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FINAL REPORT Epidemiology, 220-3W-05
Medical Department 3M Company
St. Paul. MN 55144
Date: October 11,2001*
Title: A Longitudinal Analysis of Serum Perfluorooctanesulfonate (PFOS) and Perfluorooctanoate (PFOA) Levels in Relation to Lipid and Hepatic Clinical Chemistry Test Results from Male Employee Participants of the 1994/95,1997 and 2000 Fluorochemical Medical Surveillance Program
Study Start Date: July 1, 2001
Protocol Number (not applicable) IRB Approval
Exempt Expedited X
IRB Approval Date: (not applicable as these data are from a medical surveillance program)
Principal Investigator: Co-investigators:
Study Director:
Geary W. Olsen, D.V.M., Ph.D.1
Michele M. Burlew, M.S.1 Jean M. Burris, R.N., M.P.H.1 Jeffrey H. Mandel, M.D., M.P.H.1
Jeffrey H. Mandel, M.D., M.P.H.
1. 3M Medical Department, 220-3W-05, St. Paul, MN 55144-1000 * (Corrections made from previous version)
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ABSTRACT The 3M fluorochemical medical surveillance program was conducted in 1994/95,
1997 and 2000 at the company's Antwerp (Belgium) and Decatur (Alabama) manufacturing plants. Although cross-sectional assessments of the data have been reported, the opportunity to conduct a longitudinal assessment became possible as a result of a large number of employee participants in the 2000 fluorochemical medical surveillance program. A total of 175 male employees voluntarily participated in the 2000 program and at least one of the two previous program years. A total of 106 (61 percent) of the 175 employees participated in the 1994/95 program and 110 (63 percent) of the 175 participated in the 1997 program. Of these 175 employees, a total of 41 (24 percent) participated in all three years (Antwerp = 21, Decatur = 20), 65 (37 percent) participated in 1994/95 and 2000 (Antwerp = 45, Decatur = 20) and 69 (39 percent) participated in 1997 and 2000 (Antwerp = 34, Decatur = 35). There were insufficient number of female employees to conduct any meaningful longitudinal assessment. Only 14 female employees participated in the 2000 fluorochemical medical surveillance program and at least one of the previous program years.
Serum perfluorooctanesulfonate (PFOS) and perfluorooctanoate (PFOA) were assayed in each surveillance program year although the method of analysis (high performance liquid chromatography mass spectrometry) differed slightly between years. A different research laboratory was used to assay PFOS and PFOA in each year.
The same hospital laboratory analyzed the clinical chemistries for all three surveillance years. These included: cholesterol (mg/dl). high density lipoproteins (HDL,
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mg/dl) and triglycerides (mg/dl); alkaline phosphatase (IU/L), gamma glutamyl transferase (GGT, IU/L), aspartate aminotransferase (AST, IU/L), alanine aminotransferase (ALT, IU/L), total and direct bilirubin (mg/dl). Most reference ranges remained relatively constant over time except for ALT. In each surveillance year, potential confounding factors were also determined. These covariates included age, body mass index, number of alcoholic drinks per day and cigarettes smoked per day.
The continuous outcomes of lipid and hepatic clinical chemistry tests were evaluated as repeated measures incorporating the random subject effect fitted to a mixed model by the MIXED procedure in the SAS statistical package. Restricted maximum likelihood estimates of variance parameters were computed. Adjusted regression models were built by introducing all covariates and testing the covariance structure. Significant coefficients were defined when the p value was < .05.
There was a positive association between PFOA and serum cholesterol and triglycerides over time but not with PFOS. This was association was limited to the Antwerp employees and, in particular, the 21 Antwerp employees who participated in all three surveillance years. This positive association between PFOA and serum lipids is opposite the inconsistent toxicological evidence that suggested a possible hypolipidemic effect of PFOA in rodents and no effect in primates. Adjusting for potential confounders, there were no temporal changes associated with the fluorochemical tests, PFOS, PFOA and TOF, and the hepatic clinical chemistry tests.
Limitations of this study included the number of employees with three years of surveillance data (only 24% of the 175 subjects), the inability to analyze temporal changes due to small numbers in female employees, the use of different laboratories and
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the associated systematic (experimental error) with each fluorochemical assay for the three surveillance program years and the lower levels of serum PFOS and PFOA measured in each program year among these employees compared with those that cause effects in laboratory animals.
