United States Environmental Protection Agency Office of Toxic Substances Washington, DC 20460 EPA 560/5-83-001 September 1983 Office of Toxic Substances cxEPA Hispanic HANES Pilot Study Measurement of Volatile and Semivolatile Organic Compounds in Blood and Urine Specimens 3.1 ------- EPA 560/5-83-001 September 1983 HISPANIC HANES PILOT STUDY Measurement of Volatile and Semivolatile Organic Compounds in Blood and Urine Specimens by S. Pierson R. Lucas Research Triangle Institute Research Triangle Park, NC 27709 EPA Contract Number: 68-01-5848 Task Manager: Cindy Stroup Project Officer: Joseph Carra Office of Toxic Substances Washington, DC 20460 OFFICE OF PESTICIDES AND TOXIC SUBSTANCES U.S. ENVIRONMENTAL PROTECTION AGENCY WASHINGTON, DC 20460 ------- DISCLAIMER This report was prepared under contract to an agency of the United States Government. Neither the United States Government nor any of its employees, contractors, subcontractors, or their employees makes any warranty, expressed or implied, or assumes any legal liability or responsibility for any third party's use or the results of such use of any information, apparatus, prod- uct, or process disclosed in this report, or represents that its use by such third party would not infringe on privately owned rights. Publication of the data in this document does not signify that the contents necessarily reflect the joint or separate views and policies of each sponsoring agency. Mention of trade names or commercial products does not constitute endorsement or recom- mendation for use. 11 ------- TABLE OF CONTENTS Page LIST OF TABLES iv LIST OF FIGURES v I. INTRODUCTION AND BACKGROUND 1 II. SUMMARY OF RESULTS 5 A. Introduction 5 B. Analysis of Blood for Volatiles 5 C. Analysis of Serum for Semivolatiles 6 D. Analysis of Urine for Semivolatiles 7 E. Conclusion 7 III. SAMPLE SELECTION AND DATA COLLECTION OVERVIEW .... 9 IV. QUALITY ASSURANCE PLAN OVERVIEW 11 A. Field Controls 11 B. Replicate Specimen Analysis 11 C. Spiked-Split Duplicate Analysis 12 V. ANALYSIS OF BLOOD FOR VOLATILE COMPOUNDS 13 A. Summary of Results 13 B. Specimen Collection, Storage, and Shipping ... 14 C. Analytical Methodology 14 D. Analytical Results 15 1. Limits for Detection and Reporting Level 15 2. Primary Laboratory Results 15 3. External Reference Laboratory Results ... 16 E. Quality Assurance Procedures and Results .... 16 1. Field Controls 16 2. Overall Study Precision 21 3. Chemical Analysis Precision Estimates Using Field Spikes 22 111 ------- TABLE OF CONTENTS (continued) Page 4. Comparison of Interlaboratory Chemical Analysis 22 5. Total Accuracy Estimates for Chemical Analysis 22 6. Compound Degradation 24 VI. ANALYSIS OF SERUM FOR SEMIVOLATILES 27 A. Summary of Results 27 B. Specimen Collection, Storage, and Shipping ... 28 C. Analytical Methodology 28 D. Analytical Results 28 1. Detection and Reporting Level Limits .... 28 2. Results ........... 29 E. Quality Assurance Procedures and Results .... 31 1. Field Controls 31 2. Plan for Set Structure and Analysis .... 31 3. Procedures for Replicate Specimen Analysis 34 4. Analytical Procedures for Spiked-Split Specimens 34 5. Precision Estimates 35 a. Overall Measurement Precision 35 b. Precision of Chemical Analysis .... 35 6. Chemical Analysis Percent Recovery 40 7. Total Error Estimates 40 VII. ANALYSIS OF URINE FOR SEMIVOLATILES 43 A. Summary of Results 43 B. Specimen Collection, Storage, and Shipping ... 44 C. Analytical Methodology 44 D. Analytical Results 44 1. Detection and Reporting Level Limits .... 44 2. Results 44 IV ------- TABLE OF CONTENTS (continued) Page E. Quality Assurance Procedures and Results 45 1. Field Controls 45 2. Plan for Set Structure and Analysis .... 45 3. Procedures for Replicate Specimen Analysis 49 4. Procedures for Spiked-Split Specimen Analysis 49 5. Chemical Analysis Precision Estimates ... 49 a. Overall Estimate 49 b. Within- and Among-Set Precision .... 51 6. Chemical Analysis Percent Recovery 51 7. Total Error Estimates 51 VIII. REFERENCES 57 APPENDIX A: VOLATILES .ANALYTICAL METHODOLOGY APPENDIX B: TAC-SPIKED BLOOD SERUM RECOVERIES APPENDIX C: SEMIVOLATILE ANALYTICAL METHODOLOGY FOR URINE APPENDIX D: GLOSSARY REPORT DOCUMENTATION PAGE ------- LIST OF TABLES Number Pag< 1 Hispanic HANES (EPA Component) Pilot Study Target Volatile Compounds 2 2 Hispanic HANES (EPA Component) Pilot Study Target Semivolatile Compounds 3 3 Number of Specimens Collected by Type in the El Paso, Texas, Pilot Study Site 10 4 Analysis of Blood for Volatiles: Summary of Chloroform Results 17 5 Analysis of Blood for Volatiles: Summary of Bromoform and Dibromochloromethane Results ... 18 6 Analysis of Blood for Volatiles: Summary of External Reference Laboratory Results ...... 19 7 Analysis of Blood for Volatiles: Results of Analyzing Field and Matching Laboratory- Spiked Specimens 20 8 Analysis of Blood for Volatiles: Estimates of Chemical Analysis Precision From Field and Laboratory Spikes 23 9 Analysis of Blood for Volatiles: Estimates of Chemical Analysis Total Error Using Field Spikes 25 10 Analysis of Serum for Semivolatiles: Summary of pp'-DDT, pp'-DDE, and p-BHC Results 30 11 Analysis of Serum for Semivolatiles: Results of Field-Spiked Specimens 32 12 Analysis of Serum for Semivolatiles: Set Structure and Composition 33 13 Analysis of Serum for Semivolatiles: Estimates of Overall Measurement Precision .... 36 14 Analysis of Serum for Semivolatiles: Precision Estimate by Duplicate Type 37 VI ------- LIST OF TABLES (continued) Number 15 Analysis of Serum for Semivolatiles: Estimates of Chemical Analysis Precision 26 Analysis of Urine Semivolatiles: Estimates of Chemical Analysis Total Error Pac 38 16 Analysis of Serum for Semivolatiles: Estimates of Within- and Among-Set Chemical Analysis Precision 39 17 Analysis of Serum for Semivolatiles: Mean Percent Recovery by Compound 41 18 Analysis of Serum for Semivolatiles: Estimates of Chemical Analysis Total Error .... 42 19 Analysis of Urine for Semivolatiles: Frequency of Detection by Compound 46 20 Analysis of Urine Semivolatiles: Summary of PCP Results 47 21 Analysis of Urine for Semivolatiles: Results of Analyzing Field-Spiked Specimens .... 48 22 Analysis of Urine for Semivolatiles: Set Structure and Composition 50 23 Analysis of Urine Semivolatiles: Chemical Analysis Precision Estimates 52 24 Analysis of Urine Semivolatiles: Within- and Among-Set Chemical Analysis Precision Estimates 53 25 Analysis of Urine Semivolatiles: Mean Percent Recovery by Compound 54 55 FIGURE Number Stability of Chloroform Levels in Pooled Specimens Over Time Page 26 VI1 ------- Vlll ------- ACKNOWLEDGMENTS The authors would like to recognize the participation of the many persons and organizations required to conduct this activity. Research Triangle Institute: The authors thank Dr. Robert Handy and Dr. David Myers for their assistance in developing the quality assurance protocols, Dr. Linda Sheldon for supervising the preparation of the field QA specimens and chemical analyses done at the Institute, and Dr. Edo Pellizzari and Mr. Hu Burnett for their comments and assistance in revising the draft report. National Center for Health Statistics: The authors thank Mr. Robert Murphy and Ms. Trena Ezatti for their cooperation in the specimen collection activities. Chemical Epidemiology Division, Department of Epidemiology and Public Health, University of Miami (Florida): The authors thank Dr. Carl Phaffenburger and Ms. Anita Peoples for their cooperation in implementing the QA protocols and performing the chemical analyses of blood serum for volatiles. Toxicant Analysis Center, U.S. Environmental Protection Agency: The authors thank Drs. Aubry Dupuy, William Mitchell, and Joseph Yonan for their cooperation in implementing the QA protocols and performing the chemical analyses for semivolatiles in serum and urine. Office of Toxic Substances, U.S. Environmental Protection Agency: The authors thank Ms. Linda Greenberg, Task Manager, and Mr. Brion Cook for their assistance in coordinating the activ- ities of the task. Ms. Cindy Stroup succeeded Ms. Greenberg as Task Manager and supervised- the completion of this final report. IX ------- I. INTRODUCTION AND BACKGROUND The Hispanic Health and Nutritional Examination Survey (HANES) is one in a series of related studies carried out over the past 20 years by the National Center for Health Statistics (NCHS). These studies, authorized by Congress under the National Health Survey Act of 1956, are characteristically national in scope, based on probability sampling, and are used to collect a broad range of morbidity data and related health and nutrition information. In this latest study, NCHS will focus on the U.S. Hispanic population, conducting medical examinations and adminis- tering health-related questionnaires over a 2-year period to a probability sample of Hispanic residents in the United States. The study sites will include the southwestern States, portions of Florida, and the New York/New Jersey metropolitan area. The data collection period will extend from July 1982 through December 1984. During that time period, data will be collected from approximately 12,000 Hispanic participants in approximately 30 county sites. EPA's objective in this study is to assess the Hispanic population's exposure to environmental pollutants (primarily pesticides) by measuring the concentrations of selected pesti- cides and toxic substances in body fluids, and evaluating the approximate amount and type of exposure as reported by the re- spondents. As part of a cooperative agreement, NCHS will provide EPA with blood and urine specimens and interview results from a subsample of study participants. EPA will chemically analyze the specimens, statistically analyze the interview and chemical analysis results, and .provide estimates of body fluid residue levels and environmental exposure for the Hispanic participants living in the study sites. In preparation for data collection, NCHS conducted a pilot study in 'El Paso, Texas, during January through March, 1982. During the pilot study, EPA received 171 blood, serum, and urine specimens from a subsample of study participants. These speci- mens were shipped to (1) the Chemical Epidemiology Division, Department of Epidemiology and Public Health, University of Miami, and (2) the EPA Toxicant Analysis Center (TAG), for vola- tile and semivolatile analyses, respectively. A total of 161 specimens were analyzed; 51 blood specimens were analyzed for volatiles, and 59 serum and 51 urine specimens were analyzed for semivolatiles. Tables 1 and 2 present lists of the pilot study target compounds. During the follow-on national study, the list of urine compounds will be expanded to include malathion metabo- lites and carbamates. EPA's primary objective in participating in the pilot study was to assess the quality of the measurement procedures and data, and to set data quality objectives for the national study. To ------- Table 1. Hispanic HANES (EPA Component) Pilot Study Target Volatile Compounds Bromodichloromethane Bromoform Carbon tetrachloride Chlorobenzene Chloroform Dibromochloromethane 1,2-Dichloroethane Tetrachloroethylene 1,1,1-Trichloroethane Trichloroethylene ------- Table 2. Hispanic HANES (EPA Component) Pilot Study Target Semivolatile Compounds Serum Urine a-BHC p-BHC 6-BHC y-BHC op'-DDD pp'-DDD op'-DDE pp'-DDE op'-DDT pp'-DDT Dieldrin Endrin. Heptachlor Heptachlor epoxide Hexachlorobenzene Mirex Oxychlordane PCB's (Polychlorinated . biphenyl)(Arochlor 1254) trans-Nonachlor 2,4-D (2,4-dichlorophenoxy acetic acid) Dicamba p_-Ni tr opheno 1 PCP (pentachlorophenol) Silvex 2,4,5-T (2,4,5-Trichlorophenoxy acetic acid) 2,4,5-Trichlorophenol 3,5,6-Trichloro-2-pyridinol ------- this end, RTI was engaged to develop a quality assurance plan for the pilot study and to assess the quality of the analytical re- sults. This report describes EPA's participation in and results from the pilot study, including the QA procedures and their re- sults. Section II contains a summary of the results. Sections III through IV provide overviews of the sample selection, data collection, and quality assurance procedures. In sections V through VII, the analytical methodologies, the analytical re- sults, and the quality assessment data are presented in detail. Because of the uniqueness of the quality assurance proce- dures implemented in this study, a unique terminology was created to facilitate distinguishing among the types of specimens and specimen groups. A glossary of selected terms is included as appendix D to assist the reader in understanding the terminology used in this report. ------- II. SUMMARY OF RESULTS A. Introduction The results of EPA's participation in the pilot study are summarized in the following subsections. In all, over 300 specimens from 171 subjects ("sample persons") were chemically analyzed over a 6-month period. A quality assurance plan was developed and implemented in order to assess data quality. This plan involved field controls to assess field contamination and degradation, replicate chemical analyses to assess precision, and spiked-split duplicate chemical analyses to assess chemical analysis bias through compound percent recovery. " A note of caution is in order regarding the interpretation of the pilot study results. Estimates were calculated for a number of parameters relating to these: percent detected; per- cent recovery; averages, percentiles, and variances for detected values; and variances of the measurement process. These param- eters were all calculated from relatively small sample sizes of fewer than 60 specimens, mainly because field problems resulted in EPA being provided with a fewer number of specimens than was originally planned. A second, and perhaps more critical problem was the lack of data from which to base data quality estimates; of the 37 total target compounds, only 5 compounds were detected in a significant number of specimens. To estimate data quality for the compounds which were seldom endogenous* in the specimens, it was necessary to use substitute measurements such as field- spiked and spiked-split duplicate specimens for chemical analysis precision. These sample sizes were even fewer (e.g., only three to nine field spikes per matrix). Using field spikes and spiked- split specimens for making estimates for which they were not intended is inappropriate and yields data of unknown validity. The estimates in this report are' the best that could be made based on the available data; however, because of the few speci- mens available and lack of specimens with endogenous compounds, most of these results should be considered preliminary. Analysis of these data does point to potential problems with the analyt- ical methodologies that warrant further investigation. B. Analysis of Blood for Volatiles Blood specimens from 51 sample persons were analyzed for the presence of volatile compounds at the Chemical Epidemi- ology Division, Department of Epidemiology and Public Health, University of Miami ("Miami lab"), using a purge/trap/desorb *The word "endogenous" as used in this report refers to compounds that are found in the specimens naturally, as opposed to com- pounds that are spiked in the specimens. ------- procedure based on that of Bellar and Lichtenberg (see appen- dix A). A subsample of 20 specimens was also analyzed by an external reference laboratory, the Research Triangle Institute (RTI), using the identical procedure. Of the 10 target com- pounds, only chloroform was detected in a significant number of specimens (100 percent) at the primary laboratory. The median chloroform value was 8.3 ppb, and the highest value was 4,000 ppb. At the external reference laboratory, chloroform also had the highest percent detected and highest mean concentration. Of the 10 target compounds, positive detections were obtained for 6 compounds at the external reference laboratory, while interfer- ences prevented analysis of the other 4 compounds. Different instrumentation allowed RTI to set lower minimum reporting levels than could the Miami lab. An interlaboratory chemical