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1 Gestational Duration Summary
2 Seven different studies out of 12 showed some associations between PFDA exposures and
3 different gestational duration measures with comparable levels of evidence in preterm birth and
4 gestational age. Five of these seven studies were based on later biomarker sampling which might be
5 indicative of an impact of pregnancy hemodynamics. Study sensitivity was limited in some studies
6 and could explain some of the null results and lack of statistical significance especially in the sex-
7 stratified analyses. Few other patterns were evident across sex or different study characteristics.
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Table 3-21.Summary of 12 studies of PFDA exposure and gestational duration measures
Author
Study location/Years
n
Exposure median/IQR (range)
in ng/mL
Study sensitivity
domain judgment
PTB
GA
High Confidence Studies
Bach et al. (2016)
Denmark, 2008-2013
1,507
0.30/0.20 (LOD-2.87)
Adequate
0 All
0 All
Gardener et al. (2021)
USA, 2009-2013
354
0.2/0.2 (LOD-2.6)
Deficient
-T All
-All
Huo et al. (2020)
China, 2013-2016
2,849
1.69/1.38 (N/A)
Good
T All
t Girls
0 Boys
0 All
Lind et al. (2017a)
Denmark, 2010-2012
636
0.30/0.10(0.1-1.8)
Adequate
0 Girls
0 Boys
Medium Confidence Studies
Gvllenhammar et al. (2018);
Sweden, 1996-2001
381
0.24/0.14 (LOD-1.1)
Deficient
-All
Swedish Environmental
Protection Agency (2017)a
Hall et al. (2022)
USA, 2010-2011
120
0.06/N/A (LOD-0.3)
Deficient
- Boys
Girls
Hiermitslev et al. (2020)
Greenland, 2010-2011;
2013-2015
266
0.71/N/A (0.12-7.84)
Adequate
nU All
0 All
0 Girls
0 Boys
Meng et al. (2018)
Denmark, 1996-2002
2,132
0.20/0.10 (N/A)
Deficient
T All*
-All
- Boys*
0 Girls
Yang et al. (2022a)
China, 2018-2019
768
0.035-cases; 0.027- controls
(range: 0.003-0.359)
Adequate
0 All
-All
Low Confidence Studies
Li et al. (2017)
China, 2013
321
0.15/0.16 (ND-2.12)
Deficient
0 All
0 Girls
0 Boys
Gao et al. (2019)
China, 2015-2016
132
0.47 (LOD-3.15)
Adequate
0 All
Workman et al. (2019)
Canada, 2010-2011
414
0.13/N/A (LOD-1.4)
Deficient
0 All
Abbreviations: PTB = preterm birth; GA = gestational age.
*p < 0.05; 0: no association; +: positive association; negative association; T: increased odds ratio; -l: decreased odds ratio.
Note: "Adverse effects" are indicated by both Increased ORs (T) for dichotomous outcomes and negative associations (-) for the other outcomes.
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aSwedish Environmental Protection Agency (2017) and Gvllenhammar et al. (2018) results are included here (both analyzed the POPUP cohort).
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Birth Defects
Two studies examined birth defects in relation to PFDA exposures (Figure 3-53) with one
each having adequate and deficient study sensitivity. The medium confidence congenital heart
defect study by fOu etal.. 20211 showed increased risks for PFDA >0.53 ng/mL (vs. <0.53 ng/mL)
for all defect groups examined including septal defects (OR = 2.33; 95%CI: 1.00, 5.45), conotruncal
defects (OR = 2.58; 95%CI: 0.92, 7.25), and total heart defects (OR=1.83; 95%CI: 1.07, 3.12). The
low confidence Cao etal. (2018 study showed minimal evidence of associations between PFDA
exposures and all birth defects (OR = 1.37; 95%CI: 0.60, 3.08). There is considerable uncertainty in
interpreting results for broad all birth defect groupings which decreases study sensitivity given the
etiological heterogeneity across different birth defects. Overall, there was limited evidence of
associations between PFDA exposures and birth defects in the two available epidemiological
studies. However, there is insufficient data for any specific birth defects to draw further
conclusions.
Fetal Loss-Spontaneous Abortion
Buck Louis, 2016, 3858527 -
Jensen, 2015, 2850253-
Liew, 2020, 6387285
Mi, 2022, 10413561 H
Wang,2021,10176703
Wikstrom, 2021, 7413606 H
Legend
| Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
Figure 3-54. Study evaluation results for two epidemiological studies of
spontaneous abortion and PFDA. Refer to HAWC for details on the study
evaluation review: HAWC Human Spontaneous Abortion
Six (five medium and one low confidence) epidemiological studies (Mi etal.. 2022: Wang et
al.. 2021: Wikstrom etal.. 2021: Liew etal.. 2020: Louis etal.. 2016: lensen etal. 20151 reported on
the association between PFDA exposure and spontaneous abortion, which is defined as pregnancy
loss occurring before approximately 20-22 weeks gestation. This period can be further divided
into preclinical/early loss (occurring before implantation or before a pregnancy is clinically
recognized) and clinical loss (occurring at 5-28 weeks gestation). The study evaluations of the
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available studies are summarized in Figure 3-54. Two medium confidence studies were
prospective cohorts with high ascertainment of early losses, one of couples trying to conceive,
followed through delivery fLouis etal.. 20161 and one of women undergoing in vitro fertilization
fWang etal.. 20211. Three additional medium confidence studies assigned pregnant women from
existing cohorts as controls and enrolled cases with first trimester losses fWikstrom etal.. 20211.
throughout pregnancy fMi etal.. 20221. or identified cases via medical registry fLiew etal.. 20201.
One study considered low confidence. Tensen etal. (20151 is a cohort of pregnant women enrolled
at 8-16 weeks gestation and was deficient for participant selection due to the high risk of
incomplete case ascertainment (i.e., due to not including early losses and potential for loss to
follow-up). Missing early losses has the potential to bias the results towards the null or even in a
protective direction if there is a true effect but is unlikely to result in a spurious positive
association. This potential also existed in Liewetal. f20201. but this study was not downgraded to
low confidence as loss to follow-up was not a concern.
The results of the studies on spontaneous abortion are summarized in Table 3-22. Three of
six studies showed some evidence of increased risk of spontaneous abortion. This included two
studies (one medium and one low confidence) that reported strong positive associations between
PFDA exposure and spontaneous abortion, with large effect sizes and statistical significance fMi et
al.. 2022: Tensen etal.. 20151. In addition, another medium confidence study by fLiew etal.. 20201
reported a smaller (OR = 1.3; 95% CI: 0.7, 2.2) but not statistically significant positive association,
while another medium confidence study fWikstrom etal.. 20211 was largely null. Two medium
confidence studies, which were the only studies able to consider preclinical losses, reported inverse
(nonsignificant) associations (Wang etal.. 2021: Louis etal.. 20161. It is unlikely that the limitations
identified in the low confidence study would explain the observed positive associations, as bias in
Tensen etal. f20151 is expected to be towards or past the null. Thus, while there is some evidence of
an association with spontaneous abortion, there is considerable uncertainty due to inconsistency
across medium confidence studies. It is possible that this is related to the inclusion of preclinical
loss, but this is not clear based on available evidence.
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Table 3-22. Associations between PFDA and spontaneous abortion in
epidemiology studies
Reference, study
confidence
Population
Median
exposure
(125th, 75th) in
ng/mLoras
specified
Spontaneous
abortion types
included
Effect estimate
description
Effect estimate (95%
CI)
Liew et al. (2020),
Case-control nested within pregnancy
cohort, Denmark; 438 women
0.2 (0.1-0.2)
Clinical, 12-22
weeks
OR (95% CI) for
quartiles vs. Q1
02:1.0(0.6,1.7)
03:1.1(0.7,1.9)
04: 1.3 (0.7, 2.2)
medium
Wikstrom et al.
Case-control nested within pregnancy
cohort, Sweden; 1,529 women
0.3 (0.2-0.3)
Clinical, first
trimester
OR (95% CI) for
doubling of
exposure
1.10(0.81, 1.53)
(2021), medium
Jensen et al.
Pregnancy cohort, Denmark; 392
women
0.3 (0.2-0.6)
Clinical, post
enrollment at
8-16 weeks
OR (95% CI) for
tertiles vs. Tl
T2: 1.9 (0.9, 3.8)
T3: 2.7 (1.3, 5.4)*
(2015). low
Louis et al. (2016),
Preconception cohort, U.S.; 344 women
0.4(0.2-0.6)
Total
HR (95% CI) for
tertiles vs. Tl
T2: 0.83 (0.49, 1.40)
T3: 0.68 (0.41, 1.14)
medium
Wang et al.
Preconception cohort of women
undergoing first IVF cycle, China, 305
women
0.5 (0.3-0.7)
Preclinical
RR (95% CI) for
log-unit
increase
0.67(0.16, 2.73)
(2021), medium
Mi et al. (2022).
Case-control nested within pregnancy
cohort, China; 88 women
0.8
Clinical (9-12
weeks)
OR (95% CI) for
above vs.
below median
5.00 (1.53,16.33)*
medium
Abbreviations: OR: odds ratio; HR: hazard ratio; RR: relative risk; Tl: Tertile 1; T2: Tertile 2; T3: Tertile 3: IVF: in
vitro fertilization.
* Denotes statistical significance atp < 0.05.
Animal studies
One toxicity study evaluated effects of PFDA on offspring (Harris and Birnbaum. 19891.
This gavage study in mice examined maternal health, fetal survival, growth, and morphological
development in two experiments covering different developmental windows. The two respective
experiments consisted of gavage administration of 0-32.0 mg/kg-day on GD 10-13 to examine the
developmental window related to cleft palate and hydronephrosis and gavage administration of 0-
12.8 mg/kg-day on GD 6-15 to examine the entire developmental window related to the major
period of organogenesis. The dams were necropsied on GD 18; the fetuses were removed from the
uterus and examined. The Harris and Birnbaum (19891 study was evaluated as high confidence for
most endpoints examined in both experiments (see Figure 3-55). Concerns were noted for fetal
body weight measures as the study failed to report fetal body weights by sex, which impacted the
results presentation domain and lowered the overall confidence of this endpoint to medium.
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S179
Reporting quality -
Allocation -
Observational bias/blinding -
Confounding/variable control -
Selective reporting and attrition -
Chemical administration and characterization -
Exposure timing, frequency and duration
Endpoint sensitivity and specificity
Results presentation
Overall confidence
NR
Legend
~
Good (metric) or High confidence (overall)
+
Adequate (metric) or Medium confidence (overall)
-
Deficient (metric) or Low confidence (overall)
B
Critically deficient (metric) or Uninformative (overall)
0
Not reported
*
Multiple judgments exist
Figure 3-55. Developmental animal study evaluation heatmap. Refer to HAWC
for details on the study evaluation.
1 Fetal growth
2 Fetal body weights were measured at GD 18 for each experiment (GD 10-13 or GD 6-15],
3 Both experiments reported a significant trend in fetal body weight with decreases >5% being
4 observed at >0.5 mg/kg-day (9.6-44%) for the GD 10-13 experiment and >3 mg/kg-day (6-50%)
5 for the GD 6-15 experiment (see Figure 3-56 and Table 3-23). The changes in fetal body weight
6 were of large magnitude and occurred at doses not associated with maternal toxicity. In the GD 10-
7 13 experiment, changes in fetal body weight were ~10% at doses ranging from 0.5-4 mg/kg-day
8 and were >40% atthe highest dose (32 mg/kg-day). In the GD 6-15 experiment, changes in fetal
9 body weight were 23% at 6.4 mg/kg-day and as large as 50% at the highest dose (12.8 mg/kg-day).
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Endpoint Name Study Name
Outcome
Confidence
Study Design
Animal Description
Trend Test Response Dose
Result Units (mg/kg-day)
Fetal Body Weight Harris, 1989, 3858729 High confidence Gestational Oral (GD 10-13) F1 Mouse, C57BL/6n (c52) significant litter
Gestational Oral (GD 6-15) F1 Mouse, C57BL/6n (.;$) significant litter
0
0.25
0.5
1
2
4
8
16
32
0
0.03
0.1
0.3
1
3
6.4
12.8
PFDA Fetal Body Weight
O Statistically significant
0 Percent control response
M range
I 0 I
o
—I 1 1 1 1 1 1 1 1 1—
-55 -50 -45 -40 -35 -30 -25 -20 -15 -10 -5
Percent Control Response
Figure 3-56. PFDA fetal body weight after gestational exposure (results can be viewed by clicking the H.AWC link).
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Table 3-23. Percent changes relative to controls in fetal body weight in a
developmental mouse study after PFDA exposure fHarris and Birnbaum.
19891
Endpoint
Dose (mg/kg-d)
0.25
0.5
1
2
4
8
16
32
Decreased fetal body weight for the GD 10-13
experiment
-4
-10
-10
-11
-10
-17
-22
-44
Dose (mg/kg-d)
Endpoint
0.03
0.1
0.3
1
3
6.4
12.8
Decreased fetal body weight for the GD 6-15
experiment
-1
-3
-1
-4
-6
-23
-50
Bold values indicate instances where statistical significance (p < 0.05) compared to controls was reported by study
authors.
Maternal health
In the Harris and Birnbaum T19891 study, the health of the dams was assessed during both
experiments through examination of body weight, liver weight and survival. Both exposure
durations resulted in a significant trend in body weight change (defined as final body weight -
gravid uterus weight + empty uterus weight - initial body weight) for the dams with statistically
significant decreases in the two highest dose groups of both experiments. Body weight gain was
markedly decreased (-149% change from controls) in the 12.8 mg/kg-day group of the GD 6-15
experiment (see Figure 3-57). A significant trend was also reported for increased liver weight in
both the GD 10-13 and GD 6-15 experiments; refer to Section 3.2.1 for more detail on this effect
Maternal deaths were not observed in the GD 10-13 experiment, but 3 dams died in the high dose
group (12.8 mg/kg-day) of the GD 6-15 experiment This result is consistent with the overt toxicity
of PFDA at high doses (refer to Section 3.2.10 on General toxicity effects for more details).
Fetal viability
In the Harris and Birnbaum T19891 study, endpoints related to fetal viability were measured
at GD 18 for each experiment (i.e., groups dosed on GD 10-13 or GD 6-15). In both experiments,
there was no difference in total implantations per litter between the control and treated groups
indicating that the pregnancy rate was similar prior to exposure. However, following exposure, an
increase in percent resorptions per litter (defined as [total number of resorptions and dead
fetuses/number of total implantation sites] x 100) was observed in the high dose groups of both
experiments (170% and 344% for the GD 10-13 and GD 6-15 experiments, respectively) with
statistical significance reported for the GD 6-15 experiment (see Figure 3-33). A reduction in the
number of live fetuses per litter was also reported in high dose groups of both experiments (32%
and 36% for the GD 10-13 and GD 6-15 experiments, respectively) with statistical significance
reported for the GD 6-15 experiment Additionally, there was an increase in the number of dams
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that experienced total resorption in the high dose groups of both experiments (4/12 dams vs. 0/13
in controls for the GD 10-13 experiment; 3/10 dams vs. 0/12 in controls for the GD 6-15
experiment) though the number of litters with resorptions were not different between control and
treated groups (see Figure 333). Although these data might suggest an effect of maternal exposure
on fetal viability as increased resorptions and decreased number of live fetuses are indicative of
developmental toxicity per the U.S. EPA's Guidelines for Developmental Toxicity Risk Assessment
(U.S. EPA. 1991). effects on these endpoints were observed at doses that were also associated with
significant maternal toxicity.
Morphological development
In the Harris and Birnbaum T19891 study, morphological development was examined in
GD 18 fetuses for both the GD 10-13 and GD 6-15 experiments. This included external evaluation
of all fetuses, soft tissue evaluation of 50% of the litters in each dose group (using Bouin's fixation
and Wilson's free-hand sectioning technique), and skeletal evaluation of the remaining 50% of the
litters in each dose group (using alizarin red S staining of ossified bone). In the GD 6-15
experiment, PFDA exposure caused significant dose-related trends for multiple skeletal variations
(i.e., absence of fifth sternebrae, delay in braincase ossification, and delay in phalanges ossification)
(see Figure 3-57). The fetal incidence of delayed braincase ossification was significantly increased
at >0.03 mg/kg-day with the incidence rates ranging from 26 to 100%; it is unclear exactly which
cranial bones are included in "braincase ossification." The number of fetuses with absence of the
fifth sternebrae and delayed phalanges ossification was significantly increased at >6.4 mg/kg-day
ranging from 15 to 35%. The statistical analyses of the skeletal variations data were performed
independently by the U.S. EPA and not included in the original study. Litter incidence and
individual fetus per litter data were not reported for these effects. Data for skeletal variations were
reported as fetal incidence while data for individual fetus per litter is the preferred unit of analysis
for these effects. Absence of the fifth sternebrae and delayed phalanges ossific- and mortality at
12.8 mg/kg-day). Whereas skeletal variations were significantly increased, the GD 6-15
experiment reported no soft tissue or skeletal malformations. Per the U.S. EPA's Guidelines for
Developmental Toxicity Risk Assessment, a malformation is defined as "as a permanent structural
change that may adversely affect survival, development, or function" while a variation "is used to
indicate a divergence beyond the usual range of structural constitution that may not adversely
affect survival or health." Furthermore, skeletal variations are commonly associated with maternal
toxicity fCarnev and Kimmel. 20071 as was observed for the absence of the fifth sternebrae and
delayed phalanges ossification in mice exposed to PFDA. Based on the considerations above,
including a lack of malformations and/or that some skeletal variations were observed at the same
doses as maternal toxicity, the biological adversity for PFDA-induced skeletal variations is
considered unlikely. Thus, the greatest level of concern is interpreted for the delayed brain
ossification, although the significance of this variation (in terms of later biological consequences) is
unclear.
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Effect
Outcome Confidence
Experiment Name
Endpoint Name
Animal Description
Trend Test Result
PFDA Developmental Effects
Maternal Body Weight
High confidence
Gestational Oral (GD 10-13)
Maternal Body Weight Gain, Corrected
P0 Mouse, C57BL/6n (2)
significant
Gestational Oral (GD 6-15)
Maternal Body Weight Gain, Corrected
P0 Mouse, C57BL/6n ( )
significant
•——•—
• • ~ ~
:etal survival
High confidence
Gestational Oral (GD 10-13)
Live Fetuses per Litter
F1 Mouse, C57BL/6n (
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Mechanistic studies and supplemental information
In support for PFDA-induced developmental effects in humans and mice, fTruong etal..
20221 reported that PFDA caused morphological effects in embryonic zebrafish from a
developmental toxicity screening study. Of the 139 PFAS tested, PFDA was determined to be the
most potent for the induction of teratogenic effects. Similar results were reported in an additional
study using zebrafish (Ulhaq et al.. 20131. Ulhaq etal. (20131 reported that spinal curvature was a
common malformation observed in zebrafish embryos exposed to PFDA and of the seven PFAS
tested, PFDA was the second most potent for the induction of developmental toxicity.
Evidence Integration
Based on over 45 different epidemiological studies included here the evidence of an
association between PFDA exposure and developmental effects in humans is considered slight but
was supported by the moderate evidence in animals. The epidemiological evidence was strongest
and most consistent for fetal growth restriction and in particular for birth-weight related measures,
which were assessed by the most accurate growth restriction measures available. Out of 28 in total,
18 different studies showed some deficits for the overall population or for both/either sex across
various birth weight measures. For example, 11 out of 2 2 PFDA studies in the overall population
reported some birth weight deficits; this included 9 out of 14 medium and high confidence studies.
Although data were more mixed, there appeared to be some coherence across these and other pre-
natal growth measures with different postnatal growth parameters. For example, there was some
consistency across 2 (one high and one low confidence) of the 3 postnatal weight studies with a
common examination window (~2 years of age). The evidence for other endpoints was not as
strong or consistent, including 10 of 17 birth length studies that showed some associations.
Although the consistency varied somewhat across the developmental endpoints, the dearth of birth
weight and birth length results in the overall study populations based on early or prepregnancy
measures might be indicative of potential bias due to the impact due to pregnancy hemodynamics
on PFDA levels. Despite fairly consistent evidence of an association between PFDA and different
BWT-related measures, and more mixed for other endpoints, there is considerable uncertainty
given that some sample timing differences may explain some of the reported fetal growth
restriction deficits examined here.
Across the outcomes, this set of developmental studies was of good quality and generally
had a low risk of bias, as 34 out of the 45 studies across the six primary endpoints [fetal growth
restriction (including both birth weight and length measures), gestational duration, postnatal
growth, anogenital distance, birth defects, and spontaneous abortions] were either medium or high
overall confidence. Several studies demonstrated sufficient sensitivity to detect associations in the
overall population and across sub-groups. However, many studies lacked power to detect
statistical interactions or differences across populations especially those based on stratified
analyses. This often results from low exposure levels with limited contrasts in many of the study
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populations, which may have diminished the sensitivity of some studies to detect associations. As
such, any null findings for studies with endpoints which lacked sensitivity should not be interpreted
as supporting a lack of effect In addition to the outcomes discussed in this section, pubertal
development is discussed in the reproductive Sections (3.2.4 and 3.2.5) but could also be a
developmental effect. The evidence for both males and females was based on one medium
confidence study and was weak, but study sensitivity was again a concern.
As noted above, fetal growth restriction endpoints provided the strongest evidence for
adverse developmental effects among the available studies. In considering the dose-dependence of
the birth weight decreases, only one out of four medium or high confidence studies with categorical
PFDA exposure data showed an exposure-response relationship. In addition, 9 of 14 medium or
high confidence studies of the overall population as well as 9 of 14 sex-specific results showing
adverse results based on continuous exposure also offer support for a biological gradient.
Exposure-response relationships were less evident for other endpoints that were examined.
It can be challenging to identify patterns across heterogenous epidemiologic studies and
study populations in the current database given the low exposure levels and/or limited and
variable exposure contrasts. Examining birth weight differences in human populations is also
challenging, since it can be difficult to differentiate pathological deficits versus natural biological
variation. There was considerable variability in BWT deficits ((3 range: -29 to -101 g per ln-unit
increases) in the overall population, with seven studies ranging from 31 to 59 g deficits per each ln-
unit increase. The clinical significance of these changes may not be immediately evident, but effects
of this magnitude can increase the number of infants at higher risk for other co-morbidities and
mortality especially during the first year of life. These population-level changes may have a large
public health impact when these mean birth weight deficits shift the birth weight distribution to
include more infants in the low-birth-weight category. Additionally, decreased birth weight has
been associated with long-term adverse health outcomes fOsmond and Barker. 20001.
Supporting the human evidence, the large and dose-dependent effects on fetal body weight
observed across two independent experiments reported in the lone mouse study by Harris and
Birnbaum (1989) (medium confidence for this endpoint) are without evidence to the contrary and
thus provide moderate evidence coherent with the findings in humans. Following gestational PFDA
exposure, decreases in fetal body weight with a significant trend were consistently observed in
both experiments at >0.5 mg/kg-day, including doses (0.5-4 mg/kg-day) well below those that
produced maternal toxicity. The changes in fetal body weight were also large in magnitude with the
percent changes of up to 10% at the lower doses and ranging as high as 44-50% at the highest
doses tested in both experiments. The rodent data for decreased fetal body weight are coherent
with data from the human studies in which the strongest and most consistent evidence was for fetal
growth restriction. Although an increased fetal incidence of several skeletal variations (i.e., delayed
braincase and phalanges ossification and absence of fifth sternebrae) was observed, the delays in
brain ossification, which started at >0.03 mg/kg-day, well below doses eliciting maternal toxicity,
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were most notable. This change is potentially indicative of delayed development (which would be
coherent with the PFDA-induced changes on fetal body weight); however, the significance of this
variation (in terms of future adverse consequences), is unknown, and malformations, which are
known to be adverse, were not observed. On a related note, PFDA was reported to be teratogenic in
embryonic zebrafish fTruong etal.. 2022: Ulhaq etal.. 20131. There were also statistically
significant changes reported for fetal viability in mice (i.e., increased % of resorptions per litter and
reduced number of live fetuses per litter) at the highest dose tested in the GD 6-15 experiment
(Harris and Birnbaum. 19891: however, effects on fetal viability were observed at the same doses as
significant maternal toxicity, preventing the ability to draw conclusions at these doses.
A notable data gap exists, as animal studies evaluating the effect of PFDA on postnatal
development were not identified. Although data were limited and not entirely consistent, some
effects of PFDA on postnatal growth were observed in humans. Additionally, effects on postnatal
development (e.g., delayed eye opening; reduced postnatal growth) have been observed in rodents
exposed to other PFAS such as PFOA, PFBS, PFBA. Overall, the information for postnatal
developmental effects is limited, introducing uncertainty on whether more sensitive developmental
effects of PFDA might occur. An additional data gap is the lack of data to inform the potential
mechanisms for PFDA-induced fetal growth restriction effects.
Taken together, the available evidence indicates that PFDA exposure is likely to cause
developmental toxicity in humans given sufficient exposure conditions10 (see Table 3-24). This
conclusion is based primarily on findings of dose-dependent decreases in fetal weight in the only
available toxicology study, with mice gestationally exposed to PFDA doses >0.5 mg/kg-day and
supported by evidence of decreased birth weight from studies of exposed humans in which PFDA
was measured during pregnancy, primarily with median PFDA values ranging from 0.11 to
0.46 ng/mL. The conclusion is further supported by coherent epidemiological evidence for
biologically related effects (e.g., decreased postnatal growth and birth length).
10 The "sufficient exposure conditions" are more fully evaluated and defined for the identified health effects
through dose-response analysis in Section 5.
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Table 3-24. Evidence profile table for PFDA exposure and developmental effects
Evidence stream summary and interpretation
Inferences and summary
judgment
Evidence from studies of exposed humans-fetal growth restriction (see Section 3.2.3: Human studies)
Studies, outcomes,
and confidence
Fetal growth restriction
(Mean birth weight/ z-
scores; Small for
gestational age/low
birth weight)
8 high, 10 medium, and
10 low confidence
studies
Key findings and
interpretation
18 of the 28 studies
reported some inverse
associations between
PFDA exposures and
standardized or mean
birth weight measures
including 17 of 26 studies
of mean birth weight
11 of 22 studies showed
evidence of mean birth
weight deficits in the
overall population,
including 9 out of 14
medium or high
confidence studies
9 of 14 studies in boys
and girls reported some
birth weight deficits
including 8 out of 11
medium and high
confidence studies in
girls and 7 out of 11 in
boys; 4 studies reported
deficits in both sexes.
3 of 5 studies of small for
gestational age or low
birth weight reported
increased risks in the
Factors that increase
strength or certainty
Consistent decreases
across different
populations and with
variable study
sensitivity
Most of the evidence
among high and
medium confidence
studies (e.g., 9 out of
14 medium or high
confidence studies
showed BWT deficits)
Dose-dependent
(evidence of linear
relationships) in
many studies
examining
continuous measures
Moderate or large
magnitude of effect
in many studies
(typically > -30 grams
per each In-unit)
Although some
variability is
anticipated for
observational studies
of heterogenous
Factors that decrease
strength or certainty
Substantial
uncertainty due to
the potential impact
of hemodynamic
changes among
studies showing birth
weight deficits,
especially based on
late biomarker
sampling defined at
trimester 2 or later,
e.g., 9 of 11 studies
in the overall
population and 6 of 9
studies in girls and 5
of 9 in boys
Uncertainty of
potential
confounding in some
studies due to some
highly correlated
PFAS like PFNA,
although an
evaluation of this
possibility concludes
that it would not fully
explain the observed
PFDA associations
(see Appendix F)
Evidence stream summary
0OO
Slight
Based on consistent evidence
for birth weight reductions,
the most sensitive endpoint,
with coherence across some
other developmental
endpoints (e.g., preterm birth,
post-natal growth, and other
fetal growth measures such as
birth length, small for
gestational age and low birth
weight); more mixed for other
endpoints like head
circumference and gestational
duration.
Evidence indicates (likely)
Primary basis:
Slight human evidence for fetal
and postnatal growth
restriction supported by
coherent moderate evidence in
animals and for some other
developmental endpoints in
humans.
Human relevance: Evidence in
animals is presumed relevant
to humans.
Cross-stream coherence:
Impaired fetal growth was
observed in both humans and
mice.
Susceptible populations and
lifestages:
Based on evidence of impaired
fetal growth from human and
animal studies, early lifestages
may be at higher risk.
Other inferences'.
No specific factors are noted.
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Evidence stream summary and interpretation
Inferences and summary
judgment
overall population; fairly
consistent in magnitude
(OR range: 1.2-1.8)
populations,
exposure
levels/sources, and
design/analysis
elements, coherence
with findings for
related outcomes,
most notably for
birth length and
postnatal growth
measures
• 1 out of 4 medium or
high confidence
studies with
categorical data
showed exposure-
response
relationships in
overall population as
well as in girls for
standardized and
mean BWT measures
• Imprecision of some
effect estimates
Fetal growth restriction
(Birth length)
6 high, 4 medium, and 7
low confidence studies
• 10 of 17 studies in total
including 5 (2 high, 1
medium and 2 low
confidence) of 15
examining the overall
population reported
some birth length
deficits (including 3 of
the 10 total medium or
high confidence studies)
• 7 (4 high and 3 medium
confidence) of 10 sex-
specific studies reported
some birth length
deficits; 4 studies each in
boys and girls
• Overall population
results were similar
in magnitude despite
between-study
sources of
heterogeneity
including different
exposure contrasts
• Sex-specific deficits
were often larger and
more variable than
the overall
population
• Substantial
uncertainty due to
the potential impact
of hemodynamic
changes among
studies showing birth
length deficits based
on later biomarker
sampling, e.g., 4 of 5
studies in overall
population and 4 of 7
sex-specific studies
Fetal growth restriction
(Head circumference)
5 high, 5 medium, and 4
low confidence studies
(9 adequate and 5
• 5 (2 high; 3 medium
confidence) of 14 studies
reported smaller head
circumference including
2 of 11 in overall
• Five of the 10 high
and medium
confidence studies
reported smaller
head circumference
• Limited evidence of
associations
especially in the
overall population
where five of the six
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Evidence stream summary and interpretation
Inferences and summary
judgment
deficient study
sensitivity)
population; and 3 of 7
sex-specific studies
in the overall
population or either
sex
• Two of the 6 studies
with adequate
sensitivity reported
some head
circumference
deficits across sexes
null studies had
deficient study
sensitivity
Evidence from studies of exposed humans-anogenital distance (see Section 3.2.3: Human studies)
Anogenital distance
3 medium confidence
studies
• Inverse association
between PFDA exposure
and anogenital distance
(AGD) in one of three
medium confidence
studies in boys and one
of two studies in girls
• Adverse association
in boys observed in 1
medium confidence
study
• Unclear adversity of
AGD decreases in
girls
• Although some
variability is
anticipated for
observational studies
of heterogenous
populations,
exposure
levels/sources, and
design/analysis
elements,
unexplained
inconsistency
QQQ
Indeterminate
Based on inconsistent results
across medium confidence
studies
Evidence from studies of exposed humans-gestational duration (see Section 3.2.3: Human studies)
Gestational Duration
(Preterm birth)
3 high and 3 medium
confidence studies
• 3 (2 high and 1 medium
confidence) of 6 preterm
birth studies reported
increased risk; 6 studies
had deficient study
• Risks fairly consistent
in magnitude (OR
range: 1.3 to 2.2).
• Some uncertainty
due to potential
impact of pregnancy
hemodynamics as 2
of 3 studies based on
©OO
Slight
Mixed evidence and
uncertainty due to the
potential impact of
hemodynamic changes among
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Evidence stream summary and interpretation
Inferences and summary
judgment
sensitivity; 5 adequate,
and 1 good
later biomarker
sampling
• Potential
confounding by PFAS
including highly
correlated PFNA;
limited evidence for
PFNA suggests would
not likely fully
explain PFDA
associations
studies with gestational
duration deficits
Gestational Duration
(Gestational age)
4 high, 5 medium, and
3 low confidence
studies
• 6 of 12 studies reported
lower gestational age; 4
of these 6 had deficient
study sensitivity
• No factors noted
• Unexplained
inconsistency,
although this may be
partially due to poor
sensitivity
• Substantial
uncertainty due to
the potential impact
of hemodynamic
changes among 4 of
6 studies showing
gestational age
deficits, especially
based on late
sampling (defined as
trimester 2 or later)
• Outcome may be
prone to some
measurement error
Evidence from studies of exposed humans-postnatal growth (see Section 3.2.3: Human studies)
Postnatal growth
• 3 (1 high and 2 low
confidence) of 6 studies
• Consistency across 2
of the 3 weight
• Potential
confounding across
®oo
Slight
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Evidence stream summary and interpretation
Inferences and summary
judgment
4 high, 1 medium and 3
low confidence studies
showed postnatal weight
deficits; with limited
sensitivity in some
studies (3 adequate; 3
deficient)
• 2 (1 high and 1 low
confidence) of 5 studies
showed postnatal height
deficits; with limited
sensitivity in some
studies (3 adequate; 2
deficient)
• 2 (1 high and 1 low
confidence) of 3 studies
showed increased
adiposity; with limited
sensitivity in some
studies (1 adequate; 2
deficient)
• Both high confidence
studies showed minimal
and mixed rapid weight
gain results; with limited
sensitivity in some
studies (1 adequate; 1
deficient)
studies with a
common
examination window
(2 years of age),
including one high
and one low
confidence study
PFAS for some
endpoints
• Unknown critical
window(s) for
childhood growth
endpoints;
assumption was in
utero period is most
relevant
Mixed results across different
measures, with limited study
sensitivity in some studies.
Results were more consistent
when a homogenous
population considered (~2
years of age).
Evidence from studies of exposed humans-spontaneous abortion (see Section 3.2.3: Human studies)
Soontaneous abortion
5 medium and 1 low
confidence studies
• Two medium and one
low confidence studies
reported increased odds
of spontaneous abortion
while 2 medium
confidence study
• Large effect size in
two studies (OR>2)
• Unexplained
inconsistency across
medium confidence
studies
®oo
Slight
Based on inconsistent
evidence across studies
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Evidence stream summary and interpretation
Inferences and summary
judgment
reported an inverse
association.
• Potential
confounding across
PFAS
Evidence from in vivo animal studies (see Section 3.2.3: Animal studies)
Studies, outcomes, and
confidence
Key findings and
interpretation
Factors that increase
strength or certainty
Factors that decrease
strength or certainty
Evidence stream summary
Fetal growth
1 medium confidence
study (2 independent
experiments)
• Fetal body weight was
reduced at
>0.5 mg/kgday in the
GD 10-13 experiment
(maternal body weight
decreased at
>16.0 mg/kg-d).
• Fetal body weight was
reduced at >1.0 mg/kg-d
in the GD 6-15
experiment (maternal
body weight decreased
at >6.4 mg/kg-d, with
mortality at higher
doses).
• Consistency across
the medium
confidence GD 10-13
and GD 6-15
experiments.
• Dose-response
gradient observed
within experiments
and exposure
duration gradient
observed across
experiments
• Large magnitude of
effects (up to 50%).
• No factors noted
0®Q
Moderate
Based primarily on decreased
fetal growth at >0.5 mg/kg-d
in two independent
experiments from a single
study in mice. The reliability
and biological significance of
other, potentially related,
findings from this study are
unclear.
Fetal viability
1 high confidence study
• A treatment-related
increase in the
percentage of
resorptions per litter was
reported at 12.8 mg/kg-d
in dams treated from
GD 6-15.
• The number of live
fetuses per litter was
reduced at 12.8 mg/kg-d
• Coherence of effects
on percentage of
resorptions and
number of live
fetuses in a high
confidence study.
• Substantial concern
for potential
confounding as
decreased fetal
viability occurred at
the same dose as
maternal mortality.
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Evidence stream summary and interpretation
Inferences and summary
judgment
in dams treated from
GD 6-15.
Moroholosical
develooment
1 medium confidence
study (two independent
experiments)
• Increased fetal
incidences of skeletal
variations (i.e., absence
of fifth sternebrae at
>6.4 mg/kg-d
• Delayed ossification of
the phalanges at
>6.4 mg/kg-d
• Delayed braincase
ossification at
>0.03 mg/kg-d).
• Dose-response
gradient for skeletal
and braincase
ossification
variations.
• Consistent increase
in variations across
two medium
confidence
experiments
• Unclear biological
relevance of
variations as no
malformations were
reported.
• Potential
confounding of
skeletal and
phalanges
ossification
variations at doses
causing overt
toxicity.
Mechanistic evidence and supplemental information (see subsection above)
Biological events or
pathways
Primary evidence evaluated
• Key findings, interpretation, and limitations
Evidence stream judgment
Other evidence
Interpretation 1: PFDA causes developmental toxicity in embryonic zebrafish.
Key findings:
• Of the 139 PFAS chemicals tested, PFDA was the most potent for the induction of
teratogenic effects in zebrafish (Truong et al., 2022)
• Of the 7 PFAS chemicals tested, PFDA was the second most potent for the
induction of developmental effects in zebrafish. Spinal curvature, a malformation,
was commonly reported in zebrafish embryos exposed to PFDA (Ulhaa et al.,
2013).
Limitations: A comprehensive list of tested/observed developmental endpoints was
not provided.
The findings in zebrafish
provide some support for the
biological plausibility of the
developmental effects in
humans and animals.
1
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3.2.4. MALE REPRODUCTIVE EFFECTS
Human studies
There are nine epidemiology studies that examined the association between PFDA exposure
and male reproductive effects. The outcomes included in these studies were semen parameters,
reproductive hormones, timing of pubertal development, and anogenital distance. The studies are
described below.
Semen evaluations
Semen concentration and sperm motility and morphology were considered the core
endpoints for the assessment of semen parameters. Key issues for the assessment of semen
parameters involve sample collection and sample analysis. Samples should be collected after an
abstinence period of 2-7 days, and analysis should take place within two hours of collection and
follow guidelines established by the World Health Organization (WHO. 20101. While exposure
would ideally be measured during the period of spermatogenesis rather than concurrent with the
outcome, a cross-sectional design is considered adequate because the period of spermatogenesis in
humans is fairly short (74 days plus 12 days of maturation) fSigman et al.. 19971. the half-life of
PFDA is long, and there is no concern for reverse causality with this outcome because it is not
expected the semen quality would influence PFDA concentrations in blood.
Four cross-sectional studies examined the relationship between PFDA and semen quality.
Based on the above considerations, three were evaluated as medium confidence overall
(Figure 3-34), though one of these was considered uninformative for the core endpoint sperm
motility due to the overnight delay between collection and analysis fBuck Louis et al.. 20151. One
study analyzed male partners from a preconception cohort in the U.S. fBuck Louis etal.. 20151. one
study enrolled young adult men whose mothers were enrolled in a national pregnancy cohort
f Petersen etal.. 20221. and one enrolled healthy young man being considered for military service
(Toensen et al.. 20131. The remaining study was low confidence due to multiple identified
deficiencies and was focused on men seeking infertility assessment (Huang et al.. 2019a). All four
studies analyzed PFDA in serum used appropriate methods, and, thus, exposure misclassification is
expected to be minimal.
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Huang, 2019, 5406374-
Joensen, 2013. 29191 SO
Louis, 2015, 2851139-
Petersen KU etal. 2022-
.
Legend
I Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
Figure 3-58. Semen parameters epidemiology study evaluation heatmap.
Refer to HAWC for details on the study evaluation review: HAWC Human Semen
Parameters.
The results for the association between PFDA exposure and semen quality are presented in
Table 3-25. The studies analyzed the outcomes differently so the effect estimates are not directly
comparable. None of the results were statistically significant, but there was a suggestion of a
decrease in motility with increased exposure in Toensenetal. (20131 and in concentration in Huang
etal. f2019al. but not in Petersen etal. f20221. Because the methods used to assess motility was
considered critically deficient in Buck Louis etal. f20151. it was not possible to evaluate its
consistency with the other medium confidence studies. For concentration and morphology, there
was no clear decrease in the medium confidence studies. However, PFDA levels in both studies
were lower than levels of other measured PFAS (<0.5 ng/mL) and the exposure contrasts were
narrow, which introduces concerns regarding sensitivity, i.e., lack of ability to detect and
association if present.
Table 3-25. Associations between serum PFDA and semen parameters in
epidemiology studies
Reference;
study
confidence
Population
Median
exposure
(IQR)
(ng/mL)
Effect estimate
Concentration
(x 106/mL)
Motility (%
motile)
Morphology
(% normal)
Huang et
al. (2019a);
low
Cross-sectional
study of men
seeking infertility
assessment
(2009-2010); 57
men
0.0 (range
0.0-1.2)
P (95% CI) for
1 In-unit
increase in
serum PFDA
-21.59 (-77.91,
34.73)
5.96 (-11.58,
23.50)
-0.02 (-0.10,
0.07)
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Reference;
study
confidence
Population
Median
exposure
(IQR)
(ng/mL)
Effect estimate
Concentration
(x 106/mL)
Motility (%
motile)
Morphology
(% normal)
Petersen
et al.
(2022),
medium
Cross-sectional
analysis within
cohort of general
population men
(2017-2019),
Denmark; 1,041
men (18-20 yr)
0.2 (5th-
95th: 0.1-
0.3)
% difference
(95% CI) for
tertiles of PFDA
vsTl
T2: 3 (-9, 17)
T3: -3 (-15, 11)
T2: -1 (-6, 6)
T3: -3 (-9, 3)
T2: -1 (-11,10)
T3: 2 (-8,13)
Joensen et
al. (2013);
medium
Cross-sectional
study of men
evaluated for
military service
(2008-2009),
Denmark; 247
men (18-22 yr)
0.4 (0.3-
0.5)
P (95% CI) for
1-unit increase
in serum PFDA
Cubic root
transformed
0.22 (-0.76,
1.19)
Square
transformed
-1343 (-2759,
73.69)
Square root
transformed
-0.097 (-0.88,
0.69)
Buck Louis
et al.
(2015);
medium
Cross-sectional
analysis within
preconception
cohort (2005-
2009), U.S.;
462 men
0.5 (0.3-
0.6)
P (95% CI) for
1 In-unit
increase in
serum PFDA
-1.06 (-30.5,
28.3)
Uninformative
5.80 (-1.31,
12.9)
*p < 0.05.
Reproductive hormones
Testosterone and estradiol were considered the primary endpoints for male reproductive
hormones. Progesterone, LH, FSH, and SHBG were also reviewed where available. Key issues for
the evaluation of these studies were sample collection and processing (see Figure 3-59). For
testosterone, LH, and FSH, due to diurnal variation, blood sample collection should be in the
morning, and if not, time of collection should be accounted for in the analysis. If there is no
consideration of time of collection for these hormones, the study is classified as deficient for
outcome ascertainment and low confidence overall. A cross-sectional design was considered
appropriate for this outcome since levels of these hormones are capable of being rapidly
upregulated or downregulated and they are not expected to directly bind to or otherwise interact
with circulating PFAS.
Seven studies (eight publications) examined the relationship between PFDA and
reproductive hormones. Three studies were medium confidence cross-sectional studies in adults,
including Toensenetal. f20131 and Petersen etal. f20221. cross-sectional studies of young adult
men described above. An analysis of NHANES data in adult men fXie etal.. 20211 was also medium
confidence for estradiol but low confidence for testosterone due to potential outcome
misclassification as previously described. A cross-sectional study in adolescents (aged 13-15
years) (reported in Zhou etal. (2016) and Zhou etal. (2017b)) was low confidence due to concerns
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for confounding (e.g., pubertal indicators were not considered). Three studies, one a birth cohort in
Denmark fTensen et al.. 2020b) and two cross-sectional studies in China (Liu etal.. 2020b: Yao etal..
20191 examined associations in infants. Yao etal. f20191 and Yao etal. f20191 were low confidence
due to not accounting for time of day of sample collections (both studies) and potential concerns for
confounding fYao etal.. 20191. Liu etal. f2020bl was medium confidence due to less concern for
diurnal variation of the included hormone (progesterone).
Jensen, 2020, 6311643-
i
+
++
'
'
+
++
!
+
Joensen, 2013, 2919160-
++
+
++
+
+
+
+
+
Liu, 2020, 6569227-
+
+
+
+
++
-
+
+
Petersen KU et al. 2022-
+
+
+
+
++
-
+
+
Xie, 2021,8437891-
++
++
+~
+
+
-
+
+~
Yao Q et al. 2019, 5187556-
B
++
+~
-
++
-
+
-
Zhou, 2016, 3856472-
+
+
+
-
+
+
+
"
Legend
| Good {metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
^ Critically deficient (metric) or Uninformative (overall)
* Multiple judgments exist
Figure 3-59. Male reproductive hormones epidemiology study evaluation
heatmap. Refer to HAWC for details on the study evaluation review: HAWC Human
Male Reproductive Hormones.
*Outcome-specific ratings differed for this domain.
Given the differences in populations (adults, adolescents, newborns), evaluation of
consistency across studies is not straightforward. For testosterone, inverse associations between
PFDA exposure and testosterone levels were observed in two studies. Among the two medium
confidence studies for this outcome, Toensen etal. (20131 observed a decrease in log-transformed
testosterone with higher PFDA exposure in adult men, though this was not statistically significant
(P (95% CI) = -0.17 (-0.41, 0.0711. Petersen et al. f20221 reported no association with association.
Also in adults, but low confidence for testosterone, Xie etal. f20211 found positive associations
between PFDA exposure and free and total testosterone (statistically significant for free
testosterone, with exposure gradient observed across quartiles). In adolescent boys, the low
confidence study by Zhou etal. (20161 reported an inverse association ((3 (95% CI) = -0.26
(-0.41, -0.10)). In infants, one study fTensen et al.. 2020bl reported a positive association between
PFDA exposure and testosterone ((3=0.37, 95% CI: -0.11, 0.84, p=0.1) while no association was
observed in Yao etal. f20191.
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For estradiol, in adults in Toensen etal. (20131. there was also a decrease with higher PFDA
exposure ((3 (95% CI) = -0.22 (-0.48, 0.002)), but this was not observed in the other two studies in
adults fPetersen etal.. 2022: Xie etal.. 20211 or in adolescents in Zhou etal. f20161 or infants in Yao
etal. f20191. Toensen et al. f20131 also examined several other reproductive hormones and sex
hormone binding globulin (SHBG) in young men and found no evidence of association with PFDA
exposure for SHBG, luteinizing hormone, or inhibin-B, but did report a positive association with
follicle stimulating hormone (FSH) ((3 (95% CI) = 0.42 (-0.005, 0.85)). The increase in FSH would
be consistent with an increase in gonadotropin production as a compensatory response to a
decrease in testosterone. However, Petersen etal. (20221 found no association with FSH, LH, or
SHBG. In flensen etal.. 2020bl. inverse associations, though not statistically significant were
observed with DHEA, DHEAS, and Androstenedione. Liu etal. f2020bl found no association with
progesterone.
Pubertal development
Pubertal development is primarily assessed using established criteria, such as Tanner stage
ratings. For boys, Tanner staging involves evaluation of the development of genitalia (scrotum
appearance, testes, and penile size) and pubic hair. Stage 1 represents prepubertal development;
Stage 2, the onset of pubertal development, and Stage 5 represents full sexual maturity. Two
medium confidence birth cohorts in Denmark fErnstetal.. 20191 and the U.S. fCarwile etal.. 20211
examined timing of pubertal development with PFDA exposure. Ernst etal. (20191 used maternal
exposure measured in blood and prospectively identified pubertal onset with follow-up checks
every six months. In boys, they reported that there was no clear pattern of association between
PFDA exposure and Tanner stages of genital development or pubic hair, or other markers of
pubertal development such as axillary hair, acne, voice break, or first nocturnal ejaculation when
exposure was analyzed in tertiles. For each outcome, the mean age of onset was later in the middle
(0.16-0.21 ng/mL) vs. the lowest (0.08-0.15 ng/mL) tertile, but earlier in the highest tertile (0.22-
0.9 ng/mL). This pattern was also observed with a combined puberty indicator outcome, with boys
in the middle tertile reaching the indicator 4.59 months later (95% CI: -0.93,10.11) and the highest
tertile 2.83 months earlier (95% CI: -8.43, 2.77) than the lowest tertile. Carwile etal. (20211 used
exposure measured during mid-childhood (median 8 years) with follow-up to early adolescence
(median 13 years). Using a pubertal development score based on parental responses to scales of
multiple pubertal markers (voice deepening, body hair growth, facial hair growth, acne, and growth
spurt), they reported no association with PFDA exposure. This was consistent with their findings
for older age at peak heigh velocity (used as a proxy for pubertal development). Exposure contrast
was narrow in both studies (median 0.2 ng/mL, 10th-90th percentile 0.1-0.3 in Ernst etal. (20191.
0.3, 25th-75th percentile 0.2-0.5 in Carwile etal. (202111. which may have reduced study
sensitivity.
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Carwile, 2021, 9959594
Ernst, 2019, 5080529-
&
Cy1
-p"
;^c
Legend
| Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
Figure 3-60. Male pubertal development epidemiology study evaluation
heatmap. Refer to HAWC for details on the study evaluation review: HAWC Human
Male Pubertal Development.
Summary of human studies
Overall, there is inconsistent evidence for male reproductive effects of PFDA exposure. One
medium confidence study in adult men found reduced sperm motility and testosterone (Joensenet
al.. 20131 and one low confidence study also found an inverse association in adolescents (Zhou et
al.. 20161. This is coherent with an inverse association with anogenital distance in one medium
confidence study fTian etal.. 20191 (see Section 3.2.3 on Developmental Effects). However, the
other available studies did not report consistent findings for semen parameters and reproductive
hormones. No clear association was observed with estradiol or pubertal development.
Animal studies
Only one animal toxicity study evaluated male reproductive effects after PFDA exposure
fNTP. 20181. This study examined the following endpoints after a 28-day gavage exposure
(0, 0.156, 0.312, 0.625,1.25, and 2.5 mg/kg-day) in 7- to 8-week-old male Sprague-Dawley rats:
sperm evaluations, histopathology, hormone levels, and organ weights. The endpoints evaluated by
NTP f20181 are considered to be reliable measures for assessing male reproductive toxicity (Creasy
and Chapin. 2018: Creasy etal.. 2012: Sellers etal.. 2007: U.S. EPA. 1996b). The NTP (20181 study
was evaluated as high confidence for most endpoints examined with no notable concerns in any of
the study evaluation domains (see Figure 3-61). Concerns for potential insensitivity were identified
for sperm measures as the exposure duration (28 days) used for this experiment was insufficient to
fully detect potential effects on sperm development, resulting in a low confidence rating; this
potential bias is towards the null. In rats, spermatogenesis takes approximately 8 weeks for germ
cells to mature from spermatogonia to spermatozoa fCreasv and Chapin. 20181.