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INTRODUCTION The 3M fluorochemical medical surveillance program is conducted on a routine
basis at the company's Antwerp (Belgium) and Decatur (Alabama) manufacturing plants. Employee participation is voluntary. Prior to 1994, only total organic fluorine was measured and no specific fluorochemical analytes were measured. Serum perfluorooctanesulfonate (PFOS) and perfluorooctanoate (PFOA) have been routinely assayed since 1994/95 rather than total organic fluorine as the analytical capabilities have improved. Cross-sectional analyses of the 1994/95 and 1997 medical surveillance program data and the 2000 data in relation to Antwerp and Decatur employees' serum PFOS levels have been reported elsewhere (Olsen et al, 1999a, 1999b, 2001). In the 1994/1995 medical surveillance program, a total of 178 male employees participated (Antwerp = 88; Decatur = 90) and 149 male employees participated in the 1997 program (Antwerp = 65; Decatur = 84). For these two program years, there were too few female participants to include in the data analysis (Olsen et al 1998). In the 2000 fluorochemical medical surveillance program, there were considerably more participants: 421 males (Antwerp = 206; Decatur =215) and 97 females (Antwerp = 49; Decatur = 48). It was suspected that the increased voluntary participation in 2000 was due to increased employee awareness of the persistence and prevalence of PFOS in human tissue and the environment and the company's May 16, 2000 phase out announcement that it would cease the production of perfluorooctanyl chemistry in certain repellents and surfactants by the end of 2000.
Regardless of the surveillance year, there have been several consistent differences between the Antwerp and Decatur male employee populations. The Antwerp male
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employee population has been significantly younger than Decatur, has had lower Body Mass Indices (BMI) and higher self-reported daily consumption of alcohol. In addition, the Antwerp male employee population clinical chemistry profiles were different for several tests including lower mean alkaline phosphatase and triglyceride values and higher total bilirubin and HDL values than the Decatur male employee population. Analyses of workers' lipid and hepatic clinical chemistry results have not been associated with hypolipidemic effects and PFOS as reported in rodents (3M Company 2000; Haughom and Spydevold 1992; Ikeda et al 1987; Pastoor et al 1987; Seacat et al 2001a; Sohlenius et al 1993) and primates (Seacat et al 2001b). In the 2000 medical surveillance program, statistical analyses also examined the relation between PFOA and a calculated total organic fluorine index (TOF) to clinical chemistries, hematology, thyroid hormones and urinalyses (Olsen et al 2001). A positive association was observed between triglycerides and PFOA; however, this association was opposite the data that have inconsistently reported a hypolipidemia effect of PFOA in rodents (Haughom and Spydevold 1992; Pastoor et al 1987) and no effect in primates (Butenhoff et al 2001). Furthermore, this positive association between PFOA and triglycerides has not been observed at the 3M Cottage Grove manufacturing plant (Olsen et al 2000) where employees' serum levels have, historically, been much higher than those measured among Antwerp and Decatur employees (Olsen et al 1999; 2001a; Olsen et al 2001b).
The inability to assess temporal changes in cross-sectional studies is a wellknown limitation of this design. The large participation of employees in the 2000 fluorochemical medical surveillance who may have participated in the 1994/95 and/or 1997 surveillance programs at these two manufacturing sites allowed for an opportunity
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to conduct a longitudinal analysis among the male employee population. Altogether, a total of 175 employees (Antwerp = 100; Decatur = 75) who participated in 2000 had also participated in at least one previous fluorochemical medical surveillance exam since 1994/95. Therefore, the purpose of this analysis was to conduct a longitudinal assessment of this 6 year time period regarding the relationship of PFOS, PFOA and TOF to the medical surveillance data collected on these 175 Antwerp and Decatur male employees.
METHODS Data Collection
Data were compiled from the 1994/95, 1997 and 2000 fluorochemical medical surveillance program databases. A total of 175 male employees participated in the 2000 program and at least one of the two previous program years. A total of 106 (61 percent) of the 175 employees participated in the 1994/95 program and 110 (63 percent) of the 175 participated in the 1997 program. Of these 175 employees, a total of 41 (24 percent) participated in all three years (Antwerp = 21, Decatur = 20), 65 (37 percent) participated in 1994/95 and 2000 (Antwerp = 45, Decatur = 20) and 69 (39 percent) participated in 1997 and 2000 (Antwerp = 34, Decatur = 35). For purposes of brevity, these three subpopulations will hereafter be referred to as subcohorts A, B and C.
Demographic data (age, BMI, alcoholic drinks per day and cigarettes per day) were recorded for each employee in each surveillance year. A standard set of clinical chemistries and hematology data was also obtained for each employee. Given results from previous toxicological studies, the longitudinal analyses focused on lipid
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[cholesterol (mg/dl), high density lipoproteins (HDL, mg/dl) and triglycerides (mg/dl)] and hepatic [alkaline phosphatase (IU/L), gamma glutamyl transferase (GGT, IU/L), aspartate aminotransferase (AST, IU/L), alanine aminotransferase (ALT, IU/L), total and direct bilirubin (mg/dl)] clinical chemistries that were measured in each program year by the same laboratory (Allina Laboratories, St. Paul, MN). Reference ranges were relatively constant over time, although for ALT the range declined from 20-65 IU/L in 1994/95 to 1-40 IU/L in 1997 and 2000.