analysis comparison showed that the Miami lab obtained mean chloroform values approximately 183 percent higher than did RTI. An assessment of total error for chemical analysis based upon a combination of percent recovery and precision showed that only chloroform had a total error estimate (36 percent) within the EPA guidelines (USEPA 1979) for acceptability (below 50 per- cent). The other 9 compounds (excluding chloroform) had unac- ceptable total errors, ranging up to 256 percent for dibromo- chloromethane. The estimates for these 9 compounds were wholly obtained, however, from a small sample of field spikes, due to the lack of endogenous-compounds data. The high total errors and the large interlaboratory differences suggest possible problems with the analytical method. Replicate analyses over time from a specimen pool showed that no degradation of chloroform levels occurred over a 2^-month time period. C. Analysis of Serum for Semivolatiles Specimens from a total of 59 sample persons were ana-. lyzed for the presence of 19 semivolatile compounds at the EPA Toxicant Analysis Center (TAG) using the EPA standard electron capture gas chromatography method. Positive detections occurred for only 6 of the 19 tested compounds: trans-nonachlor; pp'-DDT; pp'-DDE; p-BHC; dieldrin, and 6-BHC. Of these, only 3 were detected in a significant number of specimens: in 44 percent of specimens, pp'-DDT was detected with a mean positive value* of 3.2 ppb; in 100 percent of specimens, pp'-DDE was detected with a mean positive value of 34.2 ppb; and in nearly 85 percent of specimens, p-BHC was detected with a mean positive value of 2.4 ppb. *When the adjective "positive" is used, it means that zero values were excluded from the calculation. ------- An assessment of chemical analysis total error was made for 6 of the 19 target compounds. Due to the lack of endogenous- compounds data, substitute measurements for precision were used for 3 of these 6 compounds, while estimates could not be made at all for the other 13 compounds. The total error estimates for each of the 6 compounds were within the EPA guidelines for accep- tability (below 50 percent). Based on limited data, it appears that data of acceptable quality can be produced with the analy- tical procedures used for the compounds for which estimates could be made. D. Analysis of Urine for Semivolatiles Urine specimens from a total of 51 sample persons were analyzed at TAG fdr the presence of eight phenol compounds using the electron capture gas chromatpgraphy method of T. M. Shafik (see appendix C). Four of the eight tested compounds were de- tected. Only pentachlorophenol (PCP) was detected in a signifi- cant number of specimens; PCP had a 75-percent detection rate and a mean positive value of 4.3 ppb. Three other compounds (3,5,6- trichloro-2-pyridinol; p_-nitrophenol; and 2,4,5-trichlorophenol) were detected, but in less than 4 percent of the specimens. An assessment of chemical analysis total error (defined in section V.E.5) showed that of the eight target compounds, only two compounds, 3,5,6-trichloro-2-pyridinol and 2,4,5-trichoro- phenoxy acetic acid (2,4,5-T) were within the EPA guidelines criterion of below 50-percent total error. Because of the lack of endogenous-compounds data, chemical analysis precision had to be estimated from the percent coefficient of variation of the spiked-split duplicates for every compound except PCP. The total error for PCP was 83 percent, based upon a 9.1 percent coeffi- cient of variation of duplicate measurements and a 45-percent chemical analysis percent recovery. E. Conclusion The great majority of target compounds (32 of 37) were not detected. For volatiles, only chloroform was consistently detected, and only chloroform showed an acceptable total error rate. For semivolatiles in serum, only three compounds were consistently detected: pp'-DDT; pp'-DDE; and trans-nonachlor. Total error rates for these three compounds were acceptable, as were the rates for three additional compounds for which sub- stitute data quality estimates were made. Only one semivolatile compound, PCP, was consistently detected in urine. Substitute measurements permitted the estimation of total error for all eight compounds; however, of these, only two compounds had total error estimates within acceptable limits. The total error esti- mates for the PCP analytical data were not within the acceptable limits. ------- Judging from the high total error estimates made, it appears that problems may exist with the analytical methods for volatiles in blood and for semivolatiles in urine. The method for semi- volatiles in serum appears to produce data of acceptable quality. Again, it should be stressed that because of the small sample sizes and lack of endogenous-compounds data, these results should be considered preliminary. Further study is needed to more accurately assess data quality from these methods. 8 ------- III. SAMPLE SELECTION AND DATA COLLECTION OVERVIEW The pilot study site, El Paso, Texas, was selected by NCHS because of its high proportion of Hispanic residents. An area probability sample of El Paso households was selected, and study participants were chosen from eligible households within the sample. Households were considered eligible if at least one member was of Hispanic descent. Selected participants were administered a health history questionnaire in the home and then scheduled for a detailed physical examination at a mobile exam- ination center. As part of the physical examination process, blood and urine specimens were collected from each participant. NCHS collected specimens for EPA from a systematic subsample of study partici- pants who were 12-74 years of age. Whole blood was collected for volatile analysis, and serum and urine were collected for semi- volatile analysis. Table 3 depicts the number of specimens that EPA received within each age group for each matrix. The response rate for the EPA component was significantly lower than expected within each category, in most cases lower than 50 percent. ------- Table 3. Number of Specimens Collected by Type in the El Paso, Texas, Pilot Study Site Number of EPA sample persons from whom specimens were Matrix Age group collected Serum 20-74 years 59 Urine 12-74 years 54 Blood 12-19 years 58 10 ------- IV. QUALITY ASSURANCE PLAN OVERVIEW A quality assurance plan was implemented by EPA during the pilot study in order to assess and set objectives for data qual- ity and provide a method for identifying specific problems or factors affecting data quality. The plan was designed to assess overall measurement error and chemical analysis precision and accuracy, and to identify specific biases such as specimen con- tamination or degradation. The quality assurance procedures that were implemented in the pilot are summarized below. Specific procedural details and the data assessment results are presented in sections V through VII. A. Field Controls Field controls were used to monitor specimen contami- nation and degradation occurring in the field and during ship- ping. The controls, which consisted of both spiked and blank (unspiked) specimens, were prepared from a large homogenous matrix pool on a weekly basis at RTI and shipped overnight to the collection site. At the collection site, the controls were stored with the survey specimens and then included in the ship- ment of specimens to the laboratories. The arrival of controls at the collection site was timed so that each set of controls would remain there for the same length of time as the longest holding time for survey specimens, in order to provide data on a worst case storage-time basis. Two blanks and two spikes (spiked specimens) of each matrix were prepared to accompany each specimen shipment to the labora- tories. RTI also prepared matching laboratory controls for each field control set and shipped these directly to the laboratories. Upon receipt at the laboratories, one-half of the field controls—one spike and one blank from each shipment—were chem- ically analyzed. The remaining field controls and the matching laboratory controls were held in reserve for analysis in case problems were detected in the analysis of the initial field controls. The identity of field controls was not known to the chemists at TAG; however, at the Miami lab, it was not feasible to prevent the chemist from knowing the identity of the contents to be analyzed because of limited staff. B. Replicate Specimen Analysis In order to obtain estimates of measurement error, a subsample of specimens was independently analyzed in duplicate. Various types of duplicates were used in order, to provide dif- ferent levels of precision estimates. Due to the differences in procedures among blood, serum, and urine collection and proces- sing, the procedures for collecting and analyzing duplicates were not identical for each matrix. The general types and purposes of 11 ------- replicate analyses are listed below, and the specific procedures for each matrix are described in sections V-VII. Field Duplicates - Blood was drawn into separate vacuum tubes and processed and analyzed independently. This type of repli- cate analysis provided the best estimates of overall study precision. It was not possible to collect this type of duplicate for urine due to the nature of urine collection. Field Splits - For serum semivolatile speci- mens, duplicate aliquots were prepared. This type of duplicate provided an estimate of precision from the point of specimen split- ting through chemical analysis. Lab-Split Duplicates - Specimens, either sin- gle or duplicate halves, were split in the laboratory prior to chemical analysis. This provided the best estimate of chemical analy- sis precision. External Reference Duplicate Analyses - A subsample of blood specimens was sent to an external reference laboratory, RTI, for volatile analysis. These specimens were the field duplicates of specimens analyzed at the Miami lab. The results of the two analyses were compared to provide an estimate of interlaboratory chemical analysis precision. All chemical analyses were performed within "sets" consist- ing of groups of other specimens analyzed at the same time. In order to estimate the chemical analysis precision both within and among sets, some duplicates had both halves analyzed in the same set, and other duplicates had the halves analyzed in separate sets. C. Spiked-Split Duplicate Analysis Spiked-split specimens were used in order to estimate the compound percent recovery being obtained in the semivolatile chemical analyses. Spiked-split specimens were created by spik- ing only one of the two duplicate specimens. Upon chemical analysis, the measured difference between the spiked and unspiked specimens was divided by the known spiking amount to obtain the fractional recovery. 12 ------- V. ANALYSIS OF BLOOD FOR VOLATILE COMPOUNDS Blood specimens were shipped to the Miami Lab and chemically analyzed for the presence of selected volatile compounds. A quality assurance plan involving replicate analyses was developed and followed. As an external quality assurance procedure, a sub- sample of 20 duplicate specimens was analyzed by RTI. In order to determine if compound levels were changing, samples from two specimen pools were repeatedly analyzed over a 24-month time period. The analytical and quality assurance procedures and results are discussed below. A. Summary of Results The results at the primary laboratory show only chloro- form being detected consistently in levels above the minimum reporting level of 1 ppb. The median chloroform detection was 8.3 ppb. Bromoform and dibromochloromethane were detected by the primary laboratory in fewer than 10 percent of the specimens, with median positive values of 6.0 and 6.5 ppb, respectively. In the external reference laboratory (RTI), six of the ten target compounds were detected. Interferences and a resolution problem prevented data from being obtained for the remaining four com- pounds. RTI also found that the highest concentrations measured were those of chloroform. An interlaboratory chemical analysis comparison, however, showed that the Miami lab obtained mean chloroform values that were approximately 183 percent higher than did RTI. In order to assess the quality of the chemical analysis data, a total error estimate was calculated from a combination of the percent recovery and precision estimates of the chemical analyses. Due to the infeasibility of using spiked-split dupli- cates, the field spikes were used to estimate chemical analysis percent recovery. Since there were no endogenous-compounds precision data, field spikes were also used to estimate precision for every compound except chloroform, for which duplicate speci- mens were used. Of the ten target compounds, only the chloroform total error (36 percent) was within the EPA guidelines (USEPA 1979) for acceptability (below 50 percent). The remaining nine compounds all had unacceptable total error estimates, ranging up to 256 percent for dibromochloromethane. The small number of specimens and limited endogenous-compounds data limit the con- clusions that may be drawn from the data. The high total error rates and large interlaboratory differences suggest that problems exist with the analytical method. Analyses of the field blanks showed that chloroform was present at a mean concentration of 11.3 ppb. No other compounds were detected. The analysis of the field spikes showed a percent recovery for chloroform of 101 percent; however, the percent 13 ------- recoveries for the other compounds ranged from 0 to 290 percent, indicating that there were problems either with contamination and degradation in the field, or, more likely, with the analytical method. Field contamination seems unlikely since basically only chloroform was detected in the field blanks and survey specimens. Results from the degradation study showed that no changes in levels occurred over the 2^-month time period. B. Specimen Collection, Storage, and Shipping Blood specimens for volatile analysis were collected via brachial venipuncture into Becton-Dickinson green-top vacuum tubes. After the specimens were drawn, the containers were inverted several times in order to mix the anticoagulant present in the container. Specimens were labeled and immediately stored in the refrigerator in order to minimize the loss of volatile compounds. Specimens were collected from a total of 58 sample persons. Duplicate specimens were obtained from 39 of these sample persons by drawing blood into separate vacuum tubes. Specimens were shipped from the collection site to the Miami lab by overnight mail service. Insulated boxes with cold packs were used for shipping in order to maintain a cool temperature; however, it is known that the first several shipments of speci- mens arrived at the Miami lab at an ambient temperature. C. Analytical Methodology The method of Peoples and coworkers (appendix A), a purge/trap/desorb method based on that of Bellar and Lichtenberg, was used by both the Miami lab and RTI to determine the concen- tration of purgeable halogenated hydrocarbons in blood plasma. The procedure involves heating the specimen while ' purging the volatiles from the solution with a flow of an inert gas. The purged compounds are directed to an absorbent trap. After the purge/trap period is completed, the volatile analytes are therm- ally desorbed from the absorbent trap to a gas chromatograph programmed to provide complete resolution of all the compounds of interest. Other incidental compounds may cause interference problems. The Miami lab analyzed each specimen on two GC columns: N-octane and SP-1000. Peak heights were manually measured, and quantitations were based on the response of a single standard- analyte mixture. RTI analyzed each of 20 specimens once on an N-octane GC column. An integrator was used to measure peak area, and quanti- tation was based on a five-point standard calibration curve. 