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&
Reporting quality -
Allocation -
Observational bias/blinding -
Confounding/variable control -
Selective reporting and attrition -
Chemical administration and characterization -\
Exposure timing, frequency and duration -
Endpoint sensitivity and specificity -
Results presentation -
Overall confidence
Legend
| Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
S Critically deficient (metric) or Uninformative (overall)
Not reported
* Multiple judgments exist
Figure 3-61, Evaluation results for animal study assessing effects of PFDA
exposure on male reproductions. Refer to HAWC for details on the study
evaluation review: HAWC NTP f2018I
Sperm evaluations
Testicular and epididymal sperm counts and testicular sperm motility were only measured
for the three highest dose groups (0.625,1.25 and 2.5 mg/kg-day) (see Figure 3-62). Testicular
sperm counts are indicative of changes in sperm production in the testis, while epididymal counts
indicate both changes in testicLilar sperm production and storage of sperm in the epididymis;
therefore, both measures are considered informative for evaluating effects on sperm parameters
fCreasv and Chapin. 2018: Creasy et al.. 20121. Testicular sperm counts (absolute and relative to
organ weight) decreased dose- dependently at 0.625 and 1.25 mg/kg-day (-10% and -19-21%
change compared to controls, respectively) but not at the highest dose group (2.5 mg/kg-day). As
such, a clear trend for testicular sperm counts could not be established. A significant trend was
reported for cauda epididymal sperm counts with decreases of 11-30% compared to controls
across 0.625-2.5 mg/kg-day. NTP (2018) also reported sperm counts normalized to cauda
epididymis weight and observed no treatment-related effects (data not shown in Figure 3-62).
However, this is not considered a sensitive measure as sperm contributes to epididymal weight and
reporting findings as a ratio may mask reductions in sperm number fU.S. EPA. 1996b! A non-
statistically significant decrease in testicular sperm motility of 11% compared to controls was
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1 reported at 2.5 mg/kg-day, but there was no clear dose-response effect In summary, the dose-
2 related decreases in sperm counts in the epididymis suggest that PFDA can affect sperm
3 parameters at doses > 0.625 mg/kg-day after 28-day exposure.
4 The findings on sperm measures from NTP f20181 are interpreted with caution as
5 sensitivity concerns for these outcomes are based on the exposure duration used in this study
6 which did not capture the entire process of spermatogenesis (approximately 8 weeks in rats)
7 (Creasy and Chapin. 20181.
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Study Name Study
Design
Outcome Confidence Target Organ
Endpoint Name
Animal Description
Trend Test Result
Response Units
Dose
(mg/kg-day)
NTP, 2018, 4309127 28 Day Oral
Low confidence Testes
Testicular Spermatid Count
Rat, Sprague-Dawley (Harlan) ( ')
not significant
10A6
0
0.625
1.25
O Statistically signifcant
0 Percent control response
H 95% CI
2.5
Testicular Spermatid Count per mg
Testis
Rat, Sprague-Dawley (Harlan) (o)
not significant
10A3/mg
0
0.625
1.25
2.5
Percent Motile Sperm
Rat, Sprague-Dawley (Harlan) ( ")
not significant
percent
0
0.625
1.25
2.5
Epididymis
Cauda Epididymis Sperm Count
Rat, Sprague-Dawley (Harlan) ( )
significant
millions
0
0.625
PFDA Sperm Evaluations
-50 -40 -30 -20 -10 0 10 20 30
Percent Control Response
Figure 3-62. Effects on sperm evaluations following exposure to PFDA in short-term oral studies in animals
(results can be viewed by clicking the HAWC link].
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Histopathologv
Testicular and epididymal lesions were reported in the 28-day rat study by NTP f2018I
The testes were examined in all dose groups for histopathologic responses (see Figure 3-63).
Minimal to mild atrophy of the interstitial (Leydig) cells was observed in nearly all the rats exposed
to the two highest PFDA dose groups (8/10 and 10/10 for 1.25 and 2.5 mg/kg-day, respectively)
but not in the controls. Leydig cell atrophy is a response coherent with reduced sperm production
(Creasy and Chapin. 2018: Creasy etal.. 2012) and indicative of reduced androgen levels, which
were also observed in this study (see synthesis of Reproductive hormones in this Section). Mild
degeneration of the germinal epithelium and spermatid retention within the seminiferous tubules
was also increased in 4/10 rats from the high dose group; control group incidence was 1/10 and
0/10, respectively. The epididymis was examined in the three highest dose groups (0.625,12.5 and
2.5 mg/kg-day) (see Figure 3-63). Only the highest dose group (2.5 mg/kg-day) displayed mild
duct germ cell exfoliation in 4/10 rats examined compared to 1/10 rats in the control group and a
single marked case of hypospermia (1/10 rats) not observed in the controls. Sperm granuloma was
found in 1/10 rats in the controls but not in the exposed animals (data not shown in Figure 3-63).
NTP T20181 did not observe any histopathological effects on the preputial gland, seminal vesicle,
and prostate when examining animals in the control and high dose groups. In summary, there is
consistent evidence of histopathological observations indicative of mild degenerative changes in
the testes and epididymis at doses > 1.25 mg/kg-day after 28-day exposure. Note that these doses
are associated with significant body weight changes (see Evidence Integration section below for a
discussion on potential confounding due to co-occurring systemic toxicity at doses causing some
PFDA-induced male reproductive effects).
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Study Name Study Outcome
Design Confidence
Target
Organ
Endpoint Name
Animal Description
Trend Test
Result
Incidence
Dose
(mg/kg-day)
NTP, 2018, 4309127 28 Day Oral High confidence
Testes
Germinal Epithelium Degeneration
Rat, Sprague-Dawley (Harlan)
significant
1/10(10.0%)
0/10 (0.0%)
0
0.156
0.312
0.625
1.25
4/10 (40.0%)
2.5
Interstitial Cell Atrophy
Rat, Sprague-Dawley (Harlan) (,?)
significant
0/10 (0.0%)
0
0.156
0.312
0.625
8/10 (80.0%)
1.25
10/10(100.0%)
2.5
Seminiferous Tubule Spermatid Retention
Rat, Sprague-Dawley (Harlan) (e)
significant
0/10 (0.0%)
0
0.156
0.312
0.625
1.25
4/10 (40.0%)
2.5
Epididymis
Exfoliated Germ Cell, Epididymal Duct
Rat, Sprague-Dawley (Harlan) (
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Toxicological Review ofPerfluorodecanoicAcid and Related Salts
1 Reproductive hormones
2 NTP f20181 evaluated serum testosterone in all dose groups at study termination (see
3 Figure 3-64). A significant trend was reported with 25, 64, and 75% decreases in serum
4 testosterone when compared to controls for the 0.625,1.25, and 2.5 mg/kg-day dose groups,
5 respectively. Testosterone is essential for the development and maturation of the male
6 reproductive system, and it also plays a role in maintaining spermatogenesis and reproductive
7 functions in adults fToor and Sikka. 20171. The changes in serum testosterone levels at doses >
8 0.625 mg/kg-day are concordant with the reductions in sperm counts and Leydig cell damage in
9 adult male rats exposed to PFDA for 28 days (see synthesis on Sperm evaluations and
10 Histopathology in this section).
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Study Name Study Outcome Confidence Target Organ Endpoint Name Animal Description
Design
Trend Test Result Response Units Dose
(mg/kg-day)
NTP, 2018, 4309127 28 Day Oral High confidence Blood Testosterone (T) Rat, Sprague-Dawley (Harlan) (5) significant ng/mL
O Statistically significant
0 Percent control response
|—| 95% CI
significant ng/mL
significant ng/mL
significant ng/mL
significant ng/mL
significant ng/mL
PFDA Male Testosterone Levels
Percent Control Response
Figure 3-64. Effects on serum testosterone levels following exposure to PFDA in short-term oral studies in
animals (results can be viewed by clicking the HAWC link).
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Organ weight
The right testis was measured at study termination in all dose groups, while epididymis
weights (both whole and the cauda segments) were evaluated in the three highest dose groups
(0.625,12.5, and 2.5 mg/kg-day) (NTP. 20181 (see Figure 3-65). Absolute weights are the
preferred measure for testis and epididymis as these organs appeared to be conserved even with
body weight changes (Creasy and Chapin. 2018: U.S. EPA. 1996b). A decreasing trend (p < 0.01) in
absolute testis weight was reported across the doses, reaching a -13% change compared to
controls at 2.5 mg/kg-day. Absolute epididymis weights for whole and cauda segments also
showed a decreasing trend (p < 0.01) and reported -10-11% and -23-25% change relative to
controls for the 1.25 and 2.5 mg/kg-day dose groups, respectively. Decreases in epididymis weight,
particularly in the cauda segment, may reflect reductions in sperm counts (Creasy and Chapin.
2018: Evans and Ganiam. 2011). which was observed to occur at similar doses (see synthesis on
Sperm evaluations in this Section). Overall, the data shows consistent dose-related decreases in
organ weights in the testis and epididymis at > 0.625 mg/kg-day after short-term exposure to
PFDA.
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Study Name Study
Design
Outcome Confidence Target Organ
Endpoint Name
Animal Description
Trend Test Result
Response Units Dose
(mg/kg-day)
NTP, 2018, 4309127 28 Day Oral
High confidence Testes
Right Testis Weight, Absolute
Rat, Sprague-Dawley (Harlan) (-¦')
significant
g o
0.156
0.312
0.625
1.25
2.5
Epididymis
Cauda Epididymis Weight, Absolute
Rat, Sprague-Dawley (Harlan) ( )
significant
g o
0.625
1.25
2.5
Epididymis Weight, Absolute
Rat, Sprague-Dawley (Harlan) ( !)
significant
g o
0.625
PFDA Male Reproductive Organ Weights
0 Statistically significant
£ Percent control response
M 95% CI
-40 -35 -30 -25 -20 -15 -10 -5 0 5 10
Percent Control Response
Figure 3-65. Effects on male reproductive organ weights following exposure to PFDA in short-term oral studies in
animals (results can be viewed by clicking the HAWC link).
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Mechanistic studies and supplemental information
Several studies have evaluated the potential mechanisms by which PFDA exposure may lead
to male reproductive effects. Experimental studies have investigated PFDA-induced effects on
Leydig cell steroidogenesis, androgen (AR) and estrogen (ER) receptor functions, aromatase
activity and androgen metabolism and excretion and the potential impact of indirect systemic
toxicity on the male reproductive effects of this chemical.
In vitro cell culture studies have evaluated PFDA-induced effects on Leydig cell functions
and steroidogenesis. Leydig cells are the primary site of testosterone synthesis (Creasy and Chapin.
20181. Cholesterol uptake by the mitochondria in Leydig cells is a critical step in human chorionic
gonadotropin (hCG)-induced testosterone production fScottetal.. 20091. In both immortalized
mouse (MA-10) Leydig cells (LCs) and primary rat LCs, exposure to PFDA significantly decreased
mitochondrial cholesterol uptake, and hCG-stimulated testosterone synthesis fBouirad et al.. 20001.
The PFDA exposure levels affecting hormone synthesis in MA-10 cells did not lead to increased
cytotoxicity measured as DNA damage, protein synthesis, and mitochondrial integrity (Bouirad et
al.. 20001. In contrast, PFDA showed a lack of activity in HTS assays from the EPA's ToxCast and
Tox21 database evaluating steroid hormone biosynthesis, including glucocorticoids, androgens,
estrogens, and progestogens in adrenal gland H295R cells fU.S. EPA f2019bl: refer to Appendix E.2
for more details on the HTS results).
The in vitro observations of PFDA-induced effects on Leydig cell functions are consistent
with both the 28-day gavage study in rats by NTP (20181 discussed above and high dose, i.p.
injection studies that exposed rodents (predominantly rats) to single PFDA doses ranging from 20
to 400 mg/kg and evaluated effects on histopathology, androgen levels, and androgen-responsive
reproductive organ weights after observational periods of 7 to 28 days fBookstaff et al.. 1990: Van
Rafelghem etal.. 1987b: Olson and Andersen. 19831. The i.p. injections studies report decreases in
serum testosterone and 5-a-dihydrotestosterone levels fBookstaff etal.. 19901. altered testicular
testosterone production fBookstaff et al.. 19901. and reduced androgen-responsive reproductive
organ weights in rats fBookstaff etal.. 1990: Olson and Andersen. 19831. Furthermore, these
studies report that PFDA exposure was associated with increased incidence of histopathological
effects considered indicative of androgen disruption and spermatogenic disturbance (Creasy and
Chapin. 2018: Creasy etal.. 20121. Effects observed in rats include increased seminal vesicle and
prostatic acini atrophy, and reduced seminal vesicle epithelial cell height, fBookstaff etal.. 19901.
and while mice appeared to be resistant to seminiferous tubule degeneration, rats, hamsters, and
guinea pigs were responsive to this PFDA-induced effect (Van Rafelghem et al.. 1987b).
Another mechanism by which PFDA could alter male reproductive function is via increased
hepatic metabolism and excretion of androgens or metabolic precursors such as cholesterol.
Bookstaff et al. (1990) performed an experiment in which castrated Sprague-Dawley rats were
supplemented with testosterone via sustained release capsules and then treated with vehicle or
PFDA. They observed that acute PFDA exposure (20-80 mg/kg, i.p.) had no effect on serum
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testosterone levels when the source of this hormone was the capsule rather than the testes. These
findings suggest that PFDA does not impact hepatic androgen metabolism and excretion, and that
decreases in serum testosterone levels observed after exposure are likely caused by a disruption in
steroidogenesis in the testis. This argument is supported by the reductions in testosterone
secretion in response to hCG stimulation in testicular tissue harvested from PFDA-exposed rats
evaluated in the same study fBookstaffetal.. 19901 and inhibition of hGC-mediated steroidogenesis
in cell culture rodent models using immortalized and primary Leydig cells described above
(Bouirad et al.. 20001.
Overall, the findings from available in vivo and cell culture studies provide support for an
effect of PFDA exposure on Leydig cell functions ultimately resulting in reduced steroidogenesis.
Separately, PFDA-induced effects on AR and ER functions and aromatase activity have been
evaluated in in vitro cell culture studies and HTS assays from the EPA's ToxCast and Tox21
platforms U.S. EPA (2019b): refer to Appendix E.2 for more details on the HTS results). AR and ER
are known to regulate male reproductive functions (Wan etal.. 2013: Wilson etal.. 20081 and
aromatase is a key enzyme in the conversion of androgens to estrogens, which is important for
sexual development and differentiation (Sweeney etal.. 2015: Hotchkiss et al.. 2008: Tones etal..
20061. Disruption of AR transactivation has been demonstrated in Chinese hamster ovary cells
(CHO-K1) fKieldsen and Bonefeld-largensen. 20131 and androgen sensitive TARM-Luc cells
fMcComb etal.. 20191 at PFDA concentrations that did not induce cytotoxicity. No significant effects
on ER transactivation were observed in human breast adenocarcinoma MCF-7 cells with PFDA
exposure alone (Li etal.. 2020b: Kieldsen and Bonefeld-l0rgensen. 20131 but in combination with
17(3-estradiol, PFDA displayed antiestrogenic activity measured by inhibition of ER transactivation
and downregulation of ER-responsive genes at non-cytotoxic concentrations (Li etal.. 2020b). In
HTS assays profiling AR and ER functions across multiple endpoints and in vitro test models, PFDA
displayed low activity for these receptors at concentrations closely associated with cytotoxicity
(Table E-3 in Appendix E.2). PFDA was active in 2 out of 17 AR assays (displaying binding activity
in rat prostrate tissue and induction of cell proliferation in human prostate carcinoma 22Rvl cells)
and in 2 out of 21 assays profiling the ERa (1 out of 2 independent assays measuring transcriptional
activity in HepG2 cells and an antagonist transactivation assays in human embryonic kidney
HEK293T cells). Consistent with the HTS results, the ToxCast model predictions suggest that PFDA
is inactive for both AR/ER agonist and antagonist activities (Table E-4 in Appendix E.2). Lastly,
PFDA exposure decreased aromatase activity in the human choriocarcinoma JEG-3 cell line under
conditions of cytotoxicity fKieldsen and Bonefeld-largensen. 20131 but no activity in a HTS assay
measuring aromatase inhibition in human breast cancer MCF-7 cells (Table E-5 in Appendix C).
Taken together, findings from in vitro cell culture studies and HTS assays do not provide consistent
and reliable evidence for potential effects of PFDA on AR or ER functions, or aromatase activity.
However, for the most part, these in vitro cell models are not derived from the male reproductive
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system and variability in the cellular/tissue environment may lead to differences in hormone
receptor/enzyme functions (Leehv etal.. 2016: Abdel-Hafiz and Horwitz. 20141.
In addition to the mechanisms described above, PFDA-induced wasting syndrome (see
General toxicity effects; Section 3.2.10) may indirectly affect the male reproductive system. This is
because severe decreases in body weight are known to alter reproductive functions fCreasv and
Chapin. 2018: U.S. EPA. 1996bl. Decreased body weight and food consumption were observed in
acute, i.p. injection studies at doses >40 mg/kg and lethality were reported in some studies at doses
>50 mg/kg (Bookstaff et al.. 1990: Van Rafelghem etal.. 1987b: Olson and Andersen. 19831.
Bookstaff et al. (19901 addressed the impact of PFDA-induced changes in body weight on male
reproductive endpoints by adding pair fed control rats that were weight-matched to each PFDA
treatment groups. The authors observed that single exposure to 20, 40, or 80 mg/kg of PFDA via
i.p. injection significantly decreased serum testosterone and DHT, testicular testosterone
production, seminal vesicle and prostate weights, and seminal vesicle epithelial cell height In pair
fed control animals, there were no significant responses in the male reproductive system except in
the group matched to the highest PFDA dose (80 mg/kg), which was associated with large
reductions in food intake (44%) and body weight (72%) and observed responses were attenuated
compared to PFDA exposure. These results indicate that PFDA-induced effects at the low and
medium doses were direct reproductive system effects and not secondary to chemical-induced
systemic effects. The body weight reductions in male rats observed in the 28-day gavage study at
1.25-2.5 mg/kg-day are consistent with moderate body weight changes (21-38%) that are not
associated with confounding effects from overt systemic toxicity in supplemental studies tailored to
examine that potential linkage.
Overall, the available evidence from in vivo and cell culture studies provides evidence of a
biologically plausible mechanism for PFDA-induced adverse responses in the male reproductive
system by disruption of steroidogenesis in Leydig cells, which in turn could impair reproductive
functions and spermatogenesis. Specifically, it appears that PFDA exposure can disrupt androgen
production in Leydig cells, which may lead to downstream histopathological effects, organ weight
changes, and decreased spermatogenesis. Disruptions in androgen levels/production is a known
pathway for chemical-induced alterations in spermatogenesis (Toor and Sikka. 2017: Sharpe.
20101. This support for biological plausibility is derived from studies in exposed animals and in
vitro animal models; studies informing the relatability of these data to exposed humans are
currently unavailable.
Evidence integration
The evidence of an association between PFDA exposure and male reproductive effects in
humans is limited to two medium (Tian etal.. 2019: Toensen etal.. 20131 and one low confidence
study (Zhou etal.. 20161. with findings suggesting potential decreases in testosterone, decreased
sperm motility, and anogenital distance (see Section 3.2.3 on Developmental Effects) with higher
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PFDA exposure. There are concerns over inconsistency and imprecision, thus, the evidence is
considered indeterminate.
The available evidence from a 28-day gavage study in rats and supportive data from i.p.
injection and cell culture studies in rodents provide moderate evidence of male reproductive
toxicity in animals with PFDA exposure. The 28-day rat study showed coherent effects across
several relevant endpoints, including sperm evaluations, histopathology, hormone levels and organ
weights (NTP. 20181. with most effects observed at doses below those shown to cause overt
toxicity. Adverse histopathological changes were observed at doses associated with body weight
decrements of potential concern. The study methods were considered high confidence for all
endpoints other than sperm evaluations, which were considered potentially insensitive due to an
inadequate exposure duration (i.e., biased towards the null; confidence is reduced specifically in the
interpreted reliability of null findings [i.e., sperm motility]). A consistent pattern of decreased
testicular and epididymal sperm counts occurred at >0.625 mg/kg-day, but only the effects in the
epididymis were dose related. Dose-related decreases in serum testosterone levels and testicular
and epididymal weights were also reported in rats at >0.625 mg/kg-day. The reductions in sperm
counts, serum testosterone levels and organ weights are coherent with the mild degenerative
changes found in testes and epididymis at similar doses, particularly Leydig cell atrophy, which is
associated with androgen deficiency and decreased spermatogenesis fCreasy etal.. 20121.
Consistent effects on serum androgen levels, male reproductive organ weights, and histopathology
were observed in rodents exposed to high doses of PFDA (>20 mg/kg) in, single, i.p. injection
studies. The adverse effects observed in the in vivo oral and i.p. exposure studies are biologically
consistent with a potential mechanism for PFDA-induced reproductive effects in which alterations
in Leydig cell functions result in decreased steroidogenesis and androgen levels (see synthesis on
Mechanistic studies and supplemental information above for more details).
Limitations of the animal evidence base include the availability of only a single, short-term
oral exposure study in a single species, and uncertainties regarding the potential impact of systemic
toxicity, particularly with regard to the observed histopathological effects. Significant reductions in
body weight were reported in the highest dose groups in the 28-day gavage study (21% at
1.25 mg/kg-day and 38% at 2.5 mg/kg-day; see Section 3.2.9 on General toxicity effects for more
details) (NTP. 20181. However, concern for nonspecific effects on the male reproductive system is
attenuated by the observed dose-related effects (i.e., sperm counts, testosterone levels and organ
weights) at a lower PFDA dose, not associated with body weight changes (0.625 mg/kg-day).
Likewise, an i.p. injection study that examined potential effects of PFDA-induced "wasting
syndrome" using pair-fed control rats observed androgenic deficiency and male reproductive
toxicity at 20 and 40 mg/kg that were independent from severe body weight depression at the
highest dose (72% at 80 mg/kg) (Bookstaff etal.. 19901. With respect to in vitro evidence, a
general lack of in vitro models derived from the male reproductive system, and models restricted to
rodents, limits the ability of the available evidence to inform potential pathways involved in PFDA-
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induced male reproductive toxicity and to elucidate conserved mechanisms across species,
including humans. Nonetheless, the mechanistic information from acute i.p. and in vitro animal
studies is both consistent and coherent with the oral exposure study evidence, and therefore,
provides support for the biological plausibility of the phenotypic responses. In the absence of
information to the contrary and given the conserved role of androgen-dependent pathways in male
reproductive functions across species (including humans), the available evidence is considered to
be relevant to humans.
A potentially susceptible population for PFDA-induced male reproductive effects are young
individuals exposed during critical developmental life stages (e.g. the masculinization
programming, which occurs prior to the differentiation of androgen-sensitive tissues and
determines penis size and anogenital distance fDentetal.. 20151. although no such studies were
available in the current animal evidence base and few epidemiological studies examining pubertal
development and anogenital distance were available. Androgens play a critical role in the normal
development of the male reproductive system and disruptions caused by exposures to reproductive
toxicants during gestation and early post-natal life stages can lead to agenesis of the male
reproductive system and/or infertility (Foster and Gray. 2013: Sharpe. 2010: Scott etal.. 20091.
Taken together, available evidence indicates that PFDA is likely to cause male reproductive
effects in humans under sufficient exposure conditions (see Table 3-26). This conclusion is based
primarily on a constellation of coherent evidence from a high confidence study in animals exposed
to 0.625-2.5 mg/kg-day for 28 days, with some support for biological plausibility provided by
mechanistic evidence from i.p. and cell culture models. Although no direct information on the
human relevance of the animal evidence is available, many aspects of the male reproductive system
are conserved across species, and the limited sensitivity in human studies may explain the lack of
associations observed. Uncertainties in the database of PFDA-induced male reproductive toxicity
includes the absence of subchronic, chronic, developmental, or multigenerational studies testing
these outcomes in animals (which, overall, are anticipated to be more sensitive than the available
short-term study design), and a general lack of adequate epidemiological or toxicological studies
evaluating the potential for effects of early life PFDA exposure on male reproductive system
development.
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Table 3-26. Evidence profile table for PFDA exposure and male reproductive effects
Evidence stream summary and interpretation
Evidence integration
summary judgment
Evidence from studies of exposed humans (see Section 3.2.4: Human studies)
0®Q
Evidence indicates
(likely)
Primary basis:
Single, short-term study
(high confidence) in rats,
generally at > 0.625
mg/kg-d PFDA
Human relevance:
Effects in rats are
presumed relevant to
humans based on the
conserved role of
androgen-dependent
pathways in male
reproductive functions
across species.
Cross-stream coherence:
N/A, human evidence is
indeterminate.
Susceptible populations
and lifestages:
Studies and
confidence
Summary and key findings
Factors that increase
certainty
Factors that decrease
certainty
Evidence stream judgment
Semen evaluations
3 medium and 1 low
confidence cross-
sectional studies (1 is
uninformative for
motility)
• Decreased motility
with increased
exposure in Joensen
etal. (2013).
• No clear decrease in
concentration or
morphology in three
medium confidence
studies, but sensitivity
is low.
• Large effect size for
motility in medium
confidence study
• Unexplained
inconsistency in
medium confidence
studies for motility
• Imprecision
©QQQ
Indeterminate
Coherent results in semen motility and
testosterone across a medium and a
low confidence study; inconsistency
and imprecision add uncertainty.
Reproductive
hormones
For estradiol: 2
medium and 1 low
confidence cross-
sectional studies
For testosterone: 1
medium and 3 low
confidence studies
• Decreased
testosterone in one of
three studies of adults
(one of two medium
confidence) and one
low confidence study
of adolescents. No
inverse association
observed in two
studies of infants.
• No factors noted
• Unexplained
inconsistency in
medium confidence
studies
• Imprecision
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Evidence stream summary and interpretation
Evidence integration
summary judgment
Pubertal development
• In one study, for
several indicators of
puberty, mean age of
onset was later in
middle vs. lowest
tertile of exposure,
but earlier in the
highest tertile. The
other study reported
no association with
timing of puberty.
• No factors noted
• Unexplained
inconsistency
Based on the potential
for exposure to cause
impaired androgen
function, males exposed
during critical windows
of androgen-dependent
development may be
susceptible.
Other inferences:
Mechanistic evidence
from rodent i.p. studies
and cell culture models
suggest that male
reproductive toxicity is a
primary target for PFDA
(likely through disruption
of Leydig cells and
steroidogenesis), even at
doses associated with
overt systemic toxicity
(i.e., moderate body
weight decreases).
2 medium confidence
cohort studies
Evidence from in vivo animal studies (see Section 3.2.4: Animal studies)
Studies and
confidence
Summary and key findings
Factors that increase
certainty
Factors that decrease
certainty
Evidence stream judgment
Sperm evaluations
1 low confidence study
(due to insensitivity) in
rats exposed for 28
days
• Decreases in testicular
and epididymal sperm
counts at
>0.625 mg/kg-d
• No effects on sperm
motility
• Low confidence (due
to the potential
insensitivity of a short
exposure duration) is
mitigated by
consistent effects
• Consistent effects for
decreased sperm
count across tissues
• Dose-response
gradient for
epididymal sperm
counts
• Lack of expected
dose-response for
testicular sperm
counts
0®Q
Moderate
Coherent effects across sperm counts,
serum testosterone levels and male
reproductive histopathology and organ
weights in a single, high confidence
study; some concerns about
insensitivity due to short-term
exposure.
Histopatholosv
• Mild degenerative
lesions in testes and
epididymis at >1.25
mg/kg-d
• Consistent pattern of
lesions across tissues
• Leydig cell atrophy is
coherent with
decreased sperm
• Potential
confounding by body
weight decreases,
although this concern
is mitigated by
findings from
1 high confidence
study in rats exposed
for 28 days
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Evidence stream summary and interpretation
Evidence integration
summary judgment
counts and
testosterone levels
supplemental
mechanistic studies.
• High confidence study
Reoroductive
hormones
1 high confidence
study in rats for 28
days
• Decreases in serum
testosterone levels at
>0.625 mg/kg-d
• Dose-response
gradient
• High confidence study
• No factors noted
Organ weight
1 high confidence
study in rats for 28
days
• Decreases in testis
and epididymis
weights at
>0.625 mg/kg-d
• Consistent effects
across tissues
• Coherence with sperm
counts histopathology
and testosterone
levels
• Dose-response
gradient
• High confidence study
• No factors noted
Mechanistic evidence and supplemental information (see subsection above)
Biological events or
pathways (or other
information)
Summary of key findings, interpretation, and limitations
Evidence stream judgment
Levdig cell androgen
Key findings and interpretation:
Evidence of altered Leydig cell function
function
• Impaired Leydig cell mitochondrial cholesterol uptake and testosterone
synthesis in two vitro rodent models.
• Altered testosterone secretion in rat testes and altered androgen levels,
reproductive organ weights and histopathology in rodent species after acute,
i.p. injection consistent with evidence of reduced steroidogenesis.
Limitations: few studies; in animal models only; acute, i.p. exposure at high doses
associated with systemic toxicity
and decreased androgen production
provide support for the biological
plausibility of the male reproductive
effects of PFDA.
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Evidence stream summary and interpretation
Evidence integration
summary judgment
Reoroductive hormone
Key findings and interpretation:
• Effects in a minority of in vitro studies/assays relating to the AR (receptor
binding, transactivation and cell proliferation) and ER pathways
(transactivation), and in one study on aromatase.
• ToxCast model predictions suggests that PFDA is inactive for AR/ER agonist and
antagonist activities.
Limitations: Mixed results across studies; some effects at cytotoxic levels; models
generally not in male reproductive tissues.
signaling
Other mechanisms
Key findings and interpretation:
• Generally, lack of support for potential role of hepatic androgen metabolism or
indirect systemic toxicity in PFDA-induced male reproductive effects in rodent
studies
Limitations: acute i.p. exposure; high dose; few studies.
1
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3.2.5. FEMALE REPRODUCTIVE EFFECTS
1 Human studies
2 Studies of possible female reproductive effects of PFDA are available for reproductive
3 hormones, fecundity (i.e., time to pregnancy), menstrual cycle characteristics, and endometriosis.
4 In addition, studies were available for spontaneous abortion and preterm birth which could be
5 driven by either female reproductive or developmental toxicity. These outcomes are reviewed in
6 Section 3.2.3 on Developmental effects in this assessment but are included in the consideration of
7 coherence across outcomes for female reproductive effects. The study evaluations for these
8 outcomes are summarized in Figure 3-66.
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_h
w ^>ce
C^6 ^°°
o^6
Bach, 2015, 3981559-
Bach, 2018, 5080557
Barrett, 2015, 2850382
Carwile, 2021,9959594
Ernst. 2019, 5080529-
Jensen et a!., 2020, 6311643 -
Kim, 2020, 6833596 -
Liu, 2020, 6569227
Louis, 2012, 1597490
Lum, 2017, 3858516
Mccoy, 2017, 3858475
Singer, 2018, 5079732-
Timmermann. 2022, 10176553-
Vestergaard, 2012, 1332472
Wang, 2017, 3856459
Wang, 2021, 10176703
Wise, 2022, 9959470
Xie, 2021, 8437891 -
Yang et al„ 2022, 10176804
Zhou, 2016, 3856472
II 1 1 1 1 1 1
-
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Legend
| Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
* Multiple judgments exist
Figure 3-66, Study evaluations for epidemiology studies of PFDA and female
reproductive effects. Refer to HAWC for details on the study evaluation review:
HAWC Human Female Reproductive Effects.
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Reproductive hormones
Reproductive hormones examined in the evaluated studies include testosterone,
estradiol/estrogen, insulin like growth factor 1 (IGF-1), follicle stimulating hormone (FSH),
luteinizing hormone (LH), progesterone, prolactin, and inhibin B, as well as sex hormone binding
globulin (SHBG). Key issues for the evaluation of these studies were sample collection and
processing. For testosterone, LH, FSH, and prolactin, due to diurnal variation, blood sample
collection should be in the morning, and if not, time of collection must be accounted for in the
analysis. If there is no consideration of time of collection for these hormones, the study is classified
as deficient for outcome ascertainment and low confidence overall. The timing of PFDA exposure
relevant for influencing reproductive hormones is unclear and dependent on several factors, and
thus all exposure windows with available data were considered relevant for these endpoints of
interest, particularly given the long half-life of PFDA. This includes cross-sectional studies since
levels of these hormones are capable of being rapidly upregulated or downregulated and they are
not expected to directly bind to or otherwise interact with circulating PFAS.
Ten studies (Timmermann et al.. 2022: Yang etal.. 2022b: Xie etal.. 2021: Tensenetal..
2020b: Liu etal.. 2020b: Yao etal.. 2019: Zhang etal.. 2018a: McCoy etal.. 2017: Zhou etal.. 2016:
Barrett etal.. 20151 reported on associations between PFDA exposure and female reproductive
hormones. Four studies were medium confidence, including cross-sectional studies of healthy
adults in Norway (Barrett etal.. 20151 and the U.S. (Xie etal.. 20211 (latter is low confidence for
testosterone), a cross-sectional study of newborns in China (Liu etal.. 2 02 Obi, and a pregnancy
cohort in China (Yang etal.. 2022b). Most of the remaining six studies were low confidence. In
adults, this included an analysis of women with premature ovarian insufficiency in China (Zhang et
al.. 2018al and a cohort of pregnant women in Denmark fTimmermann etal.. 20221. In children and
adolescents, there was a cohort of adolescents in Taiwan fZhou etal.. 20161 and two studies in
infants, a cohort in Denmark flensen et al.. 2020bl and a cross-sectional study in China fYao etal..
20191. Lastly. McCoy etal. (20171 was considered uninformative due to multiple deficiencies in
study evaluation.
For estrogen, one study, a cohort in pregnant women with follow-up across pregnancy
(Yang etal.. 2022b) examined estrone (Ei), estradiol (E2), and estriol (E3) and reported an inverse
association between PFDA (median 0.8 ng/mL) and estrone (P [95% CI]: -0.12 (-0.24, -0.01)).
Associations with estradiol and estriol were in the same direction but not statistically significant.
The remaining studies examined only estradiol. In general population adults, an inverse, though
non-monotonic, association (P [95% CI] vs Q1 for Q2: -78.64 [-310.37, 153.09]; Q3: -183.04 [-
353.51,-12.56]; Q4: =117.92 [-285.64, 49.70]) was also reported in (Xie etal.. 20211 (median 0.1
ng/mL). Associations varied by age group, with inverse associations in adolescents and 12-49 year
olds, but a positive association in women 50 years of age and older. No association with PFDA was
reported with follicular estradiol in Barrett etal. f20151 (mean PFDA 0.3 ng/mL), or with blood
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estradiol in Zhang etal. (2018a) (median PFDA 0.4 ng/mL), Zhou etal. (20161 (median PFDA
1.0 ng/mL), or cord blood estradiol in Yao etal. (20191 (median PFDA 0.2 ng/mL).
For testosterone, since Barrett etal. f20151 did not examine associations with testosterone,
all of the available evidence is low confidence. None of the four available studies reported a
statistically significant association between PFDA and testosterone fXie etal.. 2021: Yao etal.. 2019:
Zhang etal.. 2018a: Zhou etal.. 20161. and the direction of association was not consistent across
studies (positive association in Yao etal. (20191 and Xie etal. (20211. inverse association in the
other two studies.
For other reproductive hormones, Barrett etal. (20151 also examined luteal phase
progesterone, finding a positive association with PFDA (0.472 (-0.043, 0.987)). Liu etal. f2020bl
examined progesterone in newborns and found no association with PFDA. Zhang etal. f2018al
examined FSH, LH, and prolactin and also found no association with PFDA. Tensen et al. f2020bl
reported inverse associations between PFDA and DHEA (p < 0.05), DHEAS, Androstenedione, and
17-OHP (p>0.05). Lastly, Timmermann etal. (20221 found a positive, though imprecise association
with prolactin during pregnancy (3.3% difference (95% CI -0.4, 7.2) per doubling of PFDA
concentrations).
Overall, the findings in reproductive hormones are primarily null, with a few inconsistent
associations observed. However, due to low exposure levels in most studies and the availability of a
small number of studies per population type (adult women, adolescents, newborns) and
reproductive hormones, the evidence is difficult to interpret.
Fecundity
There are six epidemiology studies that report on the association between PFDA exposure
and fecundity. Fecundity is the biological capacity to reproduce. Time to pregnancy, defined as the
number of calendar months or menstrual cycles from the time of cessation of contraception to
detection of pregnancy, is a primary outcome measure used to study fecundity. There are
challenges in studying this outcome as it is ideal to enroll women at the point when contraception is
discontinued, but this is generally limited to women trying to get pregnant who may not be
representative of the general population. An alternative approach is to enroll pregnant women and
ask for their recall of time to pregnancy, but this is subject to selection bias due to excluding women
who are unable to conceive, and thus are potentially most affected. Two studies were
preconception cohorts and considered medium confidence fLum etal.. 2017: Vestergaard etal..
20121. and two were pregnancy cohorts and considered low confidence fBach etal.. 2018: Bach et
al.. 20151 due to the potential for selection bias described above. Another fecundity-specific
consideration is the potential for confounding in parous women due to factors related to previous
pregnancies (Bach etal.. 20181. In addition to the studies of time to pregnancy, two studies
examined women undergoing infertility treatment; one medium confidence cohort examined
successful pregnancies using IVF fWang etal.. 20211 and one low confidence cross-sectional study
compared PFAS concentrations in women with different types of infertility (with male factor
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infertility as the control group) and associations with fertilization rate (Kim etal.. 2020c). A
summary of the study evaluations is presented in Figure 3-46, and additional details can be
obtained from HAWC.
The results for the association between PFDA exposure and time to pregnancy are
presented in Table 3-27. A fecundability ratio less than 1 indicates a decrease in fecundity/increase
in time to pregnancy. One study fBach etal.. 20181 reported longer time to pregnancy with higher
exposure in the fourth quartile, but only in parous women, which despite adjustment for
interpregnancy interval, may be more likely to be confounded. None of the other available studies
reported a decrease in fecundity/increase in time to pregnancy with higher exposure, though this
observed lack of association could be due to poor study sensitivity resulting from low exposure
levels. In addition to the time to pregnancy results, two studies fBach etal.. 2015: Vestergaardet
al.. 20121 also analyzed infertility as an outcome and found no increase with higher exposure.
Similarly, Wang etal. (2021) reported no increase in negative hcG test or clinical pregnancy failure
following IVF with higher PFDA exposure (associations indicated less pregnancy failure and test
negativity with higher exposure). Kim etal. (2020c) found no association between different
infertility factors (endometriosis, PCOS, genital tract infections, or idiopathic) compared to male
factor infertility. However, Kim etal. f2020cl did report an inverse, though imprecise, association
between PFDA exposure and fertilization rate ((3=-60.83, 95% CI: -129.25, 7.59).
Table 3-27. Associations between PFDA and time to pregnancy in
epidemiology studies
Reference,
study
confidence
Population
Median
exposure (IQR)
or as specified
Comparison
for effect
estimate
Fecundability ratio (FR)
(95% CI)
Vestergaard
etal. (2012),
Preconception cohort (1992-1995),
Denmark; 222 nulliparous women
0.1(0.1, 0.1)a
log-unit
increase
1.15 (0.89, 1.49)
medium
Above median
vs. below
1.40 (0.96, 2.03)
Bach et al.
(2018), low
Danish National Birth Cohort sub-
sample (1996-2002), Denmark, 638
nulliparous women and 613 parous
women
0.2 (0.1-0.2)
Quartiles vs.
Q1
Nulliparous
Q2: 1.13 (0.89, 1.43)
Q3: 1.02 (0.82, 1.28)
Q4: 1.11 (0.89, 1.39)
Parousb
Q2: 0.92 (0.68, 1.26)
Q3: 0.95 (0.71, 1.28)
Q4: 0.86 (0.65, 1.15)
Bach et al.
(2015), low
Aarhus pregnancy cohort (2008-13),
Denmark; 1,372 nulliparous women
0.3 (0.2-0.4)
0.1 ng/mL
increase
1.00 (0.97, 1.03)
Quartiles vs.
Q1
Q2: 1.08 (0.91, 1.28)
Q3: 0.98 (0.83, 1.16)
Q4: 1.08 (0.91, 1.28)
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Reference,
Median
Comparison
study
exposure (IQR)
for effect
Fecundability ratio (FR)
confidence
Population
or as specified
estimate
(95% CI)
Lum et al.
LIFE preconception cohort (2005-09),
U.S.; 401 women
0.4 (0.2-0.6)
Tertiles vs. T1
T2: 0.7 (0.5, 1.1)
T3: 0.9 (0.6, 1.3)
(2017),
medium
*p < 0.05.
Participants with pregnancy.
bThese results were based on a model that corrected PFAS exposure based on an interpregnancy interval of
median length. An alternate model where interpregnancy interval was included as a covariate was statistically
significant in Q4. A model with no adjustment for interpregnancy interval was not significant but had a
monotonic decrease across quartiles (FRs of 0.92, 0.87, 0.78).
Pubertal development
Pubertal development is primarily assessed using established criteria, such as Tanner stage
ratings. In girls, Tanner staging involves evaluation of the development of breasts and pubic hair.
Stage 1 represents prepubertal development; Stage 2, the onset of pubertal development, and Stage
5 represents full sexual maturity. Age at menarche and age at peak height velocity (i.e., the age at
which a child experiences the largest increase in height) can also be used as measures of pubertal
development Three studies, including two medium confidence cohorts in Denmark (Ernst etal..
20191 and the United States (Carwile etal.. 20211 and one low confidence cross-sectional study
fWise etal.. 20221. examined timing of pubertal development with PFDA exposure.
Carwile etal. f20211 used exposure measured during mid-childhood (median 8 years) with
follow-up to early adolescence (median 13 years). Using a pubertal development score based on
parental responses to scales of multiple pubertal markers (breast development, body hair growth,
acne, growth spurt, and menarche), they reported less pubertal development in early adolescence
with higher exposure (P (95%) per doubling of exposure: -0.11 (-0.18, -0.03)). This was consistent
with their findings for older age at peak height velocity (0.23 (0.11, 0.35)) and older age at menarche
(HR (95% CI) per doubling of exposure: 0.91 (0.77,1.0611. Ernst etal. f20191 used maternal
exposure measured in blood and prospectively identified pubertal onset with follow-up checks
every six months. In girls, age at Tanner stages 2 and 3 for breast development were lower with
higher exposure, consistent with Carwile etal. (20211. though not statistically significant. No
association was observed for Tanner stages 4 and 5. No clear patterns for associations were
observed with pubic hair development, axillary hair, or age at menarche. Results for the second and
third tertiles were discordant for some outcomes (lower age at menarche and axillary hair
development in second tertile, higher in third). Looking at a combined puberty indicator outcome,
there was lower age at puberty (not significant) in the second tertile and no difference in the third
tertile compared to the first. Wise etal. (20221 did not report a clear association with age at
menarche (age was higher in both the first and third tertiles compared to the second), but this
study was low confidence due to concerns for lack of temporality between exposure and outcome
misclassification due to recall of age at menarche among adult women. Sensitivity was a concern for
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all three studies, as exposure contrast was narrow. Exposure levels and contrast were slightly
higher in Carwile etal. (20211 than the other studies (IQR 0.4 ng/mL vs 10th-90th percentile
difference of 0.2 ng/mL in Ernst etal. f20191. so it is possible that this is a basis for the clearer
associations in the former study.
Menstrual cycle characteristics
Four epidemiology studies report on the association between PFDA exposure and
menstrual cycle characteristics. Two were cohorts, one a preconception cohort already described
for fecundity (Lum etal.. 20171 and one a pregnancy cohort (Singer etal.. 20181. Two studies were
cross-sectional, one of participants in a preconception cohort fZhou etal.. 2017al and one of
general population black women of reproductive age fWise etal.. 20221. For any outcome related
to menstruation, there is potential for reverse causation because menstruation is one of the
mechanisms by which PFAS are removed from the body fWong etal.. 2014: Zhang etal.. 2013bl.
This potential bias could be away from the null with irregular and longer cycles. Thus, all four
studies were considered low confidence. There were no associations reported between menstrual
cycle length or irregularity and PFDA exposure, but due to limited sensitivity related to exposure
contrasts and low confidence in the studies, these findings are difficult to interpret.
Endometriosis
Two epidemiology studies report on the association between PFDA exposure and
endometriosis. Both studies were cross-sectional, which decreases confidence for this chronic
outcome due to the inability to establish temporality and the likely lack of measurement in the
relevant etiologic window. There is potential for reverse causality as described above since
endometriosis can influence the menstrual cycle and it is possible that this would act in a protective
direction since endometriosis can be associated with heavier and more frequent bleeding which
could increase elimination of PFDA from the body. Parity and related factors such as time since last
child have also been suggested as a source of reverse causality for this association as a longer inter-
pregnancy interval could allow more accumulation of PFAS levels (Wang etal.. 20171. but this was
not a major concern in this set of studies as one study adjusted for parity and the other performed a
sensitivity analysis with only women without a history of pregnancy. Still, because of the concern
related to menstrual cycle irregularity association with endometriosis, all the studies were
classified as low confidence, though one is considered higher quality within that classification; this
study included two groups of women, one group scheduled for surgery (laparoscopy or
laparotomy), and one group identified through a population database who underwent pelvic MRI to
identify endometriosis (Louis etal.. 20121. The remaining study was additionally deficient for
outcome ascertainment, specifically a case definition including only endometriosis-related
infertility among surgically confirmed cases (Wang etal.. 20171. which is likely to include less
severe or asymptomatic cases among the controls. The low confidence study with good outcome
ascertainment fLouis etal.. 20121 reported higher odds of endometriosis with higher exposure in
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the operative sample (OR = 2.95, 95% CI: 0.72,12.1), but lower odds in the population sample
(OR = 0.06, 95% CI: 0.00,12.3), though both estimates were imprecise. The low confidence study
by Wang etal. f20171 reported lower odds of endometriosis-related infertility with higher exposure
(OR vs. Tl: T2: 0.93 (95% CI: 0.51,1.70), T3: 0.74 (95% CI: 0.40,1.35). It is difficult to reconcile the
differing results considering the low number of studies, all of which were low confidence, and the
potential for reverse causality for this outcome.
Premature Ovarian Insufficiency
One low confidence study, a case-control study in China, examined the association between
PFDA exposure and premature ovarian insufficiency (POI) fZhang et al.. 2018bl In this study, POI
was defined as an elevated FSH level greater than 25 IU/L on two occasions more than four weeks
apart and oligo/amenorrhea for at least four months. Because this definition is closely tied to
menstruation, there are concerns for reverse causality as with the previous two outcomes, which
would be expected to be biased away from the null as there is reduced bleeding/elimination of
PFDA from the body. The study reported higher odds of POI (not statistically significant) with
higher PFDA exposure (OR (95% CI) for tertile 2 vs. 1: 1.03 (0.54,1.96), tertile 3 vs. 1: 1.36
(0.71,2.60), but given the lack of additional evidence and concerns for reverse causality, there is
considerable uncertainty in these results.
Animal studies
A single study in the database of toxicity studies for PFDA evaluated female reproductive
effects (NTP. 2018). The study examined the following endpoints after a 28-day gavage exposure
(0, 0.156, 0.312, 0.625,1.25, and 2.5 mg/kg-day) in adultfemale rats: organ weights,
histopathology, hormone levels, and estrous cycles. The NTP f20181 study was evaluated as high
confidence for all endpoints examined (see Figure 3-67). Although there is only a 28-day study
available, the duration of the study is sufficient for assessing female reproductive toxicity given that
significant effects on estrous cyclicity were observed as early as Day 21 of the 28-day study and the
mean estrous cyclicity length is reported to be 4.4 days amongst multiple sub-strains of Sprague
Dawley rats (Marty etal.. 2009).
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7.0^'
,0^
Reporting quality -
Allocation -
Observational bias/blinding -
Confounding/variable control -
Selective reporting and attrition -
Chemical administration and characterization -
Exposure timing, frequency and duration -
Endpoint sensitivity and specificity -
Results presentation -
Overall confidence -
I Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
Figure 3-67. Female reproductive animal study evaluation heatmap. Refer to
HAWC for details on the study evaluation review.
Estrous cycle
Female rats from the three highest dose groups (0,625,1.25, and 2.5 mg/kg-day) were
evaluated for changes in the estrous cycle due to PFDA exposure, as compared to controls. To
examine this endpoint, vaginal smears were performed for sixteen consecutive days before animals
were necropsied. Changes in the percent of time spent in each estrous stage (proestrus, estrus,
metestrus, diestrus) were affected by exposure (see Figure 3-68 and Table 3-28). Specifically, for
proestrus, the percentage of time spent was increased by 103 and 123% at 0.625 and
1.25 mg/kg-day, respectively but then decreased by 81% at 2.5 mg/kg-day. For metestrus, the
percentage of time spent was increased by 23% at 0.625 mg/kg-day but then decreased by 100% at
>1.25 mg/kg-day. A significant trend test was observed for the percentage oftime spentin estrus
with statistically significant decreases (42-84%} at >1.25 mg/kg-day (Figure 3-68 and Table 3-28).
Correspondingly, a significant trend test was observed for the percentage of time spent in diestrus
with statistically significant increases (27-63%) at >1.25 mg/kg-day (see Figure 3-68 and Table 3-
28), Estrous cyclicity was disrupted and all female rats remained in a continuous state of diestrus
at 2.5 mg/kg-day starting on Day 21 (Day 9 of the sixteen days in which vaginal cytology was
assessed). The sustained state of diestrus suggests that these animals may have been infertile (U.S.
EPA. 1996a). although this was not specifically evaluated. Although decreased body weight in
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female rats was observed at the same doses (body weight decreases were 12-36% at
>1.25 mg/kg-day; refer to Section 3.2.10 on General toxicity effects for more details) as effects on
estrous cyclicity, it is unclear if these effects are related and the effect on female reproductive
function is disproportionately more severe and concerning than the moderate changes in body
weight. Although body weight has been shown to fluctuate during the different estrous stages and
weight loss has been shown to correlate with disrupted estrous cyclicity in rats fTropp and Markus.