14 ------- D. Analytical Results 1. Limits for Detection and Reporting Level The minimum reporting level set by the Miami lab was 1 ppb. Compounds detected at levels between 0 and 1 ppb were reported as not detected (zero). RTI reported all compounds detected in amounts above the calculated quantitation limits: RTI minimum reporting levels Quantitation PPB for 1 mL Compound limit (ng) analysis volume _2 carbon tetrachloride 4.3 x 10 .043 _2 chloroform 3.4 x 10 .034 _2 1,1,1-trichloroethane 5.5 x 10 .055 _2 trichloroethylene 4.6 x 10 .046 _2 bromodichloromethane 5.9 x 10 .059 _2 tetrachloroethylene 3.8 x 10 .038 RTI also reported trace values that occurred. 2. Primary Laboratory Results Specimens from a total of 51* sample persons were analyzed by the primary laboratory. Since the majority of speci- mens were analyzed in duplicate, a total of 90 independent analy- ses were performed. Of the ten target compounds, only three were detected in levels above 1 ppb: chloroform, bromoform, and dibromochloro- methane. Of these, only chloroform was consistently detected in levels above 1 ppb, with 100 percent of the specimens containing concentrations between 2 and 4,000 ppb. The specimen! with the highest detected chloroform value, 4,000 ppb, was substantially higher than any amounts found in the other specimens, the next highest detected value was 165 ppb. Due to the great influence that this extreme value has on the mean and variance, these sta- *The remaining 7 specimens were either not analyzable or were used in the degradation study pool. tRTI analyzed this specimen also and reported a concentration of 120 ppb. 15 ------- tistics were calculated both with and without this value. Table 4 presents a summary of the chloroform data. The proportions above the 1 ppb detection level for bromo- form and dibromochloromethane were 5.9 and 7.8 percent, respec- tively. Table 5 presents a summary of the results for both compounds. Because the detection rate was so low, only the nonzero values were used in calculating statistics. 3. External Reference Laboratory Results No data were obtained by RTI for four of the ten target compounds. Due to unidentified late eluting general interferences, data were not obtained for three compounds: chlorobenzene, bromoform, and dibromochloromethane. The fourth compound, 1,2-dichloroethane, could not be quantitated because of a resolution problem with tetrachloroethylene under the N-octane column. Like the Miami lab,. RTI obtained the highest concentra- tions for chloroform. Of the six compounds for which results were obtained, three compounds other than chloroform were de- tected in amounts exceeding 1 ppb. These were 1,1,1-trichloro- ethane, tetrachloroethylene, and carbon tetrachloride. The values reported for these three compounds ranged up to 4.6 ppb. A summary of the RTI results is presented in Table 6. E. Quality Assurance Procedures and Results 1. Field Controls Field controls were prepared at RTI, shipped to and stored at the collection site, and then included in the specimen shipments to the Miami lab (sec. IV.C). Matching lab- oratory controls were prepared at RTI and shipped directly to the Miami lab. Upon receipt at the Miami lab, approximately one-half of the field controls and several of the matching lab controls were chemically analyzed. A total of eight blanks were analyzed: six field blanks and two matching lab blanks. Both types of blanks were found to contain similar levels of chloroform. The two lab blanks con- tained 11 and 9 ppb, and the six field blanks contained a mean chloroform concentration of 11.3 ppb. No other compounds were detected in either type of blank. Table 7 presents a summary of overall mean percent recov- eries, and percent recoveries for field and matching lab spikes. Seven field spikes and two matching lab spikes were analyzed, each spiked at varying levels. Because the spiking levels varied among the specimens, they are not included in the table. The de- tected levels were adjusted for the inherent presence of chloro- form in blood by subtracting out the mean detected level of chloroform found in the field and matching lab blanks. 16 ------- Table 4. Analysis of Blood for Volatiles: Summary of Chloroform Results* Number of specimens analyzed 51 Number of positive detections 51 Percent positive detections 100% Mean (ppb)a 18.7 Mean (ppb)b 96.8 Variance3 929 Variance13 3.12 x io5 Percent coefficient of variation3 163% Percent coefficient of variation 577% Minimum value (ppb) 2 Maximum value (ppb) 4,000 Second highest value (ppb) 165 Median (ppb)a 8.3 Twenty-fifth percentile (ppb)a 6.0 Seventy-fifth percentile (ppb)a 17.0 *Based on results reported by the Chemical Epidemiology Division, Department of Epidemiology and Public Health, University of Miami. aExcludes the high value of 4,000 ppb. Includes the high value of 4,000 ppb. 17 ------- Table 5. Analysis of Blood for Volatiles: Summary of Bromoform and Dibromochloromethane Results* Bromoform Dibromochloromethane Number of specimens analyzed Number of positive detections3 Percent positive detections Mean positive values (ppb) Median positive values (ppb) Minimum reported value (ppb) Maximum value (ppb) Variance of the positive values Coefficient of variation of the positive values 51 3 5 Qa/ J • y/o 5.8 6 4.5 7 1.6 21.6% 51 4 *7 Q°/ / .O/o 6.5 6.5 3 10 16.3 62.2% *Based on results reported by the Chemical Epidemiology Division, Department of Epidemiology and Public Health, University of Miami. aAbove the minimum reporting level of 1 ppb. 18 ------- Table 6. Analysis of Blood for Volatiles: Summary of External Reference Laboratory Results* Compound' Bromo- dichloro- methane Trichloro- ethylene 1,1,1- Tetra- Trichloro- chloro- ethane ethylene Carbon Chloro- tetra- form chloride Number and percent positive detections (excluding trace detections) Number and percent trace detections Number and percent 2(10%) 2(10%) 7(35%) 3(15%) 14(70%) 14(70%) 19(95%) 2(10%) 0 (0%) 0 (0%) 0 (0%) 2(10%) of values > 1 ppb Mean (ppb) Mean positive value (ppb) Median positive value, (ppb) Maximum value (ppb) 0 (0%) .02 .2 .2 .3 0 (0%) .1 .3 .3 .5 3(15%) .6 .9 .6 4.6 4(20%) .9 1.2 .7 4.4 18(90%) 14.5 15.2 2.7 120 1 (5%) .1 .8 .2 1.5 *Based on analyses of 20 specimen analyses reported by the Analytical Sciences Division, Research Triangle Institute. aDue to interferences, no data were obtained for chlorobenzene, bromoform, dibromo- chloromethane, and 1,2-dichloroethane. Trace is defined as below the minimum quantitation levels defined in section V.C.I. ------- Table 7. Analysis of Blood for Volatiles: Results of Analyzing Field and Matching Laboratory-Spiked Specimens* Mean percent recovery Matching Compounds Overall Field spikes lab spikes Bromodichloromethane Bromoform Carbon tetrachloride Chlorobenzene Chloroform Dibromochloromethane 1 , 2-Dichloroethylene Tetrachloroethylene 1,1, 1-Trichloroethane Trichloroethylene 155 100 87 56 101 134 121 86 156 115 177 95 93 72 102 130 121 77 118 108 80 119 67 0 98 149 119 90 290 141 Note: The mean positive values have been adjusted by subtracting the mean concentration found in the blanks; chloroform was the only compound affected. *Based on results of analyzing 7 field spikes and 2 matching lab- oratory spikes at the Chemical Epidemiology Division, Department of Epidemiology and Public Health, University of Miami. The relative percent bias is estimated by the difference of the mean percent recovery and 100 percent. 20 ------- The overall mean percent recovery for chloroform was excel- lent, approximately 101 percent. The mean percent recoveries for the other compounds ranged from 0 to 290 percent, indicating either problems with contamination and degradation in the field, or, more likely, problems with the analytical method. Field contamination seems unlikely, however, since only chloroform was detected in any frequency in the field blanks and survey specimens. 2. Overall Study Precision The majority of specimens (39 of 58) were collec- ted in duplicate in the field (blood drawn in separate vacutain- ers) and independently analyzed. In addition to the field dupli- cates, ten specimens were split and independently analyzed at the Miami lab. Approximately one-half of all duplicates were ana- lyzed in the same set, and approximately one-half were analyzed in separate sets.* Due to a logistical problem at the primary laboratory that prevented specimen renumbering and relabeling, the identities of duplicate specimens was known to the chemist performing the analyses. An estimate of overall study precision was obtained by comparing the results obtained from the analyses of both field duplicates (blood collected and processed in separate vacutain- ers), and laboratory-split duplicates at the primary laboratory. Both types of duplicates were analyzed both within and among sets. A total of 39 duplicate specimen pairs were analyzed at the Miami lab; 10 pairs were laboratory splits and the remaining pairs were field duplicates. 2 A pooled estimate of variance, s , was calculated using T ^ / TT ^T \ ™ 2 where s denotes estimate of variance, X. . represents the jth measurement on the ith pair, X. is the mean of the ith pair, and 2 n is total number of duplicate pairs (39). For chloroform, s was equal to 5.76. The coefficient of j/ariation, 17.7 percent, was obtained by dividing s by X where X is the overall mean of the 39 pairs. The variance was not calculated for bromoform or dibromo- chloromethane because of the low frequency of detection. Bromo- form was detected in only one duplicate pair; the values obtained *A set consisted of all specimens analyzed on the same day, usually 1-3 specimens. 21 ------- were 4 and 5 ppb. Dibromochloromethane was detected in two duplicate pairs; in one pair the values were the same, and in the other pair the values were 6 and 14 ppb. 3. Chemical Analysis Precision Estimates Using Field Spikes As noted in the preceding sections, not much data were obtained on compounds endogenous to the blood. Only chloro- form was detected with sufficient frequency to obtain reliable estimates of the chemical analysis precision. In order to sup- plement the limited endogenous-compounds data available, the field spikes and matching lab spikes were used to provide esti- mates of the chemical analysis precision for all ten compounds. The coefficient of variation was calculated separately for field and matching lab spikes and overall. The overall coefficients of variation ranged from 23 percent for 1,2-dichloroethylene to 111 percent for dibromochloromethane. .Only dibromochloromethane was higher than 41 percent. Table 8 presents these estimates. 4. Comparison of Interlaboratory Chemical Analysis An estimate of the chemical analysis precision between the primary and reference laboratories was calculated from the results of the 20 specimens that were analyzed by both laboratories. Chloroform is the only compound for which both laboratories obtained positive results, and it is the only com- pound for which precision was estimated. The mean and variance of the differences in detected values between laboratories were calculated both including and excluding the specimen for which the Miami lab obtained a value of 4,000 ppb, since RTI obtained a much lower value (120 ppb) for the same specimen. The Miami lab obtained higher chloroform values than did RTI for each of the 20 specimens. When the 4,000 ppb speci- men was excluded, the mean difference was 16.37 and the variance of the differences was 623.45; the mean was found to be signif- icant at the .01 level. When the 4,000 ppb specimen was exclud- ed, the Miami lab was 183 percent higher than was RTI. After including the 4,000 ppb specimen, the mean difference was 209, and the variance of the differences was 746,974. After including the 4,000 ppb specimen, the Miami lab was 1,447 percent higher than was RTI. 5. Total Accuracy Estimates for Chemical Analysis Chemical analysis total error was estimated for each compound by using both the chemical analysis bias (percent recovery) and precision information. Due to the infeasibility of using spiked-split duplicates, the percent recovery of the field spikes was used to estimate chemical analysis percent recovery. 22 ------- Table 8. Analysis of Blood for Volatiles: Estimates of Chemical Analysis Precision From Field and Laboratory Spikes* Compounds Bromodichlorome thane Bromoform Carbon tetrachloride Chlorobenzene Chloroform Dibromochloromethane 1 , 2-Dichloroethylene Tetrachloroethylene 1,1, 1-Trichloroethane Trichloroethylene Coefficient Field spikes 39 28 19 51 36 110 24 31 50 36 of variation Lab spikes 0 21 40 0 11 113 21 0 8 32 (percent) Overall 30 26 24 40 30 111 23 24 41 35 *Based on results from the analysis of 7 field spikes and 2 matching laboratory spikes at the Chemical Epidemiology Division, Department of Epidemiology and Public Health, University of Miami. 23 ------- Since there were no endogenous precision data, the coefficient of variation of the field spikes was used to estimate precision for every compound except chloroform, for which the coefficient of variation of duplicate analyses was used. Two estimates were calculated for each compound. The Total Error was calculated by: percent recovery - 100| + 2 (percent coefficient of variation) . The twice Root Mean Square Error was calculated by: 2 [(percent recovery - 100)2 + (percent coefficient 2 i- of variation) ] 2 . The estimates for both Total Error and twice the Root Mean Square Error are presented in Table 9. Only one compound, chlor- oform, had either Total Error or Root Mean Square Error less than 50 percent, the EPA guidelines acceptance criterion. The Total Error for chloroform was 36 percent. The remaining nine com- pounds had Total Errors or Root Mean Square Errors of unaccept- able proportions, ranging up to 256 percent for dibromochloro- methane. 6. Compound Degradation In order to determine if changes in compound levels were occurring in specimens over time, samples from two specimen pools were repeatedly analyzed over a 2H-month time period. The plasma pools were created by combining several study specimens, each pool containing a different composite. One specimen from each pool was analyzed approximately every 2 weeks over the 2V-month period. Chloroform was the only com- pound detected in either pool. The results, depicted in the graph in Figure 1, show no apparent trends in the levels of chloroform over time. 24 ------- Table 9. Analysis of Blood for Volatiles: Estimates of Chemical Analysis Total Error Using Field Spikes* 2 RMSE Compound (percent) Bromodichloromethane Bromoform Carbon tetrachloride Chlorobenzene Chloroform Dibromochlorome thane 1 , 2-Dichloroethylene Tetrachloroethylene 1,1, 1-Trichloroethane Trichloroethylene 125 52 55 119 36C 232 62 62 139 76 Total error (percent) 115 52 61 124 36C 256 67 68 138 85 *Based on results from the Chemical Epidemiology Division, Department of Epidemiology and Public Health, University of Miami. aTwo Root Mean Square Error (RMSE) o = 2 [(percent recovery - 100) 2 l* + (percent coefficient of variation) ]% Total Error = I percent recovery - 1001 + 2 (percent coefficient of variation). The percent coefficient of variation of the duplicate analyses was used for chloroform. 25 ------- 26 24 22 20 18 16 14 O) o '^ (0 I § 12 o •o . Q> en 10 . 8 6 4 2 Pool 1 Pool 2 J I I I 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 Day Figure 1. Stability of Chloroform Levels in Pooled Specimens Over Time. 26 ------- VI. ANALYSIS OF SERUM FOR SEMIVOLATILES Serum specimens were shipped to the EPA Toxicant Analysis Center (TAG) and analyzed for the presence of selected semivola- tile compounds (Table 2). A quality assurance plan involving replicate analyses and spiked-split duplicate analyses was devel- oped and followed. The analytical and quality assurance proce- dures and results are discussed below. A. Summary of Results Only 6 of the 19 tested compounds were detected: trans- nonachlor; pp'-DDT; pp'-DDE; p-BHC; dieldrin; and 6-BHC. Of these, only three yielded reporting levels in a significant number of specimens: in 44 percent of the specimens, pp'-DDT was measured with a mean positive value of 3.2 ppb; in 100 percent of the specimens, pp'-DDE was measured with a mean value of 34.2 ppb; and in nearly 85 percent of the specimens, p-BHC was meas- ured with a mean positive value of 2.4 ppb. In order to assess the quality of the chemical analytical data, total error estimates were calculated based upon a combina- tion of the chemical analysis percent recovery and analytical precision estimates. Chemical analysis percent recovery was estimated from the spiked-split duplicates. The percent coeffi- cient of variation of the lab-split duplicates was used to esti- mate precision for the three compounds frequently detected: pp'-DDE, pp'-DDT, and p-BHC. Precision for trans-nonachlor, dieldrin, and oxychlordane was estimated from the percent coeffi- cient of variation of the spiked-split duplicates. Due to the lack of endogenous-compounds data, total error estimates could be made for only 6 of the 19 target compounds. The accuracy esti- mates were within the EPA guidelines (USEPA 1979) for acceptabil- ity (below 50 percent) for each of the six compounds. It there- fore appears that the analytical procedures resulted in data of acceptable quality for the six compounds, although the small sample sizes and the use of substitute precision measurements limit the conclusions that can be drawn from the data. After comparing duplicates analyzed within the same set to duplicates analyzed in separate sets, much better precision was obtained from within-set analyses, suggesting large measurement differences from set to set. The analysis of the field blanks showed moderate levels of pp'-DDE and hexachlorobenzene. Analysis of the field spikes showed that the majority of percent recoveries fell within the 75 to 125 percent range. Two compounds, heptachlor and oxychlor- dane, had very high percent recovery estimates of 161 and 130 percent, respectively. Field contamination seems unlikely, however, since the two compounds were not detected in either 27 ------- field blanks or survey specimens. Three compounds were detected that were not present in the spiking solution: op'-DDT; 6-BHC; and dieldrin. This suggests that false positives may be produced using the analytical method since none of the three compounds were detected in the field blanks. B. Specimen Collection, Storage, and Shipping Blood specimens were drawn via brachial venipuncture into red top Becton-Dickinson vacuum tubes. Several specimens were drawn from each participant. After collection, the tubes were stored upright at room temperature until clots formed, and then centrifuged. After centrifuging, the serum from each tube was drawn off by suction into a temporary storage container, and EPA's subspecimens were removed using a disposable pipette. Specimens were labeled and stored in the freezer until shipment to the laboratory. Specimens were shipped to the laboratory in insulated containers packed with dry ice in order to maintain the frozen state. C. Analytical Methodology Serum specimens were extracted and the analytes of interest were determined by electron capture gas chromotography. The procedure in the EPA reference manual (EPA-600/8-80-030, June 1980, Analysis of Human Blood or Serum in Analysis of Pesticide Residues in Human and Environmental Samples, RTP, NC) was fol- lowed exactly. D. Analytical Results 1. Detection and Reporting Level Limits The minimum reporting levels set by TAG for this study are listed below. Compounds detected in amounts below these levels were reported as zero, except in the case of spiked- split specimens, where trace values were reported. Minimum reporting Compound level (ppb) a-BHC 1 P-BHC 2 6-BHC 1 y-BHC 1 op'-DDD 2 pp'-DDD 2 op'-DDE 2 pp'-DDE 2 28 ------- Minimum reporting Compound level (ppb) opf-DDT 2 pp'-DDT 2 dieldrin 2 endrin 2 heptachlor epoxide 1 heptachlor 1 hexachlorobenzene 1 mirex 4 oxychlordane 2 PCB's (Arochlor 1254) 20 trans-nonachlor 1 2. Results Specimens from a total of 59 sample persons were analyzed for the presence of 19 separate compounds. Six of the 19 target compounds had levels measured above the minimum re- porting level: p-BHC; 6-BHC; pp'-DDE; pp'-DDT; dieldrin; and trans-nonachlor. Of these, only three yielded reporting levels in a significant number of specimens. Table 10 presents a summary of these results: in 44 percent of the specimens, pp'-DDT was measured with a mean positive value of 3.2 ppb; in 100 percent of the specimens, pp'-DDE was measured with a mean positive value of 34.2 ppb and the values ranged from 105 to 10 ppb; in nearly 85 percent of the specimens, p-BHC was measured with a mean positive value of 2.4 and the median positive value was 2 ppb; in two specimens, trans-nonachlor was measured with a mean positive value of 1.2 and the median positive value was 0.7 ppb; in only one specimen, dieldrin was measured at 1 ppb; and in one speci- men, 6-BHC was also only measured at 0.9 ppb. 29 ------- Table 10. Analysis of Serum for Semivolatiles: Summary of pp'-DDT, pp'-DDE, and p-BHC Results* pp'-DDT pp'-DDE 0-BHC Number of specimens analyzed Number of positive detections Percent positive detections Mean of the positive values (ppb) Mean overall value (ppb) Median of the detected value (ppb) Median overall value (ppb) Minimum reported positive value (ppb) Maximum value (ppb) 59 26 44.1 3.2 1.4 2.8 0 1.5 8 59 59 100 34.2 34.2 29.7 29.7 9.5 105 59 50 84.8 2.4 2 2 1.9 .6 5.8 Variance of the positive values 2.4 414 1.6 Coefficient of variation of the positive values (Percent) 47.8 59.5 52.9 *Based on results reported by the EPA Toxicant Analysis Center. Above the minimum reporting level of 2 ppb. 30 ------- E. Quality Assurance Procedures and Results 1. Field Controls Field Controls were prepared at RTI, shipped to and stored at the collection site, and then included in the specimen shipments to the primary analysis laboratory (see sec. IV.C). Matching laboratory controls were prepared at RTI and shipped directly to the laboratory. Upon receipt at the primary laboratory, four field spikes and four field blanks were analyzed. All four field blanks showed levels of pp'-DDE, with a mean level of 7 ppb. Two blanks showed levels of hexachlorobenzene with a mean positive value of 0.6 ppb. The results of the field-spike analyses are presented in Table 11. Mean percent recoveries ranged from 0 for PCB's (Arochlor 1254) and mirex to 161 percent for heptachlor. Most compounds fell within the 75 to 125 percent recovery range. Endrin's mean percent recovery was 64 percent, while heptachlor and oxychlordane had recoveries of 161 and 130 percent, respec- tively. PCB's and mirex were spiked but not detected. It would be appropriate to compare the field-spike percent recoveries to the spiked-split duplicate percent recoveries; however, data are only available for five compounds. Of these five compounds, the pp'-DDT, pp'-DDE, and p-BHC data are compar- able. Trans-nonachlor had a field-spike recovery of 115 percent and a lab-spike recovery of 80 percent, and oxychlordane had a field-spike recovery of 130 percent and a lab-spike recovery of 90 percent. Field contamination of heptachlor and oxychlordane seems unlikely since the two compounds were not detected in either field blanks or survey specimens. 2. Plan for Set Structure and Analysis All specimens, including field spikes and blanks, were analyzed in analytical sets, a set consisting of a group of specimens analyzed at the same time under the same conditions. A randomization scheme was used to assign specimens to sets and to distribute duplicates both within and among sets. Specimens were renumbered so that the identity of duplicates would not be known to the chemist. In addition to the specimens, three standards, a method blank, and a standard reference material (SRM) were run with every set. Table 12 outlines the set structure and composition. Prior to analyzing any field specimens, TAG analyzed a number of SRM's and calculated the standard deviation from the resulting data. A control chart was constructed using these data, with the 31 ------- Table 11. Analysis of Serum for Semivolatiles: Results of Field-Spiked Specimens* Mean Coefficient Spiking positive Mean of level value Standard percent variation Compound (ppb) (ppb) deviation recovery (percent) Hexachloro- benzene trans- 0.9 0.9 0.3 106 29 Nonachlor pp ' -DDT op ' -DDE pp ' -DDE pp ' -DDD a-BHC P-BHC Y-BHC 6-BHC Aldrin Dieldrin Endrin Heptachlor Heptachlor epoxide PCB's Oxychlordane Mirex 1.7 5.8 0 2.6 3.3 1 1.2 1.3 0 1.2 0 1 1.1 1.5 3.5 1.2 1.1 2 5.8 0.5 0.6 3.2 1.2 1.2 1.1 0.8 0.9 0.7 0.7 1.7 1.5 NRt 1.5 NR 0.1 0.6 0.5 1.3 0.4 0.4 0.2 0.1 0.2 0.2 0.1 0.4 0.3 0.4 — 0.2 — 115 99 — 21 96 123 98 91 — 77 -- 64 161 101 — 130 ' -- 7 10 116 238 13 28 16 12 26 27 14 68 20 24 -- 11 — Note: The mean positive values have been adjusted by subtracting the mean compound level detection in the field blanks. *Based on the results of analyzing 4 field-spiked specimens at the EPA Toxicant Analysis Center. tNR denotes not reported. 32 ------- Table 12. Analysis of Serum for Semivolatiles: Set Structure and Composition Order 1 2 3 4 5 6 7 8 9 10 11 12 13 Type Standard3 Method Blank SRM Field Specimen Field Specimen Field Specimen Field Specimen Standard Field Specimen Field Specimen Field Specimen Field Specimen Standard Additional standards were run at the discretion of the analyst. Field specimens included serum specimens collected in the field and field spikes and blanks. 33 ------- upper and lower control limit lines being set at + 2 standard deviations. An SRM was run with every set and plotted on the control chart in order to provide information on both precision and accuracy. The SRM results are contained in appendix B. 3. Procedures for Replicate Specimen Analysis Various types of serum duplicates were analyzed in order to provide estimates of overall study and chemical analysis precision. In the original plans for the pilot, EPA was to receive two types of serum field duplicates: true field dupli- cates, created by collecting and processing blood in separate containers; and field-split duplicates, obtained by taking two specimens from a common serum pool after centrifuging (sec. IV.C). In addition to the two types of field duplicates, a third type of duplicate was to be created by splitting specimens in the laboratory just prior to chemical analysis. The three types of duplicates, created at three separate stages in the collection/processing/analysis process, were to provide some comparison as to the different levels of precision obtained at different stages in the study. Problems at the collection site, however, prevented EPA from obtaining as many field duplicates as originally planned. Additionally, no records were kept in the field to distinguish the two types of field duplicates, and many of the specimens that were received at TAG were of too low a volume to split again, thereby creating a shortage of lab-split duplicates. In light of these problems, it was decided (1) to treat all field duplicates as of the same type and (2) to create substitute lab-split duplicates (pseudo- duplicates) by compositing two single specimens from separate sample .persons and then resplitting these specimens for inde- pendent duplicate analyses. In all, four types of duplicates were analyzed. Field duplicates were analyzed either within the same set (internal duplicate), or in different sets (external duplicate). Lab-split duplicates that were created from pseudo-duplicates were also analyzed either within the same set (internal-split specimen), or in different sets (external-split specimen). These duplicates were analyzed both within and among sets in order to determine if precision was greater for specimens analyzed at the same time than for specimens analyzed during different time periods. 4. Analytical Procedures for Spiked-Split Specimens A subsample of lab-split duplicates was used to create spiked-split duplicate specimens in order to provide an estimate of the chemical analysis percent recovery. Spiked-split specimens were created by spiking one-half of a duplicate, and not spiking the other half. Both halves were independently ana- 34 ------- ,2 . n I _ i=l 2 I (X j=l .. . - X. 3 >2 lyzed, either within the same set (internal spiked-split dupli- cate) or in different sets (external spiked-split duplicate). 5. Precision Estimates a. Overall Measurement Precision Overall measurement precision was estimated for each compound by calculating a pooled estimate of variance for all field duplicates with a mean value greater than zero. Table 13 presents these estimates. The variance was calculated as follows: (1) LJ j- n 2 where s denotes estimate of variance, X^. represents the jth measurement on the ith pair, X. is the mean of the ith pair, and n is the total number of duplicate pairs with a mean value greater than zero. Table 14 presents precision estimates by compound for each of the four duplicate types: internal duplicate, external dupli- cate, internal split specimen, and external split specimen. The poorest precision was obtained with external field duplicates. b. Precision of Chemical Analysis Chemical analysis precision was estimated by two different methods. In the first method, a pooled estimate of variance for all lab-split duplicates with a mean greater than zero was calculated for each compound using eq. (1). The coeffi- cient of variation was obtained by dividing the square root of this variance by the overall mean for lab-split duplicates. In the second method, spiked-split duplicates were used to estimate precision by taking the coefficient of variation of the differ- ence between the spiked and nonspiked halves. Table 15 presents the two chemical analysis precision estimates for each compound. The difference between the chemical analysis precision obtained in within-set analyses and that obtained in among-set analyses was estimated by comparing internal and external field and lab-split duplicates. Again, precision was estimated from the coefficient of variation, obtained by dividing the square root of the pooled estimate of variance for internal and external duplicates with a mean greater than zero by the overall mean for each type of duplicate. As can be seen from Table 16, internal field and lab-split duplicates had better precision than external field and lab-split duplicates, indicating potential large set- to-set differences in the measurement process. 35 ------- Table 13. Analysis of Serum for Semivolatiles: Estimates of Overall Measurement Precision* Compound Coefficient of variation (C.V.) (percent)a trans-Nonachlor 141 pp'-DDT 60.9° pp'-DDE 20.2 P-BHC 77.2 6-BHC 141b *Based on the analyses of 19 field duplicate pairs at the EPA Toxicant Analysis Center. aThe coefficient of variation was calculated by dividing the square root of the pooled estimate of variance for all field duplicates (internal and external) with a mean > 0 by the overall mean for these specimens. Measured in only one specimen from one duplicate pair; because of this, the percent C.V. always equals the square root of 2 times 100. c Measured in specimens from 44 percent of the sample persons overall. 36 ------- Table 14. Analysis of Serum for Semivolatiles: Precision Estimate by Duplicate Type* Coefficient of variation (C.V.) (percent)3 Compound trans-Nonachlor pp ' -DDT pp ' -DDE P-BHC 6-BHC Internal field duplicate NDe 2.2d 14.7 21.8 141C Internal lab split 11. lb 8.8d 16.8 13.9 ND6 External field duplicate 141C 62. 8d 22.8 92 NDe External lab split NDe 1.0d 9 22.8 ND6 *Based on the analyses of 9 internal field duplicate specimens, 4 internal lab splits, 10 external field duplicates, and 4 ex- .ternal laboratory splits at the EPA Toxicant Analysis Center. aThe coefficient of variation was calculated by dividing the square root of the pooled estimate of variance for all dupli- cates (internal and external) with a mean > 0 by the overall mean for these specimens. Measured in only one duplicate pair (in both specimens). Q Measured in only one specimen from one duplicate pair; because of this, the percent C.V. always equals the square root of 2 times 100. Measured in specimens from 44 percent of the sample persons overall. eNot detected. 