20011. it is not possible to determine if the decreases in body weight in female rats might be
responsible for the effects on estrous cyclicity observed in the NTP (20181 study. Furthermore,
even though no changes were observed on other stages of the estrous cycle (i.e., proestrus and
metestrus), the effects of PFDA on estrus and diestrus are still considered biologically relevant
given the potential influence that the lack of cyclicity may have on fertility, regardless of whether
the observed decrease in body weight may have partially contributed to these changes. Changes in
cycle length and the number of cycles during the study were not affected in the 0.625 and
1.25 mg/kg-day groups. Data for cycle length and number of cycles could not be determined for the
2.5 mg/kg-day group because estrous cyclicity was disrupted in all female rats at this dose and all
animals remained in a state of continuous diestrus starting at Day 21 until sacrifice.
Table 3-28. Percent changes relative to controls in time spent in each estrous
stage (proestrus, estrus, metestrus, diestrus) in female S-D rats exposed to
PFDA exposure for 28 days (NTP. 2018)
Endpoint
Dose (mg/kg-d)
0.625
1.25
2.5
% of Estrous cycle in diestrus
10
27
63
% of Estrous cycle in estrus
-22
-42
-84
% of Estrous cycle in metestrus
23
-100
-100
% of Estrous cycle in proestrus
103
123
-81
Bold values indicate instances where statistical significance (p < 0.05) compared to controls was reported by study
authors.
Hormone levels
Testosterone was measured in all dose groups at study termination; it is unclear from the
study description if the study authors controlled for fasting or time of necropsy. A significant trend
test was observed with statistically significant increases reported at >0.312 mg/kg-day (see
Figure 3-68). Increases were monotonic and varied from 30% to 348% change from controls;
levels of circulating testosterone were increased more than two-fold at 1.25 mg/kg-day. Other sex
hormones (e.g., estradiol) were not measured in this study. The biological relevance of increased
testosterone to the development of PFDA-induced female reproductive toxicity is unclear.
Specifically, the association of increased testosterone and altered estrous cycling (e.g., prolonged
diestrus) requires further investigation.
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Histopathology
Histological examination of the clitoral gland, ovaries, uterus, and mammary glands were
performed at study termination. Histopathology was examined for the ovaries at all doses; all other
reproductive tissues were examined only in the control and high-dose groups. Histological changes
due to PFDA treatment were not reported for any tissue examined including the uterus (see
Figure 3-68) even though PFDA-effects on estrous cyclicity and uterine weight were reported.
Organ weights
Uterine weights were measured in all dose groups at study termination. A significant trend
test was observed for both absolute and relative weights with the two highest dose groups reaching
statistically significant decreases for both measures (see Figure 3-68). Decreases reached -64%
and -44% change from controls for absolute and relative weights, respectively. Other organs
related to the female reproductive system were not measured. It should be noted that comparisons
of uterine weights were not made in rats that were in the same estrous stage. As noted below, many
studies in rats have shown that uterus weight decreases during diestrus. Therefore, it is unclear if
the reductions in uterus weight are a direct effect of PFDA or rather a secondary effect due to
prolonged diestrus owing to PFDA exposure.
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Study Name Outcome Confidence Experiment Name Effect
Endpoint Name
Animal Description
Trend Test Result
NTP, 2018, 4309127 High confidence 28 Day Oral Estrous Cycle
% of Estrous Cycle in Diestrus
Rat, Sprague-Dawley (Harlan) (i!
significant
# No significant change
% of Estrous Cycle in Estrus
Rat. Sprague-Dawley (Harlan) (-
significant
A Significant increase
% of Estrous Cycle in Metestrus
Rat, Sprague-Dawley (Harlan) (
not significant
~ Significant decrease
% of Estrous Cycle in Proestrus
Rat, Sprague-Dawley (Harlan) (^
not significant
Hormone
Testosterone (T)
Rat, Sprague-Dawley (Harlan) (:
significant
Histopathology
Clitoral Gland Histopathology
Rat. Sprague-Dawley (Harlan) (-
not applicable
Mammary Gland Histopathology
Rat, Sprague-Dawley (Harlan) (
not applicable
Ovary Histopathology
Rat, Sprague-Dawley (Harlan) (_
not applicable
Uterus Histopathology
Rat. Sprague-Dawley (Harlan) (2
not applicable
Organ Weight
Uterus Weight. Absolute
Rat, Sprague-Dawley (Harlan) ("
significant
Uterus Weight, Relative
Rat, Sprague-Dawley (Harlan) (
significant
Estrous Cycle
Number of days in Diestrus
Rat, Sprague-Dawley (Harlan) (
significant
Number of days in Estrus
Rat, Sprague-Dawley (Harlan) (_
significant
PFDA Female Reproductive Effects
—» A A
-•-W—W
-AAA
W
W
•-V-T
mg/kg-day
Figure 3-68. PFDA female reproductive effects (results can be viewed by clicking the HAWC link:
https://hawcprd.epa.gOv/summary/data-pivot/assessment/100500072/pfda-female-reproductive-animal/I
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Mechanistic studies and supplemental information
As discussed in the male reproductive section (see Section 3.2.4), PFDA-induced effects on
AR and ER functions and aromatase activity have been evaluated in in vitro cell culture studies and
high throughput screening (HTS) assays from ToxCastandTox21. Findings from in vitro cell
culture studies and HTS assays do not provide consistent evidence for potential effects of PFDA on
AR or ER functions, or aromatase activity. Additional in vivo and/or cell culture studies are
necessary to address inconsistencies in the available in vitro data and determine whether these
pathways might be disrupted by PFDA exposure. In an in vitro study, PFDA inhibited progesterone
production in mouse Leydig tumor cells, which the study authors postulated was due to oxidative
stress fZhao etal.. 20171. It is not possible to corroborate this effect with data from the lone
reproductive study in rats fNTP. 2018] given that progesterone was not measured in the fNTP.
20181 study. In the NTP T20181 study, Wyeth-14,643 (a PPARa agonist) was shown to cause effects
on estrous cyclicity similar to those reported for PFDA. However, mechanistic studies that
investigate the role of PPARa in PFDA-altered estrous cyclicity are not available.
Evidence Integration
There is indeterminate evidence of an association between PFDA exposure and female
reproductive effects in human studies, though the low confidence studies that were available had
concerns for study sensitivity which reduces the ability to interpret the observed null findings. A
significant inverse association between PFDA and anogenital distance in girls was observed in one
study (see Developmental Effects), which is relevant to female reproductive toxicity. The biological
relevance of this effect on anogenital distance is unclear given that an increase in this measure is
considered adverse in girls rather than a decrease per the U.S. EPA's Guidelines for Reproductive
Toxicity Risk Assessment. Furthermore, the available reproductive hormone evidence for PFDA
does not support an association. Previous studies have shown an association between increased
testosterone and increased anogenital distance in women (Mira-Escolano etal.. 20141. however the
human evidence is inadequate for examining PFDA-induced effects on testosterone in women.
Whereas increased testosterone was observed in female rats in the NTP (20181 study, the study
authors did not measure anogenital distance given that there was no developmental exposure in
the study. The increased testosterone observed in female rats is considered relevant to humans
and given the known association between increased testosterone and anogenital distance in
women, an increase in anogenital distance rather than a decrease would be expected in women
exposed to PFDA. Overall, there is little biological understanding of how hormonal perturbation or
other biological processes might result in a decrease in anogenital distance owing to PFDA
exposure.
In addition to the outcomes described in this Section, there is potential for two of the
outcomes described in the developmental section (refer to Section 3.2.3 for more details), preterm
birth and spontaneous abortion, to be related to female reproductive toxicity. The evidence for
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these outcomes was inconsistent. Given that most of the evidence for female reproductive effects
was null or inconsistent, there is little clear indication of an association. However, the exposure
levels in most of the study populations were low, which resulted in low sensitivity to detect an
effect, and thus these findings should not be interpreted as supporting a lack of effect.
The available data from a 28-day gavage study in rats provide moderate evidence that PFDA
exposure may cause female reproductive toxicity (see Table 3-29). The evidence is sparse. The
data are from a single animal study that did not evaluate fertility, pregnancy outcomes, multiple
hormone levels (only testosterone was measured), or markers of reproductive development. PFDA
was observed to cause effects on the following female reproductive parameters: organ weight
(i.e., decreased uterine weights at >1.25 mg/kg-day), hormone levels (i.e., increased testosterone
levels at >0.312 mg/kg-day), and estrous cycle (i.e., percentage of time spent in estrus and diestrus
at >1.25 mg/kg-day). One factor increasing the strength of the evidence is the severity of the effect
on estrous cyclicity; specifically, that PFDA induced a continuous state of diestrus in 100% of rats
treated at the highest dose tested (2.5 mg/kg-day), which could be indicative of reductions or
delays in fertility. However, some caution in the interpretation of the higher dose effects is
warranted given the significant decreases in body weight, particularly at 2.5 mg/kg-day (36%
decrease). Support for the adversity and concerning nature of prolonged diestrus and its
association with infertility is provided by the following text in the U.S. EPA's Guidelines for
Reproductive Toxicity Risk Assessment:
• "Persistent diestrus indicates temporary or permanent cessation of follicular development
and ovulation, and thus at least temporary infertility,"
• "Pseudopregnancy is another altered endocrine state reflected by persistent diestrus."
• "Significant evidence that the estrous cycle (or menstrual cycle in primates) has been
disrupted should be considered an adverse effect."
• "The greatest confidence for identification of a reproductive hazard should be placed on
significant adverse effects on sexual behavior, fertility or development, or other endpoints
that are directly related to reproductive function such as menstrual (estrous) cycle
normality, sperm evaluations, reproductive histopathology, reproductive organ weights,
and reproductive endocrinology."
Furthermore, prolonged diestrus is commonly reported in rodent models of impaired
fertility (Li etal.. 2017: Caldwell etal.. 2014: Miller and Takahashi. 2014: Mayer and Boehm. 2011)
and continuous diestrus is observed during reproductive senescence in aged female rats (Lefevre
and Mcclintock. 1988). There was also coherence between decreased uterus weight and increased
percentage of time spent in diestrus at >1.25 mg/kg-day. Previous studies have shown that
decreased uterus weight in rats is commonly observed during diestrus fWestwood. 2008: Vasilenko
etal.. 1981: Walaas. 1952: Boettiger. 19461. In addition to prolonged diestrus, PFDA decreased the
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percentage of time spent in estrus fNTP. 2018], which could indirectly cause infertility given that
rodents are sexually receptive only during estrus (Goldman et al.. 20071. The severe, PFDA-induced
decreased time spent in estrus is expected to result in decreased opportunities for mating in the
rats, and therefore reductions or delays in fertility. Unfortunately, no multi-gene rational studies of
PFDA were available to inform this hypothesis.
In this study, PFDA did not cause histopathological changes in female reproductive tissues.
Given the short-term duration of the lone animal study, it cannot be reasonably ruled out that
detectable histopathological effects could have become apparent with a longer observation
window. The short-term duration of the lone animal study does not reduce confidence in the
database for PFDA-induced female reproductive effects given that biologically relevant effects (e.g.,
prolonged diestrus) were still observed.
Taken together, the available evidence indicates that PFDA is likely to cause female
reproductive toxicity in humans under sufficient exposure conditions11 (see Table 3-29). This
conclusion is based primarily on evidence from a high confidence study in rats exposed to doses
ranging from 1.25-2.5 mg/kg-day PFDA for 28 days. The PFDA-induced disruption of estrous
cyclicity observed in female rats from the NTP study (NTP. 20181 and its implications for infertility
can be considered relevant to humans given that the mechanisms responsible for regulating female
reproductivity (e.g., estrous cyclicity in rats and menstrual cycling in humans) are similar between
rats and humans fGoldman etal.. 2007: Bretveld et al.. 20061. Given the sparse evidence base
(i.e., one short-term animal study and largely low confidence or null human studies) and the lack of
understanding for how PFDA exposure causes the observed reproductive effects or whether they
might progress with longer exposures, further studies that could inform this conclusion include
those that examine the effect of PFDA on female fertility and pregnancy outcomes in exposed
animals from subchronic, chronic, developmental, or multigenerational studies, as well as in vivo or
cell culture mechanistic studies.
11 The "sufficient exposure conditions" are more fully evaluated and defined for the identified health effects
through dose-response analysis in Section 5.
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Table 3-29. Evidence profile table for PFDA exposure and female reproductive effects
Evidence stream summary and interpretation
Evidence
integration
summary judgment
Evidence from studies of exposed humans (see Section 3.2.5: Human studies)
0®Q
Evidence indicates
(likely)
Primary basis:
Evidence from a high
confidence study in
rats showing
biologically coherent
effects on uterus
weight and the
estrous cycle after
oral exposure to
PFDA at
>1.25 mg/kg-d for
28 days.
Human relevance:
Evidence in animals is
presumed relevant to
humans given that
mechanisms
regulating female
reproduction are
similar between rats
and humans.
Cross-stream
coherence:
N/A, human evidence
is indeterminate.
Studies,
outcomes, and
confidence
Summary and key findings
Factors that
increase
certainty
Factors that
decrease certainty
Evidence stream
summary
Reoroductive
hormones
4 medium and 5 low
confidence studies
• Inverse association between PFDA exposure and
estrogen observed in 2 studies. Most studies
reported no association with female
reproductive hormones, but sensitivity was
limited in most studies
• No factors
noted
• No factors noted
QQQ
Indeterminate
Within and across
outcomes, findings
were mixed, null,
and/or of low
confidence.
Interpretation of
the lack of an
association for
most outcomes in
these studies is
complicated by
poor sensitivity for
observing effects
due to low
exposure levels.
Fecundity
3 medium and 3 low
confidence studies
• One study reported longer time to pregnancy
with higher PFDA exposure, but only in parous
women. No association observed in other
studies, but sensitivity was limited.
• No factors
noted
• Unexplained
inconsistency,
although a lack
of association in
some studies
may be
attributable to
limited
sensitivity
Pubertal
develooment
2 medium and 1 low
confidence cohort
studies
• One study reported later age at pubertal onset
based on pubertal development score, age at
peak height velocity, and age at menarche. Two
other studies reported no clear association
• Coherence of
related
effects in one
study
• Unexplained
inconsistency
Menstrual cvcle
4 low confidence
studies
• No association observed between PFDA exposure
and menstrual cycle characteristics, but
sensitivity was limited.
• No factors
noted
• Potential for
reverse causality
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Evidence stream summary and interpretation
Evidence
integration
summary judgment
Endometriosis
2 low confidence
studies
• Higher odds of endometriosis with higher PFDA
exposure in women scheduled for laparoscopy or
laparotomy in one study, but lower odds of
endometriosis in a population-based sample in
the same study and a low confidence study.
• No factors
noted
• Unexplained
inconsistency
across low
confidence
studies
• Potential for
reverse causality
Susceptible
populations and
lifestages:
Based on altered
estrous cyclicity data
in animals, females of
reproductive age may
be at higher risk.
Other inferences:
No specific factors are
noted.
Evidence from in vivo animal studies (see Section 3.2.5: Animal studies)
Studies,
outcomes, and
confidence
Summary and key findings
Factors that
increase
certainty
Factors that
decrease certainty
Evidence stream
summary
Estrous cvcle
1 high confidence
study
• The percentage of time spent in estrus was
significantly decreased at >1.25 mg/kg-d.
• The percentage of time spent in diestrus was
significantly increased at >1.25 mg/kg-d.
• Estrous cyclicity was disrupted at 2.5 mg/kg-d
and all female rats in this dose group remained in
a continuous state of diestrus by Day 21.
• Large
magnitude of
effect and
concerning
severity
• In a high
confidence
study
• Dose-
response
gradient for
effects on the
percentage of
time spent in
estrus and
diestrus.
• Coherence
with reduced
uterus
weight.
• Lack of expected
coherence for
histopathology,
although
possibly
explained by
short exposure
duration
• Potential
confounding by
body weight
decreases.
0®Q
Moderate
Based on multiple,
coherent changes
in female
reproductive
endpoints, most
notably that PFDA
induced a
continuous phase
of diestrus, which
could be indicative
of infertility, in
100% of rats at
2.5 mg/kg-d.
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Evidence stream summary and interpretation
Evidence
integration
summary judgment
Organ weight
1 high confidence
study
• Decreased absolute and relative uterine weights
at >1.25 mg/kg-d.
• Dose-
response
gradient in a
high
confidence
study
• Potential
confounding by
body weight
decreases
(mitigated some
by comparable
effects on
absolute and
relative weights)
Hormone levels
1 high confidence
study
• Increased testosterone levels at >0.312 mg/kg-d.
• Dose-
response
gradient in a
high
confidence
study
• Unclear
biological
relevance of
increases
Histopathology
1 high confidence
study
• No PFDA-induced histopathological changes
were observed for the clitoral gland, ovaries,
uterus, and mammary glands.
• No factors
noted
• No factors noted
Mechanistic evidence and supplemental information (see subsection above)
Biological events
or pathways
Primary evidence evaluated
Key findings, interpretation, and limitations
Evidence stream
judgment
Hormone levels
Interpretation: PFDA inhibits progesterone
production.
Key findings:
• PFDA reduced progesterone production in mouse
Leydig tumor cells. The study authors suggested
that oxidative stress may be a possible
mechanism.
Limitations: Single study available, lack of evidence
examining effects on other sex hormones.
• Evidence of
decreased
progesterone
production
provides
limited
support for
the biological
plausibility of
the female
reproductive
effects of
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Evidence stream summary and interpretation
Evidence
integration
summary judgment
PFDA. It is not
possible to
corroborate
this effect
with data
from the lone
reproductive
study in rats
(NTP, 2018)
progesterone
was not
measured in
thefNTP,
2018) study.
1
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3.2.6. CARDIOMETABOLIC EFFECTS
Methodological considerations
Cardiometabolic risk refers to the likelihood of developing diabetes, heart disease, or
stroke. Contributors to this risk include a combination of metabolic dysfunctions mainly
characterized by insulin resistance, dyslipidemia, hypertension, and adiposity.
Human studies
There are 22 epidemiology studies that report on the relationship between PFDA exposure
and cardiometabolic effects, including serum lipids (12 studies), blood pressure (5 studies),
atherosclerosis (2 studies), cardiovascular disease (2 studies), ventricular geometry (1 study),
diabetes and insulin resistance (11 studies), adiposity and weight gain (6 studies), and metabolic
syndrome (2 studies).
Serum lipids
Cholesterol as found in, low-density lipoprotein (LDL) is one of the major controllable risk
factors for cardiovascular disease including coronary heart disease, myocardial infarction, and
stroke. Cholesterol levels are typically measured in the blood. Twenty-three studies
(28 publications) report on the association between PFDA exposure and serum lipids (e.g. total
cholesterol, lipoprotein complexes, and triglycerides). There were multiple outcome-specific
considerations for study evaluation that were influential on the ratings. First, for outcome
ascertainment, collection of blood during a fasting state is preferred for all blood lipid
measurements fNIH. 2020: Nigam. 20111 but lack of fasting was considered deficient for
triglycerides and LDL-cholesterol (which is typically calculated using levels of triglycerides, as well
as total cholesterol and HDL, using the Friedewald equation). This is because triglyceride levels
remain elevated for several hours after a meal fNigam. 20111. Self-reported high cholesterol was
also considered deficient due to the high likelihood of misclassifying cases as controls (Nataraian et
al.. 20021. Both of these issues are likely to result in nondifferential outcome misclassification and
to generally bias results towards the null. It was also considered important to account for factors
that meaningfully influence serum lipids, most notably use of cholesterol lowering medications and
pregnancy. Studies that did not consider these factors by exclusion, stratification, or adjustment
were considered deficient for the participant selection domain. All the available studies analyzed
PFDA in serum or plasma and serum lipids using standard, appropriate methods. As described in
Section 3.2.8 on Endocrine effects, reverse causation was considered but is unlikely to significantly
bias the results because PFAS, including PFDA, do not preferentially bind to serum lipids, so
exposure measurement was adequate for this outcome across all studies.
A summary of the study evaluations is presented in Figure 3-69, and additional details can
be obtained from HAWC. Three studies were excluded from further analysis due to critical
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1 deficiencies in at least one domain. Most studies (14) were classified as medium confidence, though
2 five of these were classified as low confidence for triglycerides and LDL cholesterol due to lack of
3 fasting as described above fBlomberg etal.. 2021: Tensen etal.. 2020a: Yang etal.. 2020: Zengetal..
4 2015: Starling et al.. 2014b! Six studies were classified as low confidence fVarshavsky etal.. 2021:
5 Khalil etal.. 2020: Lin etal.. 2020b: Koshv etal.. 2017: Christensen etal.. 2016: Fu etal.. 20141 for
6 all lipid endpoints. For the majority of studies, sensitivity to detect an effect was a concern due to
7 limited exposure contrast, and thus null associations are interpreted with caution. Potential for
8 confounding across PFAS was considered within individual study evaluations and synthesized
9 across studies.
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9-3^' O* GS6^' CN
Sternberg AJ et al. 2021
C-skrrsk, 2022, 10273389'
Chrrstensen, 2016, 3858533-
Dong. 2019. 5080195-
~under Let al. 2022-
Fu. 2014. 3749193-
Kang. 201S. 4937557
Seo, 2018, 4238334-
>&rshavsky JR et al. 2021
Yang J etal. 2020
Vang, 2018, 4238452-
Zeng, 2015, 2851005-
Zhang, 2019, 5033575-
+
—J
+
+
D
+
L
+
+
+
+*
+
+
+~
-
+
+
+
+
~
+
+
"
+
+
+
+
+
f
+
+
+
-
+
+
- -
+
+
~
+
+
+
+
+
*
*¦*
+
+
+
+
+
+
+
+
- -
+
+
+
-
- -
+
+
- -
+
+
|
Q
+
+
+
*
+
+
+
+
+
-§•
+
+
+
- -
B
~
+
+*
+
+
+~
~
+
+
+
+
+
- -
+
+
+
+
+
+
+
+»
B
a
+
-P
+
+
+
1*0
~
_
D
~
Legend
I Gccd (metric) or High confidence (overall)
~ | Adeq ja:e {metric) or Medium confidence (overai "i
Deficient (metric) or Low confidence (overal)
Critically defcient (metric) or Un informative (overa '
~ Mutt z e judgment exist
Figure 3-69. Study evaluation results for epidemiology studies of PFDA and
serum lipids. Refer to HAWC for details on the study evaluation review: HAWC
Human Serum Lipids.
Multiple publications of the same study: Dong et al. (2019) (on figure) includes Christensen et al. (2019) and Jain
and Ducatman (2019a). Liu et al. (2020a) (on figure) includes Liu et al. (2020a)
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Toxicological Review of Perfluorodecanoic Acid and Related Salts
The results for the association between PFDA exposure and blood lipids among the medium
confidence studies are presented in Table 3-30. Of the 14 medium confidence studies, 4 were in
general population adults, 3 were in pregnant women, and 7 were in adolescents and children. In
adults, the majority of studies reported higher total cholesterol with higher exposure, including
four in general population adults fCakmak etal.. 2022: Dunder etal.. 2022: Liu etal.. 2020a: Dong et
al.. 20191. two in pregnant women f Gardener etal.. 2021: Starling etal.. 2014al. This included
statistical significance in three studies fCakmak etal.. 2022: Dunder etal.. 2022: Gardener etal..
20211. and an exposure-response gradient in both studies that examined categorical exposure
(Gardener etal.. 2021: Liu etal.. 2020a). Results in children were less consistent. Four studies
reported statistically significant positive associations in at least one analysis f Averina et al.. 2 0 21:
Blomberg etal.. 2021: Tensen etal.. 2020a: Mora etal.. 20181. but other studies reported inverse
fTian et al.. 2020: Kang etal.. 2018: Zeng etal.. 20151 or null associations. In addition, to the
continuous serum lipids measurements, one study (Averina et al.. 20211 examined dyslipidemia as
a dichotomous outcome (defined as total cholesterol >5.17 mmol/L). They reported increased odds
oflipidemia with higher exposure (OR [95% CI] vs quartile 1: Q2: 2.34 [1.08, 5.05], Q3: 2.19 [1.01,
4.74]; Q4: 2.36 [1.08, 5.16]). Results for triglycerides were not available for all studies, but a
positive association was observed in two studies in adults fCakmak etal.. 2022: Dunder etal.. 20221
and one study in pregnant women fGardener etal.. 20211. while the other one study in adults and
two studies in pregnant women showed no association. An inverse association was observed in
Mora etal. (20181 in children; the direction of this association was not coherent with the reported
positive associations for total and LDL cholesterol in the same cohort, which increases uncertainty.
Other studies in children indicated no association with triglycerides.
Looking at the low confidence studies in adults (Varshavskv etal.. 2021: Khalil etal.. 2020:
Lin etal.. 2020b: Christensenetal.. 2016: Fu etal.. 20141 and adolescents fKoshv etal.. 20171. four
reported increases in total cholesterol fLin etal.. 2020b: Koshv etal.. 2017: Fu etal.. 20141 or
unspecified high cholesterol fChristensen et al.. 20161 with increased exposure, with one being
statistically significant (Koshv etal.. 20171. Two studies (Varshavskv et al.. 2 0 21: Khalil etal.. 20201
reported inverse results. The results of all the low confidence studies were interpreted with caution
due to serious limitations.
Overall, evidence for the association between PFDA exposure and serum lipids is
inconsistent, and this inconsistency cannot be easily explained by study confidence level or the
participant-demographics. This may be partly explained by narrow exposure contrasts which may
have reduced sensitivity and impaired the ability of some studies to observe an effect. However,
the strongest associations were observed in studies (Dong etal.. 2019: Mora etal.. 2018: Starling et
al.. 2014a) with low PFDA exposure levels (median <0.5 ng/mL). This could be an indication that
sensitivity in this body of evidence is adequate, or could be due to residual confounding, such as by
other PFAS or the demographics of the study population. There is some support for the PFAS
scenario, as PFDA was highly correlated with PFNA (0.7) and moderately correlated with PFOS and
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1 PFOA (0.4) in both Starling etal. (2014a) and Dongetal. (20191. and positive associations were
2 stronger for PFOA in Starling etal. (2014a) and for PFNA, PFOS, and PFOA in Dongetal. (20191.
3 Conversely, in Mora etal. f20181. PFDA was highly correlated with PFOA (0.7) and moderately
4 correlated with PFOS (0.6) and PFNA (0.5), but the observed positive associations were strongest in
5 PFDA, and thus are unlikely to be completely explained by confounding. Given available data, there
6 is not enough evidence to state conclusively whether confounding contributed to these results.
Table 3-30. Associations between PFDA and blood lipids in medium
confidence epidemiology studies
Reference
Population
Median exposure
in ng/mL(IQR)
Effect estimate
Total cholesterol
LDL
Triglycerides
General population, adults
Dong et al.
(2019)
Cross-sectional
study, U.S.
(NHANES 2003-
2014); 8,950
adults (20—
80 yrs)
0.2
P (95% CI) for
1-unit increase
6.6
(-8.5, 21.7)
10.7
(-8.5, 29.9)
NR
Cakmak et al.
(2022)
Cross-sectional
study, Canada
(CH MS 2007-
2017); 6,045
participants
0.2 (GM)
% change for
increase
equivalent to
GM
2.8 (0.2, 5.3)*
10.7 (5.5,16.1)*
7.0 (1.0,13.2)*
Dunder et al.
(2022)
Cohort (2001-
2004), Sweden;
864 older adults
(70-80 yrs)
0.3 (0.2-0.4)
P (95% CI) for
change in
exposure and
outcome over
10 yrs
0.23 (0.14, 0.32)*
0.12 (0.03, 0.20)*
0.08 (0.04, 0.12)*
Liu et al.
(2020a)
Cross-sectional
analysis from
randomized
clinical trial of
weight loss; 326
overweight
adults
0.4 (0.2-0.5)
Means ± SE for
tertiles
Tl: 183.1 ±7.9
T2: 186.6 ±7.5
T3: 192.1 ± 7.6
p = 0.2
NR
Tl:138.9± 11.3
T2: 119.7 ± 10.7
T3: 129.3 ± 10.8
p = 0.3
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Reference
Population
Median exposure
in ng/mL(IQR)
Effect estimate
Total cholesterol
LDL
Triglycerides
Pregnant women
Starling et al.
(2014a)
Cross-sectional
analysis from
birth cohort
(2003-2004),
Norway; 891
women
0.09
(
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Toxicological Review of Perfluorodecanoic Acid and Related Salts
Reference
Population
Median exposure
in ng/mL(IQR)
Effect estimate
Total cholesterol
LDL
Triglycerides
(followed to 18
mo)
Mora et al.
Birth cohort
(1999-2002),
U.S.;
682 children (7-
8 yrs)
0.3
(0.2-0.5)
P (95% CI) for
IQR increase
6.8
(3.6,10.1) *
similar for boys
and girls
3.2
(0.6, 5.8) *
similar for boys
and girls
-3.6
(-8.2, 1.0)
similar for boys
and girls
(2018)
Zeng et al.
Cross-sectional
analysis (2009-
2010), Taiwan;
225 adolescents
(12-15 yrs)
1.0
(range
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Toxicologiccil Review of Perfluorodecanoic Acid and Related Salts
Averma, 2021 7410155 -
Eao.2017 3800095 -
Baukov. 2021 7410153-
Chrislens=:r, 2016- 3S58533 -
ChristenEen, 2013 5080398-
Buar-g, 2019.5083534-
Koshy. 201- 4235478 -
Lira. 2017 38585C4 -
Liu, 2018 1S3724C -
Liu, 2321. 9944393 -
Mobacke, 2018. 4354133-
Stariin-j, 2014 2446659-
2021 7410195 -
Vara, 2018. 4238462
Legend
9 -Sofld (metric) or Rigt confidence (overall)
* I Adeqjase metric: or Medium coifiderce (overall)
- | Oefcient (metre) or Low confidence (overall)
9 Critically ceficiert imetric) or Un
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did not report a positive association with preeclampsia. The other two medium confidence studies
reported no increase in the odds of preeclampsia (Huang etal.. 2019b: Starling et al.. 2014a) or
gestational hypertension fHuang et al.. 2019bl. Associations were in the inverse direction in both
studies, but neither was statistically significant In addition, one low confidence study fVarshavskv
etal.. 20211 reported positive associations with continuous blood pressure (both systolic and
diastolic) during mid-gestation.
Table 3-31. Associations between PFDA and hypertensive disorders of
pregnancy in epidemiology studies
Reference,
study
confidence
Population
Median
exposure in
ng/mL (IQR)
Effect estimate
Gestational
hypertension
Preeclampsia
Starling et al.
(2014a).
medium
Nested case-control
study within cohort
in Norway; 1,046
women
0.1
HR (95 CI) for
above vs. below
median
NR
0.81 (0.63, 1.05)
Huang et al.
(2019b).
medium
Cross-sectional study
in China; 674 women
at delivery
0.4(0.2-0.5)
OR (95% CI) for
tertiles vs T1
T2: 1.26(0.48, 3.31)
T3: 0.63 (0.20, 2.00)
T2: 1.16 (0.38, 3.53)
T3: 1.00 (0.31, 3.19)
Liu et al.
(2021a).
medium
Nested case-control
study within cohort
in China; 544 women
0.4(0.3-0.7)
OR (95% CI) for
tertiles vs T1
T2: 1.24(0.74, 2.06)
T3: 1.48(0.89, 2.45)
NR
Birukov et al.
(2021). low
Cohort in Denmark;
1,436 women
0.6(0.5-0.9)
HR (95% CI) for
doubling of
exposure
1.35 (0.86,2.11)
0.93 (0.71, 1.22)
For atherosclerosis, there was a non-significant increase in the echogenicity of the intima-
media complex (a measure of the structural composition of the arterial wall that is an indicator of
early change in the carotid artery) and in the number of carotid arteries with atherosclerotic
plaques only in women in one medium confidence study (Lind etal.. 2017b). but no association with
atherosclerosis in the low confidence study, which did not stratify by sex (Koshv etal.. 2017). In the
single medium confidence study of ventricular geometry (Mobacke etal.. 2018). there was a small
but statistically significant decrease in relative wall thickness (RWT) ((3 = -0.02, 95% CI: -0.04,
-0.01) and increase in left ventricular end-diastolic volume ((3 = 0.95, 95% CI: 0.11,1.79). There is
some inconsistency in the literature about the adversity of decreased RWT, with some studies
indicating increased RWT is associated with hypertension fLi etal.. 20011 and concentric left
ventricular geometry (de Simone et al.. 2005). and others indicating decreased RWT is associated
with abnormal left ventricular geometry (Hashem etal.. 2015) and ventricular tachyarrhythmia
(Biton etal.. 2016). In either case, it is difficult to interpret these results without additional studies.
Overall, there is limited evidence of an association between PFDA exposure and
cardiovascular risk factors. One low confidence study reported a positive association with blood
pressure, and medium confidence studies reported associations with atherosclerosis and
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ventricular geometry, but no association was observed in medium confidence studies of blood
pressure.
Cardiovascular disease
Three studies examined cardiovascular disease and its association with PFDA exposure in
adults. All reported on coronary heart disease fHuang etal.. 2018: Christensen etal.. 2016:
Mattsson etal.. 20151. while one additionally examined total cardiovascular disease, congestive
heart failure, angina pectoris, myocardial infarction (heart attack), and stroke (Huang etal.. 20181.
Two studies were medium confidence (see Figure 3-71), including a case-control study nested
within a prospective cohort of farmers and other rural residents in Sweden fMattsson etal.. 20151.
while the other fHuang etal.. 20181 was based on NHANES, a nationally representative cross-
sectional survey in the U.S. The third study was low confidence and based on a survey of male
anglers in Wisconsin fChristensen et al.. 20161. The timing of exposure measurement in all three
studies was considered adequate, though the prospective measurement in Mattsson etal. (20151
may be more likely to capture the relevant etiologic period of these chronic outcomes. Exposure
levels in the medium confidence studies were similar (median = 0.2 ng/mL), and slightly higher in
the low confidence study (median = 0.5 ng/mL).
For coronary heart disease, Huang etal. f 20181 reported significantly higher odds with
higher exposure (see Table 3-33). Christensen et al. T20161 also reported higher odds, though not
statistically significant, while Mattsson etal. (20151 reported no increase. For other outcomes,
Huang etal. (20181 reported higher odds of total cardiovascular disease, angina pectoris, and
myocardial infarction, and stroke, though these were not statistically significant and only
myocardial infarction and angina pectoris had monotonic gradients across the quartiles (angina
pectoris Q2 vs. Ql: 1.16 (0.67,1.99), Q3: 1.21 (0.75,1.95), Q4: 1.23 (0.68,2.24); myocardial infarction
Q2: 0.99 (0.65,1.49), Q3: 1.32 (0.90,1.92), Q4: 1.38 (0.83,2.28)). There is not a clear explanation for
the differing results in the medium confidence studies; both had similar exposure levels (median
0.2 ng/mL). The populations in Mattsson et al. (20151 and Christensen etal. (20161 are fairly
homogeneous (farmers/rural residents in Sweden and male anglers in Wisconsin, respectively), in
contrast to the nationally representative sample in Huang etal. (20181. It is possible that the
prospective exposure measurement in Mattsson et al. (20151 played a role (vs. cross-sectional
measurement in Huang etal. f 20181 and Christensen etal. f201611. and the lack of additional
prospective studies makes this difficult to interpret Given that the timing of exposure
measurement in Mattsson etal. f20151 is more likely to be during the relevant etiologic window,
the lack of association in that study contributes to considerable uncertainty in this body of
evidence.
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&
Participant selection -
¦
++
i
+
Exposure measurement-
+
+
+
Outcome ascertainment-
-
+
++
Confounding-
-
+
+
Analysis -
+
+
++
Sensitivity -
-
-
+
Selective Reporting -
+
+
+
Overall confidence -
-
+
+
Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
Figure 3-71. Study evaluation results for epidemiology studies of PFDA and
cardiovascular disease. Refer to HAWC for details on the study evaluation review:
HAWC Human Cardiovascular Disease.
Table 3-32. Associations between PFDA and coronary heart disease in
epidemiology studies
Reference, study
confidence
Population
Median exposure
in ng/mL(IQR)
Coronary heart disease
OR (95% CI)
Mattsson et al.
Nested case-control study of farmers and rural
residents in Sweden, exposure measured 1990-
1991 and 2002-2003, cases identified through
2009, N = 462
0.2(0.1)
Q2: 0.87 (0.49, 1.60)
Q3: 1.13 (0.66, 1.94)
Q4: 0.92 (0.53, 1.60)
(2015), medium
Huang et al. (2018),
Cross-sectional study of general population in U.S.
(NHANES), N = 10,859
0.2 (0.2-0.4)
Q2: 1.50(0.97, 2.32)
Q3: 1.17(0.77, 1.79)
Q4: 1.84 (1.26, 2.69) *
medium
Christensen et al.
Cross-sectional study of male anglers in U.S.,
N = 154
0.5 (0.3-0.9)
1.12 (0.49, 2.18)
(2016), low
*p <0.05, NR: not reported.
1 Diabetes and insulin resistance
2 Twenty-one studies (23 publications) reported on the relationship between PFDA exposure
3 and diabetes, insulin resistance, fasting blood glucose, or gestational diabetes. A summary of the
4 study evaluations is presented in Figure 3-72, and additional details can be obtained from HAWC.
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^akmak. 2122.10273388 -
Duan, 2020, 551.3597
Fteiach, 2017. 3858513'
Goodrich. 202". S96C584 ¦
— j 2019 5381135
Sun, 2018. 4241053
Valvi, 2017, 3SS3872
V^lvi. 2021,8438216
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Yu. 2021,7751046
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Legend
Good (metric) or High confdeioe (overall}
Adequate (metric) at Med um confidence (overal j
Deficient (metric) or Low confidence (overall)
Uritically deficient (meSric) or b r irfcmnative (overa
Figure 3-72. Study evaluation results for epidemiology studies of PFDA and
diabetes and insulin resistance. Refer to HAWC for details on the study evaluation
review: HAWC Human Diabetes and Insulin Resistance.
Multiple publications of the same study: Christensen et al, (2019) includes Jain (2021 and Jain (2020a).
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For diabetes, due to concerns for reverse causality resulting from metabolic and behavioral
changes following a diabetes diagnosis, the optimal epidemiological studies would be longitudinal
cohort studies with repeated measurements before onset. Two medium confidence studies
evaluated PFDA exposure and incident diabetes fCharles etal.. 2020: Sun etal.. 20181. Sun et al.
f20181. a nested case-control study, found that at the highest tertile of PFDA exposure (range: 0.2-
1.95 ng/mL), there was a non-statistically significant inverse (i.e., "protective") association seen
with diabetes (OR = 0.7, 95% CI: 0.5,1.1). Charles etal. (2020). also a nested case-control study,
reported results that differed based on the selected control group; an inverse association was
observed with controls matched for birth year and year of blood collection, controlling for BMI (OR
= 0.89, 95% CI: 0.55,1.44), while a positive association was observed with controls additionally
matched for BMI (OR = 1.52, 95% CI = 0.76, 3.07), though neither was statistically significant.
For insulin resistance and blood glucose, there were several outcome-specific
considerations for study evaluation that were influential on the ratings. Homeostatic model
assessment (HOMA) is a method for assessing insulin resistance and (3-cell function from fasting
glucose and insulin measured in the plasma (Matthews etal.. 1985). The HOMA of insulin
resistance (HOMA-IR) is often used in studies evaluating future risk for diabetes and was
considered a primary outcome for this review along with fasting blood glucose. Measures of insulin
resistance and blood glucose, including HOMA-IR, are not interpretable in the presence of diabetes,
particularly if diabetes is treated with hypoglycemic medication since the treatment will affect
insulin production and secretion. Studies that did not consider diabetes status and use of diabetes
medications by exclusion, stratification, or adjustment were thus considered deficient for
participant selection. For the timing of the exposure measurement, unlike the criteria described for
diabetes, exposure and outcome can be assessed concurrently as insulin resistance and blood
glucose can represent short-term responses, and establishing temporality was not deemed a major
concern.
Sixteen studies examined associations between PFDA exposure and insulin resistance or
fasting blood glucose. Nine studies examined associations in adolescents and adults, five studies in
pregnant women, and two studies in children. Six studies did not consider diabetes status of
participants and were thus considered low confidence (Khalil etal.. 2020: Lin etal.. 2020b: Kang et
al.. 2018: Liu etal.. 2018: Fleisch etal.. 2017: Koshv etal.. 2017). The remaining ten studies were
medium confidence fCakmak et al.. 2022: Gardener etal.. 2021: Goodrich etal.. 2021: Valvi etal..
2021: Yu etal.. 2021: Duan etal.. 2020: Ren etal.. 2020: Christensen etal.. 2019: Tensen etal.. 2018:
Wang etal.. 20181six were low confidence.
Results of the insulin resistance and fasting blood glucose are presented in Table 3-34. In
all studies of insulin resistance, the results were generally null, and in the low confidence study by
Fleisch etal. (2017). an inverse association was observed. In the studies of fasting blood glucose,
there was again no clear positive association observed. It is possible that the null associations
could be due to poor sensitivity from narrow exposure contrasts in most of the studies, but a
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1 minority of studies had higher exposure levels with corresponding greater contrast and also found
2 no association. Additionally, null, and even inverse associations could be due to outcome
3 misclassification resulting from inclusion of participants with diabetes in some studies. However,
4 based on the current evidence, there is no indication that PFDA exposure is associated with greater
5 insulin resistance or higher fasting blood glucose levels.
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Table 3-33. Associations between PFDA and insulin resistance in epidemiology studies
Reference
Confidence
Population
Median exposure
(IQR) in ng/mL or
as specified
Exposure change
Effect
estimate
Fasting
blood glucose
Insulin resistance
(HOMA-IR)
General population, adolescents, and adults
Goodrich et
al. (2021)
Medium
Cohort and cross-sectional study of
adolescents in U.S.; 310 in cohort and 137
in cross-sectional
NR (due to high
proportion below
the LOD)
NR
NR
"Not associated"
"Not associated"
Koshv et al.
(2017)
Low
World Trade Center Health Registry
(WTCHR) who resided in NYC and were
born between Sept. 11,1993 and Sept. 10,
2001; U.S.; 402 adolescents
Control
0.1 (0.2)
WTCHR
0.1 (0.1)
In-unit change
Beta
coefficient
(95% CI)
NR
-0.04 (-0.11, 0.03)#
Christensen et
al. (2019)
Medium
Cross-sectional study in U.S. (NHANES
2007-2014); 2975 individuals aged
20 years and older
0.2 (0.1-0.4)
Quartiles
Odds ratio
(95% CI)
Q2: 0.9 (0.7, 1.3)
Q3: 1.1 (0.7, 1.7)
Q4: 0.9 (0.6, 1.5)
NR
Cakmak et al.
(2022)
Medium
Cross-sectional study in Canada (CHMS
2007-2017); 3,356-6,024 individuals 12
years and older
GM 0.2
Change equivalent
to GM
Percent
change
-0.3 (-1.4, 0.8)
5.3 (-3.5, 15.0)
Valvi et al.
(2017)
Medum
Birth cohort in Faroe Islands; 699 young
adults
0.2 (0.2-0.3)
Log2 change
P (95% CI)
Glucose AUC
Exposure at 7 yr
0.0 (-0.01,0.02)
Similar with exposure
at 14, 22, 28 yr and in
men and women
Exposure at 7 yr
0.03 (-0.03, 0.10)
Similar with exposure
at 14, 22, 28 yr and in
men and women
Khalil et al.
(2020)
Low
Cross-sectional study of firefighters in U.S.;
38 men
0.3 (0.2-0.3)
Log unit change
P (95% CI)
No association
(estimates reported
on figure)
NR
Liu et al.
(2018)
Low
Cross-sectional analysis in weight loss
clinical trial
in U.S.; 621 adults
(30-70 yrs)
Male
0.4 (0.3-0.5)
Female
0.4 (0.3-0.6)
n/a
Spearman
correlation
0.08
0.05
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Reference
Confidence
Population
Median exposure
(IQR) in ng/mL or
as specified
Exposure change
Effect
estimate
Fasting
blood glucose
Insulin resistance
(HOMA-IR)
Lin et al.
Low
Cross-sectional study of older adults living
near a high contamination area in Taiwan;
397 adults (55-75 yrs)
Median (range)
1.7(0.6-27)
Quartiles
P (95% CI)
Women
Q2: -4.83 (-13.34,
3.68)
Q3: -4.33 (-12.91,
4.26)
Q4: -5.72 (14.37,
2.94)
Men
Q2: -5.38 (-19.68,
8.92)
Q3: 2.67 (-11.7,
17.05)
Q4: 3.9 (-11.1, 18.9)
NR
(2020b)
Duan et al.
Medium
Cross-sectional study in China; 294 adults
2.1 (1.0-4.1)
1% increase
Percent
change
0.009 (-0.002, 0.020)
NR
(2020)
Pregnant women
Gardener et
Medium
Pregnancy cohort in U.S.; 433 pregnant
women
0.2 (0.1-0.3)
Quartiles
Means (95%
CI)
NR
Insulin: No
association (estimates
reported on figure)
al. (2021)
Jensen et al.
Medium
Birth cohort in Denmark; 649 pregnant
women (15-49 yrs)
0.3 (0.2-0.5)
Two-fold change
% Change
(95% CI)
-1.3 (-3.6, 1.0)
-1.5 (-13.5,12.1)
(2018)
Wang et al.
Medium
1:2 matched case control of pregnant
women in China; 84 cases and 168
noncases
Controls
0.3 (0.2-0.4)
Cases
0.3 (0.2-0.4)
Dichotomous
exposure (tertiles
of outcome)
Odds ratio
(95% CI)
Medium vs. Lowest
FBG
1.3 (0.7-2.4)
Highest vs. Lowest
FBG
1.0 (0.5-1.8)
NR
(2018)
Yu, 2021,
Medium
Pregnancy cohort in China; 2,747 pregnant
women
1.7(1.4)
Log-unit change
P (95% CI)
0.01 (-0.02, 0.04)
1 hr post glucose
tolerance test
0.12 (0.01, 0.22)
2 hr post
0.08 (-0.002, 0.17)
NR
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Reference
Confidence
Population
Median exposure
(IQR) in ng/mL or
as specified
Exposure change
Effect
estimate
Fasting
blood glucose
Insulin resistance
(HOMA-IR)
Ren et al.
(2020)
Medium
Pregnancy cohort in China; 856 pregnant
women
2.0 (1.3-3.2)
In-unit change
OR (95% CI)
for high
glucose
1.24 (0.87, 1.76)
1 hr post glucose
tolerance test
1.61 (1.10, 2.44)
NR
Children
Fleisch et al.
(2017)
Low
Birth cohort in U.S.; 665 mother-children's
pairs
GM (IQR)
Mid-childhood
0.3(0.2, 0.5)
Quartiles
Beta
coefficient
(95% CI)
NR
Mid-childhood
Q2: -7.1 (-22.1, 10.6)
Q3: -31.3 (-42.8,
-17.5) *
Q4: -21.5 (-34.0,
-6.7)*
Kane et al.
(2018)
Low
Cross-sectional study in South Korea; 150
children
(3-18 yrs)
0.06 (0.04-0.1)
In-unit change
Beta
coefficient
(95% CI)
-0.2 (-1.3, 0.9)
NR
*p-value or p-trend < 0.05.
# HOMA-IRwas log-transformed.
Note: Not all results (e.g., sub-group analyses, different exposure classification) were extracted from each study if additional results did not change the
interpretation.
NR = not reported.
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Six studies reported on the association between PFDA exposure and gestational diabetes
(Liu etal.. 2019b: Rahman etal.. 2019: Wang etal.. 2018: Valvi etal.. 2017: Zhang etal.. 20151. Four
studies were medium confidence, one was low confidence, and one fLiu etal.. 2019bl was
uninformative due to lack of control for confounding in single-pollutant models. The three medium
confidence studies were inconsistent, with one fValvi etal.. 20171 reporting higher odds of
gestational diabetes with higher exposure (OR for doubling of exposure: 1.2 (0.7,2.0)), but the
association was not statistically significant and non-monotonic (OR for tertile 2: 2.0 (0.9,4.1), tertile
3: 1.0 (0.5,2.3)). Two medium confidence studies reported close to null association with gestational
diabetes and PFDA exposure (OR: 1.02 (0.86,1.20) in the overall cohort in Rahman etal. (20191. OR
0.95 (0.78,1.16) in Yu etal. f202111. and the other medium confidence study Wang etal. T20181
reported a non-statistically significant inverse association (OR: 0.85 (0.30-2.92)). The low
confidence study fZhang et al.. 20151 reported no association (OR: 1.0 (0.7-1.5)).
Overall, for diabetes and insulin resistance, there were no clear associations with higher
PFDA exposures. Results were generally null or in the inverse direction. While it is possible that a
positive association with these outcomes exists but was obscured by poor sensitivity and/or bias,
there is no clear explanation for the inconsistency based on study confidence, design, or population.
Adiposity
Thirteen studies reported on the association between PFDA exposure and obesity or related
outcomes. Two studies were excluded due to critical deficiencies in participant selection (Yang et
al.. 20181 and confounding (Zhao etal.. 2022: Yang etal.. 20181. Of the 11 remaining studies, four
were cohorts that examined early life exposure to PFDA and adiposity at 18 months (Karlsen etal..
20171. at 4-8 years of age (Bloom etal.. 20221. at 5 years of age (Chen etal.. 2019: Karlsen etal..
20171. and at 13 years of age flanis etal.. 20211: one was a clinical trial of weight loss diets in adults
that examined weight change fLiu etal.. 20181: and one was a cohort of adults living near a uranium
processing site f Blake etal.. 20181. All of these were classified as medium confidence. Five studies
(three in adults and two in children) were cross-sectional (Lind etal.. 2022: Wise etal.. 2022:
Thomsen et al.. 2021: Domazetetal.. 2020: Christensen etal.. 20191 and were low confidence due
to the potential for reverse causation resulting from metabolic changes in obese individuals. The
evaluations are summarized in Figure 3-73.