37 ------- Table 15. Analysis of Serum for Semivolatiles: Estimates of Chemical Analysis Precision* Coefficient of variation (C.V.) (percent) trans-Nonachlor pp ' -DDT pp ' -DDE P-BHC Dieldrin Oxychlordane C.V. for all lab split duplicates 11.1° 6.8d 14.8 17.3 NDe NDe C.V. for differences between spiked and nonspiked 11 15.3 67.5 8.2 8.9 9.1 *Based on the analyses of 8 lab-split duplicate pairs and 12 spiked-split duplicate pairs at the EPA Toxicant Analysis Center. aThe coefficient of variation was calculated by dividing the square root of the pooled estimate of variance for all lab-split duplicates with a mean > 0 (internal and external) by the over- all mean for these specimens. The results from 8 specimen pairs (16 analyses) were used in the calculations. The coefficient of variation of the difference between the spiked and unspiked halves of spiked-split specimens. Results from 12 specimen pairs (24 analyses) were used in the calcu- lations. °Measured in only one duplicate pair (in both specimens). Measured in specimens from only 44 percent of the sample persons overall. eNot detected. 38 ------- Table 16. Analysis of Serum for Semivolatiles: Estimates of Within- and Among-Set Chemical Analysis Precision* Coefficient of variation (C.V.) (percent) Compound trans-Nonachlor pp ' -DDT pp ' -DDE P-BHC 6-BHC Internal duplicates 11. ld 8.1f 15.9 18.5 1416 External duplicates0 141e 55. 8f 20.7 85.2 NDg *Based on the analyses of 14 external duplicate pairs and 13 internal duplicate pairs at the EPA Toxicant Analysis Center. The coefficient of variation was calculated by dividing the square root of. the pooled estimate of variance for all specimens with a mean > 0 by the overall mean for these specimens. Field duplicates and lab-split duplicates with both specimens analyzed in the same set. °Field duplicates and lab-split duplicates with both specimens analyzed in separate sets. "Treasured in only one duplicate pair (in both specimens). eMeasured in only one specimen from one duplicate pair; because of this, the percent C.V. always equals the square root of 2 times 100. Measured in specimens from 44 percent of sample persons overall. %ot detected. 39 ------- 6. Chemical Analysis Percent Recovery Accuracy of the analytical method was estimated by calculating the chemical analysis percent recovery for each compound. Spiked-split duplicate analyses were used for this purpose. Percent recovery was estimated by dividing the mean difference between the spiked and unspiked halves by the spiked amount. Table 17 presents the estimated percent recoveries for each spiked compound. The percent recoveries ranged from 83 percent for pp'-DDT to 99 percent for dieldrin. 7. Total Error Estimates Total analytical error was estimated from six compounds using both the chemical analysis bias (percent recov- ery) and precision information. Chemical analysis percent recov- ery was estimated from the spiked-split duplicates, as discussed in section VI.D.4. The percent coefficient of variation of the lab-split duplicates was used to estimate precision for the three compounds frequently detected: pp'-DDE (100 percent); pp'-DDT (44 percent); and p-BHC (85 percent). Due to the lack of endogenous-compounds data, precision estimates for trans- nonachlor, dieldrin, and oxychlordane was estimated from the percent coefficient of variation of the difference between the spiked and nonspiked halves of spiked-split duplicates. Table 15 presents both types of precision estimates. Two estimates of chemical analysis total error were calcu- lated for each of the six compounds. The Total Error was calcu- lated by: percent recovery - 100 + 2 (percent coefficient of variation) . The twice Root Mean Square Error was calculated by: 2 [(percent recovery - 100)2 + (percent coefficient 2 \, of variation) ] 2 . The estimates for both Total Error and twice Root Mean Square Error are presented in Table 18. With the analytical procedures, data of acceptable quality were produced for the six compounds; the total error estimates are all under 50 percent, which is the EPA guidelines acceptability level. 40 ------- Table 17. Analysis of Serum for Semivolatiles: Mean Percent Recovery by Compound* Compound trans -Nonachlor pp ' -DDT pp ' -DDE P-BHC Dieldrin Oxychlordane Spiked amount (ppb) 20 40 20 20 20 20 Mean difference 17.1 33.0 18.5 17.5 19.8 17.9 Mean percent recovery 86 83 93 88 99 90 *Based on the analysis of 12 spiked-split duplicate specimen pairs at the EPA Toxicant Analysis Center. 41 ------- Table 18. Analysis of Serum for Semivolatiles: Estimates of Chemical Analysis Total Error* Compound trans-Nonachlor pp ' -DDT pp ' -DDE P-BHC Dieldrin Oxychlordane Percent 2 RMSE 36 37 33 42 18 27 Percent , total error 36 31 37 47 19 28 *Based on the analyses of 12 spiked-split specimens at the EPA Toxicant Analysis Center. aTwo Root Mean Square Error (RMSE) 2 = 2 [(percent recovery - 100) 2 4- + (percent coefficient of variation) ] 2. Total Error percent recovery - 1001 + 2 (percent coefficient of variation). 42 ------- VII. ANALYSIS OF URINE FOR SEMIVOLATILES Urine specimens were shipped to the EPA Toxicant Analysis Center (TAG) and chemically analyzed for the presence of selected semivolatile compounds (phenols). A quality assurance plan involving field controls, replicate analyses, and spiked-split duplicate analyses was developed and followed. Table 2 presents the list of target compounds. The analytical results and quality assurance procedures are discussed below. A. Summary of Results Four of the eight target compounds were detected; how- ever, only one compound, pentachlorophenol (PCP), was measured in a significant number of sample persons (74.5 percent positive). The mean positive value was 4.3 ppb and the variance was 5.7. The compounds 3,5,6-trichloro-2-pyridinol, p_-nitrophenol, and 2,4,5-trichlorophenol were measured in less than 4 percent of the specimens. In order to assess the quality of the chemical analysis data, a total error estimate was calculated from the chemical analysis percent recovery and precision estimates. Percent recovery was estimated from the spiked-split duplicates. Because of the lack of endogenous-compounds data for every compound except PCP, precision was estimated from the percent coefficient of variation of the spiked-split duplicates, except for PCP, where the percent coefficient of variation of all duplicates was used. The total error estimates show that only two of the target compounds, 3,5,6-trichloro-2-pyridinol and trichlorophenoxy acetic acid (2,4,5-T), were within the EPA guidelines criterion (USEPA 1979) of less than 50 percent total error. The remaining six compounds, including PCP, had unacceptable error rates. The chemical analysis precision for PCP was fairly good, 9.1 percent; however, the mean percent recovery was only 45 percent. The total error estimates suggest that problems may exist with the analytical method for six of the eight target compounds, includ- ing PCP; however, the small sample sizes and lack of endogenous- compounds data limits the conclusions that may be drawn from the data. The analysis of the three field blanks showed the presence of PCP, the mean value being 5.5 ppb. Of the three field spikes analyzed, two compounds, p_-nitrophenol and 2,4,5-trichlorophenol, appeared to have abnormal recoveries, indicating that degradation or contamination may have occurred in the field. However, no firm conclusions can be drawn from a sample size of only three field spikes. 43 ------- B. Specimen Collection, Storage, and Shipping EPA received urine specimens from a subsample of study participants. Each EPA specimen was an aliquot drawn from a larger urine sample. Upon collection, specimens were labeled and stored in the freezer until shipment to the laboratory. Speci- mens were then shipped to the laboratory in insulated containers packed with dry ice in order to maintain the frozen state. C. Analytical Methodology Urine specimens were extracted and the analytes of interest determined by electron capture gas chromotography. The procedural details are described in "Multiresidue Procedure for Halo- and Nitrophenols. Measurement of Exposure to Biodegradable Pesticides Yielding These Compounds as Metabolites," (T. M. Shafik et al.). A copy of the procedure is contained in appen- dix C. D. Analytical Results 1. Detection and Reporting Level Limits The minimum reporting levels set by TAG for this study are listed below. Compounds detected in amounts less than these levels were reported as zero, except in the case of spiked- split specimens, for which the actual values were reported. Minimum Reporting Compound . Level (ppb) pyridinol 3 2,4,5-trichlorophenol 5 pentachlorophenol (PCP) 2 p_-nitrophenol 10 dicamba 2 dichlorophenoxy acetic acid (2,4-D) 10 silvex 5 trichlorophenoxy acetic acid (2,4,5-T) 5 2. Results * Specimens from a total of 51 sample persons were analyzed for the presence of 8 phenol compounds. Only four of *Three urine specimens were not analyzed successfully due to laboratory technical problems. 44 ------- the tested compounds were measured: 3,5,6-trichloro-2-pyridinol; pentachlorophenol (PCP) ; p_-nitrophenol; and 2,4,5-trichlorophenol. Table 19 presents the percent positive measurements for each compound. Only one compound, pentachlorophenol (PCP), was detected in a significant number of sample persons (75 percent). The mean positive value was 4.3 ppb, and the variance was 5.7. Table 20 presents a summary of PCP results. The compound 3,5,6-trichloro-2-pyridinol was measured in specimens from one sample person, in both halves of duplicate analyses. The mean of the two duplicate halves was 5.1 ppb. P-nitrophenol was measured in two specimens, one with a value of 12.4 ppb and another with a value of 27.1 ppb. In one specimen, 2,4,5-trichlorophenol was measured with a value of 15.4 ppb. E. Quality Assurance Procedures and Results 1. Field Controls Field controls were prepared at RTI, shipped to and stored at the collection site, and then included in the specimen shipments to the laboratory (sec. IV.C). Matching laboratory controls were prepared at RTI and shipped directly to the laboratory. Upon receipt at the laboratory, three field blanks and three field spikes were analyzed. All three field blanks showed levels of PCP, the mean value being 5.5 ppb. No other compounds were measured in the blanks analyzed. Table 21 presents the results from the field spikes: Two compounds had unusual recovery levels. The percent recovery for p_-nitrophenol was only 39 percent, and the percent recovery for 2,4,5-trichlorophenol was at 135 percent. The percent recoveries obtained from the spiked-split specimens, by comparison, were 78 and 97 percent respectively, well within the expected range. 2. Plan for Set Structure and Analysis All specimens, including field spikes and blanks, were analyzed in analytical sets, a set consisting of a group of specimens analyzed at the same time under the same conditions. A randomization scheme was used to assign specimens to sets and to distribute duplicates both within and among sets. Specimens were 45 ------- Table 19. Analysis of Urine for Semivolatiles: Frequency of Detection by Compound* Compound 3,5, 6-Trichloro-2-pyridinol Dicamba 2,4-dichlorophenoxy acetic acid (2,4-D) Pentachlorophenol (PCP) p_-Nitrophenol 2,4,5-trichlorophenoxy acetic acid (2,4,5-T) Silvex 2,4, 5-Trichlorophenol Sample persons tested 51 51 51 51 51 51 51 51 Number with positive detection 1 0 0 38 2 0 0 1 Percent with positive detection 2.0 0 0 74.5 3.9 0 0 2.0 *Based on results reported by the EPA Toxicant Analysis Center. 46 ------- Table 20. Analysis of Urine Semivolatiles: Summary of PCP Results* Number of specimens analyzed . 51 Number of positive detections 38 Percent positive detections 74.5 Mean of the.positive values (ppb) 4.3 Mean overall value (ppb) 3.2 Median of the positive values (ppb) 3.5 Minimum reported positive value (ppb) 2.0 Maximum value (ppb) 14.6 Variance of the positive values 5.7 Coefficient of variation of the • positive values 56% *Based on results reported by the EPA Toxicant Analysis Center. 47 ------- •Table 21. Analysis of Urine for Semivolatiles: Results of Analyzing Field-Spiked Specimens* Compound 3,5, 6-Trichloro-2-pyridinol Dicamba 2 , 4-dichlorophenoxy acetic acid (2,4-D) Pentachlorophenol (PCP) p_-Nitrophenol 2,4, 5-trichlorophenoxy acetic acid (2,4,5-T) Silvex 2,4, 5-Trichlorophenol Spiking level (ppb) 26. 10. 19. 129 11. 11. 13. 16. 1 9 7 5 7 7 8 Mean detected level (ppb) 23.1 10 15.7 117 4.5 10 14 22.8 Measurement standard deviation 4 2 2 1 7 0 4 2 .0 .3 .2 .7 .7 .2 .2 .8 Mean percent recovery 87 92 80 90 39 85 102 135 Percent coefficient of variation 17 23 14 11 173 2 30 12 Note: The mean positive levels have been adjusted by subtracting the mean levels meas- ured in the field blanks. *Based on the analyses of 3 field-spiked specimens at the EPA Toxicant Analysis Center. ------- renumbered so that the identity of duplicate specimens would not be known to the chemist. In addition to the specimens, three standards, a method blank, and a lab spike were run with every set. Table 22 out- lines the set structure and composition. Prior to analysis of any field specimens, TAG analyzed a number of lab spikes and calculated the standard deviation. A control chart was con- structed using these data, with the upper and lower control limits set at the. mean ±2 standard deviations. A lab spike was run with every set and plotted on the control chart to provide information on both precision and accuracy. 3. Procedures for Replicate Specimen Analysis In order to provide estimates of chemical analysis precision, urine specimens were split in the laboratory and independently analyzed. Duplicates were analyzed both within the same set (internal duplicates) and in separate sets (external duplicates ) . 4. Procedures for Spiked-Split Specimen Analysis A subsample of duplicates was used to create spiked-split specimens in order to estimate chemical analysis percent recovery. Spiked-split specimens were created by spiking one-half of a duplicate; the other half was not spiked. Both halves were independently analyzed, either within the same set (internal spiked-split specimen) or in different sets (external spiked-split specimens). 5 . Chemical Analysis Precision Estimates a. Overall Estimate Overall chemical analysis precision was estimated for each compound by two different methods. In the first method, a pooled estimate of variance for all duplicates with a mean greater than zero was calculated using n 2 I I (X±. - X±)2 2 _ j=l j=i H x s n 2 where s denotes estimate of variance, X. . represents the jth measurement on the ith pair, X. is the mean of the ith pair, and n is the total number of duplicate pairs with mean value greater than zero. The coefficient of variation was obtained by dividing the square root of this variance by the overall mean for all duplicates with mean greater than zero. 49 ------- Table 22. Analysis of Urine for Semivolatiles: Set Structure and Composition Order 1 2 3 4 5 6 7 8 9 10 11 12 13 Type Standard3 Method Blank Lab Control (Spike) Field Specimen Field Specimen Field Specimen Field Specimen Standard Field Specimen Field Specimen Field Specimen Field Specimen Standard aAdditional standards were run at the discre- tion of the analyst. Field specimens included serum specimens collected in the field and field spikes and blanks. 50 ------- In the second method, spiked-split specimens were used to estimate precision by taking the coefficient of variation of the differences between the spiked and nonspiked halves. Table 23 presents precision estimates for each compound by each method. b. Within- and Among-Set Precision The precision obtained between specimens analyzed in the same set and the precision obtained when speci- mens are analyzed in separate .sets was estimated by the same methods as was used to estimate overall chemical analysis preci- sion. These estimates are given in Table 24. 6. Chemical Analysis Percent Recovery The chemical analysis percent recovery of each compound from spiked-split duplicates was estimated by dividing the mean difference between the spiked and unspiked halves by the spiked amount. Table 25 contains the estimated percent recov- eries for each spiked compound. The recoveries range from a low of 45 percent for pentachlorophenol (PCP) to 97 percent for 2,4,5-trichlorophenol. 7. Total Error Estimates Total error was estimated for each compound using both the bias (percent recovery) and precision information. Percent recovery was estimated from the spiked-split duplicates, as presented in Table 25. Because of the lack of endogenous- compounds data for every compound except for PCP, precision was estimated from the percent coefficient of variation of the spiked-split duplicates except for PCP, where the percent coeffi- cient of variation of all duplicates was used. Two estimates were calculated for each compound. The Total Error was calculated by: percent recovery - 100 | + 2 (percent coefficient of variation) . The twice Root Mean Square Error was calculated by: 2 [(percent recovery - 100)2 + (percent coefficient 2 \, of variation) ] 2 . The estimates for both Total Error and twice Root Mean Square Error are presented in Table 26. Of the eight target compounds, only two compounds, 3,5,6-trichloro-2-pyridinol and trichlorophenoxy acetic acid (2,4,5-T) had Total Error or twice Root Mean Square Errors within the EPA guidelines criterion (below 50 percent total error). The remaining six compounds, 51 ------- Table 23. Analysis of Urine Semivolatiles: Chemical Analysis Precision Estimates* Coefficient of variation (C.V.) (percent) Compound 3,5, 6-Trichloro-2-pyridinol Dicamba Dichlorophenoxy acetic acid (2,4-D) Pentachlorophenol ( PCP ) p_-Nitrophenol Trichlorophenoxy acetic acid (2,4,5-T) Silvex 2,4, 5-Trichlorophenol C.V. fora all duplicates .4C ND ND 9.1 141d ND ND 141d C.V. for . all spiked- nonspiked differences 10.3 28.5 13.1 26.8 26.5 10.9 27.3 84.9 *Based on analyses of analyzing 24 duplicate pairs and 25 spiked- split duplicate pairs at the EPA Toxicant Analysis Center. The coefficient of variation was calculated by dividing the square root of the pooled estimate of variance for all dupli- cates with a mean > 0 by the overall mean for these specimens. The coefficient of variation of the difference between the spiked and unspiked halves of the spiked-split specimens. £ Measured in specimens from only one sample person, in both halves of duplicate analyses. Measured in only one specimen from one duplicate pair; because of this, the percent C.V. always equals the square root of 2 times 100. 52 ------- Table 24. Analysis of Urine Semivolatiles: Within- and Among-Set Chemical Analysis Precision Estimates* Coefficient of variation (C.V.] Internal (within-set) Compound 3,5, 6-Trichloro- 2-pyridinol Dicamba Dichlorophenoxy acetic acid (2,4-D) Pentachlorophenol ( PCP ) p_-nitrophenol Trichloirophenoxy acetic acid (2,4,5-T) Silvex 2,4, 5-Trichlorophenol C.V.(%)C NDg NDg NDg 10.6 NDg NDg NDg NDg C.V.(%)d 9 18.6 10.7 26.1 36.2 13.4 15.2 29.4 1 (percent) External , (among-set) C.V.(%)C .4e NDg NDg 7.9 141f NDg NDg 141f C.V.(%)d 11.8 36.2 15.2 28.4 18 9 11.4 11 *Based on results reported by the EPA Toxicant Analysis Center. Duplicates with both specimens analyzed in the same set; 11 in- ternal spiked-split duplicates and 13 internal duplicates were analyzed. Duplicates with specimen halves analyzed in separate sets; 14 external spiked-split duplicates and 15 external duplicates were analyzed. GThe coefficient of variation was calculated by dividing the square root of the pooled estimate of variance for all dupli- cates with a mean > 0 by the overall mean for these specimens. The coefficient of variation of the difference between the spiked and unspiked halves of the spiked-split specimens. eMeasured in only one sample person, in both halves of duplicate analyses. Measured in only one specimen from one duplicate pair; because of this, the percent C.V. always equals the square root of 2 times 100. detected. 53 ------- Table 25. Analysis of Urine Semivolatiles: Mean Percent Recovery by Compound* Compound 3,5, 6-Trichloro-2-pyridinol Dicamba dichlorophenoxy acetic acid (2,4-D) pentachlorophenol (PCP) p_-Nitrophenol Trichlorophenoxy acetic acid (2,4,5-T) Silvex 2,4, 5-Trichlorophenol Spiked amount (ppb) 10 10 60 10 50 20 20 20 Mean difference 8.2 6.7 45.1 4.5 39.2 15.8 16.4 19.4 Mean percent recovery 82 67 75 45 78 79 82 97 *Based on the analysis of 25 spiked-split duplicates at the EPA Toxicant Analysis Center. 54 ------- Table 26. Analysis of Urine Semivolatiles: Estimates of Chemical Analysis Total Error* Percent3 Compound 2 RMSE 3,5, 6-Trichloro-2-pyridinol Dicamba Dichlorophenoxy acetic acid (2,4-D) Pentachlorophenol ( PCP ) p_-Nitrophenol Trichlorophenoxy acetic acid (2,4,5-T) Silvex 2,4, 5-Trichlorophenol 42 87 56 66C 69 47 65 170 Percent total error 39 90 51 83C 75 43 73 173 *Based on results reported by the EPA Toxicant Analysis Center. Chemical analysis percent recovery and precision was estimated from spiked-split duplicates. aTwo Root Mean Square Error (RMSE) 2 = 2 [(percent recovery - 100) 2 i- + (percent coefficient of variation) ] 2. Total Error = I percent recovery - 100| + 2 (percent coefficient of variation). cUsing field-spike percent recoveries, the RMSE drops to 14 per- cent and the Total Error drops to 28 percent; however, the spiked-split duplicates most likely provide a better estimate of chemical analysis percent recovery. 55 ------- including PCP, had unacceptable error levels. The chemical analysis precision for PCP was fairly good, 9.1 percent; how- ever, the spiked-split duplicate mean percent recovery was only 45 percent. As an alternative percent recovery estimate, the field-spike percent recovery for PCP, 90 percent, could be used, yielding a Total Error of 28 percent and Root Mean Square Error of only 14 percent. As previously stressed, however, field spikes are not ideal for estimating chemical analysis precision because of possible biases introduced in the field, and only three field spikes were analyzed, compared to 24 spiked-split duplicates analyzed. Spiked-split duplicates provide a better estimate of chemical analysis percent recovery. Judging from the limited data available, it seems appropriate to suggest that problems may exist with the analytical method for six of the eight target compounds, including PCP. 56 ------- REFERENCES "Multiresidue Procedure for Halo- and Nitrophenols. Measurement of Exposure to Biodegradable Pesticides Yielding these Compounds as Metabolites," J_._ Agric. and Food Chemistry. 21(2) :295-298. 1973. USEPA. 1979. U.S. Environmental Protection Agency. Manual for Analyzing Quality Control for Pesticides and Related Compounds in Human and Environmental Samples. Section 2K~! First Revision. Washington, DC: USEPA. EPA-600/1-79-008. 57 ------- 58 ------- APPENDIX A VOLATILES ANALYTICAL METHODOLOGY ------- Bull. Environm. Contain. ToxicoL 23,244-249 (1979) Determination of Volatile Purgeable Halogenated Hydrocarbons' in Human Adipose Tissue and Blood Serum A. J. Peoples, C. D. Pfaffenberger, T. M. Shafik*. and H. F. Enos University of Miami School of Medicine, Department of Epidemiology and Public Health, Chemical Epidemiology Division, 15655 S.W. 127th Avenue, Miami, Fla. 33177 Organohalogens have been detected in virtually all chlori- nated drinking vaters (ROOK 197**, 3ELLAR et_ al. 1971*, SYMONS et. al. 1975, THOMASOI? et_ al_. 1978). During a nationwide study (SCIONS et_ al,. 1975), concentration levels in the finished drink- ing vater of 79 cities of the United States vere established for six volatile purgeable halocenated hydrocarbons (VPKH's): chloro- form (CHCl^), bromodichloromethane (BDCM), dibronochloronethane (DBCM), bronofona (d-IBro), carbon tetrachloride (CCli,) and 1,2- dichloroethane (DCE). The health implications of these findings stimulated the development of a project to determine if any of these six substances or trichloroethylene (TCZ) could be detected in relatively snail samples of human adipose tissue (250 ag) or blood serum (0.5 ml) obtained from residents of Dade County, Florida, an area in vhich chloroform levels in excess of 300 Ug/1 (ppb) have been reported. Accordingly, the puree/trap/ desorb method of 3ELLAR and LICIITZirEERG (1971*) ^as modified to accomplish these objectives. The procedure reported here requires no extraction or clean-up step and is relatively inexpensive to perform. Each analysis is completed in about 30 minutes . MATERIALS AND METHODS Apparatus. A Tekmar Model LSC-1 liquid sample concentrator vas interfaced to a Tracer Model 222 cas chromatorjraph (CC) equipped vith a Hall electrolytic conductivity detector vhich vas operated in the halide specific =ode. The chromatographic column vas a 6-ft x 0.25-in I.D. c-ass U-tube containing n_-octane on 100-120 mesh Porasil C packing. .The CC operating conditions included: a nitrogen carrier gas flow-rate of 30 rJ./rnin, an inlet temperature of 1UO°, and a transfer line temperature of 210°. The Hall detector furnace vas maintained at 900° vith a hydrogen flov- rate of 1*0 ml/min and a solvent (1:1 n_-propanol: distilled vater) flov of 0,1* ml/min. A Finnigan Model bOOO gas chronatograph/nass spectrometer (CC/f-E) analytical system interfaced to a Tekcar liquid sar.ple concentrator vas used to confirm the identities of the compounds quantified by the gas chromatographic procedure. •Present address : Cyanamid, Cyan amid Agricultural Research Cta'-ion, Cyanor.id Overseas Corp., P.O. Box 1071, Alexandria, Egypt 0007-4861/79/0023-024) $01.20 © 1979 Springcr-Vcrlag New York Inc. ------- Both the GC and the GC/MS systems utilized a hot plate stirrer and a glycerol bath to heat the sample in the Teknar purging device. Solvents and Reagents,. Chloroform, carbon tetrachloride and hexane vere Pesticide Grade from Fisher Scientific Co. Trichloro- ethylene, 1,2-dichloroethane and bromofora vere from Aldrich Chemical Co.; bronodichloromethane and dibromochloronethane, from Columbia Organic Chemical Co. Dov Corning antifoam emulsion B vas from Fisher Scientific Co. and the n_-octane on 100-120 mesh Porasil C chronatographic packing vas purchased froa Supelco, Inc. Preparation of Standards. Tvo al each of carbon tetrachlo- ride, dibromochloromethane and bromoform and 1 ml each of chloro- form, tricnloroethylene, bromodichloronethane and 1,2-dichloro- ethane are diluted vith hexane to a final volune of 100 al (solu- tion l). The concentration of each component is calculated by using the respective specific gravities. One ml of solution 1 is quantitatively diluted to 100 ml vith hexane (solution 2), and a convenient vorking standard is prepared by diluting 0.1 ml of solution 2 to 25 al vith hexane. Use of 5 Hi of this solution leads to acceptable peak heights vhen the Hall detector attenua- tion is 10 x 8. A standard curve nay be obtained by using three hexane dilutions of solution 2: the vorking standard, 0.1 ml diluted to 50 ml (for 10 x k attenuation) and 0.2 ml diluted to 25 al (for 10 x 16 attenuation). (Although solutions 1 and 2 are stable at room temperature, fresh vorking ^-standards must be riade daily.) Procedure for Blood Serum. One nl of 1* aqueous antifoam is added to a 5-al purging device and the sample concentrator is operated in the Trap Bake Mode for 20 min vhile the trap temper- ature is 200°. (This procedure purges the system of all poten- tially interfering volatile compounds; hovever, a blank run say be nade at this time to be certain that the system is uncontami- nated.) The trap is then cooled to the ambient temperature. 3y means of a gas tight syringe, 0.5 ml of serum is introduced into the purging device and a purge flov-rate of 10 al/min is started. The lover portion of the purging device is immersed in a 115° stirred glycerol bath for 30 min.* To prevent steam contamination of the Tenax/silica gel trap, a small glass vapor trap or inter- ceptor is placed betveen the purging device and the adsorbent trap. After the pur^e/trap period is cor.plote, the adsorbed compounds are desorbed and transferred to the analytical column (60°) by heating the trap at 150° for 6 min. The GC column is then temperature programmed 7°/min to *Eoth serum and fat appear to have an inherent binding capacity for chloroform vhich can be overcome by purging at elevated temperatures. ------- Procedure for Adipose Tissue. Betvcen 200 and 500 mg of frozen adipose tissue is cut into thin strips and pushed to the bottom of a pre-purged, 5-ml TeJonar purging device. The purge flov-rate is adjusted to 10 ml/min, and the lover portion of the device is immersed in a 115° stirred glycerol "bath for 20 min. After the volatile components have been purged from the liquefied fat, the analytical procedure given above for serum analysis is folloved. Hexane is added to the purging device containing the purged adipose tissue, and the residue is quanti- tatively extracted to separate the fat component from residual connective tissue. Values are reported in ng VPHH/g of hexane extractable fat. GC/MS Component Confirmation. The Identities of the conpo- nents quantified by the LSC/GC method are confirmed by using an LSC/GC/MS analytical system. Any confirmation is based on both relative retention values (GC data) and mass fragmentation data (m/e_ values and isotopic ratios). RESULTS AND DISCUSSION Chloroform is the major volatile purgeable halogenated hydro- carbon identified during the analysis of human adipose tissue and blood serum vhen this methodology is used. Reproducibility. One serum sample vas analysed ten times over a tvo-day period. The chloroform concentration ranged from 23 to 36 pg/1 vith a mean value of 27 yg/1 and a standard deviation of U. One fat sample vas analyzed ten times over a three-day period. The chloroform values ranged from 101* to 1^0 ng per gram of hexane extractable fat vith a mean value of 122 ng/g and a standard deviation of 6. Recovery. Because of the volatility of the compounds in this study, recovery studies vere performed vithin the purging device. Serum vas pre-purged, then analyzed to insure that no halogenated compounds vere present, for each replication, a 5-ul aliquot of the vorking standard vas added to the serum in the purging, device. The components of the standard vere alloved to nix vith the serum for several minutes; then the serum vas treated like an unknovn sample. Table 1 indicates hov cuch of each VPHH vas added, the average per cent recovered and the recovery range for ten replications. ------- TABLE 1 Recovery of VPHH's from Human Blood Serum Amount Average Recovery Added Recovery Range (Kg/1) (*) (?) CC1U 1.3 112 108-121* CHC1, 0.6 100 100 TCE 0.6 98 83-100 3DCM 0.8 92 88-100 DCE 1.0 100 93-110 DBCM 2.1 8? 78-100 CHBr3 2.3 90 79-100 A heated sample of human adipose tissue vas pvurged for 30 minutes to remove all volatile purgeable halogenated compounds. For each replication, a. 5-pl aliquot of the working standard vas added to the fat in the purging device and alloved to mix for several minutes. Then the fat vas treated as an urLknovn sample. Table 2 indicates hov much of each VTIIH vas added, the average per cent recovered and the recovery range for ten replications. TABLE 2 Recovery of VPHH's from Human Adipose Tissue Amount Average Recovery Added Recovery Range (Jig/1) (?) (?) CC1|, 1.3 96 90-100 CHC1, 0.6 92 88-100 TCE 0.6 101 100-110 BDCM 0.8 109 100-125 DCE 1.0 98 93-100 DBCM 2.1 105 90-118 CHBr3 2.3 110 83-137 Blood Serum Analyses. Ten serum samples vere collected from healthy human subjects and analyzed vithin 21* hours of collection. The chloroform values ranged from 13 to 1»9 ug/1 as indicated in Table 3. Sample S-l vas analyzed several times over a period of tvo months; each result vas vithin 2 yg/1 of the initial value. Adipose Tissue Analyses. Ten fat samples, taken from near the anterior abdominal vail at autopsy, vere analyzed. Chloroform concentrations ranged from 20 to ^60 ng per gram of hexane extractable fat as indicated in Table U. ------- TABLE 3 TABLE k Human Blood Serum Euman Adipose Tissue Chloroform Levels Chloroform Levels Sample pg/1 Sample pg/1 Sample ng/g* Sample ng/g* S-l 13 S-6 25 F-l 80 7-6 20 S-2 13 S-7 26 F-2 230 7-7 28 S-3 1*9 S-8 30 7-3 *»60 7-5 lUd S-i 13 S-9 30 7-k 65 F-9 95 S-5 U5 S-10 13 F-5 2UO F-10 2t»0 *hexane extractable fat The identities of the reference compounds and the chloroform in human serum and fat vere confirmed by LSC/CC/!