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em*. 2018. SQ30657
Btaom, 2022 9959635
Chen. 2D 15. 50S0578-
Chrin*nt»n. 2019 S0803$e
Domszei. 2020, 6833700 -
Janii 2021 7410181
Karisen. 2017. 3858520-
Llnd, 2D22. 10176401 -
Liu. 2018. 1937240
TlHHnsen, 2021, 9959568
Wise 2022 9959470
Y»ng. 2016. 4238462
Zhao, 2022. 10273285-
Legerid
| Good (rnetnc) or High conlifjsnce (overall)
Adequate (melrie) or H#<(!inn confiijs-nce (ov«t«S)
D«f>ci«ft< or tow conf«J«o<» (owftl)
CritlcjKy (metric) or Uninfonmativ* jowtal)
Figure 3-73. Study evaluation results for epidemiology studies of PFDA and
adiposity. Refer to HAWC for details on the study evaluation review: HAWC Human
Adiposity.
Multiple publications of the same study: Christensen et al. (2019 includes Jain (2020al
The available studies look at several different outcomes and populations, so are generally
not directly comparable (see Table 3-35). In the five studies in adults, one medium confidence
study reported higher BMI with higher exposure fBlake etal.. 20181 and the other medium
confidence study reported greater weight gain following a weight loss trial (Liu etal. 20181. with
only the latter being statistically significant. Of the three low confidence cross-sectional studies,
two reported statistically significant inverse associations with BMI in women (Lind et al.. 2022:
Wise etal.. 20221. while the third also reported an inverse, though not statistically significant,
association with waist circumference. In children, one medium confidence birth cohort fKarlsen et
al.. 20171 reported a slightly higher proportion of overweight participants with higher exposure at
18 months when maternal exposure was modeled as a continuous variable (RR = 1.14,
95% CI 0.91,1.43), but this was not statistically significant and not monotonic when modeled in
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tertiles (RRT2 vs. T1 = 0.90 (95% CI: 0.71,1.15), T3 vs. T1 = 1.03 (95% CI: 0.82, 1.31))or in follow-
up of the children at 5 years. However, a cross-sectional analysis by Karlsen et al. (20171 in this
population at 5 years indicated lower BMI and incidence of children who were overweight with
higher exposure. A second medium confidence birth cohort study reported non-significant inverse
associations in girls and non-significant positive associations in boys at 5 years fChen etal.. 20191.
The other two medium confidence cohort studies, including a birth cohort with exposure
measurement in gestation and follow-up to 4-8 yrs (Bloom etal.. 20221 and a cohort with exposure
measurement in mid-childhood (age 8) and follow-up to age 13 (Tanis etal.. 20211 were null overall
with regard to BMI and fat mass. The two low confidence cross-sectional studies reported inverse
associations with fat mass fDomazet et al.. 20201 and measures of fat obtained with MRI and Dual
X-ray absorptiometry fThomsen et al.. 20211. Overall, there is some limited evidence of an
association between PFDA exposure and adiposity in adults in two medium confidence studies, but
there is considerable uncertainty, and this association was not observed in studies of children.
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Table 3-34. Associations between PFDA and adiposity in epidemiology studies
Reference, study
confidence
Population
Median exposure (IQR) in
ng/mL
Effect estimate
BMI
Waist circumference
Other
Adults
Blake et al.
(2018). medium
Prospective cohort near a
uranium processing site in
U.S.; 210 adults
0.1(0.1, 0.2)
% change
(95% CI) for IQR
increase in exposure
0.7 (-1.3,2.7)
NR
NR
Christensen et
al. (2019). low
NHANES, cross-sectional in
U.S.; 2,975 adults (20+ yr)
0.2 (0.1, 0.4)
OR (95% CI) for
increased WC by
quartiles (ref Ql)
NR
Q2: 0.9 (0.6, 1.2)
Q3: 0.9 (0.5, 1.5)
Q4: 0.8 (0.5, 1.3)
NR
Liu et al. (2018).
medium
Clinical trial of weight loss
diet in U.S.; 621 adults
Male
0.4 (0.3-0.5)
Female
0.4 (0.3-0.6)
Mean difference
NR
NR
Weight gain following trial
Tl: 2.5 ±0.9
T2: 3.1 ±0.9
T3: 4.2 ±0.8,
p-trend: 0.03
Children
Karlsen et al.
(2017), medium
Prospective birth cohort in
Faroe Islands; 444 children
at 18 mo and 371 at 5 yr
P (95% CI) for BMI;
Relative risk for
overweight
18 mo 0.1 (-0.1, 0.3)
5 yr (-0.04 (-0.2,
0.1)
NR
Overweight
18 mo 1.1 (0.9,1.4)
5 yr 1.0 (0.6,1.7)
Chen et al.
(2019). medium
Prospective birth cohort in
China; 404 children at 5 yr
0.4 (range 0.2-2.0)
P (95% CI) for log-unit
change
Girls: -0.2 (-0.4, 0.1)
Boys: 0.1 (-0.3, 0.5)
Girls: -0.7 (-1.5, 0.1)
Boys: 0.2 (-0.8,1.0)
Body fat percentage (%)
Girls:-1.1 (-2.3, 0.2)
Boys: 1.1 (-0.2, 2.3)
P (95% CI) for tertiles
(ref Tl)
Girls
T2: -0.1 (-0.7, 0.4)
T3: 0.0 (-0.6, 0.5)
Boys
T2: -0.2 (-0.8, 0.4)
T3: 0.2 (-0.5, 0.8)
Girls
T2: -0.6 (-2.2, 1.0)
T3: -0.5 (-2.2, 1.1)
Boys
T2:-0.9 (-2.5, 0.7)
T3: 0.5 (-1.1, 2.1)
Girls
T2: -0.6 (-3.2, 1.9)
T3: -1.5 (-4.1, 1.0)
Boys
T2: 0.5 (-1.5, 2.6)
T3: 2.0 (-0.1, 4.1)
NR = not reported.
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Metabolic syndrome
The current criteria for clinical diagnosis of metabolic syndrome include the following:
larger waist circumference; elevated triglycerides >150 mg/dL (1.7 mmol/L); reduced HDL-C
<40 mg/dL (1.0 mmol/L) in males and <50 mg/dL (1.3 mmol/L) in females; elevated blood
pressure: systolic >130 and/or diastolic >85 mm Hg; and elevated fasting glucose >100 mg/dL
(Alberti et al.. 2009). Main considerations are that three abnormal findings out of five in the criteria
would qualify a person for the metabolic syndrome and that country- or population-specific cut
points for waist circumference should be used (Alberti et al.. 2009).
Three studies reported on the association between PFDA exposure and metabolic
syndrome. One study was uninformative due to critical deficiencies in participant selection fYang et
al.. 20181. The remaining two studies were cross-sectional, with one fChristensen et al.. 20191
being medium confidence and one being low confidence fLin etal.. 2020bl. Christensen et al. f20191
found an exposure-dependent, significant inverse association between PFDA exposure and
metabolic syndrome (OR: 0.72; 95%CI: 0.54, 0.97 within (PFDA); quartile 2: 0.93; 95%CI: 0.64,
1.35, quartile 3: 0.71; 95%CI: 0.43, 1.18, and quartile 4: 0.56; 95%CI: 0.31,1.01). Lin etal. C2020bl
also reported an inverse association (not statistically significant) in women (OR (95% CI) for
quartilesvs. Ql, Q2: 0.68 (0.33, 1.4); Q3: 0.78 (0.38,1.61); Q4: 0.51 (0.24, 1.08) but reported a
positive association (also not statistically significant) in men (Q2: 0.94 (0.31, 2.85); Q3: 1.43 (0.48,
4.22); Q4: 1.9 (0.63,5.77).
Animal studies
There is a single study available in experimental animals that evaluated endpoints related to
cardiometabolic effects following short-term exposure to PFDA fNTP. 20181. The study exposed
female and male SD rats to PFDA doses of 0, 0.156, 0.312, 0.625,1.25 and 2.5 mg/kg-day for 28 days
via gavage and included endpoints such as serum lipids, histopathology, and organ weights.
Confidence in the study was rated as high during study evaluation for these endpoints with no
outstanding issues regarding risk of bias or sensitivity (see Figure 3-74).
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Reporting quality
Allocation
Observational bias/blinding
Confounding/variable control
Selective reporting and attrition
Chemical administration and characterization
Exposure timing, frequency and duration
Endpoint sensitivity and specificity
Results presentation
Overall confidence
ffi
,V2-1
I Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
! Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
Not reported
Figure 3-74. Evaluation results for animal study assessing effects of PFDA
exposure on cardiometabolic effects. Refer to HAWC for details on the study
evaluation review.
Histopathology
The heart and blood vessel were examined histologically in rats in the control and high-dose
groups (2.5 mg/kg-day) at study termination (see Figure 3-75). An increase in the incidence of
granulomatous inflammation of the epicardium (2/10 rats; moderate severity) was reported in
high-dose females after PFDA exposure. Granulomas are focal, inflammatory tissue responses that
arise from a broad range of etiologies, including infectious and non-infectious processes fBoros and
Revankar. 20171. This lesion was not observed in exposed males or in the controls. Results for
blood vessel histopathology were null. The biological significance of the histopathological
observations in females is unknown given the sparse information available.
Serum lipids
Cholesterol is important for maintaining cell membrane integrity and transport and is also
used as a precursor for the synthesis of steroid hormones, bile acids and other substances in the
body. Triglycerides are an essential source of energy storage and production. Both cholesterol and
triglycerides are routinely evaluated in blood lipid panels as cardiovascular risk measures.
Cholesterol and triglyceride levels were measured in rat serum after 28-day exposure (see
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Table 3-36 and Figure 3-75. Dose-related decreases in triglyceride levels were reported in male
and female rats exposed to PFDA, with the largest changes occurring in males at the highest doses
(35% and 52% compared to controls at 1.25 and 2.5 mg/kg-day, respectively). A downward trend
(p < 0.01) was reported for cholesterol levels in females, reaching 35% compared to controls at
2.5 mg/kg-day. In males, cholesterol decreased 14-38% compared to controls across 0.156-
2.5 mg/kg-day, but the effects did not display a significant trend. The findings should be
interpreted with caution given the known species differences in lipid metabolism and blood
cholesterol levels between rodents and humans that may impact the evaluation of the human
relevance of the observed responses (Getz and Reardon. 2012: Davidson. 2010).
Table 3-35. Percent change relative to controls in serum lipids in a 28-day rat
study after PFDA exposure fNTP. 20181
Animal group
Dose (mg/kg-d)
0.156
0.312
0.625
1.25
2.5
Triglycerides
Male S-D rats
14
-2
-21
-35
-52
Female S-D rats
27
18
-7
-23
-27
Cholesterol
Male S-D rats
-27
-38
-27
-12
-14
Female S-D rats
1
-8
0
-9
-35
Bold values indicate instances where statistical significance (p < 0.05) compared to controls was reported by study
authors.
Organ weight
Terminal absolute and relative heart weights were measured in all exposed animals (see
Table 3-37 and Figure 3-75). It is unclear which metric (i.e., absolute, or relative) would be more
appropriate to evaluate effects on heart weight in the presence of significant body weight changes
fBailev et al.. 20041. As such, both absolute and relative measures were considered herein.
Absolute heart weight showed a decreasing trend (p < 0.01) in males and females, with 15-37%
decreases compared to controls at doses of 1.25 and 2.5 mg/kg-day. In contrast, changes in
relative heart weights did not show a significant trend. The reductions in absolute heart weight
coincide with reductions in body weight observed in these animals at the high-dose groups
(>1.25 mg/kg-day) (see Section 3.2.10 on General toxicity effects for additional details).
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Table 3-36. Percent change relative to controls in heart weights in a 28-day
rat study after PFDA exposure fNTP. 20181
Animal group
Dose (mg/kg-d)
0.156
0.312
0.625
1.25
2.5
Absolute heart weight
Male S-D rats
5
-2
2
-18
-37
Female S-D rats
1
1
-2
-15
-36
Relative heart weight
Male S-D rats
2
-1
6
4
1
Female S-D rats
-3
-3
-2
-3
1
Bold values indicate instances where statistical significance (p < 0.05) compared to controls was reported by study
authors.
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Endpoint Name
Organ
Study Name
Outcome Confidence
Exposure Design
Species, Strain (Sex)
Trend Test Result
PFDA Cardiometabolic Effects
Triglyceride (TRIG)
Blood
NTR 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (o)
significant
• • •
—•
*
—¦V
Rat, Sprague-Dawley (Harlan) (', )
significant
—•
•
—•
Cholesterol (CHOL)
Blood
NTR 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (. ••)
not significant
~
•
—•
Rat, Sprague-Dawley (Harlan) ($)
significant
—•
•
—~
Histopathology
Heart
NTR 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (o)
not significant
•
—•
Epicardium, Granulomatous Inflammation
Heart
NTR 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (9)
not significant
•
—•
Histopathology
Blood Vessel
NTR 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (•)
not applicable
•
—•
Rat, Sprague-Dawley (Harlan) (V)
not applicable
•
—•
Heart Weight, Absolute
Heart
NTR 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (o)
significant
~
Rat, Sprague-Dawley (Harlan) (y)
significant
—•
*
~
Heart Weight, Relative
Heart
NTR 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (o)
not significant
—•
•
—•
Rat, Sprague-Dawley (Harlan) (9)
not significant
—•
—•—
—•
# No significant change^ Statistically significant increase ~ Statistically significant decrease I 0 5 ^ 1 15
J Dose (mg/kg-day)
Figure 3-75. Cardiometabolic effects following exposure to PFDA in short-term oral studies in animals (results can
be viewed by clicking the HAWC link: https://hawcprd.epa.gOv/summarv/data-pivot/assessment/100500072/pfda-
cardiometabolic-effects/1.
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Evidence integration
The evidence of an association between PFDA exposure and cardiometabolic effects in
humans is slight, with an indication of higher serum lipids, adiposity, cardiovascular disease, and
possible markers of atherosclerosis with higher PFDA exposure. While most results were imprecise
and not statistically significant, exposure contrasts for PFDA in the study populations were
relatively narrow, which is interpreted to result in low sensitivity to detect an effect. However,
there is inconsistency across studies for similar outcomes, so there is considerable uncertainty in
the evidence. There is no evidence of an association with diabetes, insulin resistance, and metabolic
syndrome, but the null results are difficult to interpret due to concerns for sensitivity.
Overall, the animal evidence is indeterminate given that the observed changes fail to
establish a coherent pattern of adverse cardiometabolic effects in animals following short-term
PFDA exposure. The evidence in animals is limited to a high confidence study in rats exposed via
gavage for 28 days that examined cardiovascular histopathology, serum lipids and heart weights
(NTP. 20181. Dose-related decreases in triglyceride levels occurred in males and females and
cholesterol also decreased dose-dependently in females. However, the biological significance of
these responses is unclear. Absolute heart weights decreased dose-dependently in rats at the
highest doses (>1.25 mg/kg-day) but confidence in the results is reduced by potential confounding
with decreased body weights and a lack of corroborative findings from histopathological
evaluations or other organ weight measures (relative heart weight was unchanged). A major
limitation in the animal toxicity database of this chemical is the lack of studies examining prolonged
or chronic oral exposures. In addition, for some cardiometabolic endpoints (i.e., serum lipids), it
would be preferred if studies were available in models that are more physiologically relevant to
humans given species differences in lipid metabolism between humans and rodents (Getzand
Reardon. 2012: Davidson. 20101. In the absence of such studies or mechanistic information on
these responses, the human relevance of effects on rodent lipid profiles cannot be determined.
Overall, evidence suggests that PFDA exposure has the potential to cause cardiometabolic
effects in humans under sufficient exposure conditions (see Table 3-38). This conclusion is based
on evidence of an association between PFDA exposure and certain cardiometabolic outcomes
(serum lipids, adiposity, cardiovascular disease, and atherosclerosis) in a small number of
epidemiological studies with median exposure levels from 0.1-0.4 ng/mL; however, issues with
inconsistency across studies raise considerable uncertainty. Moreover, evidence in animals is
sparse and largely uninterpretable regarding its relevance to humans.
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Table 3-37. Evidence profile table for PFDA exposure and cardiometabolic effects
Evidence stream summary and interpretation
Evidence integration summary
judgment
Evidence from studies of exposed humans (see Section 3.2.7: Human studies)
®oo
Evidence suggests
Primary basis:
Some coherent effects in a small
number of medium confidence
epidemiological studies, but
data is largely inconsistent.
Evidence from a high confidence
rat study was indeterminate.
Human relevance:
The utility of the observed
serum lipid effects in rats for
informing human health hazard
is uncertain given the species
differences in lipid metabolism
between humans and rodents.
Cross-stream coherence,
susceptibility, and other
inferences:
No specific factors are noted.
Studies, outcomes, and
confidence
Key findings and
interpretation
Factors that increase
strength or certainty
Factors that decrease
strength or certainty
Evidence stream
judgment
Serum lioids
14 medium and 6 low
confidence studies
• Five of six medium
confidence studies in
adults (including two
in pregnant women)
reported higher
serum total
cholesterol with
higher PFDA
exposure (p <0.05 in
three studies).
• In children, results
were inconsistent.
• Consistency of
direction of
association across
studies in adults for
total cholesterol.
• Exposure-response
gradient in the only
two studies that
examined
categorical
exposure.
• Imprecision in most
positive associations
• Lack of coherence
across measures (total
cholesterol and
triglycerides) in some
studies
®oo
Slight
Positive associations
between PFDA and serum
lipids, adiposity,
cardiovascular disease,
and atherosclerosis in
some studies, but with
the exception of total
cholesterol in adults,
findings were inconsistent
or incoherent across
studies. Exposure levels
were low, which may
explain the lack of
association in some
studies.
Other cardiovascular risk
factors
9 medium and 4 low
confidence studies
• Studies of blood
pressure in the
general population
were largely null.
Three of five studies
reported
hypertension or a
positive association
with blood pressure
among pregnant
women, but there
was inconsistency
among medium
confidence studies.
• There was a non-
significant increase
• No factors noted
• Unexplained
inconsistency across
studies for blood
pressure
• Imprecision in positive
associations observed
for blood pressure and
atherosclerosis
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Evidence stream summary and interpretation
Evidence integration summary
judgment
in the number of
carotid arteries with
atherosclerotic
plaques in women in
one study.
• One study reported
statistically
significant changes
in ventricular
geometry.
Cardiovascular disease
2 medium and 1 low
confidence studies
• One medium and
one low confidence
studies reported
higher odds of
coronary heart
disease (the former
being statistically
significant), but
another medium
confidence study
was null.
• Higher odds of
angina pectoris,
myocardial
infarction, and
stroke were
reported in the
single study that
examined them.
• No factors noted
• Unexplained
inconsistency across
medium confidence
studies, possibly
related to timing of
exposure
measurement
• Imprecision in results
of specific
cardiovascular
conditions
Diabetes and insulin
resistance
15 medium and 6 low
confidence studies
• One study reported
higher odds of
gestational diabetes
with higher PFDA
exposure, but the
• No factors noted
• Unexplained
inconsistency across
studies
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Evidence stream summary and interpretation
Evidence integration summary
judgment
association was non-
monotonic and not
statistically
significant. Other
studies reported
either null or inverse
associations with
gestational diabetes.
• Two studies of
incident diabetes
and 16 studies of
insulin resistance
indicated primarily
null associations
with PFDA exposure.
• Low sensitivity
across majority of
studies
Adiposity
6 medium and 5 low
confidence studies
• One study in adults
reported an increase
in weight gain
(significant trend)
and one reported
higher BMI with
higher PFDA
exposure, but other
studies reported null
or inverse
associations
• Low sensitivity
across studies
• No factors noted
• Unexplained
inconsistency across
studies
Metabolic svndrome
2 medium confidence
studies
• Inverse association
between metabolic
syndrome and PFDA
• No factors noted
• No factors noted
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Evidence stream summary and interpretation
Evidence integration summary
judgment
exposure in two
studies (one
reported a positive
association in men).
Evidence from in vivo animal studies (see Section 3.2.7: Animal studies)
Studies, outcomes, and
confidence
Key findings and
interpretation
Factors that increase
strength or certainty
Factors that decrease
strength or certainty
Evidence stream
summary
Histopathologv
1 high confidence study in
rats for 28 d
• No significant effects
in heart and blood
vessel
histopathology in
rats up to 2.5 mg/kg-
d
• High confidence
study
• No factors noted
QQQ
Indeterminate
Lack of coherent, adverse
effects indicative of
cardiometabolic toxicity.
Serum lipids
1 high confidence study in
rats for 28 d
• Decreases in
triglyceride (males
and females) and
cholesterol levels
(females only) in rats
at >1.25 mg/kg-d for
28 d
• Dose-response
gradient for most
effects
• High confidence
study
• Unclear biological
significance of
decreases in lipids
Organ weight
1 high confidence study in
rats for 28 d
• Decreases in
absolute (but not
relative) heart
weight in rats at
doses >1.25 mg/kg-d
• Dose-response
gradient for
absolute heart
weights
• High confidence
study
• Unexplained
inconsistency across
heart weight measures
• Potential confounding
by body weight
decrease (particularly
since only absolute
weights affected)
C = cohort study; CS = cross-sectional study; CC = case-control study.
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3.2.7. NEURODEVELOPMENTAL EFFECTS
Human studies
N eurodevelopment
There are 13 studies (19 publications) of PFDA and neurodevelopmental outcomes in
humans. The study evaluations are summarized for Figure 3-76. In the case of multiple publications
for the same study population, they were evaluated under one record if the selection procedures for
the analysis population were similar but evaluated under different records if selection procedures
were significantly different (see figure footnote for details). All but one study fGump etal.. 20111
was medium confidence, however all but fNiu etal.. 20191 were deficient for study sensitivity due to
limited exposure contrast With the exception of Gump etal. f20111. all studies were birth cohorts
or case-controls studies nested in cohorts that evaluated maternal exposure to PFDA during
pregnancy and/or during childhood. Functionally there is considerable overlap between different
domains of neurodevelopment, but for the purposes of this review, the outcomes were categorized:
eight studies (9 publications) examined Attention Deficient Hyperactivity Disorder (ADHD),
attention, or related behaviors fDalsager etal.. 2021b: Harris etal.. 2021: Skogheim etal.. 2021:
Luo etal.. 2020: Vuong etal.. 2018: Haver etal.. 2017: Oulhote etal.. 2016: Liew etal.. 2015: Gump
etal.. 20111. eight studies (ten publications) examined cognition and summary measures of
neurodevelopment (Yao etal.. 2022: Harris etal.. 2021: Skogheim etal.. 2020: Niu etal.. 2019:
Harris etal.. 2018: Liew etal.. 2018: Lvall etal.. 2018: Vuong etal.. 2018: Vuong etal.. 2016: Wang
etal.. 20151. five studies examined autism spectrum disorder (ASD) or social behaviors (Skogheim
etal.. 2021: Shin etal.. 2020: Niu etal.. 2019: Lvall etal.. 2018: Liew etal.. 20151. three examined
motor effects fYao etal.. 2022: Niu etal.. 2019: Harris etal.. 20181. and one examined congenital
cerebral palsy fLiewetal.. 20141.
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Dalsager, 2021, 9960591 -
Gump, 2011, 3858629-
Harris, 2018, 4442261 -
H0yer, 2017,4184660-
Liew, 2014, 2852208-
Liew, 2015, 2851010-
Liew, 2018, 5079744-
Luo, 2020, 7175034-
Lyall, 2018, 4239287-
Niu, 2019, 5381527-
Oulhote, 2016, 3789517-
Shin, 2020, 6507470 -
Skogheim, 2019, 5918847-
+
¦M-
~
+
++
-
~
+
~
+
B
Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
+
+
+
-
-
-
+
-
++ 44
~
-
+
+
~
+
+
+
-
+
+
+
+
++
~
-
~
+
+
+
+
+
-
+
+
~
+
-
+
+
+
+
~
-
+
+
+
+
++
+
+
-
+
+
~
+
+
+
~
+
+
~
-
~
+
+
D
-
~
+
+
++
++
+
-
+
+
Skogheim, 2021, 9959649-
Vuong, 2016, 3352166-
++
H
+
+
-
+
+
D
S
+
+
-
+
+
Wang, 2015, 3860120-
Yao, 2022, 10273386-
+
++
+
+
-
+
+
+
| ++ ++
J
+
-
+
+
Figure 3-76, Study evaluation results for epidemiology studies of PFDA and
neurodevelopmental effects. Refer to HAWC for details on the study evaluation
review: https://hawc.epa.gov/summary/visual/assessment/100500072/pfda-and-
neurodevelopmental-outcomes/.ac
^Multiple publications of the same study population:
Project Viva - Harris et al. (2018) also includes (Harris et al.. 2021)
HOME study - Vuong et al. (2016) also includes (Vuong et al., 2018)
bFour publications with data from the Danish National Birth Cohort were evaluated separately due to significantly
different selection procedures but should not be considered independent: (Liew et al., 2014); (Liew et al., 2015):
(Liew et al., 2018): (Luo et al., 2020).
Two publications with data from the Norwegian Mother Father and Child Cohort were evaluated separately due to
significantly different selection procedures but should not be considered independent: (Skogheim et al., 2020)
and (Skogheim et al., 2021).
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Most of the eight studies (reported in nine publications) examining ADHD or related
behaviors reported associations with greater difficulties in attention or behavior problems, but
there is some inconsistency within and across studies and imprecision in the results. Results for the
medium confidence studies are displayed in Table 3-39. Notably, the two studies with the most
clinically relevant outcome measure fSkogheim etal.. 2021: Liew etal.. 20151 examined diagnosed
ADHD and found no increase in the odds of diagnosis (effect estimates were in the inverse
direction). The remaining medium confidence studies (including another publication using the same
population as Liew etal. (2015). resulting in six studies) examined scores on neurobehavioral
assessments including the Strengths and Difficulties Questionnaire (SDQ), the Child Behavior
Checklist (CBC), and the Behavior Rating Inventory of Executive Function (BRIEF). With the
exception of Luo etal. f20201. which reported inconsistent results across child ages, all of these
studies reported associations consistent with greater difficulties in attention or behavior problems
with higher PFDA exposure, though effect estimates were small in most studies. This included
statistically significant associations in Harris etal. (2021) and Oulhote etal. (2016) with SDQ scores
and an exposure-response gradient across categories in Harris etal. (2021) and H0ver etal. (2017).
However, in most studies, the confidence intervals were wide. It is possible that the limited study
sensitivity could explain the non-significant findings, but this would likely not explain the
inconsistency with studies of the more apical outcome of ADHD diagnosis, and thus there is
uncertainty in the findings overall. Finally, a low confidence cross-sectional study examined inter-
response time (IRT) at age 9-11 and found statistically significant decreases in IRT, which indicates
poor response inhibition (a primary deficit in children with ADHD) as the test is designed to reward
longer response times (Gump etal.. 2011).
For the other neurodevelopmental outcomes, results were less consistent. In the eight
studies of cognition and summary neurodevelopmental scores, Vuongetal. f20181. reported higher
odds of "at risk" scores for metacognition and global executive indices at ages 3 and 8 (statistically
significant for the global executive composite, OR 2.95, 95% CI: 1.20, 7.23). Nonstatistically
significant decreases in IQ or similar scores were reported in two studies (Harris etal.. 2018: Wang
etal.. 2015). but the remaining studies did not report associations with IQ (Liew etal.. 2018).
executive function (Harris etal.. 2021). communication and problem solving (Niu etal.. 2019).
working memory (Skogheim etal.. 2020). adaptive or language developmental quotient (Yao etal..
20221. or intellectual disability fLvall etal.. 20181. Among the five studies of ASD and social
behavior, four examined diagnosed ASD; three of these reported inverse associations (statistically
significant in one) fSkogheim etal.. 2021: Shin etal.. 2020: Liew etal.. 20151 and one reported a
null finding (Lvall etal.. 2018). One study examined personal-social skills and found a positive
association with problems which was statistically significant in girls (Niu etal.. 2019). Two of three
studies of motor effects reported non-statistically significant associations with reduced motor
performance fNiu etal.. 2019: Harris etal.. 20181. Lastly, one study of congenital cerebral palsy
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1 found no association with PFDA exposure fLiewetal.. 20141. Due to the poor sensitivity of the
2 available studies, it is difficult to interpret the primarily null results for these outcomes.
Table 3-38. Results for medium confidence epidemiology studies of PFDA
exposure and behavioral and attention effects
Study name,
reference(s)
Measured
Outcome
Exposure
measurement
timing
Estimate type
(adverse
direction®)
Sub-
population
/N
Group or
unit change
Exposure
Median (IQR)
or range
(quartiles)
Effect
Estimate
CI LCL
CI UCL
Norwegian
Mother,
Father, and
Child cohort
Diagnosed
ADHD
Maternal (2nd
trimester)
OR (1s)
1,801
Q1
0.02-0.13
Ref
Q2
0.13-0.17
0.86
0.65
1.13
Skogheim et
Q3
0.17-0.23
0.77
0.59
1.02
al. (2021)
Q4
0.23-1.5
0.61
0.46
0.81
Danish
National Birth
Cohort
Diagnosed
ADHD
Maternal (1st
trimester)
RR (1s)
760
Ln-unit
increase in
exposure
0.2 (0.1-0.2)
0.76*
0.64
0.91
Liew et al.
(2015)
Externalizing
problems at
7 yrs
OR (1s) (odds
of elevated
score)
2,421
Per doubling
of exposure
1.09
0.78
1.53
Luo et al.
(2020)
Internalizing
problems at
7 yrs
1.03
0.72
1.47
Total SDQ
score at 7 yrs
1.11
0.87
1.43
Externalizing
problems at
11 yrs
2,070
0.95
0.70
1.28
Internalizing
problems at
11 yrs
0.95
0.72
1.26
Total SDQ
score at 11
yrs
0.86
0.68
1.08
Odense child
cohort
ADHD
symptom
score on CBC
18 mo
IRR (1s)
(relative
difference in
score)
775
Per doubling
of exposure
0.2
0.98
0.88
1.09
Dalsager et
Maternal (1st
trimester)
1,113
0.3
1.02
0.95
1.09
al. (2021b)
18 mo
OR (1s) (odds
of elevated
775
Per doubling
of exposure
0.2
1.06
0.78
1.44
Maternal (1st
trimester)
score)
1,113
0.3
1.08
0.85
1.37
HOME study
Behavioral
regulation
index on
BRIEF
3 yrs
OR (1s) (odds
of elevated
208
Ln-unit
increase in
0.2
1.95
0.83
4.62
Vuong et al.
(2018)
8 yrs
score)
exposure
0.2
1.70
0.59
4.88
Project Viva
Externalizing
problems
7-11 yrs
Mean
Difference (1s)
628
Q1
<0.1-0.2
Ref
Q2
0.3-0.3
0.2
-0.5
0.9
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Study name,
reference(s)
Measured
Outcome
Exposure
measurement
timing
Estimate type
(adverse
direction®)
Sub-
population
/N
Group or
unit change
Exposure
Median (IQR)
or range
(quartiles)
Effect
Estimate
CI LCL
CI UCL
Harris et al.
(2021)
Q3
0.4-0.4
0.3
-0.4
1.0
Q4
0.5-1.9
0.5
-0.2
1.2
Internalizing
problems
Q1
<0.1-0.2
Ref
02
0.3-0.3
0.2
-0.4
0.7
Q3
0.4-0.4
0.4
-0.2
0.9
Q4
0.5-1.9
0.6
0.0
1.1
Total SDQ
score
01
<0.1-0.2
Ref
02
0.3-0.3
0.4
-0.6
1.3
Q3
0.4-0.4
0.7
-0.4
1.7
Q4
0.5-1.9
1.1*
0.1
2.1
Faroe Island
cohort
(Oulhote et
al.. 2016)
Externalizing
problems
5 yrs
Mean
Difference (1s)
508
Per doubling
of exposure
0.3 (0.2-0.4)
0.45*
0.02
0.87
Maternal (32
wks gestation)
539
0.3 (0.2-0.4)
0.26
-0.29
0.81
Internalizing
problems
5 yrs
Mean
Difference (1s)
508
Per doubling
of exposure
0.3 (0.2-0.4)
0.27
-0.11
0.65
Maternal (32
wks gestation)
539
0.3 (0.2-0.4)
0.26
-0.29
0.81
Total SDQ
score
5 yrs
Mean
Difference (1s)
508
Per doubling
of exposure
0.3 (0.2-0.4)
0.72*
0.07
1.38
Maternal (32
wks gestation)
539
0.3 (0.2-0.4)
-0.01
-0.98
0.96
INUENDO
(Biopersistent
organochlorine
s in diet and
human fertility)
(Hover et
al.. 2017)
SDQ
hyperactivity
score at 5-9
yrs
Maternal
(second
trimester
median)
Regression
Coefficient
m
1,023
In-unit
increase in
exposure
1.5 (10th-90th
0.7-3.4)
0.13
-0.10
0.36
Low
exposure
0.2-1.2
Ref
Medium
exposure
1.2-2.0
0.11
-0.22
0.44
High
exposure
2.0-18.8
0.13
-0.27
0.53
Total SDQ
score at 5-9
yrs
Maternal
(second
trimester
median)
Regression
Coefficient
1,023
In-unit
increase in
exposure
1.5 (10th-90th
0.7-3.4)
0.40
-0.15
0.95
Low
exposure
0.2-1.2
Ref
Medium
exposure
1.2-2.0
0.07
-0.71
0.85
High
exposure
2.0-18.8
0.65
-0.30
1.61
*p <0.05
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SDQ: Strengths and Difficulties Questionnaire. Externalizing problems calculated from conduct and hyperactivity
subscales; Internalizing problems calculate from emotional and peer subscales.
BRIEF: Behavior Rating Inventory of Executive Function
a The arrows indicate the direction the effect estimate will be if there is an association between PFHxS and reduced
behavior. For all the tests included here, higher scores indicate more difficulties/behavior problems/ADHD
diagnosis. For ratio measures such as odds ratios (OR), an effect estimates greater than 1 indicates more
difficulties/behavior problems, while for regression coefficients and mean differences, an effect estimates greater
than 0 indicates more difficulties/behavior problems
Animal studies
There are no available animal toxicity studies informing of potential neurodevelopmental
effects of PFDA via any relevant exposure route and duration.
Evidence Integration
The evidence for potential neurodevelopmental effects in humans is considered slight.
Associations between PFDA exposure and outcomes related to attention and behavior were
reported in multiple epidemiological studies, though there was inconsistency between these
findings and the more clinically relevant measure of ADHD diagnosis. Results for other
neurodevelopmental effects were largely inconsistent, though poor sensitivity due to limited
exposure contrast may explain the lack of association in some studies. No animal toxicity studies
are available. Altogether, based on the available human studies, the evidence suggests that PFDA
exposure might cause neurodevelopmental effects in humans under sufficient exposure conditions4
(see Table 3-40).
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Table 3-39. Evidence profile table for PFDA neurodevelopmental effects
Evidence stream summary and interpretation
Evidence integration
summary judgment
Evidence from studies of exposed humans (see Section 3.2.7: Human studies)
®oo
Evidence suggests
Studies, outcomes, and
confidence
Key findings and
interpretation
Factors that increase
strength or certainty
Factors that decrease
strength or certainty
Evidence stream judgment
ADHD and related
behaviors
7 medium and 1 low
confidence studies
• 5/6 studies examining
behavioral issues
and/or attention
problems reported
positive associations
but the two studies
examining ADHD
diagnosis (the most
clinically relevant
outcome) reported
inverse findings.
• Consistency in
direction of
association for studies
of behavior and
attention
• Unexplained
inconsistency with
studies of ADHD
diagnosis
• Imprecision in most
study results
®oo
Slight
There is some evidence of
greater problem behaviors
and decreased attention
with increasing PFDA
exposure but there is
remaining uncertainty due
to inconsistency and
imprecision.
Primary basis:
Slight evidence of attention
and behavior effects in
humans.
Human relevance, cross-
stream coherence,
susceptibility, and other
inferences:
Evidence comes from
studies in humans at a
susceptible lifestage (in
utero or childhood
exposure).
Other
neurodevelopmental
effects
14 medium confidence
studies
• Some studies reported
decreases in cognition
or motor scores, but
findings were
inconsistent across
studies. No association
was observed with
ASD/social behavior or
cerebral palsy.
• No factors noted
• Unexplained
inconsistency
1
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3.2.8. ENDOCRINE EFFECTS
Human studies
Thyroid effects
Twenty-three studies examined thyroid hormones and PFDA exposure. A summary of the
study evaluations is presented in Figure 3-77, and additional details can be obtained from HAWC.
Two studies were considered uninformative and excluded from further analysis due to critical
deficiencies in confounding and analysis (Seo etal.. 20181 or serious deficiencies in several domains
fKim etal.. 20111. Sixteen studies were classified as medium confidence and five studies were
classified as low confidence fLiu etal.. 2021b: Itoh etal.. 2019: Zhang etal.. 2018a: Ti etal.. 2012:
Bloom etal.. 20101. Of the medium confidence studies, five were cross-sectional, nine were
prospective cohorts, one was a retrospective cohort, and one was participants from a randomized
clinical trial of energy-reduced diets (functionally equivalent to a prospective cohort).
In addition to the general considerations described in Section 1.2.2, there were several
outcome-specific considerations for study evaluation that were influential on the ratings. First, for
outcome ascertainment, collection of blood during a fasting state and at the same time of day for all
participants (or adjustment for time of collection) is preferred for measurement of thyroid
hormones to avoid misclassification due to diurnal variation fvan Kerkhof etal.. 20151. Studies that
did not consider these factors (e.g., by study design or adjustment) were not excluded but were
considered deficient for the outcome ascertainment domain. For participant selection, it was
considered important to account for current thyroid disease and/or use of thyroid medications;
studies that did not consider these factors by exclusion or another method were considered
deficient for the participant selection domain. Concurrent measurement of exposure with the
outcome was considered appropriate for this outcome since circulating hormone levels can change
quickly in response to a change in exposure and the half-life of PFDA in humans is long. All the
available studies analyzed PFDA in serum or plasma using appropriate methods (as described in
the protocol). Thyroid hormones were analyzed using standard and well-accepted methods in all
studies. Overall, while most studies were considered medium confidence, nearly all of them had
limitations in outcome ascertainment and/or study sensitivity (primarily due to low PFDA
exposure levels in the study populations). These ascertainment issues and other (non-differential)
sources of measurement error are likely to bias the results towards the null, and thus null
associations are difficult to interpret
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Atnrruzi R el al. 2020
Aimuzi, 2019. 5387078'
Berg V. 2016. 3350759'
Blate, 2018. 5030357
Bloorn, 2010. 757875
Cakmak. 2022, 10273369
Goo J et al. 2021
Irroue. 2019, 5918599
Itoh. 2019. 5915990
Ji, 2012. 2919189
Kang, 2018. 4937567
Kim HY et al. 2020'
Kim, 2011. 1424975'
Liang H et al. 2020 ¦
Liu M et al. 2021
Liu. 2018. 1937240
Reardon, 2019. 5412435
Seo. 2018. 4238334
Shah-Kulkarra, 2016. 3S59S21
Vfeng. 2013. 4241230
Vteng, 2014. 2850394
Yang, 2016. 3858535
Zhang. 2018. 5079365'
Legend
Good (metric) or H-.gh confidence (overall)
+ Adequate (metric) cr Medium confidence (overall}
Deficient (metr e) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overal )
Figure 3-77. Study evaluation results for epidemiology studies of PFDA and
thyroid effects. Refer to HAWC for details on the study evaluation review: HAWC
Human Thyroid Effects
Multiple publications of single study: Berg et al. (2017) includes Berg et al. (2015). Aimuzi et al. (2019) and Aimuzi
et al. (2020) examine the same birth cohort but are considered separately because the populations are different
(neonates/cord blood in Aimuzi et al. (2019) and pregnant women in Aimuzi et al. (2020). These studies should
not be considered fully independent.
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Twelve studies examined associations with thyroid hormones in adults (11 for T4, 8 for T3,
and 11 for TSH), including those focused on pregnant women. Results were mixed across studies of
the same hormone, with no clear pattern to explain the inconsistency (e.g., study confidence or
population characteristics). For T4 (both free and total), two medium confidence studies flnoue et
al.. 2019: Blake etal.. 20181 and one low confidence study fLiu etal.. 2021bl in general population
adults and one medium confidence study in pregnant women during early gestation fAimuzi etal..
2020) reported small positive associations (higher levels with higher exposure), but these
differences were imprecise (wide confidence intervals andp >0.05) and in Inoue etal. (2019).
nonmonotonic across quartiles of exposure (Inoue etal. (2019): % difference (95% CI): Q2: 1.0
(-2.3, 4.3), Q3: 1.5 (-2.3, 5.4), Q4: -0.5 (-3.6, 2.7); Blake etal. C20181: 2.5% change,
95% CI:= -2.9, 8.3); Aimuzi etal. f20201: (3 (95% CI): 0.05 (-0.03, 0.13)). One low confidence study
fZhang et al.. 2 018al in women with premature ovarian insufficiency (POI) reported non-
statistically significant lower levels of free T4 with higher exposure
((3 (95% CI) = -1.19 (-2.66, 0.28)). The other seven available studies (six medium confidence) did
not report a positive or negative association (Cakmaketal.. 2022: Itoh etal.. 2019: Reardonetal..
2019: Liu etal.. 2018: Yang etal.. 2016a: Berg etal.. 2015: Wang etal.. 2014a). For T3, two medium
confidence studies in pregnant women reported positive associations fAimuzi et al.. 2 02 0: Wang et
al.. 2014al. with statistical significance in one fWang etal.. 2014al. (3 (95% CI) = 0.002 (0, 0.003);
Aimuzi etal. f20201: (3 (95% CI): 0.05 (-0.03, 0.13)). In contrast, three studies, one medium and two
low confidence reported inverse associations (lower T3 with higher PFDA exposure) (Berg et al.
(2015). mean differences vs. the Q1 (95% CI) referent: Q2: -0.04 (-0.08, 0.04), Q3: -0.05 (-0.08, 0),
Q4: -0.10 (-0.14, -0.06); Liu etal. (2021c): % change (95% CI) per ln-unitincrease in PFDA: -3.79
(-7.69, 0.27); and Zhang et al. f2018al in women with POI. (3 (95% CI) = -0.56 (-1.27, 0.16)). Effect
sizes in both directions were close to null. The remaining studies reported no association fltoh et
al.. 2019: Reardon etal.. 2019: Liu etal.. 2018: Yang etal.. 2016al. Of the 11 studies reporting on
TSH, two medium and two low confidence studies reported higher TSH with higher exposure flnoue
etal. f20191: % difference (95% CI): Q2: -2.7 (-21.4, 20.6), Q3: 0.4 (-21.5, 28.5), Q4: 3.6 (-16.7,
28.8):Blake etal. (2018): 11% change, 95% CI: -4.5, 28.8 and Zhang et al. (2018a):
(3 (95% CI) = 0.85 (-0.03,1.72); Liu etal. (2021b): % change (95% CI) per ln-unit increase in PFDA:
9.53 (-6.15, 27.92)), but these estimates were imprecise (wide confidence intervals) and, in Inoue et
al. f20191. were non-monotonic across quartiles of exposure. The results in Blake etal. f 20181.
which was the only study with repeated measures of TSH, were not robust as it changed to an
inverse association when only the first exposure measurements were included in the model, rather
than repeated measures. In addition, one medium confidence study reported a non-significant
inverse association (Cakmaketal. (2022): % change (95% CI) for a one mean increase in PFDA: -7.0
(-17.2, 4.4)). The remaining studies reported no association between TSH and PFDA exposure
fAimuzi etal.. 2020: Itoh etal.. 2019: Reardon etal.. 2019: Yang etal.. 2016a: Berg etal.. 2015:
Wang etal.. 2014a: Wang etal.. 20131. In addition, two medium confidence studies fKim etal..
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2020a: Kang etal.. 20181 examined associations in children and adolescents and reported no
association with free T4 or TSH (both studies) or T3 (Kim etal.. 2020a).
Seven medium confidence studies and one low confidence study examined associations with
thyroid hormones in neonates. For T4 (total or free), there were seven studies available, and only
one reported an association; Liang etal. f20201 reported an inverse association with T4 but not
total T4 (P (9% CI for ln-unit increase in PFDA: -5.07 (-9,78, -0.37)). The remaining studies reported
no (Guo etal.. 2021: Aimuzi etal.. 2019: Itoh etal.. 2019: Shah-Kulkarni etal.. 2016: Yang etal..
2016a: Wang et al.. 2014a). For total T3, two out of six medium confidence studies reported higher
T3 with higher PFDA Shah-Kulkarni etal. (2016): (3 (95% CI) for ln-unit increase in PFDA: 2.4 (-
0.27, 5.09), stronger association in girls ((3 = 3.93 vs 1.02); Liang etal. f20201: 0.06 (0.03, 0.09)). In
contrast, one study reported lower T3 (p < 0.05) in boys with maternal thyroid antibody negative
but higher T3 in boys with maternal thyroid antibody positive (p > 0.05) and girls fltoh etal.. 20191.
The remaining three studies reported no association (Guo etal.. 2021: Aimuzi etal.. 2019: Yang et
al.. 2016a: Wang etal.. 2014a). For TSH, eight studies were available. Three reported inverse
associations between TSH and PFDA exposure, but in Itoh etal. (2019). this was observed only in
boys with maternal thyroid antibody positive, while in Shah-Kulkarni etal. (2016). the association
was observed only in girls and not statistically significant. The association was observed in the
overall population in Wang etal. f2014al. but this was also not statistically significant In addition,
one study reported a positive association with TSH Liu etal. f2021bl. The remaining studies
reported no association (Guo etal.. 2021: Aimuzi etal.. 2019: Yang etal.. 2016a: Berg etal.. 2015).
It is possible that the lack of consistency was due to differences in the timing of exposure
measurement (maternal sampling at median 18 weeks in Berg etal. (2017). second trimester in
Itoh etal. (2019). third trimester in Wang etal. (2014a). and 1-2 days before delivery in Yang et al.
f2016al. and cord blood sampling in Shah-Kulkarni etal. f20161. Aimuzi etal. f20191. Guo et al.
f20211: Liu etal. f2021bl. but this is not possible to evaluate further due to the lack of multiple
studies per sampling period other than cord blood.
Overall, the evidence for the association between PFDA exposure and thyroid effects in
human studies is inconsistent. A few studies do suggest an association between thyroid hormones
and PFDA exposure, but other studies are null, and the direction of association is not consistent
across studies. Even in the studies that observed associations, there is not clear coherence across
outcomes, where one would expect a decrease in T4 and T3 to correspond with an increase in TSH,
or vice versa, though this could be explained by secondary hypothyroidism as discussed below. For
most studies, the exposure levels were low (median exposure was less than 0.5 ng/mL) and there
were narrow exposure contrasts, which along with potential for outcome misclassification in most
studies, reduced the study sensitivity and could have impaired the ability of these studies to
observe a true effect. However, this poor sensitivity would not explain the observed differences in
the direction of association, and thus considerable uncertainty remains.
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Animal studies
Two studies in the database of toxicity studies for PFDA evaluated endocrine effects. One
study exposed female Sprague-Dawley rats for 28 days (0, 0.125, 0.25, and 0.5 mg/kg-day) and
examined the adrenal glands (weight and histopathology) fFrawlev et al.. 20181. The second study
examined the following endpoints in both male and female Sprague-Dawley rats after a 28-day
gavage exposure (0, 0.156, 0.312, 0.625,1.25, and 2.5 mg/kg-day): thyroid hormone levels,
histopathology, and organ weights ("INTP. 20181.
Thyroid hormones levels
Aft-
&
A#
Reporting quality-
Allocation -
Observational bias/blinding -
Confounding/variable control -
Selective reporting and attrition -
Chemical administration and characterization -
Exposure timing, frequency and duration -
Endpoint sensitivity and specificity -
Results presentation -
Overall confidence -
Legend
| Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
NR Not reported
Figure 3-78. Thyroid hormone levels animal study evaluation heatmap. Refer
to HAWC for details on the study evaluation review.
In the NTP ( 20181 study which was considered high confidence (see Figure 3-79), thyroid
hormones were measured in male and female rats exposed to 0-2.5 mg/kg-day for 28 days (see
Figure 3-79 and Table 3-41). For thyroid-stimulating hormone (TSH), a statistically significant
decreasing trend (18 to 55%) was observed in male rats, but a significant decrease compared to
controls was not reported at any dose. No statistically significant change for TSH was observed in
the female rats but increases ranged from 3 to 35% with the lowest effect occurring at
0.625 mg/kg-day. A statistically significant increasing trend was reported for T3 in male (22 to
88%) and female rats with significant increases (24-109%) reported at >1.25 mg/kg-day for
females only. A statistically significant decreasing trend in free thyroxine (fT4) was reported in
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male and female rats with significant decreases at >0.312 mg/kg-day in males (42-82%) and at
>1.25 mg/kg-day in females (39-74%). A statistically significant decrease in total thyroxine (tT4)
was observed in males only at 0.312 mg/kg-day and was unchanged in females at all doses. fT4 is
the preferred measurement over tT4 in adult animals given that the level of tT4 can be dependent
on the amount of serum binding proteins while fT4 is available to be utilized by the body. The
effects of PFDA on fT4 and TSH in male and female rats are consistent with secondary
hypothyroidism, which is characterized by decreased T4 and decreased or normal levels of TSH
(Lewinski and Stasiak. 2017). However, there is uncertainty in this conclusion given that changes
in fT4 and T3 are often expected to occur in the same direction, with T3 being the more active
hormone form and formation of T3 contingent upon the deiodination of fT4. The potential
mechanism and interpretation for an observation of decreasing fT4 with increasing T3 is unknown
and unexamined in the PFDA evidence base.
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Table 3-40. Percent changes relative to controls in thyroid hormone levels in
a 28-day rat study after PFDA exposure fNTP. 20181
Animal group
Dose (mg/kg-d)
0.156
0.312
0.625
1.25
2.5
Thyroid-stimulating hormone (TSH)
Female S-D rats
28
27
3
35
27
Male S-D rats
-18
-18
-22
-41
-55
Triiodothyronine (T3)
Female S-D rats
7
-4
5
24
109
Male S-D rats
-24
-31
-22
54
88
Free thyroxine (fT4)
Female S-D rats
20
32
10
-39
-74
Male S-D rats
-6
-42
-44
-68
-82
Total thyroxine (tT4)
Female S-D rats
11
9
1
-9
13
Male S-D rats
-2
-26
-12
5
7
Bold values indicate instances where statistical significance (p < 0.05) compared to controls was reported by study
authors.