-S methods . When coupled vith the appropriate GC retention data, the cluster having m/e_ = 83, 85 and 87 corresponding to the respective positively charged fragments CHCl|5, CHC13SC137 and CHCl|7 vas particularly useful to confirm the presence of chloroform in the biological samples. The exact source of the chloroform detected in hunan fat and serum by this procedure is presently unknovu. Possible sources include municipal drinking vater and chronic exposure to trichloro- ethylene (TCE) and/or tetrachloroethylene (perchloroethylene, PCS). Municipal drinking vater contains both residual chlorine and chloroform generated during the ch-lorination process from reactions between humic substances in r»v vater and either dissolved chlorine or hypochlorous acid (MORRIS 1978). It has also been proposed that "intermediate bonding states" betveen halogen and various organic molecules can exist (GLAZE et_ al. 1977; NICHOLSOJI et al. 1977). If this latter situation occurs to any great extent, ingestion of municipal drinking vater could conceivably lead to in vivo genera- tion of chloroform from the precursors. Moreover, the residual chlorine in finished drinking vater could also form chloroform precursors after the vater has been consumed. A clear explanation of the origin of chloroform in human tissue is thus not currently possible. A satisfactory explanation is even aore difficult if exposure to TCE and/or PCE is considered. During an earlier study and from periodic vater analysis reports, neither of these compounds has been detected in amounts comparable to the chloroform levels usually found in Miami drinking vater. Hovever, both TCE and PCE are metabolic precursors of chloroform (3UTLZK 19^9, IKEDA 1977). and FISHBEIN (1976) has revieved tvo additional routes of exposure, air and food (McCOiniELL et_ al_. 1975, CAMISA 1975). McCOIIKELL et_ al_. (1975) reported tissue ranees of TCE and PCE for humans betveen less than 0.5 ug/kg and 29 yg/V.g '-/et tissue. These values are far belov the chloroform levels reported here for adipose tissue. Although it Is impossible to rule out the possibility that some of our experimental subjects had been exposed to these tvo organc— chlorides, it is reasonable to assume that they were not. Hone of ------- the subjects vere involved in either dry cleaning or degreasing occupations ncr did any of them work near these types of estab- lishments. If a portion of the serum chloroform reported in this investigation is traceable to metabolized TCE or PCS, the intact chlorinated ethylene(s) vill be present in corresponding samples of adipose tissue from the individuals. Such a study is in progress. ACKNOWLEDGEMENTS The authors vish to thank Dr. JC. P. Cantor, Mr. J. Guerra and Mr. J. J. Freal, III for their assistance. This vork was supported by EPA grant R8Qi*6ll. REFERENCES BELLAR, T.A., and J.J. LICHTENBERG: J. Acer. Water Works Assoc. 66_, 739 (197>0. BELLAR, T.A., J.J. LICHTEN3ERG, and R.C. KROIJER: J. Amer. Water Works Assoc. 66, 703 (197^). BUTLER, T.: J. Pharmacol. Exp. Ther. 97,, 3k (191»9) . CAMISA, A.G.: J. Water Pollut. Control Fed. kj_, 1021 (1975). FISHBEIN, LAWRENCE: Mutation Ses. 32., 267 (1976). GLAZE, W.H., G.R. PEYTON, and R. RAWLEY: Environ. Sci. Techn. 11,. 685 (1977). IKEDA, MASAYUKI: Environ. Health Perspect. 21, 239 (1977). McCONHELL, G., O.M. FERGUSON, and C.R. PEARSON: Endeavor 3^, 13 (1975) MORRIS, J.C.: Water chlorination, environmental impact and health effects, 1 ed. Michigan: Ann Arbor Science Publishers 1978. NICHOLSON, A.A., 0. MERESZ, and B. LEMYK: Anal. Chen. ^9_, 8ll* (1977). ROOK, J.J.: Water Treatn. Exanin. 23_, 23^ (197«»). SYMONS, J.M., T.M,'BELLAR, J.K. CARS'-'ELL, J. DE-1AP.CO, K.L. KROPP, G.G. ROBECK, D.R. SEZGER, C.J. SLOCUM, B.L. S7-IITH, and A.A. STEVENS: J. Amer. Water Works Assoc. 13^ 631* (1975). THOMASON, M., M. SHOULTS, W. BERTSCH, and G. HOLZZR: J. Chronatogr. 158. U37 (1978), ------- APPENDIX B TAC-SPIKED BLOOD SERUM RECOVERIES ------- Appendix B. TAC-Spiked Blood Serum Recoveries SPRM 107* Compound Hexachloro- benzene p-BHC Oxychlordane Heptachlor epoxide trans- Nonachlor pp ' -DDE Dieldrin pp ' -DDT Hexachloro- benzene P-BHC Oxychlordane Heptachlor epoxide trans- Nonachlor pp ' -DDE Dieldrin pp ' -DDT level 2 4 6 5 9 28 5 4 2 4 6 5 9 28 5 4 .4 .6 .5 .7 .7 .7 .7 .7 .4 .6 .5 .7 .7 .7 .7 .7 #1 2 3 6 5 9 28 5 4 1 3 5 4 7 15 4 3 .22 .94 .11 .07 .28 .60 .35 .36 .94 .60 .37 .33 .05 .67 .55 .08 #2 2 3 5 5 9 28 5 4 2 4 6 5 9 23 5 4 .25 .86 .90 .18 .16 .30 .35 .00 .17 .20 .92 .68 .90 .67 .86 .00 #3 2 4 5 5 9 28 5 4 2 4 6 5 9 22 5 4 .33 .03 .90 .07 .03 .00 .17 .00 .00 .13 .61 .41 .31 .51 .68 .55 #4 2.23 4.00 5.30 5.21 6.97 20.81 5.30 3.27 1.99 4.00 6.36 5.22 9.09 22.69 5.68 4.80 #5 2.15 4.08 5.20 5.21 6.63 20.41 5.47 3.27 1.82 3.64 5.97 4.93 8.81 21.40 5.25 4.30 PPB Recovered — TAC-spiked blood serum #6 #7 #8 #9 #10 #11 #12 #13 X 2.13 2.31 2.14 2.25 2.16 2.22 2.18 2.31 2 3.92 4.08 4.00 4.08 3.95 4.11 3.87 4.11 4 4.90 5.29 5.48 5.86 5.35 5.25 5.63 5.53 5 5.10 5.43 5.12 4.91 5.10 5.30 5.00 5.30 5 6.63 7.78 7.56 7.67 7.53 7.42 7.97 7.86 7 19.66 23.42 22.97 23.27 22.85 22.42 23.86 23.29 23 5.12 5.54 5.19 5.19 5.27 5.27 5.27 5.44 5 2.91 3.48 3.83 3.83 3.48 3.48 3.48 3.48 3 1 3 6 5 8 21 5 4 .22 .00 .52 .15 .81 .68 .30 .61 .98 .91 .25 .11 .83 .19 .40 .15 SD 0. 0. 0. 2. 0. 0. 0. 0. .0. 0. 1. 3. 0. 0. 07 09 35 14 88 92 13 38 13 28 60 50 07 19 53 67 RSD (%) 3.04 2.21 6.31 2.69 11.27 12.34 2.37 10.6 6.38 7.12 9.58 9.80 12.16 15.05 9.77 16.04 *SPRM = standard pesticide reference material. Fort, level = fortification level. ------- APPENDIX C SEMIVOLATILE ANALYTICAL METHODOLOGY FOR URINE ------- HALO- AND NITKOI'HKNOl.S Multiresidue Procedure for Halo- and Nitrophenols. Measurement of Exposure to Biodegradable Pesticides Yielding these Compounds as Metabolites Talaat M. Shafik,* Hazel C. Sullivan, and Henry R. Enos The urinary level of phenolic compounds may be the key for establishing an index of exposure to pesticides containing this moiety as an easily hy- drolyzed or metabolized portion of the molecule. A method has been developed for quantitating ten halo- and nitrophenols in rat urine which could result from exposure to and subsequent metabolism and excretion of a broad spectrum of pesticides. The procedure involves acid hydroly- sis, extraction, derivatization, silica gel chroma- tography, and electron-capture gas chromatogra- phy. Male rats fed pesticidal compounds contain- ing halo- and nitrophenol moieties at levels vary- ing from factors of 10~5 to 10"2 of the LD5o were used to establish the usefulness of this procedure for determining the extent of exposure to the bio- degradable pesticides. Determination of the urinary excretion of halo- and ni- trophenol metabolites of biodegradable pesticides is of in- creasing interest to those involved in pesticide epidemiol- ogy. Metabolism studies (Menzie, 1969) of the biode- gradable pesticides EPN, fenitrothion, dicapthon, methyl bromophos, C-9491, Dursban, DNOC, PCP, VC-13, and ronnel, which contain halo- or nitrophenol substituent groups in their molecular structures, indicate that these phenols are the major urinary metabolites. The purpose of this investigation was to develop a multiresidue method for the determination of low levels of halo- and nitrophe- nols in urine. The method is based on electron-capture gas chromatography of ethyl ether derivatives of the phenols (Bradway and Shafik, 1971; Shafik et at., 1971a). Such a procedure may be of value in developing an exposure index to biodegradable pesticides based on levels of these urinary phenols. EXPERIMENTAL SECTION Apparatus and Equipment. A Micro-Tek 220 gas chro- matograph equipped with tritium foil electron-capture detector was used. A glass U-shaped column, 6 ft x y4 in., was packed with 4% SE-30/6% QF-1 on 80/100 mesh Chromosorb W (HP). The gas chromatographic column was operated under the following parameters: nitrogen carrier gas flow rate, 60 ml/min; column temperature, 175°; inlet, 210°; detector, 210°; transfer line, 240°. Chro- matographic columns were size 22, Kontes K-420100. Con- centrator tubes were 25 m!. Kontes K-570050. Condensers were Kontes K-286810. Nitrogen evaporator was equipped with a water bath maintained at 40°. N-Evap was ob- tained from Organomation Associates, Worcester, Mass. Reagents. The following were used: iV-ethyl-/V'-nitro- iV-nitrosoguanidine (Aldrich Chemical Co., Milwaukee, Wis.); ethylating reagent (Stanley, 1966; Shafik et ai, 1971a); and silica gel, Woelm, activity grade I (Waters As- sociates, Inc., Framingham, Mass.). Dry adsorbent for 48 hr at 170° and store in a desiccator. Prepare daily 2 g of deactivated silica gel for each chromatographic column by adding 40 n\ of benzene-extracted deionized or distilled water for each 2 g of dried silica gel in a tightly stoppered container. Rotate container until the water is evenly dis- tributed throughout the adsorbent. Allow to equilibrate for 2 to 3 hr with periodic shaking. Prepare the chromato- graphic columns just before use. Deionized or distilled water used for deactivating the silica gel must be extract- ed twice with benzene. Prepare each day the anticipated amount of deactivated silica gel to be used. Larger amounts may be prepared by using the same ratio of water to dried silica gel. Perrine Primate Laboratory. Environmental Agency, Perrine. Florida 33157. -rotection Preparation of Standard Solutions. The phenolic compounds were 95+% pure and a mixture of the ten compounds was prepared at the final concentrations as follows: 2,4-dichlorophenol (2,4-DCP), 0.4 Mg/ml; 2,4,5- trichlorophenol (2,4,5-TCP), 0.1 Mg/ml; and 3,5,6-tri- chloro-2-pyridinol (3,5,6-TCPyridinol), 0.1 Mg/ml, Dow Chemical Co., Midland, Mich.; 3,6-dichloro-4-iodophenol (3,6-DCIP), 0.05 Mg/ml, Ciba Agrochemicals Co., Sum- mit, N. J.; 2,5-dichloro-4-bromophenol (2,5-DCBrP), 0.02 Mg/ml, Cela, Ingelheim, West Germany; pentachlorophe- nol (PCP), 0.01 Mg/ml, and p-nitrophenol (PNP), 0.2 Mg/ ml, Aldrich Chemical Co., Milwaukee, Wis.; p-nitro-m- cresol (PNC), 1.2 Mg/ml, Chemagro Corp., Kansas City, Mo.; 2-chloro-4-nitrophenol (2-C-4NP), 0.08 Mg/ml, Ameri- can Cyanamid Co., Princeton. N. J.; 2,4-dinitro-6-methyl- phenol (DNOC), 0.4 Mg/ml, Chemical Insecticide Corp., Edison, N. J. These compounds are the corresponding phenolic metabolites of pesticides listed in Column 1, Table II. Weigh 10 mg of each of the ten analytical standards into separate 10-ml volumetric flasks. Add 5 ml of ben- zene to each flask and swirl the flask until the compound dissolves. In a well-ventilated hood, wearing disposable gloves, add diazoethane dropwise with a disposable pipet until a definite yellow color persists. Allow the solution to stand 15 min, and then bubble dry nitrogen through the solution until the yellow color disappears (5-10 min). Di- lute to volume with benzene. From these ethylated stock standards, prepare a mixture of the ten compounds at the final concentrations listed above. Chromatographic Behavior of the Ten Ethyl Ethers on a Silica Gel Column. Pipet an aliquot of the mixture of the ten ethylated compounds into a 15-ml graduated centrifuge tube. Evaporate the benzene to a volume of 0.3 ml using the nitrogen evaporator, and add 1.7 ml of hex- ane. To a chromatographic column lightly plugged with glass wool, add the 2.00 g of the partially deactivated sili- ca gel and top with 1.5 g of anhydrous sult'ate. Prewash the column with 10 ml of hexane and discard the hexane eluate. Transfer the standard mixture quantitatively to the column using 8 ml of the 20% benzene-in-hexane solu- tion and collect this fraction in a 15-ml centrifuge tube (fraction I). Elute the column with 10 ml of 40% benzene- in-hexane (fraction II), followed by 10 ml of 60% benzene- in-hexane and 10 ml of 80% benzene-in-hexane, collecting the 20 ml in a 25-ml concentrator tube (fraction III). Elute the column with 10 ml of benzene and collect this fraction in a 15-ml centrifuge tube (fraction IV). Inject 5-10 M' from each fraction into the gas ehromatograph to establish the clulion paitern of the ten ethyl ethers from the silica gel column. Under our laboratory conditions, fraction 1 (20% ben- zene-in-hexanel contained the ethyl ethers of 2.4-DCI'. 2.4.5-TCI'. HAivTCPyridinol. :t.li-l)< MI-1. 2.:VDrBrP. and ------- SHAFIK. SULLIVAN. ENDS 6 5 f ' * 3 I * 2 Fortifiid Rat Urine itrol Rat Urine 4 8 12 Minutes 16 Figure 1. Chromatogram of the 20% benzene-in-hexane fraction of fortified and control rat urine. A. 2,4-DCP, 0.8 ppm; B. 3,5,6- TCPyridinol, 0.05 ppm; C. 2,4,5-TCP, 0.03 ppm; D. 2,5-DCBrP, 0.02 ppm; E. 3,6-DCIP, 0.03 ppm; F. PCP, 0.02 ppm. PCP. The ethyl ethers of PNP, PNC, 2-C-4NP, and DNOC eluted in fraction HI (60 and 80% benzene-in-hex- ane). Occasionally, traces of DNOC are found in fraction IV (benzene). Fraction II (40% benzene-in-hexane) did not contain any of the derivatives. Elution patterns may vary from one laboratory to an- other, depending on the temperature and relative humidi- ty. It is therefore necessary to establish an elution pattern under local conditions before attempting to analyze sam- ples. Analysis of Urine. Pipet 1 to 5 ml (the actual volume to be determined by the anticipated residue level) of urine into a 25-ml concentrator tube. Add dropwise a volume of concentrated HC1 equal to one-fifth the amount of urine, and mix well. Fit a stoppered reflux condenser to the tube and heat in a boiling water bath for 1 hr while cooling the condenser with circulating ice water. Remove from the bath, cool, and rinse the sides and tip of the condenser with a total of 2 ml 0.1 N NaOH. Add 3 ml of anhydrous ethyl ether to the tube and mix contents vigorously on a Vortex mixer for 2 min; then centrifuge and transfer ethyl ether layer to a 15-ml centrifuge tube with a disposable pipet. Repeat the extraction with an additional 3-ml vol- ume of ethyl ether and add the second ethyl ether extract to the centrifuge tube. Add diazoethane dropwise with a disposable pipet until the yellow color persists. Let the solution stand 15 min; Table I. Electron-Capture Detector Sensitivities,a Limits of Detection and Recovery Data" for Ten Halo- and Nitrophenol Ethyl Ethers Limits of Compound 2.4-DCP 2,4,5-TCP 3,5,6-TCPyridinol 3,6-DCIP 2,5-DCBrP PCP PNP PNC 2-C-4NP DNOC " Based on 15% scale method Sensitivity, ng 0.2 0.02 0.05 0.02 0.02 0.01 0.1 0.3 0.05 0.1 deflection " Detection. ppm 0.1 0.01 0.01 0.01 0.01 0.01 0.02 0.05 0.01 0.05 Based on use Recovery. % 87-96 85-95 91-97 88-94 88-96 92-96 85-98 88-98 85-92 • 86-96 of the described Control Rot Urine 8 12 Minutes 16 20 Figure 2. Chromatogram of the 60-80% benzene-in-hexane fraction of fortified and control rat urine: A. PNP, 0.1 ppm; B. PNC, 0.4 ppm; C. 2-C-4NP, 0.04 ppm, D. DNOC, 0.16 ppm; E. 2,4-D; f. 2,4,5-TP; G. 2,4,5-T. then bubble clean dry nitrogen through the solution to re- move excess reagent. Concentrate the ethylated urine ex- tract to approximately 0.3 ml, using the nitrogen evapora- tor. Add 2 ml of hexane and continue evaporating the ether-hexane solution to 0.3 ml. Prepare a silica gel chromatographic column as pre- viously described. Prewash the column with 10 ml of hex- ane and discard the washing. Transfer the concentrated urine extract quantitatively to the column using 2 ml of the 20% benzene-in-hexane. As soon as the solvent sinks in the sodium sulfate, add 8 ml of the 20% benzene-in- hexane to the column and collect the total volume of the 20% benzene-in-hexane (10 ml). This fraction contains the halogenated phenols. Continue eluting with 10 ml of 40% benzene-hexane and discard this fraction. Add 10 ml of 60% benzene-hexane, followed by 10 ml of 80% benzene- hexane and collect these fractions in a single tube. The combined 60-80% benzene-hexane fractions will contain the nitrophenols. Add 10 ml of benzene to column and collect eluate. Frequently a small amount of the DNOC is found in the benzene fraction. The urinary impurities eluted by the benzene solvent do not interfere with the gas chromatographic determination of DNOC, which has a relatively long retention time. The elution pattern of spiked control urine extracts must be established before the analysis of actual samples is undertaken. RESULTS AND DISCUSSION Control rat urine samples were fortified with the sodi- um salts of the phenols. The samples were analyzed and aliquots of the 20% B-H and 60 + 80% fractions were in- jected separately into the gas chromatograph. Figure 1 il- lustrates chromatograms of the 20% B-H fraction (halo- genated phenols) of spiked and control rat urine samples, and Figure 2 shows chromatograms of the 60 + 80% frac- tion (nitrophenols) of control and fortified rat urine sam- ples. An average of 0.01 ppm of pentachlorophenol was routinely found in all control urine samples. The percent recovery, limits of detection in ppm. and detector sensi- tivity in nanograms (based on 15% scale deflection) are shown in Table I. Kthylation of the phenols proceeds rapidly at room tem- perature, producing ethyl ether derivatives which are gas chrnmai.ographable and stable to silica gel column chro- malography. Better gas chromatographic resolution of the more volatile phenols was achieved by preparing the ethyl ------- HAI.O- AND NITROPHENOLS Table II. The Relation between Total Dosage of Biodegradable Pesticides and Urinary Excretion ol Halo- and Nltrophenols Excretion of phenolic-type metabolites Compound VC-13 Ronnel Dursban C-9491 Bromophos PCP EPN Fenltrothion Dicapthon DNOC Dose level LDjo io-2 io-3 io-4 10-» io-3 io-4 io-4 10-5 io-4 10-s io-4 io-5 10-2 io-3 10-' 10-3 10-* 10-3 10~2 10-' nnvil lee 5140 514 234 23.4 232 23.2 314 31.4 617 61.7 40. S 4.06 670 67.0 5430 543 8700 810 910 91.0 Metabolite 2,4-DCP 2,4,5-TCP 3,5,6-TCPyridlnol 3,6-DCIP 2,5-DCBrP PCP PNP PNC 2-C-4NP DNOC nmol excreted 3470 359 124 7.4 157 29.5 7.6 0.834 305 41.4 9.03 1.05 108 9.35 3610 472 3570 20 0 0 %ol dose excreted 67 70 53 32 68 100+ 2.4 2.7 49 67 22 26 16 14 66 87 41 2.5 0 0 Days lor complete excretion 3 1 2 1 4 4 2 1 3 3 2 1 3 3 2 1 1 1 derivatives instead of the more commonly used methyl ethers. Silica gel column chromatography serves two purposes: it provides a clean sample for gas chromatographic analy- sis and it conveniently separates the halogenated phenols, thus simplifying the gas chromatographic analysis. A mixture of the ten phenols and three phenoxy acids, namely 2,4-D, 2,4,5-T, and silvex, can be determined in one sample. All of the halogenated phenols involved in this study are eluted with 20% benzene-hexane, while the nitrophenols and the phenoxy acids are eluted in the 60 and 80% benzene-hexane fractions. These herbicides are included in this report because they are detected as intact excreted residues in the urine using the present procedure. 2,4-DCP and 2,4,5-TCP, potential mammalian metabo- lites of 2,4-D and 2,4,5-T, are also determined in this pro- cedure. The analysis of these herbicides and their metabo- lites has been described in detail in a previous report (Shafik et at., 1971a). In the gas chromatographic step, the retention time of the ethyl ether derivative of 2-ch!oro-4- nitrophenol is almost identical to that of the ethyl ester of 2,4-D. In addition, these two derivatives are eluted in the 60 + 80% benzene-hexane fractions from silica gel. Con- firmation of identity can be accomplished using the clas- sical NaHCOa and acid extraction steps which separate carboxylic acids from phenols (Bakke and Scheline, 1969). In order to determine if a correlation exists between ex- posure to intact pesticides and excretion of urinary pheno- lic metabolites, male Charles River rats weighing 190 to 220 g were dosed by gavage with peanut oil solutions of eight organophosphorus compounds, PCP, and DNOC in concentrations ranging from 10~2 through 10~5 of the LD30 (Kenaga and Allison, 1969), as indicated in Table II. The doses were administered daily for 3 days to two rats at each dose level. The animals were maintained in stain- less steel metabolism cages with the two rats adminis- tered the same dose regimen maintained in the same cage. Urine samples were collected at 24-hr intervals and stored in a freezer until analysis was performed. Urine samples were analyzed for several days following the third dose until no detectable levels of the phenolic type metabolites were observed. This established the number of days required for total excretion of the metabo- lites. The percent of the total dose excreted as the pheno- lic metabolite was calculated from the sum of the amount of phenolic metabolite excreted each day and the total amount of pesticide fed in the 3-day period. As indicated in Table II, the amount of urinary metabo- lites excreted is proportional to the dose of parent com- pound administered. The percent of the dose excreted in the urine as a phenolic metabolite of the pesticide fed in- dicates that low level animal exposure to VC-13, ronnel, Dursban, Bromophos, PCP, EPN, and fenitrothion can be detected. The low excretion rates of the phenols of C-9491 and dicapthon in urine indicate that the method cannot detect low-level exposure to these compounds. DNOC was not detected in the'urine of rats fed 10~2 and 10~3 of the LD50ofDNOC. There are other pesticide chemicals not included in this investigation which may produce the same phenolic me- tabolites reported in this study. 2,4,5-TCP can be a uri- nary metabolite of ronnel, Gardona, lindane, 2,4,5-T, and Silvex. PNP in urine can result from exposure to EPN, ethyl parathion, and methyl parathion. The method is not capable of distinguishing between the sources of the uri- nary 2,4,5-TCP and PNP. Wherl such a distinction is es- sential, the corresponding alkyl phosphate of the organo- phosphorous pesticide can be determined in the urine (Shafik et at., 1971a). The free' phenoxy acids of 2,4,5-T and Silvex can also be determined in the urine (Shafik et al., 1971a). It must be emphasized that the rat-feeding ex- periment was designed only for the purpose of evaluating the method and not as a study of the metabolism of these compounds. In conclusion, a multiresidue method has been devel- oped for the determination of low levels of halo- and ni- trophenols and phenoxy acids in rat urine which undoubt- edly can be extended to environmental samples. Such a method should be useful, if properly evaluated on a moni- toring and surveillance scale, in establishing human expo- sure to low levels of a large number of biodegradable pes- ticides. LITERATURE CITED Bakke, 0. M., Scheline, R. R., Anal. Biochvm. 27, 451 (1969). Bradway, D., Shafik, M. T., "A Gas Chromatographic Method for the Determination of Low Levels of p-Nitrophenol in Human and Animal Urine," presented at the 16'2nd National Meeting of the American Chemical Society. Washington, D. ('.. September 12-17. 1971. ------- MOOKHERJEE, THKNKLK Kcnaga. K. K.. Allison, VV. Iv. reprinted from Hull Knlomul. .S'w Shalik. M. I'., Hradwav. I).. Kims. II. !•'., J. ,-li/r I'mxl Chi'm.. I!), Amur. 15. 8!) (1969). rtH.r> ( l»7lb). Menzie. C. M., Metabolism of 1'eslicides. Hurciiu of Sport Kish Sliinli'v. (' W..-/ A#r h'unil ('h<-m 11, :i'2l I HMilil. cries & Wildlife. Special Scientific Report. Wildlife No. 127. 1969. Kectivfd for review Septeinln'r I, 1972. Accepted I)ecenil>er 11, Shafik, M. T., dullivan. H. C., Knos, H. K.. .) Environ Anal. 1972. Presented at the Mi2nd National Meet in); of the American Chem. 1, 23 (1971a). Chemical Society, Washington. I). 0.. September 1971. ------- MULTIRESIDUE PROCEDURE FOR HALO- AND NITROPHENOLS 1. Pipet 5 mL urine into a 50-mL culture tube. 2. Add 1.25 mL cone HCl, cap tube securely, and place in a 59° C oven overnight. 3. Remove from oven and allow to cool. 4. Transfer contents to a 12- to 15-mL centrifuge tube. 5. Rinse the 50-mL culture tube with 3 mL of anhydrous ethyl ether and add to the centrifuge tube. 6. Mix contents vigorously on a Vortex mixer for 2 min; then centrifuge and transfer ethyl ether layer to a 12- to 15-mL centrifuge tube with a disposable pipet. 7. Repeat the extraction with an additional 3-mL volume of ethyl ether and add the second ethyl ether extract to the centrifuge tube. 8. Add diazoethane dropwise with a disposable pipet until a yellow color persists, then mix gently (1 mL). 9. Let the solution stand 15 min; then bubble clean dry nitro- gen through the solution to remove excess reagent. 10. Concentrate the ethylated urine extract to ca. 0.3 mL, using the nitrogen evaporator. 11. Add 2 mL of hexane, and continue evaporating the ether- hexane solutions to 0.3 mL. 12. Prepare a silica gel column using 2 grams of silica gel (Woelm) that has been dried for 48 hr at 170° C and deacti- vated by adding 40 microliters of benzene-extracted dis- tilled H20 and allowed to equilibrate for 2 to 3 hr with periodic shaking. Top with 1.5 g of anhydrous Na2S04. 13. Prewash the column with 10 mL of hexane and discard. 14. Transfer the concentrated urine extract quantitatively to the column using 2 mL of the 20 percent-benzene-in-hexane. 15. As soon as the solvent sinks into the sodium sulfate, add 8 mL of the 20-percent-benzene-in-hexane to the column, and collect the total volume of the 20-percent-benzene-in-hexane (10). ------- 16. Continue elution with 10 mL of 40-percent-benzene-in-hexane, and discard this fraction. 17. Add 10 mL of 60-percent-benzene-in-hexane, followed by 10 mL of 80-percent-benzene-in-hexane, and collect these fractions in a single tube. 18. Add 10 mL of benzene to column, and collect eluate. 19. Concentrate fractions to 5 mL. ------- MULTIRESIDUE PROCEDURE FOR HALO- AND NITROPHENOLS AND HERBICIDES Color Code—Orange 1. Pipet 5 mL of urine into a 15-mL screw-top centrifuge tube. 2. Add 1.25 mL of cone. HC1, cap tube securely, mix, and place in a 59° C oven overnight. 3. Remove from oven and allow to cool. 4. Add 3 mL of anhydrous ethyl ether to the centrifuge tube. 5. Mix contents vigorously on a Vortex mixer for 2 min, then centrifuge and transfer ethyl ether layer to a 12- to 15-mL centrifuge tube with a disposable pipet. 6. Repeat the extraction with an additional 3-mL volume of ethyl ether and add the second ethyl ether extract to the first. 7. Using the glove box, add 1 mL of diazoethane to the combined extracts. 8. Let the solution stand for 15 min, then remove from glove box and place tubes on the concentrator and bubble nitrogen through the solution for 10 min to remove the excess reagent. 9. Raise the needles above the surface of the wolution, and concentrate the extract to ca. 0.3 mL. 10. Add 2 mL of hexane, mix, and continue evaporating the ether- hexane solution to 0.3 mL. 11. Prepare a silica gel column using 2 grams of silica gel (Woelm) that has been dried for 48 hr at 170° C and deacti- vated by adding 40 microliters of benzene-extracted dis- tilled water and allowed to equilibrate for a minimum of 2 hours with periodic shaking. Top with 1.5 g of anhydrous Na2S04. 12. Prewash the column with 10 mL of hexane and discard. 13. Transfer the concentrated urine extract quantitatively to the column using 2 mL of the 20-percent-benzene-in-hexane. 14. As soon as the extract sinks into the sodium sulfate, add 8 mL of the 20-percent-benzene-in-hexane to the column, and collect the total volume of the 20-percent-benzene-in-hexane (10 mL). ------- 15. Continue eluting with 10 mL of 40-percent-benzene-in-hexane, and discard this fraction. 16. Add 10 mL of 60-percent-benzene-in-hexane, followed by 10 mL of 80-percent-benzene-in-hexane, and collect these fractions in a single tube. 17. Add 10 mL of benzene to the column, and collect eluate. 18. Concentrate fractions to 5 mL. TUBES REQUIRED FOR THIS PROCEDURE* 12 15-mL screw-top centrifuge tubes 12 12- to 15-mL glass-stoppered centrifuge tubes for extracts 3 rows of 12 12- to 15-mL glass-stoppered centrifuge tubes for fractions 12 25- to 50-mL centrifuge tubes for the combined eluate from step 16. 19. The 5.0-mL fractions are analyzed on GC equipped with tritium foil electron-capture detector, a glass U-shaped column, 6 ft x \ in. packed with 35 SE 30/4.5 QFL on 80/100 mesh Gas chrom Q. The gas chromatographic column was oper- ated under the following parameters: nigrogen carrier gas flow rate 70 mL/min; column temperature 168°; inlet, 225°, detector, 210°; transfer line, 235°. Standards: 3,5,6-Tc Pyr, 30 pg/pL; 2,4,5-TCP, 30 Pg/pL; PNP, 100 pg/pL; silvex 40 pg/pL; 2,4,5-T, 50 pg/(jL; 2,4-D, 200 pg/pL; dicamba, 25 pg/nL; PCP, 7 pg/nL. *Required when analyzing 10 samples, 1 blank, and 1 spike. "Multiresidue Procedure for Halo- and Nitrophenols. Measurement of Exposure to Biodegradable Pesticides Yielding these Compounds as Metabolites," J_._ Agric. and Food Chemistry. 21(2) ;295-298. 1973. ------- APPENDIX D GLOSSARY OF SELECTED TERMS ------- GLOSSARY OF SELECTED TERMS duplicate: either of two things (e.g., specimens) that exactly resemble or correspond to each other. endogenous-compound: a compound found naturally in specimens as opposed to compounds added for quality assurance purposes. endogenous-compounds data: measurements reported for endogenous compounds. external reference duplicate analysis: chemical analysis per- formed by an external reference laboratory on one of the dupli- cate specimens; used to compare chemical analysis results of the corresponding duplicate specimen obtained by the primary labora- tory . field blank: one specimen of a large homogenous matrix pool that was shipped to the collection site and handled identically to specimens collected from sample persons (subjects). field control: either a field blank or field spike. field duplicate: either of two specimens that were collected in an identical manner from sample persons. field spike: a field blank fortified (spiked) with selected target compounds. field split: one of two duplicate specimens obtained from a large matrix pool. lab-split duplicate: one of two aliquots obtained in the labora- tory by splitting specimens from sample persons. spiked-split duplicates: a pair of duplicate specimens, one of which was fortified with selected target compounds, and the other of which was not. ------- 5027? -101 REPORT DOCUMENTATION .i._REPORT NO. PAGE 3. Recipient's Accession No. ! t. Title and Suotitle - HISPANIC HANES PILOT STUDY—Measurement of Volatile S. Report Date September 1983 and Semivolatile Organic Compounds in Blood and Urine j6- Specimens I 7. Author(s) S. Pierson and R. Lucas j 8. Performing Organization Reot. No I RTI/1864/38-7 9. Performing Organization Name and Address Research Triangle Institute P.O.. Box 12194 Research Triangle Park, NC 27709-2194 10. Project/Task/Work Unit No. 11. Contract(C) or Graot(G) No. !(oEPA 68-01-5848 (G) 12~ Sponsoring Organization Name and Address U.S. Environmental Protection Agency Office of Toxic Substances 401 M Street, SW Washington, D.C. 20460 i 13. Type of Report & Period Covered I FINAL 14. IS. Supplementary Notes 16. Abstract (Limit: 200 words) Specimens of serum and urine were selected as part of the Hispanic HANES Pilot Study. Statistically designed quality assurance protocols were used to permit estimation of the field procedures and chemical analysis quality, The quality of field procedures was assessed by the use of field QA speci- mens, both spiked and unspiked to estimate the levels of contamination and degradation. The quality of the chemical analysis was assessed using duplicates and split samples (spiked and unspiked) to estimate chemical analysis precision .and bias. The results of the quality assessment of the analysis of volatiles in serum and semivolatiles in serum and urine are summarized. 17. Document Analysis a. Descriptors 6. Identifiers/Open-Ended Terms :. %C05AT1 Fielc/G.-cup 13. Availability Statement 19. Security Class (This Report) UNCLASSIFIED 1 21. No. of Pages 20. Security Class (This Page) 22. Price (See ANS!-Z39.:S) See Instruction* on Reverse OPTIONAL FORM 272 (4-77) (Formerly NTIS-35) r>nartment of Commerce ------- |