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Study Name Outcome Confidence
Animal Description
PFDA Endocrine Hormones
Thyroid Stimulating Mormon® (TSH) NTP. 2018, 4309127 High confidence
Thyroxine (T4), Free
Thyroxine (T4), Total
Triiodothyronine (T3)
NTP. 2018. 4309127 High confidence
NTP, 2018,4309127 High confidence
NTP. 2018,4309127 High confidence
Thyroid Stimulating Hormone (TSH) NTP, 2018.4309127 High confidence
Thyroxine (T4). Free
Thyroxine (T4). Total
Triiodothyronine (T3)
NTP. 2018, 4309127 High confidence
NTP. 2018.4309127 High confidence
NTP, 2018,4309127 High confidence
28 Day Oral Rat, Sprague-Dawley (Harlan) (<¦') significant
28 Day Oral Rat Sprague-Dawley (Harlan) ( f) significant
28 Day Oral Rat Spraguo-Dawley (Harlan) (. ') not significant ug/dL
28 Day Oral Rat, Sprague-Dawley (Harlan) ( -) significant
28 Day Oral Rat, Sprague-Dawley (Harlan) () not significant
28 Day Oral Rat Spraguo-Dawley (Harlan) (i) significant
28 Day Oral Rat. Sprague-Dawley (Harlan) (i) not significant ug/dL
28 Day Oral Rat Sprague-Dawley (Harlan) (v) significant
0.156
0.312
0.625
1.25
0.156
0.312
0.625
1.25
2.5
0
0.156
0.312
0.625
1.25
2.5
0
0.156
0.312
0.625
1.25
2.5
0
0.156
0.312
0.625
1.25
0.156
0.312
0.625
1.25
2.5
0
0.156
0.312
0.625
1.25
2.5
0
0.156
0.312
0.625
1.25
2.5
% Stalistically significant
Percent control response
| petcenl control low
1 1 r~
-100-80 -60 -40 -20 0 20 40 60 80 100 120 140 160 180 200
Percent Control Response
Figure 3-79. PFDA thyroid hormone levels after short-term oral exposure (results can be viewed by clicking the
HAWC link: https://hawcprd.epa.gOv/summary/data-pivot/assessment/100000026/pfda-endocrine-hormones/l.
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Histopathology
Reporting quality
Allocation
Observational bias/blinding
Confounding/variable control
Selective reporting and attrition
Chemical administration and characterization
Exposure timing, frequency and duration
Endpoint sensitivity and specificity
Results presentation
Overall confidence
Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
NRl Not reported
Figure 3-80. Endocrine histopathology animal study evaluation heatmap.
Refer to HAWC for details on the study evaluation review.
Both the NTP (20181 and Frawlev etal. (20181 studies performed histopathological
examinations to examine PFDA-related effects. The NTP (20181 study was considered high
confidence while the Frawlev etal. f 2 018 study was evaluated as medium confidence due to
incomplete reporting of the null data (see Figure 3-80). NTP (20181 performed histopathological
examination of the thyroid gland, adrenal cortex and medulla, parathyroid gland, and pituitary
gland in both male and female rats fNTP. 20181. Histopathology was examined for the thyroid
gland at all doses; all other endocrine tissues were examined only in the control and high-dose
(2.5 mg/kg-day) groups. NTP (20181 reported that there were no tissue changes observed in any of
the examined organs in either sex (see Figure 3-81). Results from the histopathological
examination of the adrenal glands in female rats from the Frawlev etal. (20181 were qualitatively
reported as being unchanged by PFDA exposure (Frawlev etal. 20181.
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Endpoint Name
Study Name
Outcome Confidence
Exposure Design
Species, Strain (Sex)
Trend Test Result
Adrenal Gland Histopathology
Frawley, 2018, 4287119
Medium confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (9)
not reported
NTP, 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) ( ')
not significant
Rat. Sprague-Dawley (Harlan) ( )
not significant
Parathyroid Gland Histopathology
NTP, 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (S)
not significant
Rat, Sprague-Dawley (Harlan) (2)
not significant
Pituitary Gland Histopathology
NTP, 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (5)
not significant
Rat, Sprague-Dawley (Harlan) (2)
not significant
Thyroid Gland Histopathology
NTP, 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (:')
not significant
Rat, Sprague-Dawley (Harlan) (y)
not significant
PFDA Endocrine Effects
0 No significant change Significant increase ^7 Significant decrease
1
(mg/kg-d)
Figure 3-81. PFDA endocrine histopathology (results can be viewed by clicking the HAWC link: details:
https://hawcprd.epa.gOv/summary/data-pivot/assessnient/100500072/PFDA-Endocrine-Histopath-Animal/l.
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Organ weight
Reporting quality -
Allocation
Observational bias/blinding -
Confounding/variable control -
Selective reporting and attrition -
Chemical administration and characterization -
Exposure timing, frequency and duration -
Endpoint sensitivity and specificity -
Results presentation -
Overall confidence \
Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
NRj Not reported
Figure 3-82. PFDA endocrine organ weights animal study evaluation heatmap.
Refer to HAWC for details on the study evaluation review.
Both the NTP (2018; and Frawlev etal. (20181 studies evaluated PFDA effects on endocrine
organ weights and were considered high confidence for this outcome (see Figure 3-82). As
indicated above, both studies measured adrenal weights. Only the NTP (20181 study measured
thyroid weight; both sexes in rats demonstrated a statistically significant trend in relative thyroid
weight with statistically significant increases reported at >1.25 mg/kg-day in male rats (43% at
both 1.25 and 2.5 mg/kg-day) and at >0.312 mg/kg-day in female rats (27-45%), For absolute
thyroid weight in male rats, there was no significant trend, and no significant change was observed
at any dose tested. In female rats, there was no significant trend but significant increases (33-34%)
were observed at doses ranging from 0.312 to 1.25 mg/kg-day but not at the highest dose tested
(2.5 mg/kg-day). Relative (to body weight) thyroid weight is the preferred measure for this organ
particularly in the presence of body weight changes (Bailey et al.. 20041. Significant reductions in
body weight were observed in the NTP (20181 study at the two highest doses tested
(>1.25 mg/kg-day; refer to the Section 3.2.10 on General toxicity effects for additional details). For
adrenal weight in female rats, no significant changes were observed in rats at doses up to
1.25 mg/kg-day in both studies. A statistically significant decrease (36%) for absolute adrenal
gland weight was observed at the highest dose group (2.5 mg/kg-day) in female rats from the NTP
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1 (20181 study; no change was reported for relative adrenal weight in females in this study. A
2 statistically significant decrease (15-21%) was reported in absolute adrenal gland weight in male
3 rats at all dose groups. Conversely, relative adrenal weight in males was significantly increased
4 (50%) at the highest dose tested fNTP. 20181. The toxicological significance of the adrenal organ-
5 weight changes is unclear; the opposing direction of absolute and relative organ-weight changes
6 suggests a confounding effect of body-weight changes (refer to the General toxicity section for more
7 detail on body-weight effects) at the same doses. Furthermore, No PFDA-induced histopathological
8 changes on the adrenal gland were observed (see discussion above).
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Endpoint Name
Adrenal Gland Weight, Absolute
Study Name Outcome Confidence Exposure Design
NTP, 2018,4309127 High confidence 28 Day Oral
Adrenal Gland Weight, Absolute (Histopathology Cohort) Frawley, 2018, 4287119 High confidence
Adrenal Gland Weight, Relative NTP, 2018, 4309127 High confidence
Adrenal Gland Weight, Relative (Histopathology Cohort) Frawley, 2018, 4287119 High confidence
Thyroid Weight, Absolute NTP, 2018,4309127 High confidence
Thyroid Weight, Relative NTP, 2018,4309127 High confidence
I # No significant change Significant increase ^ Significant decrease I
28 Day Oral
28 Day Oral
28 Day Oral
28 Day Oral
28 Day Oral
Species. Strain (Sex)
Rat, Sprague-Dawley (Harlan) (:
Rat, Sprague-Dawley (Harlan) (
Rat, Sprague-Dawley (Harlan) (:
Rat, Sprague-Dawley (Harlan) (
Rat, Sprague-Dawley (Harlan) (;
Rat, Sprague-Dawley (Harlan) (
Rat, Sprague-Dawley (Harlan) (
Rat, Sprague-Dawley (Harlan) (
Rat, Sprague-Dawley (Harlan) (
Rat, Sprague-Dawley (Harlan) (
Trend Test Result
significant
significant
not significant
significant
not significant
not significant
not significant
not significant
significant
significant
0.01 0.1 1 10
mg/kg-d
PFDA Endocrine Organ Weight
~ ~ ~ ~ ~
•—•—•
•——•—•—A
•—•-—•
•—•—•—•—•
•—A—A—A—•
Figure 3-83. PFDA endocrine organ weight (results can be viewed by clicking the HAWC link:
https://hawcprd.epa.gOv/sumniary/data-pivot/assessment/100500072/PFDA-Endocrine-Organ-Weight/l.
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Mechanistic studies and supplemental information
In support for PFDA-induced changes on thyroid hormones observed in rats from the
28-day NTP f20181. structurally related PFAS (e.g., PFNA; PFOA) have been shown to effect thyroid
hormone levels in rodents. Specifically, PFNA induced hypothyroxinemia in rodents.
Hypothyroxinemia has been defined in humans as a low percentile value of serum free T4 (ranging
from the 2.5th percentile to the 10th percentile of free T4), with a TSH level within the normal
reference range (Alexander etal.. 20171.
Additionally, multiple high-dose, intraperitoneal (i.p.) injection studies have demonstrated
that PFDA affects T3 and T4 serum levels. Specifically, decreases in serum T4 have been repeatedly
observed in rats exposed to PFDA via i.p. injection at doses ranging from 20 to 80 mg/kg (Gutshall
etal.. 1989.1988: Van Rafelghem et al.. 1987a: Langlev and Pilcher. 19851. Evaluations of PFDA
effects on T3 varied among i.p. studies in rats. Langlev and Pilcher f!9851 observed an initial
significant decrease in T3 levels starting at 12 hours post PFDA exposure (75 mg/kg i.p.) as
compared to pair-fed controls, which remained significantly decreased until day 4 of the study.
Following day four of the study, there were no significant differences in T3 serum levels between
pair-fed and PFDA-exposed animals, while serum T4 levels remained significantly diminished
through day eight of the study as compared to the pair-fed controls. Gutshall etal. T19891 also
reported significant decreases in T3 at 75 mg/kg i.p. in rats at 12 and 24 hours after PFDA
exposure. Conversely, no changes in T3 were observed in rats exposed via i.p. to PFDA at doses up
to 80 mg/kg-day (Gutshall etal.. 1988: Van Rafelghem et al.. 1987a). However, the inconsistencies
in PFDA effects on T3 levels could be due to differences in experimental design and the time at
which thyroid hormones were measured. In the studies that showed no effect on T3 levels in rats
f Gutshall etal.. 1988: Van Rafelghem etal.. 1987al. thyroid hormones were measured at 7 and
14 days after PFDA treatment compared to the positive studies that showed effects on hormone
levels at 12 to 48 hours after exposure.
Under normal physiologic conditions, neurons in the hypothalamus release thyroid
releasing hormone (TRH) to stimulate thyrotrophs of the anterior pituitary gland to release thyroid
stimulating hormone (TSH). TSH plays a number of important metabolic functions including
stimulation of the thyroid gland to release triiodothyronine (T3) and thyroxine (T4). When
increased T3 and T4 serum levels reach above a certain blood concentration threshold, secretion of
TRH from the hypothalamus is inhibited via a negative feedback loop.
To evaluate whether PFDA altered the ability of the pituitary and thyroid glands of the
PFDA exposed animals to respond to a physiological stimulation, Gutshall etal. (19891 challenged
male Wistar rats with 500 |J.g/kg TRH at 15 or 22 hours post a single, high-dose 75 mg/kg (i.p.)
PFDA exposure and found that although the percent response changes in T4 and T3 compared to
baseline (i.e., pre-TRH challenge) were similar between the control and PFDA exposed animals, the
absolute values for T4 and T3 in the sera from PFDA exposed animals was significantly less than
that of their control counterparts following TRH stimulation f Gutshall etal.. 19891. These data
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indicate that PFDA may alter the ability of the glands in the hypothalamic-pituitary-thyroid axis
(HPT) to respond to physiological stimulation fGutshall etal.. 19891. Additional studies would help
clarify whether this observation is relevant in other species and at lower, more physiologically
relevant levels of PFDA exposure. Impaired responsiveness of the hypothalamic-pituitary-thyroid
axis to hormonal stimulation could explain the results from the 28-day study in rats fNTP. 2018] in
which TSH and T4 were both decreased by PFDA exposure in male rats; this mechanistic
information does not however provide insight on why T3 was increased in the presence of
decreased TSH and T4.
Additionally, the high dose, i.p. study by Gutshall etal. (1989) showed that PFDA is able to
displace T4 from plasma proteins fGutshall etal.. 19891. The fate of the displaced (i.e., free) T4 is
unknown, but the authors postulated increased biliary excretion may be a potential route of T4 loss.
Using a fluorescence displacement assay, Ren etal. f20161 reported that PFDA binds to
transthyretin, a major transport protein for thyroid hormone, with the potential to displace T4 from
the transport protein in occupational exposure settings. It is unclear how these mechanistic data
which indicate that PFDA decreases protein binding of T4, support the PFDA-induced effects on
thyroid hormone homeostasis observed in rats from the NTP (20181 study. A decrease in protein
binding of T4 could result in increased fT4 (unbound form) and a decrease in tT4 (bound form).
Conversely, decreased fT4 was observed in rats while tT4 was decreased only at the mid-dose in
males and unchanged in female rats exposed to PFDA fNTP. 20181. Interestingly, evaluation of
unsaturated binding capacity of thyroid-binding proteins, measured by T3 uptake analysis showed
that T3 uptake was significantly reduced in the 80 mg/kg PFDA exposed animals as compared to
the pair-fed controls (Van Rafelghem et al.. 1987a). Under in vitro conditions, Ren etal. (2015)
reported binding of PFDA to the human thyroid receptor but that PFDA did not exhibit antagonistic
or agonistic effects on the thyroid receptor pathway fRen etal.. 20151.
Kelling etal. f!9871 sought to determine the effects of PFDA on the thyroid by evaluating
the hepatic activities of L-glycerol-3-phosphate dehydrogenase, malic enzyme, and
glucose-6-phosphate dehydrogenase, which are enzymes that are sensitive to thyroid status. The
activity of these enzymes is increased during hyperthyroidism and decreased during
hypothyroidism (Mariash et al.. 1980). Similar to the study performed by Langley and Pilcher, SD
male rats received a single, high dose i.p. injection of either 20, 40, or 80 mg/kg PFDA and then
hepatic subcellular fractions were prepared following euthanasia. These hepatic fractions were
then used to assay the activity of L-glycerol-3-phosphate dehydrogenase, lactate dehydrogenase,
malic enzyme, and glucose-6-phosphate dehydrogenase. PFDA significantly increased the activity
of L-glycerol-3-phosphate dehydrogenase, cytosolic lactate dehydrogenase and cytosolic malic
enzyme as compared to their pair-fed and ad libitum controls indicating that the increase of
enzyme activity is a direct result of PFDA exposure and not a secondary effect caused by decreased
food intake and subsequent loss in body weight fKelling etal.. 19871. Similar effects of PFDA on
L-glycerol-3-phosphate dehydrogenase and cytosolic malic enzyme in rats were also reported by
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Gutshall etal. (19891. There was no significant difference in glucose-6-phosphate dehydrogenase
activity, hepatic DNA content or protein content. These data indicate that while evidence such as
decreased serum T4 in rats exposed to PFDA is suggestive of a lessened thyroid state, the activation
of thyroid sensitive enzymes is increased in rats exposed to PFDA.
Overall, there is uncertainty in the relevance of the mechanistic studies and supplemental
information to the thyroid effects observed in rats from the NTP f20181 study. Specifically, the
doses from these studies (20-80 mg/kg) are much higher than those used in the 28-day study
(0.156-2.5 mg/kg-day) (NTP. 20181 and have been shown to cause overt systemic toxicity
including a "wasting syndrome" (refer to the General toxicity section), which could confound the
interpretation of the mechanistic data. Additionally, the mechanistic studies and supplemental
information are shorter duration in which rats were exposed to PFDA via i.p. injection rather than
gavage as was done in the NTP f20181 study. Furthermore, a data gap exists because there are no
mechanistic studies available that determined the effect of PFDA on the activities of deiodinases,
which convert free T4 to T3. Data on how PFDA might affect deiodinase activity could inform the
mechanism by which PFDA was observed to decrease fT4 while increasing T3 in rats from the NTP
(20181 study.
Evidence Integration
There is indeterminate evidence of an association between PFDA exposure and endocrine
related effects in studies of exposed humans. The evidence is largely null, but there are concerns
for study sensitivity. The observed associations are inconsistent across studies and not coherent
across thyroid hormones.
There is indeterminate animal evidence of endocrine toxicity- specifically, thyroid effects,
with PFDA based on incoherent evidence from a single high confidence short term study in rats (a
second short term study examined adrenal effects). PFDA was shown to cause changes in thyroid
hormone levels, some of which may be interpreted as suggestive of secondary hypothyroidism, a
phenotype characterized by decreased T4 and decreased or normal levels of TSH (Lewinski and
Stasiak. 20171: however, the PFDA data are not entirely coherent with such a hypothesis.
Specifically, in the NTP (20181 study, significant trends were reported for decreased TSH and fT4
(but nottT4) in male rats at >0.312 mg/kg-day, while significant trends were also reported for
increased T3 (the latter findings are not coherent with hypothyroidism). Likewise, in females,
increased T3 and decreased fT4 was observed at >1.25 mg/kg-day. High dose PFDA exposure-
induced decreases in total T4 were consistently observed in multiple, high dose i.p. studies in rats.
The cause of secondary hypothyroidism is thought to be due to impaired responsiveness of the
hypothalamus-pituitary-thyroid axis (Lewinski and Stasiak. 20171. Consistent with this, PFDA was
shown to impair the response of the hypothalamic-pituitary-thyroid axis to TRH stimulation in rats
from a high dose i.p. study (Gutshall etal.. 19891. These data provide mechanistic insight and
biological plausibility for how PFDA could be decreasing serum levels of T4. Furthermore, there
was coherence with increased relative thyroid weight and decreased fT4 serum levels at
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>1.25 mg/kg-day in male and female rats. A previous study observed increased relative thyroid
weight in a rat model of methimazole-induced hypothyroidism (Soukup etal.. 20011. Also, an
enlarged thyroid is a symptom of hypothyroidism in humans flOEHC. 20141. In support for PFDA-
induced changes on thyroid hormone homeostasis, structurally related PFAS compounds (e.g.,
PFNA; PFOA) have been shown to effect thyroid hormone levels in rodents. However, several
aspects of the available animal data decrease the strength or certainty of the evidence informing
thyroid effects, which was only available from a single oral exposure study. Whereas the NTP
(20181 study reported changes in fT4 and TSH in rats that may indicate secondary hypothyroidism,
there was an increase in T3 that cannot be explained. Furthermore, there are no mechanistic
studies that determined the effect of PFDA on deiodinase activity that could offer insight on how
PFDA decreased fT4 and TSH while increasing T3. Additionally, while fT4 was decreased in male
and female rats from the NTP T20181 study, a consistent decrease in tT4 was not observed.
However as noted above, fT4 not tT4 is the preferred measure in adult animals. Whereas there was
potential coherence between decreased fT4 and increased thyroid weight in rats, it is unclear how
thyroid weight and T3 were increased in the absence of increased TSH or histopathological
changes.
Uncertainty is also associated with the mechanistic studies and supplemental information.
Specifically, inconsistent results were observed for effects on T3 in rats exposed to PFDA via i.p.
injection and results from the protein binding studies fGutshall etal.. 19891 suggest that PFDA
decreased protein binding of T4, which could result in increased fT4 and decreased tT4, which is
not consistent with the results from the NTP (20181 study. The mechanistic database is also limited
in that there are no studies that investigated the effects of PFDA on deiodinase activity.
Furthermore, the activities of thyroid-sensitive hepatic enzymes (e.g., L-glycerol-3-phosphate
dehydrogenase) were increased in rats exposed to PFDA via the i.p. route suggesting that thyroid
activity may not be decreased due to PFDA treatment. In general, the interpretation and relevance
of the mechanistic studies and supplemental information to thyroid effects observed in the NTP
(20181 study is unclear given that these studies used doses that were much higher (i.e., 20-80
mg/kg-day, as compared to <2.5 mg/kg-day) and associated with overt systemic toxicity.
Additionally, the mechanistic studies and supplemental information are of shorter duration and
rats were exposed to PFDA via i.p. injection rather than gavage as was done in the NTP (20181
study.
In addition to the uncertainty in the available evidence in adults, due to the sparse evidence
base available, concern remains for potential susceptible populations to PFDA-induced endocrine
effects in susceptible populations including young individuals exposed during gestation, early
childhood, and puberty. Importantly, T3 and T4 levels play critical roles in bone growth and brain
development (O'Shaughnessv etal.. 20191 at these various life stages. However, at the present time
few epidemiological studies and no animal toxicological studies have addressed the potential for
PFDA-induced effects in these populations. A primary delineating feature between adult animals
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and developing offspring is that adults have a considerable reserve thyroid hormone capacity
whereas developing offspring do not Thus, there is an elevated concern regarding the potential for
decreases in thyroid hormones during developmental life stages due to the critical endocrine
dependency of in utero and neonatal development.
Taken together, there is inadequate evidence across human, animal, and mechanistic data
to determine whether PFDA exposure would cause endocrine effects in humans. This conclusion is
based on inconsistent evidence from human studies and from a single high confidence rat study
investigating PFDA doses <2.5 mg/kg-day that reported largely incoherent effects on thyroid
hormone homeostasis and thyroid structure (i.e., increased T3, decreased TSH and T4; increased
thyroid weight; no histopathology) that cannot be interpreted based on the currently available
evidence base.
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Table 3-41. Evidence profile table for PFDA exposure and endocrine effects
Evidence stream summary and interpretation
Evidence integration summary
judgment
Evidence from studies of exposed humans (see Section 3.2.6: Human studies)
QQQ
Inadequate Evidence
Primary basis: Single high
confidence study in rats showing
mixed effects on thyroid hormone
levels that cannot be reliably
interpreted.
Human relevance: Given the
general conservation of thyroid
function across rodents and
humans, evidence in animals is
presumed relevant to humans in
the absence of evidence to the
contrary.
Cross-stream coherence:
No factors noted.
Susceptible populations and
lifestages:
None identified, as a hazard is not
supported by the current evidence.
Other inferences:
None
Studies, outcomes,
and confidence
Key findings and
interpretation
Factors that increase
strength or certainty
Factors that decrease
strength or certainty
Evidence stream judgement
Thvroid hormones
16 medium and 5 low
confidence studies
• Results from studies of
thyroid hormones were
inconsistent. Most
results were null, but
study sensitivity was
limited which hinders
interpretation. Positive
and inverse associations
were observed in a few
studies, but there was a
lack of consistency of
direction of association
across studies.
• No factors noted
• Unexplained
inconsistency
• Incoherence in
direction of
association across
hormones
• Lack of association
in studies with
limited sensitivity
QQQ
Indeterminate
While a subset of studies
suggests changes in thyroid
hormone levels with higher
levels of PFDA, there is
considerable uncertainty due
to inconsistency across
studies and endpoints.
Evidence from in vivo animal studies (see Section 3.2.6: Animal studies)
Studies, outcomes,
and confidence
Key findings and
interpretation
Factors that increase
strength or certainty
Factors that decrease
strength or certainty
Evidence stream summary
Thvroid hormones
1 high confidence
study
• Significantly decreased
trend forTSH in males.
• Significant increased
trend forT3 in males.
• Increased T3 in females
at >1.25 mg/kg-d.
• Decreased fT4 was
reported at
>0.312 mg/kg-d in males
• Consistency for
decreased fT4 in
male and female
rats in a high
confidence study.
• Dose-response
gradient for
decreased TSH
(males only),
decreased fT4
(males and
females), and
• Lack of expected
coherence across
thyroid measures
(the pattern of
changes is
inconsistent with
any currently
available
understanding of
adverse thyroid-
related changes)
QQQ
Indeterminate
There is mixed evidence from
a single high confidence rat
study that reported largely
incoherent effects on thyroid
hormone homeostasis and
thyroid structure
(i.e., increased T3, decreased
TSH and fT4, but not tT4;
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Evidence stream summary and interpretation
Evidence integration summary
judgment
and at >1.25 mg/kg-d in
females.
• No change in tT4
increased T3
(males and
females).
• Supportive
evidence for
decreased fT4
from supplemental
(mechanistic and
i.p.) studies.
•
• Unexplained
inconsistency
across T4 (free and
total)
measurements
increased thyroid weight; no
histopathology) that cannot
be reliably interpreted based
on the currently available
evidence base.
Histooatholosv
1 high confidence
study and 1 medium
confidence study
• No PFDA-induced
histopathological
changes were observed
for the thyroid gland,
adrenal cortex and
medulla, parathyroid
gland, and pituitary
gland.
• No factors noted.
• No factors noted
Organ weights
2 high confidence
studies
• Decreased absolute
adrenal gland weight in
males at >0.156 mg/kg-d
and females at
2.5 mg/kg-d (NTP,
2018).
• Increased relative
adrenal gland weight in
males at 2.5 mg/kg-d
(NTP, 2018).
• Increased absolute
thyroid in females at
0.312 to 1.25 mg/kg-d
but not at the highest
• Consistency for
increased relative
thyroid weight in
male and female
rats across two
high confidence
studies.
• Dose-response
gradient for
decreased
absolute adrenal
gland weight
(males and
females), increased
relative adrenal
gland weight
• No factors noted
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Evidence stream summary and interpretation
Evidence integration summary
judgment
dose tested (2.5 mg/kg-
d) (NTP, 2018).
Increased relative
thyroid weight in males
at >1.25 mg/kg-d and
females at
>0.312 mg/kg-d (NTP,
2018).
(males only), and
increased relative
thyroid weight
(males and
females).
Coherence of
increased thyroid
weight and
decreased fT4.
Mechanistic evidence and supplemental information (see subsection above)
Biological events or pathways
(or other information)
Hypothalamic-pituitarv-thyroid
axis
Plasma protein binding
Activity of thyroid sensitive
hormones
Primary evidence evaluated
Key findings, interpretation, and limitations
Interpretation: The results suggest that PFDA may impair the ability
of the hypothalamic-pituitary-thyroid axis to respond to
physiological stimulation.
Key findings:
• Decreased T3 and T4 levels after TRH stimulation in vivo.
Limitations: one-time i.p. exposure; single study.
Interpretation: The results suggest that PFDA may impair the
binding of thyroid hormones to plasma transport proteins.
Key findings:
• PFDA decreased the plasma protein uptake of T3 and T4.
Limitations: one-time i.p. exposure; few studies.
Interpretation: The data indicate activation of thyroid sensitive
enzymes in a manner that suggests PFDA increases thyroid activity
in rats.
Key findings:
• PFDA increased the activities of L-glycerol-3-phosphate
dehydrogenase, cytosolic lactate dehydrogenase and cytosolic
malic enzyme, which are thyroid-sensitive hormones.
Limitations: one-time i.p. exposure; few studies.
Evidence stream summary
The mechanistic and
supplementary data provide
limited, inconsistent information
on how PFDA may be affecting
thyroid hormone homeostasis,
and the results may be
confounded by overt systemic
toxicity due to the high doses
used in the i.p. studies.
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Evidence stream summary and interpretation
Evidence integration summary
judgment
Binding to thvroid receotor
Interpretation: PFDA is capable of binding to the thyroid hormone
receptor.
Key findings:
Under in vitro conditions, PFDA was shown to bind to the human
thyroid hormone receptor. PFDA did not exhibit antagonistic or
agonistic effects on the thyroid receptor pathway.
Limitations: Single study available.
Other evidence
Interpretation: Effects after i.p. injection is consistent with results in
orally exposed rats.
Key findings:
Altered T3 and T4 levels.
Limitations: Effects on T3 levels were inconsistent among the i.p.
studies, which could be due to differences in experimental design
and the time at which thyroid hormones were measured
1
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3.2.9. URINARY EFFECTS
Human Studies
Nine epidemiology studies (14 publications) investigated the relationship between PFDA
exposure and urinary effects, including glomerular filtration rate (GFR) and uric acid (see
Figure 3-84). Two studies were considered uninformative due to lack of consideration of potential
confounding (Zhang et al.. 2019: Seo etal.. 2018). The remaining studies were classified as low
confidence primarily due to concerns for reverse causality (with potential for bias away from the
null). In essence, as described in Watkins etal. f20131. decreased renal function could plausibly
lead to higher levels of PFAS (including PFDA) in the blood due to reduced excretion. This
hypothesis is supported by data presented by Watkins etal. f20131. though there is some
uncertainty in their conclusions due to the use of modeled exposure data as a negative control and
the potential for the causal effect to occur in addition to reverse causality. The results least likely to
be affected by reverse causality were analyses in two studies stratified by glomerular filtration
stage, Tain (2019): (Zeng etal.. 2019c) and one study with a prospective design Blake etal. (2018).
Three studies fLin etal.. 2020b: Blake etal.. 2018: Oin etal.. 20161 reported associations
between PFDA exposure and impaired renal function (i.e., lower GFR, higher serum uric acid),
though only Blake etal. f 20181 was statistically significant and the associations in Oin etal. f20161
and Lin etal. f2020bl were limited to one sex (girls in Oin etal. T20161 and men in Lin et al.
(2020b)) (see Table 3-43). Conversely, Wang etal. (2019) reported higher GFR and lower odds of
chronic kidney disease with higher exposure. The remaining studies report null associations with
renal function, including the studies that stratified by glomerular function stage. Overall, there is
unexplained inconsistency in the direction of the association. More importantly, because of the
potential for reverse causation for this outcome, there is considerable uncertainty in interpreting
the available evidence.
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Blake, 2018, 5080657-
Cakmak, 2022, 10273369-
Jain and Ducatman, 2019b, 7922952-
Lin, 2020, 6988476 -
Qin, 2016, 3981721-
Seo, 2018, 4238334-
Wang, 2019, 5080583-
Zeng, 2019, 5918630-
Zhang, 2019, 5083675-
+
-
+4-
+
++
-
+
-
~
+
B
Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
++
++
•
•f
~
-
+
-
++
+
+
+
+
-
-
+
+
+
~
¦f
-
+
++
+
++
+
+
-
-
-
"
-
-
-
L
+
¦
++
++
+
-
-
+
-
+
+
+
+
+
-
-
-
-
-
-
~
Figure 3-84. Urinary effects human study evaluation heatmap. Refer to HAWC
for details on the study evaluation review: HAWC Human Urinary Effects.
Table 3-42. Associations between serum PFDA and urinary effects in low
confidence epidemiology studies
Reference
Population
Median
exposure
(IQR)
(ng/mL)
Result
Glomerular filtration rate
Blake et al.
(2018)
Prospective cohort of
residents near a
uranium processing site
(1990-2008); U.S.; 210
adults
0.1
(0.1-0.2)
Percent change (95% CI) in eGFR per IQR change in PFDA
-2.2 (-4.3, -0.1) *
Jain (2019)
Cross-sectional study
(NHANES) (2007-2014);
U.S.; 4,057 adults
0.2 in
GF-1 group
Adjusted geometric mean (95% CI) by glomerular function stage
GF stage
GF-1
GF-2
GF3-A
GF-3B/4
All participants
0.25 (0.24, 0.26)
0.27 (0.25, 0.29)
0.33 (0.26, 0.43)
0.23 (0.19,. 0.28)
Men
0.26 (0.25, 0.28)
0.28 (0.26, 0.31)
0.31 (0.25, 0.38)
0.21(0.21, 0.22)
Women
0.23 (0.22, 0.24)
0.26(0.24, 0.28)
0.37(0.35, 0.39)
0.24(0.19, 0.31)
Warig et ai.
(2019)
Cross-sectional study
(2015-2016); China;
1,612 adults
0.9 (0.5,1.5)
Mean change (95% CI) in eGFR per In-unit change in PFDA
1.04 (0.27,1.81) *
Uric acid
Mean (SD)
|3 (95% CI) in serum uric acid for quartiles vs Q1
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Reference
Population
Median
exposure
(IQR)
(ng/mL)
Result
Scinicariello
et al. (2020)
Cross-sectional study
(NHANES) (2009-2014);
U.S.; 4,917 adults
0.2 (0.01)
Without chronic kidney disease
Q2: 0.00 (-0.09, 0.10)
Q3: -0.05 (-0.17, 0.07)
Q4: 0.12 (0.00, 0.24)
With chronic kidney disease
Q2: 0.34 (-0.03, 0.72)
Q3: 0.19 (-0.13, 0.52)
Q4: 0.26 (-0.09, 0.61)
OR (95% CI) in hyperuricemia for quartiles vs Q1
Without chronic kidney disease
Q2: 0.94 (0.66, 1.34)
Q3: 0.86 (0.57, 1.25)
Q4: 1.30 (0.94, 1.80)
With chronic kidney disease
Q2: 1.32 (0.66, 2.65)
Q3: 0.98 (0.60, 1.61)
Q4: 1.26 (0.64, 2.46)
Zeng et al.
(2019c)
Cross-sectional study
(2015-2016); China;
384 adults
0.9(0.5-1.5)
Mean difference per log-unit change in PFDA
0.01 (-0.06, 0.08)
Qin et al.
Cross-sectional study
(2009-2010); Taiwan;
225 children and
adolescents (mean age:
13.6 yr)
0.9
(0.8-1.2)
Mean change (95% CI) in serum uric acid per In-unit change in PFDA
(2016)
All participants
0.08 (-0.11, 0.28)
Boys
0.05 (-0.23, 0.34)
Girls
0.18 (-0.09, 0.46)
OR (95% CI) for high uric acid per quartile change in PFDA
1.3 (0.8,1.9)
1.0(0.6, 1.7)
1.8 (0.9, 3.7)
Lin et al.
Cross-sectional study
(2016-2017); Taiwan;
397 older adults (55-75
yrs)
1.6(1.2-2.4)
(3 (95% CI) in serum uric acid for quartiles vs Q1
(2020b)
All participants
NR
Men
Q2: 0.31 (-0.38, 0.99)
Q3: 0.68 (-0.02, 1.37)
Q4: 0.68 (-0.04, 1.4)
Women
Q2: -0.09 (-0.45, 0.27)
Q3: -0.1 (-0.02, 1.37)
Q4: -0.18 (-0.54, 0.19)
Creatinine
Cakmak et
al. (2022)
Cross-sectional study
(2007-2017); Canada;
6,045 adults
Mean 0.2
% change per 1 mean increase in PFDA
-1.5 (-3.7, 0.7)
Chronic kidney disease
Wang et al.
(2019)
Cross-sectional study
(2015-2016); China;
1,612 adults
0.9 (0.5, 1.5)
OR (95% CI) for chronic kidney disease per In-unit change in PFDA
0.7 (0.6, 0.9) *
*p < 0.05.
1 Animal Studies
2 A 28-day study in female B6C3F1/N mice and two, 28-day studies in male and female S-D
3 rats are available to examine effects relevant to the evaluation of urinary system toxicity after PFDA
4 exposure fFrawlev etal.. 2018: NTP. 20181. The studies report on histopathology, serum
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biomarkers of effect and organ weights. Overall study confidence was high for most endpoints
evaluated in these studies with the exception of histopathology in Frawlev etal. (20181, which had
incomplete reporting of null data (results were only discussed qualitatively) resulting in a medium
confidence rating (see Figure 3-85).
Reporting quality-
Allocation -
Observational bias/blinding -
Confounding/variable control -
Selective reporting and attrition -
Chemical administration and characterization -
Exposure timing, frequency and duration -
Endpoint sensitivity and specificity-
Results presentation -
Overall confidence A
Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
Not reported
* Multiple judgments exist
Figure 3-85. Evaluation results for animal studies assessing effects of PFDA
exposure on urinary effects. Refer to HAWC for details on the study evaluation
review.
Histopathology
The kidney and urinary bladder were evaluated for histopathology across a high confidence
fNTP. 20181 and a medium confidence study fFrawlev et al.. 20181 in rats exposed for 28 days (see
Figure 3-86). NTP (20181 found no evidence of histopathological lesions in the urinary bladder of
males and females at the only dose examined (2.5 mg/kg-day). Chronic progressive
nephropathy (CPN) graded as minimal occurred in the kidneys of nearly all dose groups, including
controls, in this study fNTP. 20181 (see Figure 3-86). A reduction in the incidence of CPN was noted
in males and females at the highest dose tested (0% and 30% incidence at 2.5 mg/kg-day in females
and males respectively compared to 60% in controls) (NTP. 20181: but there was no clear dose-
response effect and incidences were in some instances increased at doses lower than
2.5 mg/kg-day (i.e., 0.156-1.25 mg/kg-day) in both sexes, as compared to controls. The other
28-day gavage study reported no effects in kidney histopathology in female rats up to doses of
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1 0.5 mg/kg-day fFrawlev etal.. 20181. Taken together, the high dose decrease in CPN incidence in
2 rats in one study is not interpreted as biologically significant, and overall, the histopathology data
3 were considered null.
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Study Name
Outcome
Confidence
Study
Design
Target Endpolnt Name
Organ
Animal Description
Trend Test
Result
Dose
(mg/kg-day)
| Statistically significant increase
3 No significant change
NTP, 2018. 4309127 High confidence 28 Day Oral Kidney Chronic Progressive Nephropathy Rat, Sprague-Dawley (Harlan) { ) significant 5/10(50.0%) 0
7/10(70.0%) 0.156
6/10(60.0%) 0.312
0.625
5/10(50.0%) 1.25
0/10 (0.0%) 2.5
Rat, Sprague-Dawley (Harlan) (.*) not significant 6/10(60.0%) 0
8/10(80.0%) 0.156
5/10(50.0%) 0.312
6/10(60.0%) 0.625
7/10(70.0%) 1.25
3/10(30.0%) 2.5
PFDA Male Reproductive Organ Histopathology
Figure 3-86. Kidney histopathology effects following exposure to PFDA in 28-day rat study (results can be viewed
by clicking the HAWC link: https://hawcprd.epa.gOv/summary/data-pivot/assessment/100500072/PFDA-Kidney-
Histopathology-effect-size-animal/l.
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Serum biomarkers
Serum biomarkers of kidney injury and/or function, namely blood urea nitrogen (BUN) and
creatinine were measured in rats in one high confidence study fNTP. 20181 (see Table 3-44 and
Figure 3-87). Creatinine is a waste product of creatine metabolism produced in muscle tissue and
BUN is a waste product of protein metabolism in the liver. Both creatinine and BUN are removed
from the blood by the kidneys and often used as indicators of kidney function. Dose-related
increases in circulating BUN levels occurred in males and females, most notably at 1.25 and 2.5
mg/kg-day (25-50% compared to controls). In contrast, a significant downward trend was
reported for creatinine levels, reaching 4-11% decrease compared to controls at >1.25 mg/kg-day.
The decreases in creatinine levels were accompanied by significant decreases in glucose levels at
similar doses (31-51% compared to controls; data not shown in Table 3-44 or Figure 3-87) and
likely reflect the marked systemic toxicity associated with high-dose PFDA exposure (see Section
3.2.10 on General toxicity effects for more details) (NTP. 2018).
Table 3-43. Percent change relative to controls in serum biomarkers of
kidney function in a 28-day rat study after PFDA exposure fNTP. 20181
Animal group
Dose (mg/kg-d)
0.156
0.312
0.625
1.25
2.5
Blood urea nitrogen (BUN)
Male S-D rats
-9
-13
5
25
25
Female S-D rats
4
-2
11
38
50
Creatinine
Male S-D rats
0
4
-8
-11
-11
Female S-D rats
-4
-5
-3
-4
-10
Bold values indicate instances where statistical significance (p < 0.05) compared to controls was reported by study
authors.
Organ weight
Absolute and relative kidney weights were measured in the two 28-day gavage studies
using mice and/or rats fFrawlev etal.. 2018: NTP. 20181. There are some uncertainties
surrounding the most toxicologically relevant organ weight metric so both absolute and relative
kidney weights were evaluated herein (Craig etal.. 2015: Bailey etal.. 2004) (see Table 3-45 and
Figure 3-87). Absolute and relative kidney weights of female rats displayed an upward trend,
reporting increases of up to 11% and 13%, respectively, at a dose of 0.5 mg/kg-day in 1 out of 2
study cohorts exposed to similar experimental conditions fFrawlev etal.. 20181. Kidney weights
(absolute and relative) increased in response to PFDA exposure in the second study cohort, but the
changes were relatively small (0-5%) and a dose-related trend was not established. No appreciable
body weight changes were reported in this study up to the highest dose tested (0.5 mg/kg-day)
fFrawlev etal.. 2018). A separate study observed significant increases in relative kidney weight of
12-45% compared to controls in male and female rats at doses >0.625 mg/kg-day (NTP. 2018).
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1 Conversely, absolute kidney weight increased significantly in females by 9 and 15% at 0.312 and
2 0.625 mg/kg-day, respectively, but decreases were observed in both males and females at
3 2.5 mg/kg-day (10 and 15% from controls, respectively) fNTP. 20181. The apparent decreases in
4 absolute kidney weight at higher doses may be associated with concurrent reductions in body
5 weight occurring in the exposed animals (up 38% compared to controls at 2.5mg/kg-day) (see
6 Section 3.2.10 on General toxicity effects for more details) fNTP. 20181. In mice, kidney weights
7 were mostly unchanged by PFDA treatment (0.045-0.71 mg/kg-day) (Frawlev etal.. 20181. In
8 addition to the uncertainties due to confounding effects with decreased body weight at the highest
9 PFDA doses (>1.25 mg/kg-day), the observed kidney weight changes in rats are not supported by
10 significant histopathological findings in these animals fFrawlev et al.. 2018: NTP. 20181.
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Table 3-44. Percent change relative to controls in kidney weights (absolute and relative to body weight) due to
PFDA exposure in short-term oral toxicity studies
Animal group
Dose (mg/kg-d)
0.045
0.089
0.125-0.179
0.25-0.36
0.5-0.71
1.25
2.5
Absolute kidney weight
28 d; female S-D rats -Histopathology
cohort
Frawlevetal. C20181
6
6
11
28 d: female S-D rats - MPS cohort Frawlev
etal. (2018)
2
2
5
28 d; female S-D rats
NTP(2018)
6
9
15
6
-15
28 d; male S-D rats
NTP(2018)
5
-1
8
-2
-10
28 d; female B6C3F1/N mice
Frawlev et al. (2018)
1
9
1
-1
-3
Relative kidney weight
28 d; female S-D rats -Histopathology
cohort
Frawlev et al. (2018)
7
9
13
28 d: female S-D rats - MPS cohort Frawlev
etal. (2018)
3
0
4
28 d; female S-D rats
NTP(2018)
2
5
15
20
34
28 d; male S-D rats
NTP(2018)
2
0
12
24
45
28 d; female B6C3F1/N mice
Frawlev et al. (2018)
-2
1
2
-5
-7
Bold values indicate instances where statistical significance (p < 0.05) compared to controls was reported by study authors; shaded cells represent doses not
included in the individual studies.
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Effect Endpoint Name
Clinical Chemistry Blood Urea Nitrogen (BUN)
Creatinine (CREAT)
Organ Study Name Outcome Confidence Experiment Name
Blood NTP, 2018,4309127 High confidence 28 Day Oral
High confidence 28 Day Oral
Blood NTP, 2018,4309127 High confidence 28 Day Oral
High confidence 28 Day Oral
Species, Strain (sex)
Rat. Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Trend Test Result
significant
significant
significant
significant
PFDA Urinary Effects
-•—~—~
Histopathology Chronic Progressive Nephropathy
Kidney Histopathology
Urinary Bladder Histopathology
Kidney NTP, 2018,4309127 High confidence 28 Day Oral
High confidence 28 Day Oral
Kidney Frawley, 2018, 4287119 Medium confidence 28 Day Oral
Bladder NTP, 2018, 4309127 High confidence 28 Day Oral
High confidence 28 Day Oral
Rat. Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat. Sprague-Dawley (Harlan)
not significant
significant
not reported
not applicable
not applicable
Organ Weight Kidney Weight, Absolute (Histophatology Cohort) Kidney Frawley, 2018, 4287119 High confidence 28 Day Oral
Kidney Weight, Absolute (MPS Cohort) Kidney Frawley, 2018, 4287119 High confidence 28 Day Oral
Right Kidney Weight, Absolute Kidney NTP, 2018,4309127 High confidence 28 Day Oral
High confidence 28 Day Oral
Kidney Weight, Absolute (Hematology Study) Kidney Frawley, 2018, 4287119 High confidence 28 Day Oral
Kidney Weight, Relative (Histopathology Cohort) Kidney Frawley, 2018, 4287119 High confidence 28 Day Oral
Kidney Weight, Relative (MPS Cohort) Kidney Frawley, 2018, 4287119 High confidence 28 Day Oral
Right Kidney Weight, Relative Kidney NTP, 2018,4309127 High confidence 28 Day Oral
High confidence 28 Day Oral
Kidney Weight, Relative (Hematology Study) Kidney Frawley, 2018, 4287119 High confidence 28 Day Oral
f # No significant change Statistically significant increase Statistically significant decrease I
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Mouse, B6C3F1/N ( - )
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Rat, Sprague-Dawley (Harlan)
Mouse, B6C3F1/N (9)
significant
not significant
significant
not significant
not significant
significant
not significant
significant
significant
not significant
Dose (mg/kg-day)
Figure 3-87. Urinary effects following exposure to PFDA in short-term oral studies in animals (results can be
viewed by clicking the HAWC link: https: //hawcprd.epa.gOv/summarv/data-pivot/assessment/100500072 /pfda-urinary-
effects/1.
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Evidence Integration
The evidence for potential urinary system effects in humans is considered indeterminate.
Associations between PFDA exposure and impaired renal function were reported in two low
confidence epidemiological studies. However, there is considerable uncertainty in the
interpretation of these findings due to the potential for reverse causation and some unexplained
inconsistency in the direction of association across studies.
The evidence for potential urinary system effects in experimental animals is limited to three
high/medium confidence studies in rats fFrawlev etal.. 2018: NTP. 20181 and one high confidence
study in mice with exposure for 28 days fFrawlev etal.. 20181. Although alterations in BUN and
creatine levels were observed at >1.25 mg/kg-day in rats, there is no coherent pattern of effects
(BUN levels increased and creatinine levels decreased) or supportive information
(i.e., histopathology) to determine the toxicological relevance of the changes that occurred fNTP.
20181. Histopathological examinations of rat kidney and urinary bladder were mostly
unremarkable across two studies fFrawlev etal.. 2018: NTP. 20181. Finally, the interpretation of
the absolute and relative kidney weight changes in rats at doses >0.312 mg/kg-day is complicated
by the lack of coherent histopathological findings fFrawlev etal.. 2018: NTP. 20181. inconsistencies
in the direction of changes across experiments, and confounding effects from significant body
weight reductions at the highest doses tested (>1.25 mg/kg-day) fNTP. 20181. In summary, the
sparse and uncertain evidence from animal studies is considered indeterminate. The absence of any
long-term studies (subchronic/chronic) via the oral route or other relevant routes of exposure
increases uncertainty in the evaluation of potential urinary system toxicity in animals following
PFDA exposure.
Altogether, based on the available human and animal studies, there is inadequate evidence
to assess whether PFDA exposure can cause urinary system effects in humans (see Table 3-46).
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Table 3-45. Evidence profile table for PFDA urinary effects
Evidence stream summary and interpretation
Evidence integration
summary judgment
Evidence from studies of exposed humans (see Section 3.2.8: Human studies)
QQQ
Inadequate Evidence
Studies, outcomes, and
confidence
Key findings and
interpretation
Factors that increase
strength or certainty
Factors that decrease
strength or certainty
Evidence stream judgment
Seven low confidence
studies
• Three studies reported
some associations
between PFDA
exposure and impaired
renal function (i.e.,
lower GFR or higher
serum uric acid).
• One study reported
associations in the
opposite direction and
three others were null
• No factors noted
• Low confidence studies
due to potential for
reverse causality
• Unexplained
inconsistency
QQQ
Indeterminate
There is some evidence of
urinary effects with PFDA
exposure across two low
confidence studies but
considerable concerns for
reverse causality and
inconsistency.
Primary basis:
Evidence from
epidemiological studies and
experimental animals is
indeterminate.
Human relevance, cross-
stream coherence,
susceptibility, and other
inferences:
No specific factors are
noted.
Evidence from in vivo animal studies (see Section 3.2.8: Animal studies)
Histopathology
1 high and 1 medium
confidence studies in rats
for 28 days
• Mostly null findings for
kidney and urinary
bladder
histopathology in rats
up to 2.5 mg/kg-d
across two studies.
• A high dose (2.5
mg/kg-d) decrease in
the incidence of CPN
in rats reported in one
study was not
interpreted as
biologically significant.
• No factors noted
• No factors noted
QQQ
Indeterminate
Lack of coherent effects in
high and medium
confidence studies in rats
and mice exposed up to
2.5 mg/kg-d for 28 d.
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Evidence stream summary and interpretation
Evidence integration
summary judgment
Serum biomarkers
1 high confidence study in
rats for 28 d
• Increased BUN levels
and decreased
creatinine levels in rat
serum at >1.25 mg/kg-
d (alterations in
creatinine levels
coincide with body
weight reductions)
• High confidence study
• Lack of expected
coherence in the
directionality of BUN
and creatinine changes
• Potential confounding
by body weight
decreases
Organ weight
2 high confidence studies
(encompassing 4
experiments) in mice
and/or rats for 28 d
• Absolute and relative
kidney weight changes
in rats at doses
>0.312 mg/kg-d
(directionality of
effects varied across
experiments and
organ weight
measures); no effects
in mice up to
0.71 mg/kg-d
• High confidence
studies
• Unexplained
inconsistency across
experiments, species,
and organ weight
measures
1
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3.2.10. GENERAL TOXICITY
The potential for PFDA exposure-induced general toxicity is specifically discussed given
that PFDA has been shown to cause a "wasting syndrome" in rodents, which is characterized by
decreased food intake and reduced body weight fGoecke-Flora etal.. 19951. In animals, decreased
body weights can be indicative of non-specific overt toxicity and some effects that occur at doses
associated with this and other frank effects should be interpreted cautiously when drawing
conclusions about organ-/system-specific hazards. Thus, this section informs judgments drawn for
other potential health hazards, but a specific evidence integration judgment is not drawn.
Human Studies
No human studies were available to inform the potential for PFDA exposure to cause
general toxicity.
Animal Studies
Animal toxicity studies reporting general toxicity with repeated dose exposure to PFDA
include two 28-day gavage studies, four dietary exposure studies (7-14 days) in mice and/or rats,
and two drinking water studies (12-49 days) in mice. The endpoints measured in these studies
include body weight fLi etal.. 2022: Wang etal.. 2020: Frawlev etal.. 2018: NTP. 2018: Kawashima
etal.. 1995: Takagi etal.. 1992.19911. clinical observations fNTP. 20181 and survival fWang etal..
2020: NTP. 20181 (Figure 3-67). Three studies fLi etal.. 2022: Frawlev etal.. 2018: NTP. 20181
were evaluated as high confidence for all general toxicity endpoints tested (see Figure 3-88). Four
studies (Wang etal.. 2020: Kawashima etal.. 1995: Permadi etal.. 1993: Takagi etal.. 19921 were
evaluated as medium confidence for all general toxicity endpoints tested while the Takagi et al.
f!9911 study was evaluated as low confidence for the body weight endpoint (see Figure 3-67). Key
issues regarding study quality evaluation in the medium and low confidence studies were related to
exposure sensitivity (no analytical verification methods or quantitative data on food consumption),
allocation/randomization of animals into experimental groups, and deficiencies in data reporting
(see Figure 3-88).
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Reporting quality -
+
Allocation -
NR
+
Observational bias/blinding -
NR
NR
NR
Confounding/variable control -
++ ++
+
Selective reporting and attrition -
+
+
+
Chemical administration and characterization -
+
+
Exposure timing, frequency and duration -
+
~
+
Endpoint sensitivity and specificity
Results presentation
Overall confidence
Legend
Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
Critically deficient (metric) or Uninformative (overall)
NR| Not reported
* Multiple judgments exist
I
I I •
Figure 3-88. PFDA general toxicity animal study evaluation heatmap. Refer to
HAWC for details on the study evaluation review.
Body weight
PFDA-induced body weight suppression was observed to be dose-dependent in short-term
animal studies in rats fFrawlev et al.. 2018: NTP. 2018: Kawashima etal.. 1995: Takagi etal.. 1992.
19911 and mice fLi et al.. 2022: Wang et al.. 2020: Frawlev et al.. 2018: Permadi et al.. 19931
(Figure 3-68). In rats treated with doses ranging from 1.0-10 mg/kg-day, reductions in mean body
weight and body weight gain ranged from 4-38% and 21-103% respectively, compared to controls.
In mice, changes in body weight were less than 5% at doses <0.71 mg/kg-day but decreases
reached 53% at 6.6 mg/kg-day. In the 28-day high confidence study that included multiple study
cohorts fFrawlev etal.. 20181. the study authors reported that 2 out of 88 rats in the 2.0 mg/kg-day
exposure group were euthanized due to marked reductions in body weight (>20%) occurring
within the first 5 days of the study initiation fFrawlev etal.. 20181. This evidence of PFDA-induced
acute toxicity was also observed in several single intraperitoneal (i.p.) injection studies as discussed
below. Furthermore, PFDA-induced decreased body weight in female rats was more severe with
longer treatment durations fFrawlev etal.. 20181. For example, body weight was decreased by 4%
at Day 15, by 13% at Day 22, and 22% at Day 29 at 2.0 mg/kg-day. Also, in this study, reduced body
weight was observed to be more sensitive to dose at Day 29 compared to earlier time points
(statistically significant at 1.0 mg/kg-day on Day 29 compared to 2.0 mg/kg-day for Days 15 and
22). The NTP f20181 study also showed similar results for multiple timepoint data for body weight.
For example, in male rats treated with the highest dose (2.5 mg/kg-day), body weight was
decreased by 13, 27, and 38% on Day 15, Day 22, and Day 29, respectively.
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Clinical observations and survival
Clinical observations and survival data are available from a high confidence gavage study in
S-D rats exposed for 28 days fNTP. 20181. Additionally, a medium confidence study reported effects
on survival in male CD-I mice exposed to PFDA in the drinking water for 49 days fWang etal..
20201. PFDA exposure was associated (albeit not statistically significant) with thin appearance in
male and female S-D rats at the highest exposure dose tested (2.5 mg/kg-day) (see Figure 3-89).
The incidence rate was 30% in males and 10% in females compared to 0% for the corresponding
controls. Nasal/eye discharge was observed in 1 out 10 male rats in the control, 0.156, 0.0625,1.25
and 2.5 mg/kg-day exposure groups. No other clinical observations were reported. All exposed
animals survived and were euthanized at study termination. In summary, 28-day gavage exposure
to PFDA caused mild clinical symptoms in rats (thin appearance) but had no effect on survival in
this study. However as discussed above, Frawlevetal. f20181 reported that two (of 88) rats were
euthanized due to severe weight loss caused by 5 days of exposure to PFDA at 2.0 mg/kg-day. In
mice exposed to PFDA for up to 49 days, the mortality rate was reported to be significantly
increased at 6.6 mg/kg-day (Wang etal.. 20201.
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Endpoint Name
Study Name
Outcome Confidence
Exposure Design
Species, Strain (Sex)
Observation Time
Trend Test Resul
Body Weight
Kawashima. 1995, 3858657
Medium confidence
7 Day Oral
Rat, Wistar (c?)
Day 7
not reported
Takagi 1992, 1320114
Medium confidence
7 Day Oral
Rat. Fischer F344 ( v)
Day 7
not reported
NTP, 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (c )
Day 29
significant
Rat, Sprague-Dawley (Harlan) (7)
Day 29
significant
Body Weight (All Study Cohorts)
Frawley, 2018,4287119
High confidence
28 Day Oral
Rat. Sprague-Dawley (Harlan) (V)
Day 1
significant
Rat, Sprague-Dawley (Harlan) (7)
Day 8
significant
Rat. Sprague-Dawley (Harlan) ($)
Day 15
significant
Rat. Sprague-Dawley (Harlan) (y)
Day 22
significant
Rat. Sprague-Dawley (Harlan) (y)
Day 29
significant
Body Weight
Permadi. 1993, 1332452
Medium confidence
10 Day Oral PFDA
Mouse. C57BI/6 (tf)
Day 10
not reported
Body Weight (All Study Cohorts)
Frawley, 2018. 4287119
High confidence
28 Day Oral
Mouse. B6C3F1/N (¥)
Day 1
significant
Mouse, B6C3F1/N (7 )
Day 8
significant
Mouse. B6C3F1/N (¥)
Day 15
significant
Mouse. B6C3F1/N ($)
Day 22
significant
Mouse. B6C3F1/N (?)
Day 29
significant
Body Weight Gain (All Study Cohorts)
Frawley, 2018,4287119
High confidence
28 Day Oral
Rat. Sprague-Dawley (Harlan) ($)
Day 1- Day 8
significant
Rat, Sprague-Dawley (Harlan) (V)
Day 1- Day 15
significant
Rat. Sprague-Dawley (Harlan) (7)
Day 1- Day 22
significant
Rat, Sprague-Dawley (Harlan) (y)
Day 1 - Day 29
significant
Mouse. B6C3F1/N (?)
Day 1- Day 8
significant
Mouse, B6C3F1/N (¥)
Day 1- Day 15
significant
Mouse, B6C3F1/N ($)
Day 1- Day 22
significant
Mouse, B6C3F1/N ('+>)
Day 1- Day 29
significant
Nasal/Eye Discharge
NTP. 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) ( :')
Day 1 - 29
not reported
Thin Appearance
NTP. 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (y)
Day 1 - 29
not reported
Rat, Sprague-Dawley (Harlan) (o)
not reported
Survival
NTP, 2018, 4309127
High confidence
28 Day Oral
Rat, Sprague-Dawley (Harlan) (y)
Day 29
not reported
Rat. Sprague-Dawley (Harlan) (:f )
Day 29
not reported
PFDA General Toxicity Effects
•—•
# Dose
A Significant increase
~ ^ Significant decrease
mg/kg-day
Figure 3-89. PFDA general toxicity effects (results can be viewed by clicking the HAWC link:
https://hawcprd.epa.gOv/summarv/data-pivot/assessment/100000026/pfda-general-toxicitv-effects/I
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Mechanistic studies and supplemental information
Several intraperitoneal (i.p.) studies using a single injection, have demonstrated that PFDA
induces a "wasting syndrome" in rodents, which is characterized by decreased food intake and
reduced body weight fGoecke-Flora et al.. 19951. In these studies, decreased body weight (5 to
72% compared to controls or pretreatment values) was observed in rats at doses ranging from 20
to 100 mg/kg PFDA (Unkila etal.. 1992: Bookstaff etal.. 1990: Chen etal.. 1990: Ylinen and Auriola.
1990: Gutshall et al.. 1988: Van Rafelghem and Andersen. 1988: Van Rafelghem et al.. 1988a: Kelling
etal.. 1987: Langlev and Pilcher. 1985: Olson and Andersen. 19831. Generally, across rodent
species, i.p. injection of PFDA at doses >20 mg/kg-day, even acutely, caused generalized acute
toxicity. Whereas significant decreases in food intake were also observed in rats at 40 to 80 mg/kg,
body weights were reduced compared to both ad-libitum and pair-fed controls suggesting that
PFDA-decreased body weight is not only related to reduced food intake but also a direct effect of
PFDA on body weight. In guinea pigs, body weight gain (32% decrease) and food intake (11%
decrease) were significantly reduced at 20 mg/kg PFDA via the i.p. route (Chime etal.. 19941. In a
study that tested multiple species, rats lost a maximum of 45% of their pretreatment body weight
at 50 mg/kg PFDA, hamsters lost 26% at 50 mg/kg and 41% at 100 mg/kg, and mice lost 25% at
150 mg/kg fVan Rafelghem etal.. 1987bl. Multiple other i.p. studies reported effects on body
weight and food intake, but the data were presented qualitatively or graphically, and percent
changes were not calculated. Doses for these studies ranged from 10 to 100 mg/kg (Kudo and
Kawashima. 2003: Wilson etal.. 1995: Chen etal.. 1994: Glauertetal.. 1992: Arand etal.. 1991:
Powers and Aust. 19861. Most of the studies described here utilized a single injection of PFDA,
highlighting the acute toxicity and rapid weight loss caused by PFDA treatment. It is important to
note that the doses used in the mechanistic/supplemental studies are much higher than the doses
in which body weight was decreased in some of the toxicity studies. For example, decreases in
body weight interpreted as biologically significant were observed in rats at >1.25 mg/kg-day from
the NTP C20181 study.
Summary of animal and mechanistic/supplemental information
The available studies for PFDA-induced general toxicity were mostly high and medium
confidence (see Figure 3-89) and evaluated endpoints related to general toxicity (body weight,
clinical observations, and survival) in multiple strains (S-D, Wistar, Fisher F344,
C57BL/6N and B6C3F1/N) of male and female rats and mice via gavage and dietary exposure for up
to 28 (Frawlev etal.. 2018: NTP. 2018: Kawashima etal.. 1995: Permadi etal.. 1993: Takagi etal..
1992.19911. Reduced body weight was consistently observed in all available animal studies, with
biologically significant effects occurring at doses as low as 1.25 mg/kg-day in rats from the NTP
(20181 study. The consistent effect of PFDA on body weight that appears to be time- and dose-
related coupled with clinical observations (i.e., thin appearance) in rats provide support for PFDA-
induced general toxicity. Furthermore, multiple acute i.p. studies across different species reported
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decreased body weight indicative of "wasting syndrome" at doses ranging from 20 to 100 mg/kg,
but primarily at >40 mg/kg-day.
3.2.11. OTHER HEALTH EFFECTS
Short-term oral exposure studies [high/medium confidence) in experimental animals
evaluated potential health effects related to the hematological, respiratory, digestive, dermal,
musculoskeletal, and adult nervous system (please see Section 3.2.7 for the synthesis of evidence
on neurodevelopmental effects). The available evidence from these animal studies is briefly
summarized below. Given the limitations of the evidence base and the lack of consistent or
coherent effects of PFDA exposure, there is inadequate evidence to determine whether any of the
evaluated outcomes below might represent potential human health hazards of PFDA exposure.
Additional studies on these health effects could modify these interpretations.
Animal studies
Other health effects
Hematological parameters were evaluated across two studies in male and/or female S-D
rats and one study in female B6C3F1/N mice, all with gavage exposure for 28-days fFrawlev etal..
2018: NTP. 20181. No significant effects were found in mice up to 0.71 mg/kg-day fFrawlev et al..
20181. In rats, mean corpuscular hemoglobin (amount of hemoglobin per red blood cell [RBC];
MCH) and mean corpuscular hemoglobin concentration (amount of hemoglobin per unit of RBC
volume; MCHC) decreased at the two highest doses (0.25 and 0.5 mg/kg-day) in one study fFrawlev
etal.. 20181: however, the changes did not show a dose-response gradient and were relatively small
(6-7% compared to controls). In the other rat study, a significant dose-related trend was reported
for several hematological parameters fNTP. 20181. Erythrocyte (RBCs) counts increased (9-23%)
in males and females and hematocrit (proportion of RBCs in blood; 6-16%) and hemoglobin (7-
19%) concentrations increased in females only at doses >1.25 mg/kg-day. These changes were
accompanied by decreases in reticulocyte counts (immature RBCs) of 54-91%, and slight decreases
in mean corpuscular volume (average volume of RBCs; decreases of 3-7%) and MCH (4%) and
slight increases in MCHC (2-4%) in males and females at similar doses. In addition, the platelet
count in females decreased by up to 30% in females at the highest dose group, 2.5 mg/kg-day. In
summary, although there is some potential evidence of hematological effects in rats with PFDA
exposure fNTP. 20181. the observed changes occurred mostly in the presence of significant
systemic toxicity (i.e., reduced body weights at >2.5 mg/kg-day), which limits the interpretation of
the findings.
Histopathology of the dermal, musculoskeletal, nervous, and special senses (eye and
harderian gland) systems was examined in the control and 2.5 mg/kg-day dose groups in adult S-D
rats in one 28-day study that reported null findings fNTP. 20181. The digestive and respiratory
systems were examined histologically in S-D rats across two, 28-days studies fFrawlev etal.. 2018:
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NTP. 20181. No lesions were identified in stomach or lungs of rats at doses of 0.125-0.5 mg/kg in
one study (Frawlev etal.. 20181. The second study found lesions in the esophagus, forestomach.
lungs and nose of exposed rats fNTP. 20181. Increased incidence of forestomach lesions
(epithelium hyperplasia, inflammation, and ulcer) was reported in males and inflammation was
reported in the lungs and esophagus of females. The incidence rates for these lesions were low
(10-20%) and restricted to the highest dose group (2.5 mg/kg-day). The nose lesions (epithelium
degeneration, hyperplasia, and chronic inflammation) were increased in both males and females
(10-50% incidence) across 0.158-2.5 mg/kg-day, but there was no clear dose-response
relationship, and these morphological changes were also observed in the control group (0-20%
incidence). Overall, the limited information available for these organ systems impedes further
evaluation of the biological significance of the histopathological results.
3.3. CARCINOGENICITY
3.3.1. CANCER
Human studies
Eight studies evaluated the risks of cancer associated with exposures to PFDA fVelarde et
al.. 2022: Liu etal.. 2021b: Omoike etal.. 2021: Lin etal.. 2020a: Tsai etal.. 2020: Wielsae etal..
2017: Christensen etal.. 2016: Hardell etal.. 20141. Five cancer studies by (Velarde etal.. 2022:
Omoike et al.. 2021: Lin etal.. 2020a: Wiels0e etal.. 2017: Christensen etal.. 20161 were evaluated
as 'Uninformative.'
The study of risks of prostate cancer (Hardell etal.. 20141 was low confidence due to
concern about the exposure measurement not representing the etiologically relevant time period,
potential for confounding, insufficiencies in the analysis, and concerns about sensitivity (see Figure
3-90). Hardell etal. f20141 reported a non-significantly increased risk of prostate cancer among
men with PFDA concentrations in blood that were above the median value. The study of risks of
thyroid cancer (Liu etal.. 2021b) was low confidence due to concern about the exposure
measurement not representing the etiologically relevant time period, deficiencies regarding the
outcome definition, and potential for confounding, (see Figure 3-90). Liu etal. f2021bl reported
significantly decreased risk of thyroid cancer associated with increasing quartiles of PFDA. The
study of risks of breast cancer fTsai etal.. 20201 was low confidence due to concern about the
exposure measurement not representing the etiologically relevant time period, potential for
confounding, and concerns about low sensitivity (see Figure 3-90). Tsai etal. (2020) reported non-
significantly increased risk of breast cancer per In-transformed unit increase in PFDA concentration
in blood among women <=50 years of age; and non-significantly decreased risk of breast cancer
per In-transformed unit increase in PFDA concentration in blood among women >50 years of age.
In summary, the available epidemiologic evidence on PFDA and the risks of cancer is limited and
generally uninformative.
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Participant selection
Exposure measurement -
Outcome ascertainment
Confounding
Analysis
Sensitivity -
Selective Reporting -
Overall confidence
S H
Legend
| Good (metric) or High confidence (overall)
Adequate (metric) or Medium confidence (overall)
Deficient (metric) or Low confidence (overall)
^ Critically deficient (metric) or Uninformative (overall)
* Multiple judgments exist
Figure 3-90. Study evaluation results for epidemiology studies of PFDA and
cancer. Refer to HAWC for details on the study evaluation review: HAWC Human
Cancer.
Animal studies
There are no long-terra animal bioassay studies available for PFDA. One short-term study
reported null findings for neoplastic histopathology in male and female rats gavaged with doses of
0-2.5 mg/kg-day for 28 days fNTP. 20181. The study performed a complete necropsy of control
and PFDA-exposed groups, examining various tissues (i.e., esophagus, intestine, liver, pancreas,
salivary glands, stomach, bloodvessel, heart, adrenal cortex, adrenal medulla, parathyroid gland,
pituitary gland, thyroid gland, epididymis, preputial gland, prostate seminal vesicle, testes, clitoral
gland, ovary, uterus, bone marrow, lymph node, spleen, thymus, mammary gland, skin, bone, brain,
lung nose, eye, harderian gland, kidney and urinary bladder). However, the study was considered
low confidence for the assessment of carcinogenicity due to the inadequacy of the short-term
exposure duration for evaluating the long-term development of potential cancers. Although 28-day
studies may be able to provide some information on preneoplastic lesions, the study duration does
not cover the entire spectrum of tumor development and promotion for nearly all cancer types and
thus they are insensitive.
Mechanistic studies and supplemental information
The scope of the analysis for evaluating putative mechanisms of carcinogenicity for PFDA
focused on the synthesis of genotoxicity studies based on data availability. A more comprehensive
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and rigorous mode of action (MOA) investigation was not attempted due to the sparse and low
confidence human and animal studies available, as well insufficient information for the evaluation
of alternative carcinogenic mechanisms (e.g., mitogenesis, inhibition of cell death, cytotoxicity with
reparative cell proliferation and immune suppression) or considerations for human relevance of
tumor responses in animals, susceptible populations and lifestages and anticipated shape of dose-
response relationships. This is in agreement with the proposed framework for cancer MOA analysis
in the EPA Guidelines for Carcinogen Risk Assessment, which states that "the framework supports a
full analysis of mode of action information, but it can also be used as a screen to decide whether
sufficient information is available to evaluate or whether the data gaps are too substantial to justify
further analysis" fU.S. EPA. 20051.
Studies evaluating the genotoxic, mutagenic and clastogenic potential of PFDA from in vitro
assays with prokaryotic organisms and mammalian cells and in vivo assays in rats and mice are
summarized in Table 3-47. Mutagenicity test results in S. typhimurium (TA98, TA100, TA1535,
TA1537, and TA1538) and E. coli strains (WP2 uvrA pKMlOl) across several studies were
consistently negative for PFDA in the presence or absence of S9 rat liver metabolism system (NTP.
2005: Kim etal.. 1998: Godin etal.. 1992: Mvhr etal.. 19901. Similarly, PFDA had no effect on
mutation frequency in L5178Y mouse-lymphoma cells and in the HGPRT forward mutation assay in
Chinese hamster ovary (CHO) cells with or without S9 metabolic activation f Godin etal.. 1992:
Mvhr etal.. 1990: Rogers etal.. 19821.
PFDA was inactive for the in vitro transformation of BALB/C-3T3 mouse cells (Godin etal..
19921 and in the sister chromatic exchange (SCE) assays in CHO cells but induced chromosomal
aberrations indicative of clastogenic effects under conditions of S9 metabolic activity (Godin etal..
1992: Mvhr etal.. 19901. PFDA caused DNA double-strand breaks (DSB) in human gastric
adenocarcinoma AGS and SGC cell lines, although the details of the study exposure methodology
including information on the test article concentrations were not provided fLiu etal.. 2019al. The
mechanisms of PFDA-induced DSB were attributed to the downregulation of X-ray repair cross
complementing 4 (XRCC4) expression and nonhomologous end-joining (NHEJ) inactivation. These
events lead to impairment of DNA damage repair and inhibition of p5 3 expression and apoptosis,
contributing to the observed alterations in cell sensitivity to chemotherapy fLiu etal.. 2019a).
Elevated levels of DSB were also detected in mice with PFDA treatment (dosing regimen was not
specified) fLiu etal.. 2019al. Xu etal. f2019bl also showed increases in DNA strand breaks, 80HdG
formation and ROS levels, indicative of oxidative DNA damage in primary mouse hepatocytes
exposed to PFDA. In vivo experiments in rats showed increase in oxidative DNA damage (80HdG
levels) in liver tissue after dietary PFDA treatment at 10 mg/kg-day for 2 weeks (Takagi etal..
19911 but no effects were reported with a lower dose (1.4 mg/kg-day) administered via i.p. for up
to 8 weeks (Kim etal.. 19981. There were no effects on frequency of micronucleated polychromatic
or normochromatic erythrocytes in blood after repeated dose PFDA treatment (0.156-2.5 mg/kg-
day) via gavage fNTP. 20121. PFDA was not associated with induction of unscheduled DNA
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1 synthesis (UDS) in primary hepatocytes isolated from rats after single-dose exposure (>11 mg/kg);
2 however, increase in S-phase DNA synthesis was observed in the exposed rats (Godin etal.. 1992:
3 Mvhr etal.. 19901.
4 In summary, PFDA does not appear to elicit a strong genotoxic response as demonstrated by
5 the lack of activity in most assays described above, including mutagenicity tests in prokaryotic
6 organisms and mammalian cells; SCE and cell transformation assays in vitro; and UDS, oxidative
7 DNA damage and micronucleus assays in rats. Nevertheless, there is some evidence of potential
8 clastogenic effects in CHO cells, S-phase induction in rat hepatocytes, double strand DNA breaks in
9 human and mouse gastric cells and oxidative DNA damage in primary mouse hepatocytes.
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Table 3-46. Test evaluating genotoxicity and mutagenicity
Test
Materials and methods
Results
Conclusions
References
Genotoxicity studies in prokaryotic organisms
Ames assay
5. typhimurium strains (TA98, TAIOO, TA1535, TA1537, and
TA1538) were tested with or without S9 rat liver
homogenate and with a pre-incubation period. PFDA
concentrations ranged from 33.3 to 10, 000 ng/plate.
No increase in the number of
reverent colonies was observed with
PFDA in any of the tester strains in
the presence or absence of S9
metabolic activation.
There is no evidence of PFDA
mutagenicity in 5. typhimurium
strains.
Godin et al.
(1992): Mvhret
al. (1990)
Ames assay
5. typhimurium strains (TA98 and TA1535) were incubated
with PFDA (1 to 100 g/plate) with or without S9.
Test results were negative in the
two strains tested irrespective of the
presence of S9.
There is no evidence of PFDA
mutagenicity in 5. typhimurium
strains.
Kim et al.
(1998)
Ames assay
5. typhimurium strains (TA98 and TA100) and £ coli strain
(WP2 uvrA pKMlOl) in the presence or absence of S9.
Concentrations of PFDA were 0-10,000 pg/plate.
Test results were negative in all
bacterial strains irrespective of the
presence of S9.
There is no evidence of PFDA
mutagenicity in 5. typhimurium and
£ coli strains.
NTP(2005)
Genotoxicity studies in mammalian cells - in vitro
Mutagenicity
assay
L5178Y mouse-lymphoma cells were treated with PFDA
(0.01-500 Mg/mL) for 24 h and plated in the presence of
selective agents to evaluate mutation frequency (ouabain,
excess thymidine, methotrexate, cytosine arabinoside and
thioguanine) and in non-selective medium to evaluate
survival.
Mutagenicity tests showed no
significant results in any of the
selective systems.
There is no evidence of PFDA
mutagenicity in L5178Y cells.
Rogers et al.
(1982)
CHO/HGPRT
forward
mutation assay
Chinese hamster ovary (CHO) cells were treated with PFDA
concentrations ranging from 0.005 to 0.5 mg/mL with or
without S9.
The results were negative for PFDA-
mediated induction of forward
mutations in the HGPRT locus in
CHO cells under conditions of S9
metabolic activation and
nonactivation.
There is no evidence of PFDA
mutagenicity in CHO cells in the
HGPRT forward mutation assay.
Godin et al.
(1992): Mvhret
al. (1990)
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Test
Materials and methods
Results
Conclusions
References
Cytogenetic
assays in CHO
cells
CHO cells were treated with PFDA to evaluate induction of
sister chromatic exchange (SCE) and chromosomal
aberrations with or without S9. PFDA concentrations of
0.167 to 5,000 Mg/mL were tested in the SCE assays and
7.50 to 201 ng/mL were used in the chromosomal
aberration assay.
The results of the SCE assay were
negative in the presence or absence
of S9 metabolic activation. PFDA did
induce chromosomal aberrations at
151 and 201 Mg/mL but only under
conditions of metabolic S9
activation. Cytotoxicity was
observed at a concentration of
201 Mg/mL in the chromosomal
aberration assay.
Induction of chromosomal
aberrations provides evidence of
clastogenic activity of PFDA in
combination with S9. PFDA did not
cause DNA damage in the SCE assay.
Godin et al.
(1992): Mvhret
al. (1990)
In vitro
transformation
of BALB/C-3T3
cells
BALB/C-3T3 mouse cells were treated with PFDA at doses
of 40.0 to 650 ng/mL with or without S9.
PFDA failed to significantly increase
morphological transformation in
BALB/C-3T3 cells in the presence or
absence of S9 metabolism.
There is no evidence of malignant
transformation with PFDA in
cultured BALB/C-3T3 mouse cells.
Godin et al.
(1992)
DNA damage
(double-strand
breaks)
Human gastric adenocarcinoma AGS and SGC cell lines
treated with PFDA (concentration not specified).
PFDA induced double-strand DNA
breaks, reduced DNA repair activity,
altered expression of DNA repair
gene pathways (e.g., NHEJ),
inhibited apoptosis via p53
downregulation and affected
chemotherapy sensitivity of human
gastric cells.
PFDA can cause double strand DNA
damage in vitro by altering DNA
repair mechanisms.
Liu et al.
(2019a)
DNA damage
(strand breaks
and oxidative
damage
[80HdG])
Primary hepatocytes isolated from male C57BL/6 mice and
exposed to PFDA at doses of 0.1,1,10,100 mM.
PFDA increased DNA strand breaks
and levels of 80HdG and ROS in
primary mouse hepatocytes
(statically significant only at highest
dose for ROS but there was a dose-
response gradient).
There is evidence of oxidative DNA
damage with PFDA in vitro
exposure.
Xu et al.
(2019b)
Genotoxicity studies in mammalian species - in vivo
Unscheduled
DNA synthesis
(UDS) and S-
phase induction
assays
Adult male F344 rats were treated by oral gavage with a
dose of PFDA (5.5 to 44.0 mg/kg) and primary hepatocyte
cultures were prepared ~15-48 h after treatment to
examine nuclear labeling.
PFDA was found to be inactive in the
UDS assays but induced a significant
increase in the number of S-phase
cells at doses >11.0 mg/kg.
S-phase induction provides some in
vivo evidence of genotoxicity with
PFDA.
Godin et al.
(1992): Mvhret
al. (1990)
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Test
Materials and methods
Results
Conclusions
References
Oxidative DNA
damage (80HdG)
Male Fischer F344 rats were treated with PFDA (0.01% or
10 mg/kg-d) via the diet for 14 d. DNA was isolated from
the liver and kidney of rats after treatment for analysis of
80HdG formation.
80HdG levels were significantly
increased by PFDA treatment in rat
liver but no effects were seen in the
kidney.
PFDA (10/mg/kg-d) caused oxidative
DNA damage in rat liver after
repeated dose exposure via the diet.
(Takagi et al.,
1991)
Oxidative DNA
damage (80HdG)
Female Sprague Dawley rats were treated with a dose of
10 mg/kg PFDA via i.p. once a week for a 2- or 8-week
period. DNA was isolated from rat liver after treatment for
analysis of 80HdG formation.
80HdG levels were not significantly
affected by PFDA treatment in the
two time points analyzed.
PFDA (1.4 mg/kg-d) did not cause
oxidative DNA damage in rat liver
after repeated dose exposure via
i.p. administration.
Kim et al.
(1998)
Micronucleus
assay
Male and female Sprague Dawley rats (5/group) were
exposed daily to PFDA by oral gavage at doses of 0, 0.156,
0.312, 0.625,1.25 and 2.5 (males only) mg/kg for 28 d.
Test results were negative for the
increase in frequency of
micronucleated polychromatic or
normochromatic erythrocytes in rat
blood.
There is no evidence of PFDA
(0.156-2.5 mg/kg-d) genotoxicity in
the erythrocyte micronucleus assay.
NTP (2012)
DNA damage
(double-strand
breaks)
Mice were exposed to PFDA via drinking water (dosing
regimen was not specified)
PFDA induced double-strand DNA
breaks in mouse gastric cells.
PFDA can cause double strand DNA
damage in vivo.
Liu et al.
(2019a)
CA = chromosomal aberration; CHO = Chinese hamster ovary; DNA = deoxyribonucleic acid; LD50 = median lethal dose; ROS = reactive oxygen species;
S-D = Sprague Dawley.
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Evidence integration
The available evidence to evaluate the potential for PFDA exposure to lead to the
development of any cancer type consists of sparse and minimally informative studies in humans
and animals and limited mechanistic information from genotoxicity studies. Specifically, the single
low confidence study of prostate cancer (reporting an association that was not statistically
significant) in exposed humans, as well as the single, low confidence null study in rats with poor
sensitivity due to short-term duration are of limited utility for drawing a conclusion regarding
potential carcinogenicity with PFDA exposure. The results from genotoxicity studies were mostly
null, although a few studies provided some evidence of potential genotoxic effects in response to
PFDA (i.e., clastogenic effects in CHO cells, S-phase induction in rat hepatocytes, double strand DNA
breaks in human and mouse gastric cells and oxidative DNA damage in primary mouse
hepatocytes). Considering evidence for all potential cancer types across the available human,
animal and mechanistic studies and based on the EPA cancer guidelines (U.S. EPA. 2005). the
evidence base is judged to be inadequate to assess the carcinogenic potential of PFDA in humans.
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4.SUMMARY OF HAZARD IDENTIFICATION
CONCLUSIONS
4.1. SUMMARY OF CONCLUSIONS FOR NONCANCER HEALTH EFFECTS
The available evidence indicates hazards likely exist with respect to the potential for liver,
immune, developmental, and male and female reproductive effects in humans, given sufficient
PFDA exposure conditions12. Additionally, the available evidence suggests that PFDA exposure
might also have the potential to cause cardiometabolic and neurodevelopmental effects in humans
given sufficient exposure conditions. These judgments were derived primarily from epidemiological
studies and studies in experimental animals, the latter exposed to PFDA during short-term (7-28
days) and developmental (GD 6-15) oral exposures. On the other hand, there is inadequate
evidence for urinary, endocrine, and other health effects to determine the potential for health
hazards in humans with PFDA exposure. A summaiy of the justifications for
the evidence integration judgments for each of the main hazard sections is provided below.
The hazard identification judgment that the evidence indicates PFDA exposure is likely to
cause liver effects in humans, given sufficient exposure conditions12, is based on concordant effects
for increased liver weight, alterations in levels of serum biomarkers of liver injury (ALT, AST, ALP,
bile salts/acids, bilirubin and blood proteins), and some evidence of hepatocyte degenerative or
necrotic changes that provide support for the adversity of PFDA-induced liver toxicity reported in
high and medium confidence studies in rats and mice exposed to PFDA doses >0.156 mg/kg-day.
Although associations between serum ALT levels and PFDA exposure in epidemiological studies of
adults were observed, the epidemiology evidence overall is uncertain due to unexplained
inconsistency in the results for other clinical markers and a lack of clear evidence of adversity.
Mechanistic studies in rodents and limited evidence from in vitro studies and animal models
considered more relevant to humans provide support for the biological plausibility and human
relevance of the apical effects observed in animals and suggest a possible PPARa-dependent and
independent MOA for PFDA-induced liver toxicity.
The hazard identification judgment that the evidence indicates PFDA exposure is likely to
cause immunosuppression in humans, given sufficient exposure conditions12, is based on moderate
human evidence of immunosuppression primarily from two medium confidence studies in children
and one low confidence study in adults at levels of 0.3 ng/mL (median exposure in studies
observing an adverse effect). Although some evidence for coherent immunomodulatory responses
12 The "sufficient exposure conditions" are more fully evaluated and defined for the identified health effects
through dose-response analysis in Section 5.
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consistent with immunosuppression (decreases in phagocytic activity of liver microphages, spleen
cell counts and immune organ weights and immune organ histopathology) was identified in short-
term, high, and medium confidence studies in rats and mice at >0.089 mg/kg-day, the animal
evidence overall is uncertain. Issues with overt organ and general systemic toxicity pose
limitations with respect to the interpretation of the animal evidence. Although possible effects of
hypersensitivity-related responses were reported in one epidemiological study and one high-
exposure study in mice (21.4 mg/kg-day), outstanding uncertainties remain to draw specific
conclusions for this outcome.
The hazard identification judgment that the evidence indicates PFDA exposure is likely to
cause developmental toxicity, given sufficient exposure conditions13, is based primarily on
consistent findings of dose-dependent decreases in fetal weight in mice gestationally exposed to
PFDA doses >0.5 mg/kg-day, supported by evidence of decreased birth and childhood weight from
studies of exposed humans in which PFDA was measured during pregnancy. The conclusion is
further supported by coherent epidemiological evidence for biologically related effects (e.g.,
decreased birth length).
The hazard identification judgment that the evidence indicates PFDA exposure is likely to
cause potential adverse effects to the male reproductive system in humans, given sufficient
exposure conditions, is based on a coherent pattern of effects on sperm counts, testosterone levels,
and male reproductive histopathology and organ weights at doses >0.625 mg/kg-day in adult rats
exposed for 28 days (high confidence for most endpoints evaluated). Although the MOA for PFDA-
induced male reproductive effects is unknown, a few acute i.p. and in vitro rodent studies suggest a
possible mechanism via disruption of Leydig cell function and impaired steroidogenesis. Evidence
from a medium confidence epidemiological study reported non-statistically significant decreases in
testosterone levels and altered sperm parameters that are coherent with the effects observed in
animals. Although these findings were imprecise, the study had limited sensitivity to observe an
effect and no conflicting evidence was identified from studies of similar confidence.
The hazard identification judgment that the evidence indicates PFDA exposure is likely to
cause female reproductive toxicity in humans given sufficient exposure conditions is based
primarily on the results of a high confidence study in rats showing biologically coherent effects on
uterus weight and the estrous cycle after oral exposure to PFDA at >1.25 mg/kg-day for 28 days.
Although human studies are available for examining associations between PFDA and female
reproductive toxicity (e.g., fecundity), the results were mostly null, possibly due to their low
sensitivity for observing effects.
13 The "sufficient exposure conditions" are more fully evaluated and defined for the identified health effects
through dose-response analysis in Section 5.
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The hazard identification judgment that the evidence suggests PFDA exposure has the
potential to cause cardiometabolic effects in humans given sufficient exposure conditions 14is based
primarily on associations between PFDA and serum lipids, adiposity, cardiovascular disease, and
atherosclerosis in a few epidemiological studies. However, evidence is largely inconsistent across
studies, which adds considerable uncertainty. Evidence in experimental animals from a high
confidence rat study was indeterminate.
The hazard identification judgment that the evidence suggests PFDA exposure has the
potential to cause neurodevelopmental effects in humans given sufficient exposure conditions15 is
based on associations between PFDA exposure and outcomes related to attention and behavior,
although there is high degree of uncertainty due to inconsistencies and imprecision in the results.
No relevant animal studies were available.
Finally, there is inadequate evidence to evaluate the potential for PFDA exposure to cause
effects on the endocrine system, urinary system, and other health outcomes in adult humans
(i.e., respiratory, digestive, dermal, musculoskeletal, and hematological systems, and nonspecific
clinical chemistry). The available data from human and/or animal studies for these health
outcomes was largely limited or lacked consistency and coherence. Further, the absence of studies
examining the potential for effects of PFDA exposure on the thyroid in developing organisms, or on
mammary glands, represent data gaps in light of associations observed for other PFAS, such as
PFBS, PFOA and PFOS CATSDR. 2018b: U.S. FPA. 20181. see Table 4-1 below.
Table 4-1. Hazard conclusions across published EPA PFAS human health
assessments
Health Outcome
EPA PFAS Assessments3'11
PFDA
PFBA
PFBS
GenX
Chemicals
PFOAc
PFOSc
Thyroid
-
+
+
_d
Human: +
Animal: +/-
Human: +/-
Animal: +/-
Liver
+
+
-
+
Human: +
Animal: +
Human: -
Animal: +
Developmental
+
+
+
+/"
Human: +
Animal: +
Human: +
Animal: +
Reproductive
+
-
-
+/"
Human: -
Animal: +/-
_d
Immunotoxicity
+
-
-
+/"
Human: +
Animal: +
Human: +/-
Animal: +
14 Given the uncertainty in this judgment and the available evidence, this assessment does not attempt to
define what might be the "sufficient exposure conditions" for developing these outcomes (i.e., these health
effects are not advance for dose-response analysis in Section 5).
15 Given the uncertainty in this judgment and the available evidence, this assessment does not attempt to
define what might be the "sufficient exposure conditions" for developing these outcomes (i.e., these health
effects are not advance for dose-response analysis in Section 5).
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Health Outcome
EPA PFAS Assessments3'11
PFDA
PFBA
PFBS
GenX
Chemicals
PFOAc
PFOSc
Renal
-
-
+
+/-
Human: +/-
Animal: +/-
_d
Hematological
-
-
_d
+/-
_d
_d
Ocular
-
-
_d
_d
_d
_d
Serum Lipids
+/-
_e
-
_d
Human: +
Animal: +
Human: +
Hyperglycemia
-
_e
_d
_d
Human: -
Animal: -
Animal: +/-
Nervous System
+/-e
_e
_d
_d
Human: -
Animal: -
Animal: +/-
Cardiovascular
+/-
_e
-
_d
_d
_d
Cancer
-
-
-
+/-
+/"
+/-
a Assessments used multiple approaches to summarizing their non-cancer hazard conclusions; for comparison
purposes, the conclusions are presented as follows: V =evidence demonstrates or evidence indicates (e.g.,
PFDA), or evidence supports (e.g., PFBS);=suggestive evidence;= inadequate evidence (e.g., PFDA) or
equivocal evidence (e.g., PFBS); and = sufficient evidence to conclude no hazard (no assessment drew this
conclusion).
bThe assessments all followed the EPA carcinogenicity guidelines (2005); a similar presentation to that used to
summarize the noncancer judgments is applied for the cancer hazard conclusions, as follows: V = carcinogenic to
humans or likely to be carcinogenic to humans;= suggestive evidence of carcinogenic potential;=
inadequate information to assess carcinogenic potential; and = not likely to be carcinogenic to humans (no
assessment drew this conclusion).
c The U.S. EPA (2016b) and U.S. EPA (2016a) PFOA and PFOS assessments did not use structured language to
summarize the noncancer hazard conclusions. The presentation in this table was inferred from the hazard
summaries found in the respective assessments; however, this is for comparison purposes only and should not be
taken as representative of the conclusions from these assessments. Those interested in the specific noncancer
hazard conclusions for PFOA and PFOS must consult the source assessments.
d No data available for this outcome for this PFAS, so 'entered by default.
eData available for PFDA includes neurodevelopmental outcomes in humans.
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4.2. SUMMARY OF CONCLUSIONS FOR CARCINOGENICITY
Given the limited scope and utility of the available evidence across human, animals and
genotoxicity studies, the evidence is judged to be insufficient to determine whether PFDA exposure
(via any exposure route) might affect the development of any specific cancer types. In accordance
with EPA cancer guidelines (U.S. EPA. 20051 a weight of evidence descriptor of inadequate to
assess the carcinogenic potential is assigned for PFDA.
4.3. CONCLUSIONS REGARDING SUSCEPTIBLE POPULATIONS AND LIFE
STAGES
Understanding of potential areas of susceptibility to the identified human health hazards of
PFDA can help to inform expectations of variability in responses across individuals, as well as
uncertainties and confidence in candidate toxicity values (see Section 5.2). The available human
and animal studies indicate that early life represents a susceptible lifestage for the effects of PFDA
exposure. Two medium confidence studies reported immune effects (i.e., decreased antibody
response) in children exposed to PFDA during gestation and childhood (Grandiean etal.. 2017b)
and (Grandiean etal.. 2017a: Grandiean etal.. 2012). Additionally, developmental effects (i.e., fetal
growth restriction, gestational duration, postnatal growth and spontaneous abortion) were
reported in multiple high quality studies (Buck Louis etal.. 2018: Gvllenhammar etal.. 2018: Meng
etal.. 2018: Lind etal.. 2017a: Swedish Environmental Protection Agency. 2017: Valvi etal.. 2017:
Woods etal.. 2017: Bach etal.. 2016: Kwon etal.. 2016: Lenters etal.. 2016: Wang etal.. 2016:
Robledo etal.. 20151. The strongest and most consistent evidence was observed for fetal growth
restriction. Potentially coherent with these epidemiological observations, effects in developing
rodents (decreased fetal body weight, skeletal variations, decreased live fetuses per litter) after
maternal exposure also support the potential for early life susceptibility. Young individuals may
also be susceptible to PFDA-induced male reproductive effects. Although no animal studies and
only a few human studies are available examining reproductive effects in early lifestages
(i.e., pubertal development and anogenital distance), effects on sperm motility and testosterone
were consistently reported in exposed human and rodent adults fNTP. 2018: Zhou etal.. 2016:
Toensen et al.. 2013). Given the potential for PFDA to impair androgen function, boys exposed
during critical developmental lifestages may be susceptible as exposure during gestation and early
postnatal life stages could result in agenesis of the male reproductive system and/or infertility.
Although inconclusive, some effects on thyroid hormone homeostasis were observed in
adult rats fNTP. 20181. Although no studies are available that assessed the effect of PFDA on
thyroid hormones in developing organisms, young individuals exposed during gestation, early
childhood and puberty may be a susceptible population given thatT3 and T4 levels play critical
roles in bone growth and brain development (O'Shaughnessv etal.. 2019) at these lifestages
(i.e., both pregnancy and early life). PFDA was also observed to disrupt estrous cyclicity in female
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1 rats with potential implications for impaired fertility fNTP. 20181. Therefore, although the current
2 evidence does not explicitly address the potential for a linkage between these observations and
3 impaired fertility in women, women of reproductive age may also be susceptible to the effects of
4 PFDA exposure.
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5.DERIVATION OF TOXICITY VALUES
5.1. NONCANCER AND CANCER HEALTH EFFECT CATEGORIES
CONSIDERED
The available evidence indicates that oral exposure to PFDA is likely to cause adverse
hepatic, immune, developmental, and male and female reproductive effects in humans given
sufficient exposure conditions3, based on epidemiological and animal toxicity studies. This section
aims to characterize the dose levels associated with these identified hazards and derive toxicity
values as presented below. Additionally, the available evidence suggests PFDA exposure might
have the potential to cause cardiometabolic and neurodevelopmental effects in humans given
sufficient PFDA exposure conditions4 based on a limited number of epidemiological studies;
however, the results are considered too uncertain to support the derivation of toxicity values. For
all other health effects (i.e., endocrine, urinary, hematology, special senses [eye and harderian
gland], dermal and musculoskeletal systems), the evidence is inadequate to assess the hazard
potential; therefore, these endpoints were not considered for the derivation of toxicity values.
There are no available studies to inform the potential for PFDA to cause adverse health
effects via inhalation exposure, therefore, the derivation of reference concentrations (RfC) is
precluded (see Section 5.2.4). Likewise, evidence pertaining to the evaluation of carcinogenicity
was considered inadequate to assess carcinogenic potential of PFDA in humans, precluding the
derivation of cancer toxicity values via any exposure route (see Section 5.3).
5.2. NONCANCER TOXICITY VALUES
The noncancer toxicity values (i.e., RfDs) derived in this section are estimates of an
exposure for a given duration to the human population (including susceptible subgroups and/or life
stages) that are likely to be without an appreciable risk of adverse health effects (Section 1.2.1).
The RfD derived in Section 5.2.1 corresponds to chronic, lifetime exposure and is the primary focus
of this document In addition, a less-than-lifetime toxicity value (referred to as a "subchronic RfD")
is derived in Section 5.2.2. This subchronic RfD can be useful for certain decision purposes
(e.g., site-specific risk assessments with less-than-lifetime exposures). Both the lifetime and
subchronic RfD include organ/system-specific RfDs (osRfDs) associated with each health effect
considered for point of departure (POD) derivation, as supported by the available data. These
toxicity values might be useful in some contexts (e.g., when assessing the potential cumulative
effects of multiple chemical exposures occurring simultaneously). Section 5.2.3 summarizes that no
information exists to inform the potential toxicity of inhaled PFDA or to derive an inhalation
reference concentration (RfC).
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5.2.1. Oral Reference Dose (RfD) Derivation
Study/Endpoint Selection
As outlined in the sections below, data sufficient to support dose-response analyses for oral
PFDA exposure were available for all identified human health hazards (see Section 4.1): hepatic,
immune, developmental, and male and female reproductive effects. Rationales for study selection
and the specifics of RfD calculations, as well as the determination of confidence in quantitative
estimates are detailed in this section.
The following general considerations were used to prioritize studies for estimating points of
departure (PODs) for potential use in toxicity value derivation. Dependent on the evidence for each
identified hazard, high or medium confidence human studies that were deemed influential to the
hazard conclusions and suitable for dose-response analysis were prioritized for POD derivation and
compared to PODs derived from animal data when possible. Human studies were available for
developmental and immunotoxicity effects. For other health effects (i.e., hepatic, and male and
female reproductive effects), only evidence from animal studies was considered influential for
hazard identification and, therefore, these data were prioritized for dose-response assessment.
Given the lack of comprehensive subchronic or chronic animal studies, medium and high confidence
short-term studies in animals of longer exposure duration (e.g., 28 days versus 7 or 14 days) and
with exposure levels near the lower dose range of doses tested across the evidence base were
preferred along with medium or high confidence animal studies evaluating exposure during
development These types of medium and high confidence human and animal studies increase the
confidence in the resultant RfD because they represent data with lower risk of bias and reduce the
need for low-dose and exposure duration extrapolation (see Appendix C.l.l,).
A summary of endpoints and rationales considered for toxicity value derivation is presented
below.
Hepatic effects
The hazard conclusions for PFDA-induced liver effects are based primarily on moderate
evidence from short-term animal studies (see Section 3.2.1). In humans, an association between
PFDA exposure and ALT levels in the blood was identified, but there was considerable uncertainty
due to inconsistent results for other clinical markers. As such, only animal studies were considered
for dose-response analysis. The database of animal studies examining liver effects includes several
short-term studies in rats and mice fWang etal.. 2020: Frawlev etal.. 2018: NTP. 2018: Yamamoto
and Kawashima. 1997: Kawashimaetal.. 1995: Permadi etal.. 1993: Takagi etal.. 1992.1991:
Harris and Birnbaum. 1989). In particular, two high confidence studies in S-D rats gavaged with
PFDA for 28-days were prioritized for the derivation of candidate values because they included
several hepatic endpoints that together provided coherent evidence of liver toxicity with PFDA
exposure across histopathology, organ weights and/or clinical chemistry fFrawlev etal.. 2018: NTP.
20181 (see Table 5-1). Additionally, these studies had the longest exposure duration (28 days) and
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examined the lower range of PFDA doses (dose range of observed effects is 0.156-2.5 mg/kg-day)
across the available studies examining hepatic effects.
PFDA induced changes in serum liver biomarkers, hepatocyte lesions and increased liver
weights in rats across the two 28-day studies fFrawlev etal.. 2018: NTP. 20181. Although some of
the individual changes have the potential to represent adaptive responses (e.g., increased liver
weights and hypertrophy), the constellation of coherent liver effects, most notably consistent
effects across multiple serum biomarkers of hepatocyte and biliary injury and histological findings
of structural hepatocyte degeneration (necrosis), provide clear evidence of adversity (see
"Consideration for potentially adaptive versus adverse responses" under Section 3.2.1 for more
details). Alterations in the levels of serum enzymes such as ALT, AST and ALP and other functional
biomarkers (bile salt/acids, bilirubin, and blood proteins [albumin, globulin, and total protein])
were reported in the 28-day study that evaluated clinical chemistry fNTP. 20181. Increases in AST
and ALP levels were consistent across sexes and dose groups and generally occurred at lower doses
that did not induce significant body weight changes or other general systemic effects (0.156-
0.625 mg/kg-day PFDA). Similarly, dose-related increases in relative liver weights were reported
in male and female rats at >0.125 mg/kg-day across the two 28-day studies (Frawlev etal.. 2018:
NTP. 20181. As discussed in Section 3.2.1, relative liver weight is generally preferred over absolute
liver weight; as information on the former were available, changes in absolute liver weight were not
considered for dose-response analyses. Since there is no clear indication of sex-specific differences
in sensitivity with respect to PFDA-induced liver effects in the available animal toxicity studies, data
for both male and female S-D rats for these endpoints were advanced for dose-response modeling.
Corroborative hepatocyte lesions such as cytoplastic alterations and vacuolization,
hypertrophy and necrosis were reported in rats at higher doses (>0.625 mg/kg-day) across the two
28-day studies prioritized for dose-response analysis fFrawlev etal.. 2018: NTP. 20181. The
histopathological observations showed a clear progression in severity across lesions and dose
groups. These findings provide additional support for the adversity of the progressive effects on the
liver with PFDA exposure but were not prioritized for dose-response analysis due to the presence
of more sensitive liver endpoints (i.e., serum AST and ALP levels, and relative liver weight; see
Table 5-1).
Table 5-1. Endpoints considered for dose-response modeling and derivation
of points of departure for liver effects in animals
Endpoint
Study reference
and confidence
Exposure
route and
duration
Test strain,
species, and
sex
POD derived?
Notes
Increased serum ALT
NTP (2018):
high confidence
Gavage, 28 d
S-D rat, male
and female
No
Dose-dependent effects were
only observed in females and
occurred at higher doses
compared to other liver
findings
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Endpoint
Study reference
and confidence
Exposure
route and
duration
Test strain,
species, and
sex
POD derived?
Notes
Increased serum AST
NTP (2018):
high confidence
Gavage, 28 d
S-D rat, male
and female
Yes
Dose-dependent effects were
consistent across sexes and
concordant with liver weight
and liver histopathology
findings
Increased serum ALP
NTP (2018):
high confidence
Gavage, 28 d
S-D rat, male
and female
Yes
Effects were consistent across
sexes and dose groups and
concordant with liver weight
and liver histopathology
findings.
Other serum biomarkers
(increased bile salts/acids
and bilirubin, and
decreased albumin and
globulin)
NTP (2018):
high confidence
Gavage,
28 days
S-D rat, male
and female
No
Effects were mostly consistent
across sexes but occurred at
higher doses compared to
other liver findings
Hepatocyte lesions
NTP (2018):
high confidence
(cytoplasmic
alterations and
vacuolization,
hypertrophy,
and necrosis)
Gavage,
28 days
S-D rat, male
and female
No
Effects were consistent across
sexes and studies but
occurred at higher doses
compared to other liver
findings
Frawlev et al.
(2018): hiah
confidence
(necrosis)
Gavage, 28 d
S-D rat, male
No
Increased relative liver
weight
NTP (2018):
high confidence
Gavage, 28 d
S-D rat, male
and female
Yes
Dose-dependent effects were
consistent across studies,
cohorts, sexes and were
concordant with serum
biomarker and liver
histopathology findings. There
was no reason to prioritize
one dataset over the other.
Frawlev et al.
(2018): hiah
confidence
Gavage, 28 d
S-D rat, female
(included 3
experimental
cohorts)
Yes
1 Immune Effects
2 As described in Section 3.2.2, the strongest evidence for immune effects was from
3 epidemiological studies that provided moderate evidence of immunosuppression (Shih etal.. 2021:
4 Timmermann etal.. 2021: Grandieanetal.. 2017b: Grandiean etal.. 2017a: Kielsenetal.. 2016:
5 Grandiean etal.. 20121: thus, this outcome was prioritized for dose-response analysis and studies of
6 hypersensitivity (which collectively provided slight human evidence) were not considered. Given
7 the uncertainties with the animal data described in Section 3.2.2 that would be expected to strongly
8 impact quantitative estimates (e.g., influence of systemic toxicity), only the human data were
9 considered for the derivation of PODs.
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The two medium confidence epidemiology studies of antibody response following
vaccination providing the primary support for the hazard judgment were conducted in different
birth cohorts of the Faroe Islands population (see Table 5-2). These studies include measures of
PFDA exposure taken perinatally (pregnancy week 32 to 2 weeks postpartum), at 18 months, and at
5, 7, and 13 years, and measures of antibody levels at 5, 7, and 13 years for both diphtheria and
tetanus. The relevant etiologic window of exposure for this outcome is not known. Although there
were some heterogeneous results (see Section 3.2.2), the direction of association across these
combinations of different timings of exposure and outcome measurement were generally
consistent, indicating immunosuppression (i.e., decreased antibody response with higher
exposure). However, selecting the most informative exposure-outcome combination(s) for POD
derivation is complicated by the lack of a clear etiologic window. In a follow-up publication without
new data, the study authors performed benchmark dose modeling for a subset of the data
presented in Grandiean etal. (2012). specifically antibody levels at age 7 and PFDA concentrations
at age 5, and antibody levels at age 5 (prebooster) and perinatal PFDA concentrations (Budtz-
T0rgensen and Grandiean. 2018b). These were selected by the authors due to the strong inverse
associations observed and the results were considered reasonably representative of the study
results overall. After review of the BMD methods and additional modeling details fBudtz-Iargensen
and Grandiean. 2018bl for completeness and appropriateness (see Appendix C.l "Benchmark Dose
Response Modeling Results from Human Studeis," EPA utilized their analytic regression results for
this assessment
Budtz-l0rgensen and Grandiean (2018a) fit multivariate models of PFDA measured at age 5
years, against log2-transformed anti-tetanus antibody concentrations measured at the 7 year-old
examination controlling for sex, exact age at the 7 year-old examination, and booster type at age 5
years. Three model shapes of PFDA were evaluated by Budtz-largensen and Grandiean f2018al: a
linear model, a piecewise-linear model with a knot at the median, and a logarithmic function.
Ultimately, the linear model was found to have the best fit In the absence of a clear definition of an
adverse effect for a continuous endpointlike antibody concentrations, a default BMR of one SD
change from the control mean may be selected, as suggested in EPA's Benchmark Dose Technical
Guidance Document (U.S. EPA. 2012a). A lower BMR can also be used if it can be justified on a
biological and/or statistical basis. Regression coefficients for PFDA as the only PFAS in the model
were used to estimate the BMD and BMDL for a BMR of one standard deviation (SD) change in log2-
transformed anti-tetanus antibody concentration and for a BMR of Vi standard deviation (SD)
change in log2-transformed anti-tetanus antibody concentration (see Appendix C.l.l for details).
Budtz-l0rgensen and Grandiean (2018a) also fit multivariate models of PFDA controlling for both
PFOS and PFOA and BMD and BMDL estimates from those results were also derived in Appendix
C.l.l.
Statistically, the Technical Guidance additionally suggests that studies of developmental
effects can support lower BMRs, and BMRs of Vi SD (or BMRs of 5% rather than 10%) are routinely
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applied to rodent developmental toxicity study endpoints due to the sensitive lifestage.
Biologically, a BMR of Vi SD is considered a reasonable choice as anti-tetanus antibody
concentrations prevent against tetanus, which is a rare, but severe and sometimes fatal infection,
with a case-fatality rate in the U.S. of 13% during 2001-2008 fLiang etal.. 20181. The case-fatality
rate can be more than 80% for early lifestage cases fPatel and Mehta. 19991. Selgrade f20071
suggests that specific immuno-toxic effects observed in children may be broadly indicative of
developmental immunosuppression impacting these children's ability to protect against a range of
immune hazards - which has the potential to be a more adverse effect than just a single immuno-
toxic effect. Thus, decrements in the ability to maintain effective levels of tetanus antitoxins
following immunization may be indicative of wider immunosuppression in these children exposed
to PFDA. Taken together, the severity of this indicator of developmental immunosuppression and
the sensitive lifestage is interpreted to support the use of a BMR of Vi SD
A blood concentration for tetanus antibodies of 0.1 IU/mL is sometimes cited in the tetanus
literature as a 'protective level' and fGrandiean etal.. 2017bl noted that the Danish vaccine
producer Statens Serum Institut recommended the 0.1 IU/mL "cutoff" level "to determine whether
antibody concentrations could be considered protective;" and Galazka and Kardymowicz
fl9891mentions the same concentration, but Galazka et al. f!9931argues:
"The amount of circulating antitoxin needed to ensure complete immunity against
tetanus is not known for certain. Establishment of a fixed level of tetanus antitoxin
does not take into consideration variable conditions of production and adsorption of
tetanus toxin in the anaerobic area of a wound or a necrotic umbilical stump. A given
serum level could be overwhelmed by a sufficiently large dose of toxin. Therefore, there
is no absolute protective level of antitoxin and protection results when there is
sufficient toxin-neutralizing antibody in relation to the toxin load fPassen and
Andersen. 19861."
As a check, EPA evaluated how much extra risk would have been associated with a BMR set
at a cutoff value of 0.1 IU/mL. Using the observed distribution of tetanus antibodies at age 7 years
in log2(IU/mL), EPA calculated that 2.8% of those values would be below the cutoff value of 0.1
IU/mL. A BMR of Vi SD resulted in 7.9% of the values being below that cutoff which is 5.1% extra
risk and shows that the generic guidance that a BMR of Vi SD can provide a reasonably good
estimate of 5% extra risk.
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Table 5-2. Endpoints considered for dose-response modeling and derivation
of points of departure for immune effects in humans
Endpoint
Study reference and confidence
POD
derived?
Notes
Antibody
concentrations for
diphtheria and
tetanus
Grandiean et al. (2012) [Birth cohort
1997-2000 with follow-up to age 7]
and (Grandiean et al., 2017a) [Birth
cohort 1997-2000 with follow-up to
age 131: Grandiean et al. (2017b)
[Birth cohorts from 1997-2000 &
2007-2009 with follow-up to age 5];
medium confidence
No
Effect was generally coherent with epidemiological
evidence for other antibody effects. However, while
these results contribute to understanding the hazard
for PFDA, the analytic models in these specific
publications used log-transformed exposure and log-
transformed outcome variables and such log-log
models cannot be used for BMD calculations and
thus PODs were not derived.
Antibody
concentrations for
diphtheria and
tetanus
Budtz-J0rgensen and Grandiean
(2018a): Birth cohorts 1997-2000 &
2007-2009 using different analyses of
combined data from Grandiean et al.
(2012) and (2017a) medium
confidence
Yes
Effect was large in magnitude and generally coherent
with epidemiological evidence for other antibody
effects. Results were based on analytic models using
log-transformed outcome and untransformed
exposure which were suitable for BMD calculations
and POD derivations (see Appendix C.l.l for more
details on BMD modeling results).
Developmental effects
Uncertainties in the human evidence of developmental effects resulted in a judgment of
slight (see Section 3.2.3); however, the database includes several well-conducted medium and high
confidence epidemiological studies reporting birth weight deficits of varying magnitude in male or
female neonates or both. Birth weight deficits (and several other developmental endpoints) were
generally larger and more consistent among studies that sampled maternal serum later in
pregnancy including postpartum measures. This suggests that those samples may be most prone to
potential bias from changing pregnancy hemodynamics, but the complex patterns of influence due
to pregnancy hemodynamics are not completely understood. Nevertheless, the apparent influence
of pregnancy hemodynamics introduces considerable uncertainty in the interpretation of these
associations of PFDA-induced developmental effects and was a major contributing factor in the
overall evidence integration judgement for this health effect (see Section 3.2.3). Despite these
concerns regarding sample timing, decreased birth weight was the focus of dose-response analysis,
given the accuracy in measurement of the endpoint, and the abundance of high-quality studies.
There is considerably less uncertainty related to pregnancy hemodynamics in studies based on
maternal serum samples collected during the first trimester.
Twenty-eight epidemiology studies (8 high and 10 medium confidence) evaluated
associations between PFDA and fetal growth restriction, including 26 studies examining mean birth
weight. Given the abundance of high confidence studies, low and medium confidence studies were
not considered for POD derivation; thus, four high confidence studies were considered as they
provided consistent evidence of associations within the overall population and across both sexes.
Among the eight high confidence studies detailed in Table 5-3, two studies Buck Louis etal. (2018):
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Bach etal. (20161 were not considered further, as they did not find evidence of an inverse
association between PFDA exposures and mean birth weight in the overall population. Two studies
were not advanced because they reported vastly different findings across the sexes Lind et al.
f2017al: Wang etal. f20161 with no clear biological explanation for this inconsistency (see
discussion in Section 3.2.3).
Three of the four remaining studies examined PFDA during trimester three Luo et al.
(20211: Yao etal. (20211: Valvi etal. (20171 and one examined PFDA across trimesters one and two
(Wikstrom etal.. 20201.Two high confidence studies Valvi etal. (20171 and Wikstrom etal. (20201
were selected for dose-response quantification. In the (Wikstrom etal.. 20201 study, 96% of
samples were collected during the first trimester and the remaining during the early weeks of the
second trimester; sensitivity analyses showed no differences when trimester two samples excluded.
The Valvi etal. f20171 has a unique design that may increase study sensitivity by sampling all
participants during the same gestational week (i.e., 34). These two studies had a low overall risk of
bias and reliable exposure measurements with sufficient exposure contrasts (PFDA
median/interquartile ranges: 0.26/0.15 and 0.28/0.16 ng/mL, respectively for Wikstrom et al.
(20201: Valvi etal. (201711 and other characteristics that allowed for adequate study sensitivity to
detect associations (see Table 5-4). As noted above, the Valvi etal. f20171 and Wikstrom etal.
f20201 studies selected for dose-response quantification reported results consistent in magnitude
that allowed the consideration of sex-specific and overall population results. A limitation of the
Valvi etal. (20171 study advancing to dose-response is that it did not have early trimester samples
(trimester 3 only) and may be prone to some potential bias due to pregnancy hemodynamics (see
more details in Appendix F). Despite these important concerns regarding sample timing, as noted
above, derivation of a POD(s) for developmental outcomes using the Valvi, 2017 study was
considered potentially informative to toxicity value derivation for birth weight effects reported by
fWikstrom etal.. 20201.
The one available high confidence animal study that examined developmental toxicity in
mice treated with PFDA (Harris and Birnbaum. 19891 provided moderate evidence of
developmental toxicity (see Section 3.2.3). Several endpoints from this study were considered to be
suitable for POD derivation (see Table 5-5) and for comparison to PODs derived from the human
studies. Harris and Birnbaum (19891 reported developmental effects in C57BL/6N mice treated
either on GD 10-13 (0-32 mg/kg-day) or GD 6-15 (0-12.8 mg/kg-day). Harris and Birnbaum
f!9891 reported statistically significant changes for increased % resorptions per litter and
decreased number of live fetuses GD 6-15 component of the study. However, these effects were not
considered for dose-response analysis because their interpretation is confounded by overt
maternal toxicity (i.e., mortality) observed at the same dose. Statistically significant and dose-
dependent decreases in fetal body weight were also observed in both the GD 10-13 and the GD 6-
15 experiments. Data for decreased fetal body weight from the GD 6-15 experiment were
prioritized for dose-response analysis over data from the GD 10-13 experiment, since the former
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1 experiment encompasses a larger developmental window. Statistically significant and dose-
2 dependent increases in variations (i.e., delayed braincase and phalanges ossification and absence of
3 fifth sternebrae) were also reported, but there were methodological concerns and uncertainty
4 regarding the adversity of these endpoints (see Section 3.2.3) that precluded their consideration for
5 dose-response analysis.
Table 5-3. Mean Birth Weight deficit studies considered for dose-response
modeling and derivation of points of departure for developmental effects in
humans
Study reference and
confidence
Population-Overall
Population, Sex-
specific and All
Births vs. Term
Births only
PFDA
Biomarker
Sample
Timing
POD
derived?
Notes
Valvi etal. (2017):
high confidence
Overall Population;
Sex-specific; All
Births
Trimester 3
Yes
Effect was large in magnitude and coherent with findings in
mice and epidemiological evidence for other biologically
related effects (e.g., decreased postnatal growth and birth
length).
Wikstrom et al.
(2020). hiah
confidence
Overall Population;
Sex-specific; All
Births
Trimesters 1-
2
(94% in Tl)
Yes
Effect was statistically significant, large in magnitude, and
coherent with findings in mice and epidemiological evidence
for other biologically related effects (e.g., decreased postnatal
growth and birth length).
Luo et al. (2021), hiah
confidence
Overall Population;
Term Births
Trimester 3
No
Effect size was statistically significant and moderate in
magnitude.
Results are coherent with findings in mice and
epidemiological evidence for other biologically related effects
(e.g., preterm birth, postnatal growth, and other fetal growth
measures such as birth length).
Yao et al. (2021), hiah
confidence
Overall Population;
Sex-specific; All
Births
Trimester 3
No
Effect size was moderate in magnitude.
Results are coherent with findings in mice and
epidemiological evidence for other biologically related effects
(e.g., preterm birth, postnatal growth, and other fetal growth
measures such as birth length).
Wang etal. (2016):
high confidence
Sex-specific; Term
Births
Trimester 3
No
Study reported sex-specific findings that were not consistent
across male and female neonates.
Bach et al. (2016):
high confidence
Sex-specific; Term
Births
Trimester 1
No
Study reported sex-specific findings that were not consistent
across male and female neonates.
Buck Louis et al.
(2018). hiah
confidence
Overall Population;
Term Births
Trimester 2
No
Study did not detect inverse associations between mean birth
weight and PFDA.
Lind et al. (2017a),
high confidence
Sex-specific; All
Births
Trimester 1
No
Study reported sex-specific findings that were not consistent
across male and female neonates.
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Table 5-4. Endpoints considered for dose-response modeling and derivation
of points of departure for developmental effects in animals
Endpoint
Study reference and
confidence
Exposure route
and duration
Test strain,
species, and sex
POD
derived?
Notes
Increased % resorptions
per litter
Harris and Birnbaum
(1989): hiah
confidence
Gavage,
GD 6-15
C57BL/6N mouse,
male and female
No
Effect was observed at the same
dose as significant maternal
mortality.
Decreased live fetuses
per litter
Harris and Birnbaum
(1989): hiah
confidence
Gavage,
GD 6-15
C57BL/6N mouse,
male and female
No
Effect was observed at the same
dose as significant maternal
mortality.
Decreased fetal body
weight
Harris and Birnbaum
(1989): medium
confidence
Gavage,
GD 10-13
C57BL/6N mouse,
male and female
No
Fetal body weight data from GD
10-13 was not advanced in lieu of
the more sensitive data available
from GD 6-15.
Decreased fetal body
weight
Harris and Birnbaum
(1989): medium
confidence
Gavage,
GD 6-15
C57BL/6N mouse,
male and female
Yes
Effect displayed a dose-response
trend and was coherent with other
developmental changes in mice
and humans.
Skeletal variations (i.e.,
delayed braincase
ossification; absence of
fifth sternebrae;
delayed phalanges
ossification)
Harris and Birnbaum
(1989): hiah
confidence
Gavage,
GD 6-15
C57BL/6N mouse,
male and female
No
The adversity and interpretation of
these effects is unclear (see
Section 3.2.3)
Male reproductive effects
The hazard conclusions for PFDA-induced male reproductive effects are driven by moderate
evidence from a single, high confidence study in rats gavaged for 28 days fNTP. 20181. The
available evidence from human studies was indeterminate (see Section 3.2.4); thus, there was no
further consideration of these human studies for POD derivation.
The single, 28-days study in adult male rats examining reproductive effects was considered
low confidence for sperm evaluations based on potential reduced sensitivity due to inadequate
exposure duration. Otherwise, the study would have been considered high confidence for sperm
measures and was considered high confidence for other, related male reproductive endpoints.
Thus, the coherent results across multiple measures, including sperm evaluations, in this well-
conducted study provide support for advancing the study for dose-response modeling. Effects in
male rats included significant decreases in testicular and epididymal sperm counts at doses
>1.25 mg/kg-day fNTP. 20181. Although there are concerns over exposure sensitivity for sperm
evaluations, the alterations in sperm counts are supported by concordant effects for histopathology
and organ weight measures in the testis and epididymis evaluated. The decreases in absolute
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epididymal sperm counts (but not testicular sperm counts) displayed a dose-response gradient and
thus were prioritized for POD derivation (see Table 5-5).
A consistent pattern of mild degenerative changes was detected in the testes and
epididymis of exposed rats at the two highest doses fNTP. 20181. These doses were associated with
moderate body weight decreases (21-38%) but concerns over potential confounding with overt
systemic toxicity were mitigated by mechanistic evidence suggesting that male reproductive effects
are only affected by severe changes in body weight (72%; see Mechanistic studies and
supplemental information in Section 3.2.4). Increased incidence of Leydig cell atrophy was
observed at doses >1.25 mg/kg-day, which is consistent with reductions in spermatogenesis and
serum testosterone levels reported in this same 28-day rat study and with mechanistic evidence
that suggests PFDA targets Leydig cells and disrupts steroidogenesis (see Mechanistic studies and
supplemental information in Section 3.2.4). As such, this endpointwas selected for dose-response
modeling (see Table 5-5). Other corroborative histopathological lesions (germinal epithelium
degeneration, seminiferous tubule spermatid retention, epididymal duct germ cell exfoliation and
hypospermia in the epididymis) were not advanced, as these lesions occurred mostly in the high-
dose group (2.5 mg/kg-day) and had low to medium incidence rates (10-40% compared to 0-10%
for controls). Finally, decreases in absolute testicular and epididymal weights and serum
testosterone levels identified in rats were also advanced for POD derivation. Absolute weights are
the preferred measure for testis and epididymis as these organs appeared to be conserved even
with body weight changes (Creasy and Chapin. 2018: U.S. EPA. 1996b). The changes in organ
weights and testosterone levels demonstrated a dose-response effect and were concordant with
other male reproductive findings occurring at similar doses (>1.25 mg/kg-day) (NTP. 2018).
Table 5-5. Endpoints considered for dose-response modeling and derivation
of points of departure for male reproductive effects in animals
Endpoint
Study
reference and
confidence
Exposure route
and duration
Test strain,
species, and
sex
POD derived?
Notes
Decreased testicular
sperm counts
NTP (2018): low
confidence
Gavage,
28 d
S-D rat, male
No
Effects provide
corroborative evidence of
male reproductive toxicity
but were not dose
dependent.
Decreased absolute
epididymis sperm
counts (cauda)
NTP (2018): low
confidence due
to concern for
potential
insensitivity
Gavage,
28 d
S-D rat, male
Yes
Effects displayed a dose-
response pattern and were
coherent with other male
reproductive findings
Leydig cell atrophy
NTP (2018): hiah
confidence
Gavage,
28 d
S-D rat, male
Yes
Effects were coherent with
other male reproductive
findings and mechanistic
evidence supporting
biological plausibility
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Endpoint
Study
reference and
confidence
Exposure route
and duration
Test strain,
species, and
sex
POD derived?
Notes
Other
histopathological
lesions in the testes
and epididymis
NTP (2018): hiah
confidence
Gavage,
28 d
S-D rat, male
No
Effects provide
corroborative evidence of
male reproductive toxicity
but were less sensitive
compared to other findings
Decreased serum
testosterone levels
NTP (2018): hiah
confidence
Gavage,
28 d
S-D rat, male
Yes
Effects displayed a dose-
response pattern and were
coherent with other male
reproductive system
findings
Decreased absolute
testis weight
NTP (2018): hiah
confidence
Gavage,
28 d
S-D rat, male
Yes
Decreased absolute
epididymis weight
(cauda and whole)
NTP (2018): hiah
confidence
Gavage,
28 d
S-D rat, male
Yes
Female reproductive effects
The available human evidence was judged to be indeterminate and thus these data were not
considered for dose-response analysis (see Section 3.2.5). Only one animal study (NTP. 20181
evaluated female reproductive effects due to PFDA exposure; the study was evaluated as high
confidence for all endpoints examined and provided moderate evidence for female reproductive
toxicity. The NTP f20181 study reported reproductive effects in female rats exposed to PFDA
(doses of 0, 0.156, 0.312, 0.625,1.25, and 2.5 mg/kg-day) via gavage for 28 days (see Table 5-6).
Statistically significant dose-dependent changes were observed for the number of days spent in
estrus and diestrus and for absolute and relative uterus weights; these endpoints were advanced
for POD derivation. Although Bailey etal. (2004) provided guidance on the preferred measure
(relative or absolute) for many organs (e.g., liver), both relative and absolute uterus weight were
carried forward for POD derivation because it is unclear which is the preferred measure for this
organ. Endpoints related to estrous cyclicity were also advanced for POD derivation. Under normal
conditions, the estrus stage is highlighted by sexual receptivity f Goldman etal.. 20071. PFDA was
shown to decrease the number of days spent in estrus in female rats, which could result in
decreased opportunities for mating and ultimately in reductions or delays in fertility. PFDA was
also reported to cause a continuous state of diestrus (NTP. 2018). Per the U.S. EPA's Guidelines for
Reproductive Toxicity Risk Assessment, "Persistent diestrus indicates temporary or permanent
cessation of follicular development and ovulation, and thus at least temporary infertility"; please
refer to Section 3.2.5 for a more detailed discussion. Whereas the study authors also reported
increased testosterone in female rats, this effect was not considered further because its biological
relevance to the development of PFDA-induced female reproductive toxicity is unclear.
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Table 5-6. Endpoints considered for dose-response modeling and derivation
of points of departure for female reproductive effects in animals
Endpoint
Study reference
and confidence
Exposure route
and duration
Test strain,
species, and
sex
POD
derived?
Notes
Decreased estrus time
NTP (2018): hiah
confidence
Gavage, 28 d
S-D rat,
female
Yes
Effect displayed a dose-
response trend and was
coherent with other female
reproductive changes.
Increased diestrus
time
NTP (2018): hiah
confidence
Gavage, 28 d
S-D rat,
female
Yes
Effect displayed a dose-
response trend and was
coherent with other female
reproductive changes.
Decreased absolute
and relative uterus
weight
NTP (2018): hiah
confidence
Gavage, 28 d
S-D rat,
female
Yes
Effect displayed a dose-
response trend and was
coherent with other female
reproductive changes.
Increased
testosterone
NTP (2018): hiah
confidence
Gavage, 28 d
S-D rat,
female
No
The toxicological significance
of this effect in females for the
purposes of this assessment is
unclear.
Estimation or Selection of Points of Departure (PODs) for RfD Derivation
Consistent with EPA's Benchmark Dose Technical Guidance fU.S. EPA. 2012al. the BMD and
95% lower confidence limit on the BMD (BMDL) were estimated using a BMR selected to represent
a minimal, biologically significant level of change. The BMD technical guidance fU.S. EPA. 2012a)
sets up a hierarchy by which BMRs are selected, with the first and preferred approach using a
biological or toxicological basis to define what minimal level of response or change is biologically
significant If that biological or toxicological information is lacking, the BMD technical guidance
recommends alternative BMRs, specifically a BMR of 1 standard deviation (SD) from the control
mean for continuous data or a BMR of 10% extra risk (ER) for dichotomous data (see Appendix D
for more details). In cases when a biological or toxicological basis to define what minimal level of
response or change is biologically significant is lacking, a BMR of less than 1 SD is also considered
when there are concerns about the severity of the effect, or effects occur in a sensitive lifestage. The
BMRs selected for dose-response modeling of PFDA-induced health effects are listed in Table 5-7
along with the rationale for their selection.
Table 5-7. Benchmark response levels selected for BMD modeling of PFDA
health outcomes
Endpoint
BMR
Rationale
Liver effects
Increased serum enzymes in adult
rats (ALT and ALP)
1 standard deviation
No information is readily available that allows for
determining a minimally biologically significant response.
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Endpoint
BMR
Rationale
The BMD Technical Guidance (U.S. EPA, 2012a)
recommends a BMR based on 1 standard deviation (SD) for
continuous endpoints when biological information is not
sufficient to identify an appropriate BMR.
Increased relative liver weight in
adult rats
10% relative deviation
A 10% increase in liver weight is considered a minimally
biologically significant response level in adult animals and
has been used as the BMR for benchmark dose modeling in
prior IRIS assessments.
Immune effects
Decreased antibody
concentrations for diphtheria and
tetanus in children
Zi standard deviation
Diphtheria and tetanus are serious and sometimes fatal
infections. Immunomodulatory effects observed in children
may be broadly indicative of developmental
immunosuppression impacting these children's ability to
protect against a range of immune hazards. In addition,
childhood represents a sensitive lifestage. Given the
potential severity of this outcome, a BMR of both 1 SD and
Zi SD were considered (see additional discussion in
Appendix C.l.l). Ultimately, it was concluded that a BMR of
Zi SD is best supported based on the severity of the
outcome and the sensitive lifestage.
Developmental effects
Decreased birth weight in humans
5% extra risk of exceeding
adversity cutoff (hybrid
approach)
A 5% extra risk is commonly used for dichotomous
developmental endpoints as recommended by Benchmark
Dose Technical Guidance (U.S. EPA, 2012a). For birth
weight, a public health definition of low birth weight exists,
and the hybrid approach was used to estimate the dose at
which the extra risk of falling below that cut-off equaled
5%.
Decreased fetal weight in mice
5% relative deviation
A 5% change was used because the developmental effects
were observed during a sensitive lifestage. A 5% change in
markers of growth/development in gestational studies
(e.g., fetal weight) is considered a minimally biologically
significant response level and has been used as the BMR for
benchmark dose modeling in prior IRIS assessments (U.S.
EPA, 2012b. 2004. 2003).
Male reproductive effects
Increased Leydig cell atrophy in
adult rats
10% extra risk
No information is readily available that allows for
determining a minimally biological significant response. A
10% ER is recommended as the standard BMR for
dichotomous endpoints in the absence of information for a
biologically based BMR (U.S. EPA, 2012a).
Decreased epididymal sperm
counts in adult rats
1 standard deviation
No information is readily available that allows for
determining a minimally biological significant response.
Decreased serum testosterone in
adult rats
The BMD Technical Guidance (U.S. EPA, 2012a)
recommends a BMR based on 1 SD for continuous
endpoints when biological information is not sufficient to
identify an appropriate BMR.
Decreased testicular weight in
adult rats
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Endpoint
BMR
Rationale
Decreased epididymal weight in
adult rats
Female reproductive effects
Decreased estrus time in adult rats
5% relative deviation
Given that the PFDA-induced alterations in estrous cyclicity
are possible indicators of infertility, which is an outcome of
serious concern to the human population, a BMR of 5% RD
is selected for these effects. Further support for the BMR of
5% RD is provided by the large magnitude of these effects.
Specifically, PFDA induced a continuous state of diestrus in
100% of rats at the highest dose tested.
Increased diestrus time in adult
rats
Decreased absolute and relative
uterus weight in adult rats
1 standard deviation
No information is readily available that allows for
determining a minimally biologically significant response.
The BMD Technical Guidance (U.S. EPA, 2012a)
recommends a BMR based on 1 SD for continuous
endpoints when biological information is not sufficient to
identify an appropriate BMR.
Where modeling was feasible, the estimated BMDLs were used as points of departure
(PODS, see Table 5-7). Further details, including the modeling output and graphical results for the
model selected for each endpoint, can be found in Appendix C. Where dose-response modeling was
not feasible, or adequate modeling results were not obtained, NOAEL or LOAEL values were
identified based on biological rationales when possible and used as the POD. NOAELs and LOAELs
were determined based on the dose at which biologically significant changes were identified, which
takes precedence over statistical significance. For example, for relative liver weight, a 10% change
is generally viewed as a biologically significant level of change, taking into consideration the study-
specific variability. If no biological rationale for selecting the NOAEL/LOAEL is available, statistical
significance was used as the basis for selection. The PODs (based on BMD modeling or
NOAEL/LOAEL selection) for the endpoints advanced for dose-response analysis are presented in
Table 5-7.
Application of data-derived extrapolation factors for animal-human extrapolation ofPFDA
toxicological endpoints and dosimetric interpretation of epidemiological endpoints
Table 5-8 displays the POD and estimated HED PODs for liver, immune, developmental, and
male and female reproductive endpoints from animal and/or human studies selected for the
derivation of candidate values. Given that the available studies tested the free acid form of PFDA,
normalization from a salt to the free acid using a molecular weight conversion was not performed,
but formulas for providing such conversions are included in later tables.
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Table 5-8. PODs considered for the derivation of PFDA candidate values
Endpoint
Study/
Confidence
Strain/
Species/Sex
POD
type/model
POD (mg/kg-
day)
POD internal
concentration3
(mg/L)
PODhed"
(mg/kg-day)
Liver effects
Increased AST
28-d study (NTP,
2018); hiah
SD rat, male
BMDLisd,
Hill CV
0.123
-
1.16 x 10"3
confidence
SD rat, female
NOAELc
(1% increase)
0.625
-
4.00 x 10"3
Increased ALP
SD rat, male
NOAELd
(9% increase)
0.156
-
1.47 x 10"3
SD rat, female
NOAELc
(14% increase)
0.156
-
1.00 x 10"3
Increased relative
liver weight
SD rat, male
BMDLiord,
Hill CV
0.170
-
1.60 x 10"3
SD rat, female
BMDLiord,
Hill CV
0.112
-
7.17 x 10"4
28-day study
(Frawlev et al.,
2018); high
confidence
SD rat, female
(histopathology
study cohort)
BMDLiord,
Exp2 CV
0.222
1.42 x 10"3
SD rat, female
(MPS study
cohort)
BMDLiord,
Linear CV
0.187
1.20 x 10"3
SD rat, female
(TDAR study
cohort)
NOAELc
(2% increase)
0.125
8.00 x 10"4
Immune effects (developmental)
Decreased serum
anti-tetanus
antibody
concentrations in
children at age 7
yrs and PFDA
measured at age 5
yrs
Budtz-
J0rgensen and
Grandiean
(2018a):
Grandiean et
al. (2012):
medium
confidence
Human, male and
female
BMDLi/2sd
Linear
4.11 x 10"4
1.07 x 10"s
Decreased serum
anti-diphtheria
antibody
concentrations at
age 7 yrs and
PFDA
concentrations at
age 5 yrs
Grandiean et
al. (2012):
Budtz-
J0rgensen and
Grandiean
(2018a):
medium
confidence
Human, male and
female
BMDLi/2sd
Linear
4.07 x 10"4
1.06 x 10"s
Decreased serum
anti-tetanus
antibody
Grandiean et
al. (2012):
Human, male and
female
BMDLi/2sd
Linear
7.02 x 10"4
1.83 x 10"s
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Endpoint
Study/
Confidence
Strain/
Species/Sex
POD
type/model
POD (mg/kg-
day)
POD internal
concentration3
(mg/L)
PODhed"
(mg/kg-day)
concentrations at
age 5 yrs and
perinatal
(pregnancy week
32-2 wks
postpartum) PFDA
concentrations
Budtz-
J0rgensen and
Grandiean
(2018a):
medium
confidence
Decreased serum
anti-diphtheria
antibody
concentrations at
age 5 yrs and
perinatal
(pregnancy week
32-2 wks
postpartum) PFDA
concentrations
Grandiean et
al. (2012):
Budtz-
J0rgensen and
Grandiean
(2018a):
medium
confidence
Human, male and
female
BMDLi/2sd
Linear
2.57 x 10"4
6.68 x 10"9
Developmental effects
Valvi et al.
(2017): hiah
confidence'
Human, male and
female
BMDL5RD,
Hybrid
2.8 x 10"4
7.3 x 10"9
Valvi et al.
(2017): hiah
confidence'
Human, male
BMDL5RD,
Hybrid
2.2 x 10"4
5.7 x 10"9
Decreased birth
Valvi et al.
(2017): hiah
confidence'
Human, female
BMDL5RD,
Hybrid
2.4 x 10"4
6.2 x 10"9
weight
(Wikstrom et
al., 2020): hiah
confidence5
Human, male and
femaleh
BMDL5RD,
Hybrid
3.7 x 10"4
9.6 x 10"9
(Wikstrom et
al., 2020): hiah
confidence®
Human, male
BMDL5RD,
Hybrid
3.3 x 10"4
8.6 x 10"9
(Wikstrom et
al., 2020): hiah
confidence®
Human, female
BMDL5RD,
Hybrid
3.1 x 10"4
8.1 x 10"9
Decreased fetal
body weight
Developmental
study (GD 6-15)
(Harris and
Birnbaum,
1989): medium
confidence
C57BL/6N mouse,
male and female
NOAEL
(4% decrease)
1
1.18 x 10"2
Male reproductive effects
Decreased cauda
epididymis sperm
count
28-d study (NTP,
2018); low
confidence
SD rat, male
BMDLisd, Exp3
CV
0.963
9.07 x 10"3
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Endpoint
Study/
Confidence
Strain/
Species/Sex
POD
type/model
POD (mg/kg-
day)
POD internal
concentration3
(mg/L)
PODhed"
(mg/kg-day)
Increased Leydig
cell atrophy
28-day study
(NTP, 2018);
high confidence
NOAELd
(0% change)
0.625
""
5.89 x 10"3
Decreased serum
testosterone
NOAELd
(25% decrease)
0.625
""
5.89 x 10"3
Decreased
absolute testis
weight
BMDLisd,
Linear CV
1.074
1.01 x 10"2
Decreased
absolute cauda
epididymis weight
BMDLisd,
Linear CV
0.582
5.48 x 10"3
Decreased
absolute whole
epididymis weight
BMDLisd,
Linear NCV
0.546
5.14 x 10"3
Female reproductive effects
Decreased
number of days
spent in estrus
28-d study (NTP,
2018); high
confidence
BMDLsrd,
Linear CV
0.128
1.77 x 10"3
Increased number
of days spent in
diestrus
SD rat, female
BMDL5Rd, Exp2
CV
0.200
2.76 x 10"3
Decreased relative
uterus weight
NOAELc
(12% increase)
0.625
""
8.63 x 10"3
Decreased
absolute uterus
weight
NOAELc
(12% increase)
0.625
8.63 x 10"3
a Blood concentration PODs determined from human epidemiological analyses.
b For PODs based on animal toxicity studies, PODHED = POD x DDEF, where the DDEF is taken from Table 3-4 based
on the species, sex and endpoint being extrapolated. For POD internal concentrations (PODint; i.e., PODs from
human epidemiological studies), PODHED = POD x CLH, with CLH = 2.6 x 10-5 L/kg-d. For details, see Approach for
pharmacokinetic modeling of PFDA in rats and humans.
cNo models provided adequate fit; therefore, a NOAEL approach was selected.
dAfter visual inspection, data were not considered amenable for BMD modeling due to obvious non-monotonicity
in the dose-response; therefore, a NOAEL approach was used instead.
eHighest dose group was dropped to allow for adequate model fit.
'Trimester 3 maternal biomarker samples.
g96% of samples during the first trimester and the remaining during the early weeks of the second trimester;
sensitivity analyses showed no differences when trimester 2 samples excluded.
hSex-specific results were available for both males and females separately; these were consistent in magnitude
with the overall result.
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Derivation of Candidate Lifetime Toxicity Values for the RfD
Under EPA's A Review of the Reference Dose and Reference Concentration Processes fU.S. EPA.
20021 and Methods for Derivation of Inhalation Reference Concentrations and Application of
Inhalation Dosimetry fU.S. EPA. 19941. five possible areas of uncertainty and variability were
considered in deriving the candidate values for PFDA. The identified potential areas of
susceptibility to PFDA exposure-induced health effects, including in children and possibly in
women of reproductive age (see Section 4.3), can help inform UF value selection and, subsequently,
confidence in toxicity values. An explanation of these five possible areas of uncertainty and
variability and the values assigned to each as a designated UF to be applied to the candidate PODhed
values are listed In Table 5-9 below. For liver and male and female reproductive effects,
quantitative information is limited to studies in which animals were exposed for <28 days. For each
of these identified hazards, very little information is available to assess the extent to which the
specific changes caused by PFDA exposure for 28 days might be expected to worsen with PFDA
exposure for a lifetime. Separately, human equivalent PODs for these endpoints were much less
sensitive (several orders of magnitude) than the PODs for developmental and immune effects from
the epidemiology studies (see Table 5-9). As such, for liver, male reproductive, and female
reproductive effects, derivation of candidate lifetime values was not attempted given the high
degree of uncertainty associated with using PODs from a 28-day rodent study to protect against
effects observed in a chronic setting. However, these endpoints were considered for the derivation
of the subchronic RfD (see Section 5.2.2).
Developmental effects observed in mice from the Harris and Birnbaum (19891 study, albeit
observed after exposure during a sensitive lifestage, were not considered for derivation of a
candidate lifetime value. Specifically, given the availability of PODs for developmental effects from
high confidence human studies that were observed to be more sensitive than the POD from the
rodent study (by 6-7 orders of magnitude; see Table 5-10), the available human data were given
preference. It is important to note that the (Valvi etal.. 20171 study was not considered for the
derivation of candidate toxicity values for developmental effects given the limitations described
above. However, the PODs determined from the (Valvi et al.. 20171studv are informative for the
PODs and resulting RfDs for developmental effects based on birth weight data from the (Wikstrom
etal.. 20201 study.
Table 5-9. Uncertainty factors for the development of the candidate lifetime
toxicity values for PFDA
UF
Value
Justification
UFa
1
A UFaof 1 is applied to developmental and immunological effects observed in humans.
UFh
10
A UFh of 10 is applied for interindividual variability in humans in the absence of
quantitative information on potential differences in pharmacokinetics and
pharmacodynamics relating to PFDA exposure in humans.
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UF
Value
Justification
UFS
1
A UFs of 1 is applied to developmental delays (i.e., decreased birth body weight)
fWikstrom et al. (2020): and reduced antibody responses in children Grandjean et al.
(2012): Budtz-J0rgensen and Grandiean (2018a). The developmental period is
recognized as a susceptible lifestage when exposure during a time window of development
is more relevant than lifetime exposure in adulthood (U.S. EPA, 1991). Additional
considerations for the UFS for immune effects are discussed below.
UFl
1
A UFl of 1 is applied for LOAEL-to-NOAEL extrapolation when the POD is a BMDL or a
NOAEL. BMDLs were available for both the developmental and immune effects in the
epidemiology studies advanced for candidate value derivation.
UFd
3
A UFd of 3 is applied to account for deficiencies and uncertainties in the database.
Although limited, the evidence base in laboratory animals consists of high/medium
confidence short-term studies in rodents and a high confidence developmental study in
mice. The database for PFDA also includes several high/medium confidence
epidemiological studies most informative for immune and developmental effects, which
are sensitive effects of PFDA exposure. However, uncertainties remain regarding the lack
of studies examining effects with long-term exposure in adults—including in women of
reproductive age (which may have increased susceptibility), studies of potential multi-
generational effects, and studies of postnatal development, neurotoxicity, and thyroid
toxicity after PFDA exposure during development. In all, the data are too sparse to
conclude with certainty that the quantified developmental effects are likely to be the most
sensitive; thus, a UFD of 1 was not selected. However, a UFD of 10 was also not selected
give the availability of data from well-conducted studies on a range of health outcomes in
multiple species, including sensitive evaluations of developmental and immune endpoints
in humans. See discussion below for additional details.
UFC
See Table 5-10
Composite Uncertainty Factor = UFA x UFH x UFS x UFL x UFD
As described in EPA's A Review of the Reference Dose and Reference Concentration Processes
(U.S. EPA. 20021 the interspecies uncertainty factor (UFa) is applied to account for extrapolation of
animal data to humans, and accounts for uncertainty regarding the pharmacokinetic and
pharmacodynamic differences across species. The datasets considered for derivation of candidate
lifetime values were from human studies, so a UFa = 1 was applied to all PODs after the application
of dosimetric approaches for estimation of HEDs as described above.
For immune effects, both a duration extrapolation uncertainty factor (UFs) = 3 and a value
of UFs = 1 were considered to account for extrapolation from less than chronic data, ultimately
selecting a UFs = 1. A UFs=10 was not considered as the developmental period is recognized as a
susceptible lifestage for these types of effects and therefore exposure during this time window can
be considered more relevant than exposure in adulthood (U.S. EPA. 19911. The reduced antibody
responses were measured in children 5-7 years of age. The HED calculations used for these
immune effects assume chronic exposure, so an RfD based on them will assure that serum PFDA
levels remain below the POD irrespective of exposure duration. Also, development is recognized as
a sensitive period for effects on immune system responses. According to the WHO/IPCS
Immunotoxicity Guidance for Risk Assessment, developmental immunotoxicity encompasses the
prenatal, neonatal, juvenile and adolescent lifestages and should be viewed differently from the
immune system of adults from a risk assessment perspective (IPCS. 20121. Special considerations
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for developmental immunotoxicity include increased dose sensitivity, potential for effects to
become permanent even after cessation of exposure, broader spectrum of adverse effects and
"rewiring of the immune system" flPCS. 20121. which indicates a greater health risk for early-life
exposures to immunotoxicants compared to adults. Given PFDA's long half-life and the expectation
that the children and their mothers have been exposed to elevated levels of PFDA for many years,
the observed effects on immune response are considered to be the result of a cumulative, prolonged
exposure to the subjects from conception until the age when the response was evaluated. Further,
the consequences of perturbed immune system function (in this case, suppressed antibody
responses leading potentially to increased disease) during development are expected to be
generally more severe and longer lasting than those that manifest in healthy adults. Taken
together, the observed immune effects in children considered to be the result of prolonged
exposure to PFDA and the enhanced susceptibility of the developmental immune system to
chemical pollutants, attenuate concerns of potentially increased sensitivity with longer-term
exposures. As such, a UFs =1 rather than a UFs = 3 was applied for immune effects in children.
Uncertainties regarding possible more sensitive latent effects of these impacts on the immune
system during early-life exposures leading to unpredictable outcomes later in life, for example in
other susceptible lifestages of reduced immunocompetence such as pregnancy and most notably
old age, are addressed as part of the justification for selecting a database uncertainty factor (UFd) >
1, as discussed below.
For PFDA, both a UFd = 10 and a UFd = 3 were considered due to the limited database
(e.g., the lack of a two-generation developmental/reproductive toxicity study) and a UFd = 3
ultimately was applied. Typically, the specific study types lacking in a chemical's database that
influence the value of the UFd to the greatest degree are developmental toxicity and
multigenerational reproductive toxicity studies. The PFDA database does include a medium
confidence fHarris and Birnbaum. 19891 developmental toxicity study in mice. Despite its quality,
however, that study fails to cover potential transgenerational impacts of longer-term exposures
evaluated in a two-generation study. The 1994 Reference Concentration Guidance (U.S. EPA. 19941
and 2002 Reference Dose Report (U.S. EPA. 20021: (U.S. EPA. 20021 support applying a UFd in
situations when such a study is missing. The 2002 Reference Dose Report (U.S. EPA. 20021: (U.S.
EPA. 20021 states that "[i]f the RfD/RfC is based on animal data, a factor of 3 is often applied if
either a prenatal toxicity study or a two-generation reproductive study is missing." Consideration
of the PFDA, PFBA (a short-chain perfluoroalkyl carboxylic acid),1617 PFBS (a short-chain
16The systematic review protocol for PFDA (see Appendix A) defines perfluoroalkyl carboxylic acids with
seven or more perfluorinated carbon groups and perfluoralkane sulfonic acids with six or more
perfluorinated carbon groups as 'long-chain" PFAS. Thus, PFHxA and PFBA are considered short-chain PFAS,
whereas PFHxS is considered a long-chain PFAS.
17IRIS Toxicological Review of Perfluorobutanoic Acid (PFBA, CASRN 375-22-4) and Related Salts (U.S. EPA.
20221.
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perfluoroalkane sulfonic acid with a 4-carbon backbone),18 PFHxA (a short-chain perfluoroalkyl
carboxylic acid), and PFHxS (a long-chain perfluoroalkane sulfonic acid)19 databases together,
however, diminish the concern that the availability of a multigenerational reproductive study
would result in reference values far below those currently derived for PFDA. Although limited in
their ability to assess reproductive health or function, measures of possible reproductive toxicity
occurred at doses equal to or higher than those that resulted in effects in other organ systems
(e.g., thyroid, liver) when measured after exposure to PFDA for 28 days (NTP. 2019). Similar
results were observed for the animal databases for PFOA and PFOS indicating reproductive effects
were not uniquely sensitive markers of toxicity for these long-chain PFAS fATSDR. 2018b). Further,
no notable male or female reproductive effects were observed in epidemiological or toxicological
studies investigating exposure to PFHxS fMDH. 20191. Therefore, considering the limited chemical-
specific information alongside information gleaned from structurally related compounds, the lack
of a multigenerational reproductive study is not considered a major concern relative to UFd
selection for PFDA.
The lone animal developmental study (Harris and Birnbaum. 1989) for PFDA also did not
evaluate postnatal developmental effects. Effects on postnatal development (e.g., delayed eye
opening; reduced postnatal growth) have been observed in rodents exposed to other long-chain
PFAS such as PFOA fATSDR. 2018bl. Overall, the available information on potential PFDA-induced
postnatal developmental effects is sparse, introducing uncertainty as to whether more sensitive
developmental effects of PFDA might occur and may be of concern relative to UFd selection.
Another gap in the PFDA database is the lack of measures of thyroid toxicity in gestationally
exposed offspring or after longer-than-28-day PFDA exposures, and the lack of a developmental
neurotoxicity study. Thyroid hormones are critical in myriad physiological processes and must be
maintained at sufficient levels during times of brain development in utero and after birth. Although
no PFDA-specific data on thyroid hormone levels following gestational exposure are available,
effects on thyroid hormone homeostasis were observed in a study in adult rats exposed to PFDA for
28 days (NTP. 2018). and disrupted thyroid signaling has been shown to be a consequence of
exposure to other PFAS (U.S. EPA. 2021b). Therefore, anticipating that potentially sensitive effects
due to PFDA exposure also could have been observed had thyroid hormone levels been measured in
the Harris and Birnbaum (1989) developmental study, or in longer-term studies, is reasonable.
Thus, the lack of data for PFDA-induced effects on thyroid levels in developing animals or with
prolonged exposure or data on potential thyroid dependent neurodevelopmental effects is a source
of uncertainty.
18 Human health toxicity values for perfluorobutane sulfonic acid (CASRN 375-73-5) and related compound
potassium perfluorobutane sulfonate (CASRN 29420-49-3"lfU.S. EPA. 2021b"!
19 Health Based Guidance for Water: Toxicological Summary for: Perfluorohexane sulfonate (PFHxS), MDH
(2019)
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Lastly, the potential for sensitive effects following long-term exposure durations represents
an area of uncertainty for the PFDA database. While the potential for more sensitive effects is
mitigated mostly by the availability of very sensitive PODs (compared to other PODs) for
developmental effects from human studies, there are no comprehensive subchronic and chronic
animal studies available for PFDA. The longest exposure study treated mice for 30-49 days via
drinking water but tested only one high-PFDA dose (6.6 mg/kg-day) and evaluated limited
endpoints (body weight and survival) (Wangetal.. 20201. No chemical-specific information is
available to judge the degree to which the existing endpoints in the PFDA Toxicological Review
would be more sensitive with extended durations. Given that the PODs used to derive candidate
values were from studies of developmental exposure, this uncertainty cannot be fully addressed
through the application of a UFs. Specifically, for immune effects, there is a lack of epidemiological
studies or studies in animals examining the effects of PFDA exposures that encompass later
developmental periods (e.g., late childhood and adolescence) or other potentially susceptible
lifestages such as pregnancy and old age. In addition, the available studies include limited or no
evaluation of immunotoxicity categories other than immunosuppression, namely sensitization and
allergic response, and autoimmunity and autoimmune disease.
Given the residual concerns for potentially more sensitive effects outlined above, a database
uncertainty factor is considered necessary. Specifically, a value of 3 was selected for the UFd to
account for the uncertainty surrounding the lack of an evaluation of postnatal or multigenerational
effects in animals, specific investigations of potential effects on thyroid function after
developmental exposure or neurodevelopmental effects, and comprehensive long-term studies in
multiple species.
The uncertainty factors described in Table 5-9 and the text above were applied and the
resulting candidate values are shown in Table 5-10. The candidate values are derived by dividing
the PODhed by the composite uncertainty factor as shown below.
Candidate values for PFDA= PODhed^-UFc
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Table 5-10. Candidate values for PFDA
Endpoint
Study/
Confidence
Strain/
Species/
Sex
PODhed
(mg/kg-d)
UFa
UFh
UFs
UFl
UFd
UFC
Candidate
value
(mg/kg-d)a
Immune effects (developmental)
Decreased serum
anti-tetanus antibody
concentration in
children at age 7 yrs
and PFDA measured
at age 5 yrs
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
1.07 x 10"s
1
10
1
1
3
30
4 x 10"10
Decreased serum
anti-diphtheria
antibody levels at age
7 yrs and PFDA
concentrations at age
5 yrs
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
1.06 x 10"s
1
10
1
1
3
30
4 x 10"10
Decreased serum
anti-tetanus antibody
levels at age 5 years
and perinatal
(pregnancy week 32-
2 wks postpartum)
PFDA concentrations
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
1.83 x 10"s
1
10
1
1
3
30
6 x 10"10
Decreased serum
anti-diphtheria
antibody levels at age
5 yrs and perinatal
(pregnancy week 32-
2 wks postpartum)
PFDA concentrations
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
6.68 x 10"9
1
10
1
1
3
30
2 x 10"10
Developmental effects
Decreased birth
weight
(Wikstrom et al.,
2020) high
confidence
Human,
male and
female
9.6 x 10"9
1
10
1
1
3
30
3 x 10"10
(Wikstrom et al.,
2020) high
confidence
Human,
male
8.6 x 10"9
1
10
1
1
3
30
3 x 10"10
(Wikstrom et al.,
2020) high
confidence
Human,
female
8.1 x 10"9
1
10
1
1
3
30
3 x 10"10
aThe candidate values for different salts of PFDA would be calculated by multiplying the candidate value for the
free acid of PFDA by the ratio of molecular weights. For example, for the ammonium salt the ratio would be:
mw ammonium salt _ 531 _ ^ Q33 same method of conversion can be applied to other salts of PFDA, such as
Jl/fT \7 fvnn rt ^ IS-} C1 A 11 '
the potassium or sodium salts, using the corresponding molecular weights.
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5.2.2. Selection of Lifetime Toxicity Value(s)
Selection of organ/system-specific oral reference doses (osRfDs)
From among the candidate values presented in Table 5-10, organ/system-specific RfDs
(osRfDs) are selected for the individual organ systems identified as hazards in Section 3. The osRfD
values selected were associated with decreased serum antibody concentrations in children for
immune effects and decreased birth weight for developmental effects. The confidence decisions
about the studies, evidence base, quantification of the POD, and overall osRfD are fully described in
Table 5-11, along with the rationales for selecting those confidence levels. In deciding overall
confidence, confidence in the evidence base is prioritized over the other confidence decisions. The
overall confidence in the osRfD for immune effects is medium, and the confidence in the osRfD for
developmental effects is medium-low. Selection of the overall RfD is described in the following
section.
Table 5-11. Confidence in the organ/system-specific (osRfDs) for PFDA
Confidence
categories
Designation
Discussion
Immune (developmental) osRfD = 4 x io~10 mg/kg-d
Confidence in
study3 used to
derive osRfD
High
Confidence in Grandiean et al. (2012): Budtz-J0rgensen and Grandiean (2018a) was
rated as medium primarily due to relatively limited PFDA exposure contrasts, which can
decrease study sensitivity in general. (HAWC link). Given that the results in this study were
statistically significant, EPA concluded that while there were potential study sensitivity
concerns at the evaluation stage, the results clearly showed that those concerns were not
borne out, and confidence in this study to derive an osRfD was judged to be high.
Confidence in
evidence base
supporting this
hazard
Medium
Confidence in the evidence base for immune effects is medium based on consistent findings of
reduced antibody responses from two medium confidence birth cohort studies (Grandiean et
al., 2012): (Grandiean et al., 2017a): (Grandiean et al., 2017b) and a low confidence study
in adults (Kielsen et al., 2016). Short-term studies in animals of high/medium confidence
provide supportive evidence of immunosuppression after PFDA exposure (Frawlev et al.,
2018): (NTP, 2018). Some residual uncertainties regarding unexplained inconsistency and
potential confounding by other co-occurring PFAS from epidemiological studies and issues with
concomitant overt target organ and systemic toxicity in animal studies lower confidence in the
available evidence for this hazard. Other limitations include the lack of epidemiological studies
or long-term/chronic studies in animals examining effects on the immune system across
different developmental life stages and immunotoxicity categories, including sensitization and
allergic response and autoimmunity and autoimmune disease.
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Confidence
categories
Designation
Discussion
Confidence in
quantification of
the PODhed
Medium
Confidence in the quantification of the POD and osRfD is medium. The POD is based on BMD
modeling at the lower end of the range of the observed data and a BMDLi/2sd estimate that is
associated with a small degree of uncertainty due to potential confounding by PFOA (see
Appendix D.l.l for more details). The POD for decreased tetanus antibodies at age 7 yrs was
judged to be medium confidence based on a good model fit and was supported by the nearly
identical POD for decreased diphtheria antibodies at age 7 yrs. Both PODs support the osRfD.
An estimate for human clearance was applied to estimate the PODhed using PFDA-specific
pharmacokinetic information, the latter of which involves some residual uncertainty (see
discussion on Uncertainty in the pharmacokinetic modeling of PFDA above). There is also
uncertainty as to the most sensitive window of vulnerability with respect to the
exposure/outcome measurement timing (BMDs/BMDLs were estimated from PFDA levels
measured at age 5 or perinatally and anti-tetanus antibody concentrations measured at age 7
or 5): (Grandiean et al., 2017b) reported that estimated PFDA "concentrations at 3 mo and 6
mo showed the strongest inverse associations with antibody concentrations at age 5 yrs,
particularly for tetanus." Thus, it is possible that adverse effects during infancy could be more
sensitive than between ages 5 and 7 yrs.
Overall
confidence in
osRfD
Medium
The overall confidence in the osRfD is medium and is driven by medium confidence in the
evidence base for immune effects, the quantification of the POD, and the study used for BMD
modeling.
Developmental osRfD = 3 x 10~10 mg/kg-d
Confidence in
study3 used to
derive osRfD
Medium
Confidence in the Wikstrom et al. (2020) study for hazard identification was rated as hiah
(HAWC link) for developmental effects. The study was selected for dose-response analysis due
to low overall risk of bias and reliable exposure measurements which had sufficient exposure
contrasts and other characteristics that allowed for adequate study sensitivity to detect
associations. The Wikstrom et al. (2020) study demonstrated associations consistent in
magnitude for boys, girls, and the overall population. Overall, mean birth weight was
considered the most precise and accurate endpoint and not anticipated to be subject to much
error. This study was advanced for dose-response analysis, given no presumed impact of
pregnancy hemodynamics given the early sampling (96% from trimester 1). Wikstrom et al.
(2020) also adjusted for sample timing in their multivariate models and show no differences in
models also restricted to trimester 1 samples only. Some uncertainty remains on the potential
for confounding by other PFAS (concern primarily for PFNA) which were not examined in this
study. Given the potential quantitative impact of this uncertainty, confidence in the use of this
study for dose-response analysis was judged as medium rather than high.
Confidence in
evidence base
supporting this
hazard
Medium-low
Confidence in the evidence base for developmental effects is medium. There was consistent
evidence for reduced birth weight among multiple human studies, including high quality
studies. However, unlike the Wikstrom et al. (2020) study used here and noted above, some
uncertainty remains in many studies given the predominance of associations that were
detected for studies with later pregnancy sampling. The human database also showed some
coherence across different measures of fetal growth restriction. In animals, the lone
developmental study reported effects on fetal growth that are coherent with effects observed
in humans. Some residual uncertainty regarding potential confounding by other co-occurring
PFAS from epidemiological studies lowers confidence in the available evidence for this hazard.
Confidence in
quantification of
the PODHED
Medium
Confidence in the quantification of the POD and osRfD is medium given the POD was based on
a BMD hybrid approach within the range of the observed data and dosimetric adjustment was
based on PFDA-specific pharmacokinetic information, the latter of which involves some
residual uncertainty (see discussion on Uncertainty in the pharmacokinetic modeling of PFDA
above).
Overall
confidence in
osRfD
Medium-low
The overall confidence in the osRfD is medium-low and is driven by medium-low confidence in
the evidence base for developmental effects (i.e., fetal growth restriction).
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aAII study evaluation details can be found on HAWC.
Selection of overall oral reference dose (RfD) and confidence statement
Organ/system-specific and overall RfD values for PFDA selected in the previous section are
summarized in Table 5-12.
Table 5-12. Organ/System-specific and overall lifetime RfDs for PFDA
System
Toxicity Value
Basis
PODhed
(mg/kg-d)
UFC
osRfD or RfD
(mg/kg-d)
Confidence
Immune
(developmental)
osRfD
Decreased
antibody
concentrations
for both tetanus
and diphtheria in
children at age 7
yrs and PFDA
measured at age
5 yrs
1.07 x 10-S based
on BMDLy2sDfrom
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a)
30
4 x 10"10
Medium
Developmental
osRfD
Decreased birth
weight in males
and females
9.6 x 10"9 based
on BMDI_5%rd
from (Wikstrom
etal., 2020)
30
3 x 10"10
Medium-low
Immune
/developmental
Overall lifetime
RfD
Decreased
antibody
concentrations
for both tetanus
and diphtheria in
children at age 7
yrs and PFDA
measured at age
5 yrs
Decreased birth
weight in males
and females
1.07 x 10_s based
on BMDLy2sDfrom
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a)
9.6 x 10"9 based
on BMDI_5%rd
from (Wikstrom
etal., 2020)
30
4 x 10"10
Medium
From the identified human health effects of PFDA and derived osRfDs for immune and
developmental effects (see Table 5-12), an overall RfD of 4 x 10~w mg/kg-day based on decreased
serum antibody concentrations and decreased birth weight in humans was selected. As
described in Table 5-12, confidence in the RfD is medium, based on medium confidence in the
immune osRfD (the developmental osRfD was medium-low confidence), noting that there was
medium confidence in the quantification of the PODs for both immune (Budtz-l0rgensen and
Grandiean. 2018al: f Grandiean etal.. 20121 and developmental fWikstrom etal.. 20201 endpoints
using BMD modeling. This RfD is considered to be representative of both immune and
developmental effects given the close proximity (~1.5-fold) of the developmental and immune
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PODs and resulting osRfDs and that both critical effects are observed during the developmental
period. There is a slight difference in the immune and developmental osRfDs due to numerical
rounding in the RfD calculation (immune osRfD = 1.07 x 10_8/30 = 3.6 x 10"10= 4 x 10"10;
developmental osRfD = 9.6 x 10_9/30 = 3.2 x 10"10 = 3 x 10-10). Although the value associated with
the immune osRfD is slightly higher than the developmental osRfD, this value is chosen as the
representative overall RfD given that it is higher confidence (medium vs medium-low for the
developmental osRfD) and is considered appropriate given the definition of the RfD being a value
with uncertainty of up to an order of magnitude. Selection of this overall RfD is presumed to be
protective of all other potential health effects in humans, based on the currently available evidence.
Finally, the immune osRfD and developmental osRfD are based on effects observed in males and
females indicating that the overall RfD would be protective for both sexes.
Overall, the immune and developmental endpoints from epidemiological studies of PFDA
were preferentially advanced for the derivation of candidate lifetime values. For immune effects,
osRfDs were derived for decreased serum antibody levels (for both diphtheria and tetanus) in
children (male and female) at different timing of exposure and outcome measurement
combinations, specifically antibody levels at age 7 and PFDA concentrations at age 5, and antibody
levels at age 5 and perinatal PFDA concentrations fBudtz-largensen and Grandiean. 2018al (see
Table 5-8). The toxicity value (osRfD) for immune effects of 4 x 10"10 mg/kg-day was based on
deleterious effects observed in children showing decreased antibody concentrations for both
tetanus and diphtheria at age 7 years related to serum PFDA concentrations measured at age 5
years. The PODs for decreased tetanus and diphtheria antibody concentrations were nearly
identical (BMDLi/2sd[hed] of 1.07 x 10 8 mg/kg-day for tetanus and 1.06 mg/kg-day for diphtheria)
and were close to the PODs for other outcome-exposure combinations (see Table 5-10), which
further supports the selected osRfD. Although both tetanus and diphtheria are rare in the U.S., the
findings that PFDA exposure reduced antibody responses may be broadly indicative of
developmental immunosuppression impacting overall immune function in these children. The
lowest serum PFDA concentration measured at age 5 years was 0.05 ng/mL and the 10th% was 0.2
ng/mL (Grandiean and Bateson. 2021) so the estimated BMDy2sD (0.411 ng/mL) for this endpoint in
the single PFAS model is well within the observed range. No information was available to judge the
fit of the model in the range of the BMDLs (see Appendix C.l.l for more details).
For developmental effects, given that the candidate toxicity values are identical (see Table
5-10), the osRfD of 3 x 10"10 mg/kg-day (BMDL5RD[HED] of 9.6 x 10 9 mg/kg-day) based on
reduced birth weight in males and females from the Wikstrom etal. f20201 study was selected.
Although this osRfD is not based on the lowest POD for reduced birth weight from the (Wikstrom et
al.. 2020) study, it is more representative of the general human population (males and females
combined) than the comparisons in males or females only. There is some uncertainty with PODs
considered from the Valvi etal. f20171 study because it is not based on early sampling and may be
prone to bias from pregnancy hemodynamics to some unknown degree. As discussed in Appendix F,
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there is only one developmental study (Gvllenhammar etal.. 20181 for PFDA that collected and was
able to analyze maternal hemodynamics data such as GFR and/or albumin. This study did not
report any evidence of confounding following statistical adjustment of different GFR measures for
any of the PFAS examined, which is consistent with no demonstrated confounding by either GRR
fManzano-Salgado etal.. 20171: fWhitworth etal.. 20121 or albumin fSagiv etal.. 20181 for other
PFAS examined in other studies. However, existing meta-analyses for both PFOA fSteenland etal..
20181 and PFOS (Dzierlenga etal.. 20201 only detected birth weight deficits for later trimester
sampling (e.g., beyond trimester 1). A similar detailed analysis was precluded for PFDA given that
there are only two studies that examined any first trimester measures. Overall, there was limited
evidence of any patterns of larger birth weight associations with sample timing for PFDA, but
possible associations could not be evaluated further given limited available data as well as
disparate exposure measures, distributions, and contrasts being examined. In contrast, the
Wikstrom etal. (20201 study was prioritized for RfD derivation as it was a high confidence study
that sampled maternal plasma in the first and second trimester thereby reducing uncertainty
relating to pregnancy hemodynamics. Further confidence in the osRfD derived from the (Wikstrom
etal.. 20201 study is provided by the fact that the PODs from the (Wikstrom etal.. 20201 and (Valvi
etal.. 20171 studies are relatively close (see Table 5-8 above). While not presented in this
Toxicological Review, additional birth weight studies were BMD modeled to provide a sensitivity
analysis for the comparison of birth weight effects; please see Table C-8 of the Supplemental
Appendices. These studies are either medium confidence and/or have later trimester sampling and
thus not considered in the dose-response analysis. The PODs from these birth weight studies are
relatively close (varying by ~3-fold), providing further confidence in using the POD from the
(Wikstrom etal.. 20201 study for RfD derivation. In addition to the quantitative implications, the
close proximity of the BMDLs from a multitude of birth weight studies increases the confidence in
deriving osRfDs despite slight evidence of developmental effects in humans.
5.2.3. Subchronic Toxicity Values for Oral Exposure (Subchronic Oral Reference Dose [RfD])
Derivation
In addition to providing an RfD for lifetime exposure in health systems, this document also
provides an RfD for less-than-lifetime ("subchronic") exposures. Datasets considered for the
subchronic RfD were based on endpoints advanced for RfD derivation in Table 5-8. Given thatthe
developmental and immune effects were observed in humans exposed to PFDA during susceptible
lifestages (postnatal growth/development and immune system effects in children at ages 5-7),
these endpoints were also considered for the derivation of candidate subchronic values, applying
identical uncertainty factors to those used for the lifetime candidates values (see Table 5-14 below).
Similar to the derivation of the lifetime RfD, the developmental effects observed in mice
from the Harris and Birnbaum f!9891 study were not advanced for the derivation of candidate
subchronic values. The developmental PODs from human studies are 6-7 orders of magnitude more
sensitive than the POD from the rodent study (see Table 5-9), and were, therefore, prioritized. In
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1 addition, endpoints for hepatic, male reproductive toxicity, and female reproductive toxicity
2 observed in the 28-day rodent study fNTP. 20181 were considered for the derivation of subchronic
3 toxicity values. As compared to the large uncertainty in extrapolating the available 28-day studies
4 to lifetime PFDA exposure in the context of the RfD, it was considered reasonable to try to
5 extrapolate the 28-day study data for the purposes of deriving subchronic candidate values.
6 The use of animal data for hepatic, male reproductive, and female reproductive endpoints
7 required the application of different uncertainty factors than those used for developmental and
8 immune effects in humans and can be found in Table 5-13.
Table 5-13. Uncertainty factors for the development of the candidate
subchronic values for PFDA
UF
Value
Justification
UFa
1
A UFa of 1 is applied to developmental and immunological effects observed in
epidemiological studies.
3
A UFa of 3 is applied to account for uncertainty in characterizing the pharmacokinetic
and pharmacodynamic differences between mice or rats and humans following oral
PFDA exposure. Aspects of the cross-species extrapolation of pharmacokinetic
processes have been accounted for by using a DDEF to convert internal doses in rodents
to administered doses in humans using evidence on clearance; however, some residual
pharmacokinetic uncertainty remains as does the potential for pharmacodynamic
differences. Availability of chemical-specific data justify the selection of a UF of 3 for
PFDA. See discussion below for more details.
UFh
10
A UFh of 10 is applied for interindividual variability in humans in the absence of
quantitative information on potential differences in pharmacokinetics and
pharmacodynamics relating to PFDA exposure in humans.
UFS
1
A UFS of 1 is applied to developmental delays (i.e., decreased birth body weight)
Wikstrom et al. (2020): and reduced antibody responses in children (Budtz-
J0rgensen and Grandiean, 2018a): (Grandiean et al., 2012).The developmental
period is recognized as a susceptible life stage when exposure during a time window of
development is more relevant than subchronic exposure (U.S. EPA, 1991).
10
A UFS of 10 is applied to liver, male reproductive, and female reproductive effects in
adult animals (increased AST levels, decreased epididymis weight and decreased
number of days in estrus, respectively) because of the short exposure duration (28 d)
and the presumption that effects would worsen with longer exposures. See discussion
below for more details.
UFl
1
A UFl of 1 is applied for LOAEL-to-NOAEL extrapolation when the POD is a BMDL or a
NOAEL. All PODs considered for candidate subchronic values were BMDLs.
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UF
Value
Justification
UFd
3
A UFd of 3 is applied to account for deficiencies and uncertainties in the database.
Although limited, the evidence base in laboratory animals consists of high/medium
confidence short-term studies in rodents and a high confidence developmental study in
mice. The database for PFDA also includes several high/medium confidence
epidemiological studies most informative for immune and developmental effects.
However, uncertainties remain regarding the lack of studies of potential multi-
generational effects, and studies of postnatal development, neurotoxicity, and thyroid
toxicity during developmental lifestages. In all, the data are too sparse to conclude with
certainty that the quantified developmental effects are likely to be the most sensitive;
thus, a UFd of 1 was not selected. However, a UFD of 10 was also not selected give the
availability of data from well-conducted studies in multiple species, including
developmental and short-term rodent studies examining a range of potentially sensitive
health outcomes and sensitive evaluations of developmental and immune endpoints in
humans.
UFC
See Table 5-11 and
Table 5-15
Composite Uncertainty Factor = UFA x UFH x UFS x UFL x UFD
As described above under Derivation of Candidate Lifetime Toxicity Values for the RfD, and in
fU.S. EPA. 20021. five possible areas of uncertainty and variability were considered in deriving the
candidate subchronic values for PFDA. In general, the explanations for these five possible areas of
uncertainty and variability and the values assigned to each as a designated UF to be applied to the
candidate PODhed values are listed above and in Table 5-13, including the UFd which remained at 3
due to data gaps discussed previously in the derivation of the lifetime RfD. One UF that differs
between subchronic and chronic RfDs is that for effects (i.e., decreased fetal body weight, increase
AST levels, decreased whole epididymis weight and decreased estrus time) observed in rodents a
UFAof 3 was applied to account for pharmacokinetic and pharmacodynamic differences between
rodents and humans following oral PFDA exposure. As is usual in the application of this
uncertainty factor, the pharmacokinetic uncertainty is mostly addressed through the application of
an adjustment factor, in this case, chemical-specific dosimetric data for estimating human
equivalent doses (see Approach for pharmacokinetic extrapolation of PFDA among rats, mice, and
humans). This leaves some residual uncertainty around the pharmacokinetics and the uncertainty
surrounding differences in pharmacodynamic differences between animals and humans. Typically,
a UFa of 3 is applied for this uncertainty when either BW3/4 scaling or chemical-specific information
is used for dose extrapolation. This is the case for developmental, male reproductive and female
reproductive endpoints. For the liver endpoint, available mechanistic and supplemental
information is considered further in determining the most appropriate value for the UFa to account
for the uncertainty.
Evidence from in vitro studies suggest that PFDA interacts with several human receptor
pathways relevant to its mechanism of hepatotoxicity, including PPARa. PFDA can bind and
activate PPARa in vitro, but reduced sensitivity towards the human PPARa versus other
mammalian isoforms (i.e., mouse and Baikal seal) is apparent flshibashi et al.. 20191:fWolf et al..
20121:fWolf etal.. 20081 and similar findings have been demonstrated for some other
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perfluorinated compounds. If PPARa were the only operant MOA for noncancer effects in the liver,
this observation might support reducing the remaining portion of the UFa to 1, as it could be argued
that humans are not as sensitive as wild-type rats to the hepatic effects of PFDA exposure (note:
without evidence to the contrary, as mentioned in the previous paragraph, the toxicodynamic
portion of this UF is typically assigned a value of 3 assuming responses manifest in humans could
be more sensitive than those observed in animals). Although PPARa appears to be an important
mechanism of PFDA-induced liver toxicity in animals and reduced sensitivity in PPAR activation in
humans compared to rodents has been suggested, available evidence for PFDA in PPARa null mice,
human in vitro assays and in vivo animal models more relevant to humans with respect to PPARa
sensitivity (i.e., guinea pigs and Syrian hamsters) suggest that liver effects occur, at least in part,
independent of PPARa (see Summary of mechanistic studies for PFDA in Section 3.2.1). A plausible
PPARa-dependent and independent MOA for liver effects is also supported by studies in null and
humanized animal models of structurally related long-chain PFAS [C7-C9] (see Evidence for other
PFAS in Section 3.2.1), which are mostly lacking for PFDA (a few studies in null mice but no
humanized models). Considering the remaining uncertainty in additional MOAs that appear active
in PFDA-induced liver effects, and the relative contribution of these MOAs to toxicity in humans as
compared to rodents, uncertainties surrounding a potential multifaceted MOA for PFDA-induced
liver effects, the value of 3 was selected for the UFa for the purposes of deriving candidate
subchronic toxicity values for hepatic effects.
EPA states that for "short-term and longer-term reference values, the application of a UF
analogous to the subchronic-to-chronic duration UF also needs to be explored, as there may be
situations in which data are available and applicable, but they are from studies in which the dosing
period is considerably shorter than that for the reference value being derived" (U.S. EPA. 2002).
This is the case for hepatic, male reproductive and female reproductive endpoints derived from the
28-dav NTP f20181 study. Although there is no chemical-specific information to evaluate the
potential for increased sensitivity with exposures longer than 28-days (e.g., a 90-day subchronic
study), the following considerations are outlined to inform the application of the UFs for duration
extrapolation. (U.S. EPA. 2002)
With regards to female reproductive toxicity, PFDA-induced effects on estrous cyclicity
were observed to be of large magnitude in the 28-day study. Specifically, PFDA induced a
continuous state of diestrus in 100% of rats treated at the highest dose tested (2.5 mg/kg-day) by
Day 21 (by Day 9 of the sixteen days in which vaginal cytology was assessed) fNTP. 20181. Based
on these data, it is possible that PFDA-induced effects on estrous cyclicity could become more
sensitive or lead to more severe downstream effects like infertility with longer exposure durations.
For male reproductive effects, the study duration (28 days) was insufficient to cover the entire
period of spermatogenesis in rats (~8 weeks), raising concerns about reduced sensitivity for some
of the endpoints evaluated and selected for POD derivation (i.e., sperm evaluations). For liver
effects, increases in relative liver weights demonstrated a time dependency across short-term
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exposures. Relative liver weight increased by 17-56% at 1.15-10 mg/kg-day in rats exposed for 7-
14 days and by 12-127% at 1-16 mg/kg-day in mice exposed during gestion (GD 10-13 and 6-15).
Similar magnitudes of liver weight increases were achieved in rodents after 28-day exposure but at
lower PFDA doses (10-102% at 0.125-2.5 mg/kg-day in rats and 16-81% at 0.089-0.71 mg/kg-day
in mice). The limited data for liver weight suggest potential increase in sensitivity with increasing
duration, although there is no information on how liver weight or other sensitive liver endpoints
(increased AST and ALP levels) are impacted by longer-term exposures (>28 days). Considering the
potential for some health effects (prolonged diestrus, sperm measures and increased liver weight)
to worsen with increasing duration and the large uncertainty associated with the lack of any
chemical-specific data on whether the effects observed in the short-term study worsen after
subchronic exposure, a UFs of 10 is selected for the purposes of deriving candidate subchronic
toxicity values from the 28-day toxicity data.
The uncertainty factors described in Table 5-13 and the text above were applied and the
resulting candidate subchronic values are shown in Table 5-14. The candidate values are derived
by dividing the PODHED by the composite uncertainty factor as shown below.
Candidate values for PFDA = PODhed ^ UFc
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Table 5-14. Candidate values for deriving the subchronic RfD for PFDA
Endpoint
Study/
Confidence
Strain/
Species/
Sex
PODhed
(mg/kg-d)
UFa
UFh
UFs
UFl
UFd
UFC
Candidate
value
(mg/kg-d)a
Immune effects (developmental)
Decreased serum
anti-tetanus antibody
concentrations in
children at age 7 yrs
and PFDA measured
at 5 yrs
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
1.07 x 10"s
1
10
1
1
3
30
4 x 10"10
Decreased serum
anti-diphtheria
antibody
concentrations at
age 7 yrs and PFDA
concentrations at
age 5 yrs
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
1.06 x 10"s
1
10
1
1
3
30
4 x 10"10
Decreased serum
anti-tetanus antibody
concentrations at
age 5 yrs and
perinatal (pregnancy
week 32-2 wks
postpartum) PFDA
concentrations
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
1.83 x 10"s
1
10
1
1
3
30
6 x 10"10
Decreased serum
anti-diphtheria
antibody
concentrations at
age 5 yrs and
perinatal (pregnancy
week 32-2 wks
postpartum) PFDA
concentrations
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean
(2018a): medium
confidence
Human,
male and
female
6.68 x 10"9
1
10
1
1
3
30
2 x 10"10
Developmental effects
Decreased birth
weight
Wikstrom et al.
(2020): hiah
confidence
Human,
male and
female
9.6 x 10"9
1
10
1
1
3
30
3 x 10"10
Wikstrom et al.
(2020): hiah
confidence
Human,
male
8.6 x 10"9
1
10
1
1
3
30
3 x 10"10
Wikstrom et al.
(2020): hiah
confidence
Human,
female
8.1 x 10"9
1
10
1
1
3
30
3 x 10"10
Liver effects
Increased AST
SD rat,
male
1.16 x 10"3
3
10
10
1
3
1,000
1 x 10"6
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28-d study NTP
(2018); hiah
SD rat,
female
4.00 x 10"3
3
10
10
1
3
1,000
4 X 10"6
Increased ALP
confidence
SD rat,
male
1.47 x 10"3
3
10
10
1
3
1,000
1 X 10"6
SD rat,
female
1.00 x 10"3
3
10
10
1
3
1,000
1 X 10"6
SD rat,
male
1.60 x 10"3
3
10
10
1
3
1,000
2 x 10"6
SD rat,
female
7.17 x 10"4
3
10
10
1
3
1,000
7 x 10"7
Increased relative
28-d study
Frawlev et al.
(2018): hiah
confidence
SD rat,
female
(histopath
ology
study
cohort)
1.42 x 10"3
3
10
10
1
3
1,000
1 x 10"6
liver weight
SD rat,
female
(MPS
study
cohort)
1.20 x 10"3
3
10
10
1
3
1,000
1 x 10"6
SD rat,
female
(TDAR
study
cohort)
8.00 x 10"4
3
10
10
1
3
1,000
8 x 10"7
Male reproductive effects
Decreased cauda
epididymis sperm
count
28-d study NTP
(2018); low
confidence
SD rat,
male
9.07 x 10"3
3
10
10
1
3
1,000
9 x 10"6
Increased Leydig cell
atrophy
28-d study NTP
(2018); hiah
5.89 x 10"3
3
10
10
1
3
1,000
6 x 10"6
Decreased serum
testosterone
confidence
5.89 x 10"3
3
10
10
1
3
1,000
6 x 10"6
Decreased absolute
testis weight
1.01 x 10"2
3
10
10
1
3
1,000
1 x 10"5
Decreased absolute
cauda epididymis
weight
5.48 x 10"3
3
10
10
1
3
1,000
5 x 10"6
Decreased absolute
whole epididymis
weight
5.14 x 10"3
3
10
10
1
3
1,000
5 x 10"6
Female reproductive effects
Decreased number of
days spent in estrus
28-day study NTP
(2018); hiah
SD rat,
female
1.77 x 10"3
3
10
10
1
3
1,000
2 x 10"6
Increased number of
days spent in diestrus
confidence
2.76 x 10"3
3
10
10
1
3
1,000
3 x 10"6
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Decreased relative
uterus weight
8.63 x 10"3
3
10
10
1
3
1,000
9 x 10"6
Decreased absolute
uterus weight
8.63 x 10"3
3
10
10
1
3
1,000
9 x 10"6
aThe candidate values for different salts of PFDA would be calculated by multiplying the candidate value for the
free acid of PFDA by the ratio of molecular weights. For example, for the ammonium salt the ratio would be:
mw ammonium salt _ 531 _ ^ Q33 same method of conversion can be applied to other salts of PFDA, such as
Jl/fT \7 fvnn rt ^ IS-} C1 A 11 '
the potassium or sodium salts, using the corresponding molecular weights.
Selection ofSubchronic Toxicity Value(s)
As described above, candidate subchronic values for several health effects associated with
PFDA exposure were derived. The subchronic osRfD values selected were associated with
decreased serum antibody concentrations for developmental immune effects, decreased birth
weight for developmental effects, increased relative liver weight for liver effects, decreased whole
epididymis weight for male reproductive effects and increased number of days spent in diestrus for
female reproductive effects. As discussed earlier, these subchronic osRfDs may be useful for certain
decision purposes (i.e., site-specific risk assessments with less-than-lifetime exposures).
Confidence in each subchronic osRfD is described in Table 5-15 and this considers confidence in the
study used to derive the quantitative estimate, the overall health effect, specific evidence base, and
quantitative estimate for each subchronic osRfD.
Table 5-15. Confidence in the subchronic organ/system specific RfDs
(subchronic osRfDs) for PFDA
Confidence categories
Designation3
Discussion
Immune (developmental) subchronic osRfD = 4 x 10~10 mg/kg-d
Confidence in study used
to derive the subchronic
osRfD
High
Confidence in Grandiean et al. (2012): Budtz-J0rgensen and Grandiean
(2018a) was rated as medium primarily due to relatively limited PFDA
exposure contrasts, which can decrease study sensitivity in general. (HAWC
link). Given that the results in this study were statistically significant, EPA
concluded that while there were potential study sensitivity concerns at the
evaluation stage, the results clearly showed that those concerns were not
borne out, and confidence in this study to derive an osRfD was judged to be
high.
Confidence in evidence
base supporting this hazard
Medium
Confidence in the evidence base for immune effects is medium based on
consistent findings of reduced antibody responses from 2 medium
confidence birth cohort studies (Grandiean et al., 2012): (Grandiean et
al., 2017a): (Grandiean et al., 2017b) and a low confidence study in
adults (Kielsen et al., 2016). Short-term studies in animals of hiah/medium
confidence provide supportive evidence of immunosuppression after PFDA
exposure (Frawlev et al., 2018): (NTP, 2018). Some residual uncertainties
regarding unexplained inconsistency and potential confounding by other co-
occurring PFAS from epidemiological studies and issues with concomitant
overt target organ and systemic toxicity in animal studies lower confidence
in the available evidence for this hazard. Other limitations include the lack
of epidemiological studies or long-term/chronic studies in animals examining
effects on the immune system across different developmental life stages and
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Confidence categories
Designation3
Discussion
immunotoxicity categories, including sensitization and allergic response and
autoimmunity and autoimmune disease.
Confidence in the
quantification of the
PODhed
Medium
Confidence in the quantification of the POD and osRfD is medium. The POD is
based on BMD modeling at the lower end of the range of the observed data
and a BMDLi/2sd estimate that is associated with a small degree of
uncertainty due to potential confounding by PFOA (see Appendix D.l.l for
more details). The POD for decreased tetanus antibodies at age 7 yrs was
judged to be medium confidence based on a good model fit and was
supported by the nearly identical POD for decreased diphtheria antibodies at
age 7 yrs. Both PODs support the osRfD. A health-protective estimate for
human clearance was applied to estimate the PODhed using PFDA-specific
pharmacokinetic information, the latter of which involves some residual
uncertainty (see discussion on Uncertainty in the pharmacokinetic modeling
of PFDA above). There is also uncertainty as to the most sensitive window of
vulnerability with respect to the exposure/outcome measurement timing
(BMDs/BMDLs were estimated from PFDA levels measured at age 5 or
perinatally and anti-tetanus antibody concentrations measured at age 7 or
5): (Grandiean et al., 2017b) reported that estimated PFDA
"concentrations at 3 mo and 6 mo showed the strongest inverse associations
with antibody concentrations at age 5 yrs, particularly for tetanus." Thus, it
is possible that adverse effects during infancy could be more sensitive than
between ages 5 and 7 yrs.
Overall confidence in
subchronic osRfD
Medium
The overall confidence in the osRfD is medium and is driven by medium
confidence in the evidence base for immune effects, the quantification of
the POD, and the study used for BMD modeling.
Developmental subchronic osRfD = 3 x io~10 mg/kg-d
Confidence in study3 used
to derive osRfD
Medium
Confidence in the Wikstrom et al. (2020) study for hazard identification
was rated as hiah (HAWC link) for developmental effects. The study was
selected for dose-response analysis due to low overall risk of bias and
reliable exposure measurements which had sufficient exposure contrasts
and other characteristics that allowed for adequate study sensitivity to
detect associations. The Wikstrom et al. (2020) study demonstrated
associations consistent in magnitude for boys, girls, and the overall
population. Overall, mean birth weight was considered the most precise and
accurate endpoint and not anticipated to be subject to much error. This
study was advanced for dose-response analysis, given no presumed impact
of pregnancy hemodynamics given the early sampling (96% from trimester
1). Wikstrom et al. (2020) also adjusted for sample timing in their
multivariate models and show no differences in models also restricted to
trimester 1 samples only. Some uncertainty remains on the potential for
confounding by other PFAS (concern primarily for PFNA) which were not
examined in this study. Given the potential quantitative impact of this
uncertainty, confidence in the use of this study for dose-response analysis
was judged as medium rather than high.
Confidence in evidence
base supporting this hazard
Medium-low
Confidence in the evidence base for developmental effects is medium.
There was consistent evidence for reduced birth weight among multiple
human studies, including high quality studies. However, unlike the
Wikstrom et al. (2020) study used here and noted above, some
uncertainty remains in many studies given the predominance of associations
that were detected for studies with later pregnancy sampling. The human
database also showed some coherence across different measures of fetal
growth restriction. In animals, the lone developmental study reported
effects on fetal growth that are coherent with effects observed in humans.
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Confidence categories
Designation3
Discussion
Some residual uncertainty regarding potential confounding by other co-
occurring PFAS from epidemiological studies lowers confidence in the
available evidence for this hazard.
Confidence in
quantification of the
PODhed
Medium
Confidence in the quantification of the POD and osRfD is medium given the
POD was based on a BMD hybrid approach within the range of the observed
data and dosimetric adjustment was based on PFDA-specific
pharmacokinetic information, the latter of which involves some residual
uncertainty (see discussion on Uncertainty in the pharmacokinetic modeling
of PFDA above).
Overall confidence in osRfD
Medium-low
The overall confidence in the osRfD is medium and is driven by medium-low
confidence in the evidence base for developmental effects (i.e., fetal growth
restriction).
Liver subchronic osRfD = 7 x 10~7 mg/kg-d
Confidence in study3 used
to derive osRfD
High
Confidence in the NTP (2018) study was rated hiah based on good or
adequate ratings for most study quality domains (HAWC link) and
characteristics that make it suitable for deriving toxicity values, including the
relevance of the exposure paradigm (route, duration, and exposure levels),
use of a relevant species, and the study size and design.
Confidence in evidence
base supporting this hazard
Medium
Confidence in the evidence base for liver effects is medium. Coherent liver
effects for histopathology, serum biomarkers and organ weights were
observed across short-term rodent studies (primarily two high confidence
28-d studies) that are supported by mechanistic studies of biological
plausibility and possible human relevance. Uncertainties remain due to the
absence of longer-term toxicity studies (28 d) and limited information from
available epidemiological studies and in vivo models to characterize the role
of PPARa and other signaling pathways in the mechanisms of hepatotoxicity
of PFDA in both humans and animals.
Confidence in
quantification of the
PODhed
Medium
Confidence in the quantification of the POD and osRfD is medium given the
POD was based on BMD modeling within (at the lower end) the range of the
observed data and dosimetric adjustment was based on PFDA-specific
pharmacokinetic information, the latter of which involves some residual
uncertainty (see discussion on Uncertainty in the pharmacokinetic modeling
of PFDA above).
Overall confidence in the
subchronic osRfD
Medium
The overall confidence in the osRfD is medium and is primarily driven by
medium confidence in both the evidence base supporting this hazard and
the quantification of the POD using BMD modeling of data from a high
confidence study.
Male reproductive subchronic osRfD = 5 x 10~6 mg/kg-d
Confidence in study3 used
to derive osRfD
High-medium
Confidence in the NTP (2018) study was rated hiah-medium (HAWC link)
since most of male reproductive measures were rated as high, including the
basis for the subchronic osRfD (decreased whole epididymis weight), with
the exception of sperm measures which suffered from insensitivity due to
short-term exposure. This is supported by the study evaluation results (good
or adequate ratings for most study quality domains) and characteristics that
make it suitable for deriving toxicity values, including the relevance of the
exposure paradigm (route, duration, and exposure levels), use of a relevant
species, and the study size and design.
Confidence in evidence
base supporting this hazard
Medium-low
Confidence in the evidence base for male reproductive effects is medium to
low. Coherent effects across several relevant measures, including, sperm
parameters, histopathology, serum testosterone levels and organ weights
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Confidence categories
Designation3
Discussion
were observed in a high confidence 28-d rat study. The findings are
supported by coherent evidence from a limited number of epidemiological
and mechanistic studies. In spite of the available evidence, some
outstanding uncertainties in the database remain, including the absence of
longer-term exposure studies (>28 d), developmental or multigenerational
studies that evaluate effects in both adults and developing humans and
animals. Given these evidence base uncertainties, it is likely that this osRfD is
under-protective of all male reproductive effects.
Confidence in
quantification of the
PODhed
Medium
Confidence in the quantification of the POD and osRfD is medium given the
POD was based on BMD modeling within the range of the observed data and
dosimetric adjustment was based on PFDA-specific pharmacokinetic
information, the latter of which involves some residual uncertainty (see
discussion on Uncertainty in the pharmacokinetic modeling of PFDA above).
Overall confidence in the
subchronic osRfD
Medium-low
The overall confidence in the osRfD is medium-low and is primarily driven by
the medium-low confidence in the evidence base. The high confidence in
the study and medium confidence in the quantification of the POD does not
fully mitigate the uncertainties associated with medium-low confidence in
the evidence base.
Female reproductive subchronic osRfD = 3 x 10~6 mg/kg-d
Confidence in study3 used
to derive osRfD
High
Confidence in the NTP (2018) studv is hiah (HAWC link) given the studv
evaluation results (i.e., rating of good in all evaluation categories) and
characteristics that make it suitable for deriving toxicity values, including the
relevance of the exposure paradigm (route, duration, and exposure levels),
use of a relevant species, and the study size and design.
Confidence in evidence
base supporting this hazard
Medium-low
Confidence in the evidence base for female reproductive effects is medium-
low. There were consistent and coherent effects on uterus weight and the
estrous cycle in a single high confidence study. Despite the available
evidence, limitations of the evidence base for female reproductive effects
include the lack of informative human studies and the lack of a subchronic
study in animals as well as lack of studies that examined the effect of PFDA
on female fertility and pregnancy outcomes in exposed animals. There are
also no developmental or multigenerational studies that evaluated effects in
both adults and developing humans and animals. Given these evidence base
uncertainties, it is likely that this osRfD is under-protective of all female
reproductive effects.
Confidence in
quantification of the
PODhed
Medium
Confidence in the quantification of the POD and osRfD is medium given the
POD was based on BMD modeling within the range of the observed data and
dosimetric adjustment was based on PFDA-specific pharmacokinetic
information, the latter of which involves some residual uncertainty (see
discussion on Uncertainty in the pharmacokinetic modeling of PFDA above).
Overall confidence in the
subchronic osRfD
Medium-low
The overall confidence in the osRfD is medium-low and is primarily driven by
the medium-low confidence in the evidence base. The high confidence in
the study and medium confidence in the quantification of the POD does not
fully mitigate the uncertainties associated with medium-low confidence in
the evidence base.
aAII study evaluation details can be found on HAWC.
1 Selection ofSubchronic RfD and Confidence Statement
2 Organ/system-specific and overall subchronic RfD values for PFDA selected in the previous
3 section are summarized in Table 5-16.
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Table 5-16. Organ/system-specific and overall subchronic RfDs for PFDA
System
Toxicity Value
Basis
PODhed (mg/kg-d)
UFC
osRfD
(mg/kg-d)
Confidence
Immune (developmental)
Subchronic
osRfD
Decreased serum
antibody
concentrations for
both tetanus and
diphtheria in children
at age 7 yrs and PFDA
measured at age 5 yrs
1.07 x 10-S based on
BMDL/2sd from
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean (2018a)
30
4 x 10"10
Medium
Developmental
Subchronic
osRfD
Decreased birth
weight in males and
females
9.6 x 10"9 based on
BMDL5%rD from
Wikstrom et al.
(2020)
30
3 x 10"10
Medium-low
Liver
Subchonic
osRfD
Increased liver weight
in SD female rats
7.17 x 10"4 based on
BMDLio%rd from NTP
(2018)
1,000
7 x 10"7
Medium
Male reproductive
Subchronic
osRfD
Decreased absolute
whole epididymis
weight in SD rats
5.14 x 10"3 based on
BMDLisd from NTP
(2018)
1,000
5 x 10"6
Medium-low
Female reproductive
Subchronic
osRfD
Increased number of
days spent in diestrus
in SD rats
2.76 x 10"3 based on
BMDL5%rD from NTP
(2018)
1,000
3 x 10"6
Medium-low
Immune/developmental
Overall
subchronic RfD
Decreased antibody
concentrations for
both tetanus and
diphtheria in children
at age 7 yrs and PFDA
measured at age 5 yrs
Decreased birth
weight in males and
females
1.07 x 10_S based on
BMDLy2sDfrom
Grandiean et al.
(2012): Budtz-
J0rgensen and
Grandiean (2018a)
9.6 x 10"9 based on
BMDL5%rD from
(Wikstrom et al.,
2020)
30
4 x 10"10
Medium
1 From the identified subchronic osRfDs (see Table 5-16), an overall subchronic RfD of 4 x
2 10~10 mg/kg-day based on decreased serum antibody concentrations and decreased birth
3 weight in humans was selected. As described in Table 5-15, confidence in the RfD is medium,
4 based on medium confidence in the immune osRfD (the developmental osRfD was medium-low
5 confidence), noting that there was medium confidence in the quantification of the PODs for both
6 immune fBudtz-Targensen and Grandiean. 2018al: f Grandiean etal.. 20121 and developmental
7 fWikstrom etal.. 20201 endpoints using BMD modeling. This RfD is considered to be representative
8 of both immune and developmental effects given the close proximity (~1.5-fold) of the
9 developmental and immune PODs and resulting osRfDs and that both critical effects are observed
10 during the developmental period (see Section 5.2 for more details).
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As described above, the toxicity value of 4 xlO10 mg/kg-day for decreased serum antibody
concentrations for both diphtheria and tetanus at age 7 and PFDA measured at age 5 was selected
for immune effects Budtz-largensen and Grandiean f2018al: Grandiean etal. f20121: and the
toxicity value of 3 x 1010 mg/kg-day based on reduced birth weight from the Wikstrom et al.
f20201 study was selected for developmental effects.
The PODs calculated in Table 5-9 from 28-day studies in rodents were selected for each
health effect for the derivation of the candidate subchronic toxicity values based on several
considerations, including whether there is an endpoint with less uncertainty and/or greater
sensitivity, and whether the endpoint is protective of both sexes and all life stages.
For liver effects, the toxicity value of 7 x 10"7 mg/kg-day (BMDL10RD[HED] of 7.17 x 10"4
mg/kg-day) for increased liver weight in female rats in the NTP f20181 study was selected as the
liver osRfD because it is a reliable marker of hepatotoxicity and represents a more sensitive
reference value than other liver endpoints considered for dose-response modeling (see Table 5-8).
For male reproductive effects, endpoints with a high confidence rating (i.e., increased Leydig cell
atrophy, decreased serum testosterone, decreased testis weight, and decreased epididymis weight
[whole and cauda]) were prioritized over endpoints which suffered from potential sensitivity issues
due to short-term study exposure (i.e., decreased epididymal sperm counts). Since the PODs for the
prioritized endpoints were similar (HEDs ranging from 5.14 x 10"3-1.01 x 10-2) and consistent with
mechanistic evidence that suggest PFDA targets Leydig cells and causes decreased steroidogenesis
and androgen deficiency (see section 3.2.4), the most sensitive POD based on a BMDLISD(HED) of
5.14 x 10"3 mg/kg-day for decreases in whole epididymis weights was selected for derivation,
resulting in a subchronic toxicity value of 5 x 10-6 mg/kg-day for male reproductive effects. Lastly,
the osRfD of 3 x 10"6 mg/kg-day (BMDL5RD[HED] of 2.76 x 10"3 mg/kg-day) based on increased
number of days spent in diestrus was selected for female reproductive effects given its association
with infertility as provided by the U.S. EPA's Guidelines for Reproductive Toxicity Risk Assessment.
This endpoint is also supported by concomitant decreases in estrus time (BMDL5RD[HED] of
1.77 x 10"3 mg/kg-day), for which the association with infertility is less clear.
The subchronic osRfDs for liver, male reproductive and female reproductive effects derived
from short-term animal data were several orders of magnitude higher than the subchronic osRfDs
for immune and developmental effects in humans; therefore, they were not considered to be
sufficiently protective for consideration in the selection of the overall subchronic RfD. Also, in the
case of male and female reproductive effects, confidence in the respective osRfDs was lower
compared to the immune osRfD (medium-low versus medium) due to deficiencies in the evidence
base for these health effects.
5.2.4. Inhalation Reference Concentration (RfC) Derivation
No studies examining inhalation effects of short-term, subchronic, chronic or gestational
exposure for PFDA in humans or animals have been identified, precluding the derivation of an RfC.
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5.3. CANCER TOXICITY VALUES
Considering the limitations in the evidence base across human, animal, and mechanistic
studies of PFDA (see Section 3.3) and in accordance with the Guidelines for Carcinogen Risk
Assessment fU.S. EPA. 20051. EPA concluded that the evidence is inadequate to assess
carcinogenic potential of PFDA in humans. The lack of adequate carcinogenicity data for PFDA
precludes the derivation of quantitative estimates of either oral (oral slope factor, OSF) or
inhalation (inhalation unit risk; IUR) exposure.
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This document is a draft for review purposes only and does not constitute Agency policy.
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This document is a draft for review purposes only and does not constitute Agency policy.
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This document is a draft for review purposes only and does not constitute Agency policy.
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This document is a draft for review purposes only and does not constitute Agency policy.
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