Fluorochemical Analyses PFOS and PFOA were assayed in 1994/95,1997 and 2000. However, the method
of analysis differed slightly for each year. In 1994/95, the method used tetrabutylammonium to ion-pair with PFOS and PFOA in the serum (Johnson et al 1996). The ion-pairs were then extracted with ethyl acetate. The abstraction product was then analyzed using high-performance liquid chromatograph-thermospray mass spectrometry. In 1997, the serum samples were analyzed by liquid chromatography/mass spectrometry, using selected ion monitoring in the negative-ion mode (Anderson and Mulvanna 1997a; 1997b). In 2000, sera samples were extracted using an ion-pairing extraction procedure (Hansen et al, 2001). Only in 2000 were the extracts quantitatively analyzed for PFOS and PFOA as well as the other analytes: PFHSV(perfluorohexanesulfonate), PFOSAA (Nethyl perfluorooctanesulfonamidoacetate), M570 (N-methyl perfluorooctanesulfonamidoacetate), PFOSA (perfluorooctanesulfonateamide) and M556 (perfluorooctanesulfonamidoacetate). High-performance liquid chromatography/electrospray tandem mass spectrometry (HPLC/ESMSMS) was the
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technique used in 2000. The samples were evaluated versus an extracted curve from a human serum matrix. Analyses were conducted at different laboratories in the three surveillance years. For purposes of this longitudinal analysis, a total organic fluorine index (TOF) was determined by calculating the percent of PFOS and PFOA that was attributed to organic fluorine (64.7 and 69.0 percent, respectively) multiplied by the ppm . measured for each of these two fluorochemicals and then summed to produce the TOF.
Data Analysis Briefly, mixed models can be used in the analysis of repeated measures data
which are simply data sets with multiple measurements of a response variable on the same subject over time. Detailed explanation of these models is provided elsewhere (Littell 1996; 2000). Mixed models contain factor effects which are considered both fixed and random. An effect is fixed if the levels in the study represent all possible levels of the factor, or at least all levels about which inference is to be made. Factor effects are random if the levels of the factor that are used in the study represent only a random sample of a larger set of potential levels.
The focus of the standard linear model is to model the mean of y by using the fixed-effects parameters /3. That is,
y = X/3 + e where y represents a vector of observed data, /3 is an unknown vector of fixed effects parameters with known design matrix X, and e is an unknown random error vector modeling the statistical 'noise' around X/3. The residual errors e are assumed to be
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independent and identically distributed Gaussian random variables with mean 0 and variance a 2.
A generalized standard linear model is a mixed model which is: y = X/3 + Zy + 6
where y is an unknown vector of random-effects parameters with known design matrix Z, and e is an unknown random error vector whose elements are no longer required to be independent and homogeneous. If y + e are assumed to be Gaussian random variables that are uncorrelated and have expectations 0 and variances G and R, respectively, then the variance of y is:
V = ZGZ + R The variance of the data, y, can be modeled by specifying the structure of Z, G and R. The model matrix Z is designed in the same fashion as X, the model matrix for the fixedeffects parameters.
For the matrices G and R, a covariance structure must be selected in using mixed models. Since observations on different subjects are assumed to be independent, the structure refers to the covariance pattern of repeated measurements on the same subject. For most of these structures, the covariance between two observations on the same subject depends only on the length of the time interval between measurements and the variance is constant over time. Numerous covariance structures exist. Common examples include the following. Simple covariance structure (SIM) specifies that the observations are independent, even on the same subject, and have homogeneous variance. It is usually not realistic for most repeated measures data because it specifies that observations on the same subject are independent. Compound symmetric (CS, otherwise
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known as variance components) structure specifies that observations on the same subject have homogeneous covariance and homogeneous.variance. Correlations between two observations are equal for all pairs of observations on the same subject. Autoregressive order 1 (AR(l))covariance structure specifies homogeneous variance but that covariances between observations on the same subject are not equal, but decrease toward zero with increasing time interval between measurements (lag). Its limitation is that observations on the same subject far apart in time would be essentially independent. Autoregressive with random effect for subject (AR + RE) covariance structure specifies homogeneous variance plus the covariance between observations on the same subject arises from two sources: 1) any two observations share a common contribution because they are on the same subject; and 2) the covariance between observations decreases exponentially with lag but only to the common contribution (not to independence). Toeplitz (TOEP) structure specifies that covariance depends only on lag but not as a mathematical function with a small number of parameters. The 'unstructured' structure (UN) specifies no patterns in the covariance matrix and is therefore completely general. The above structures are appropriate if equal spacing (of data) is assumed in a time series analyses. In situations where unequally spaced longitudinal measurements exist, spatial covariance structures can be used. In the present analyses, equal spacing was assumed given there were approximately 3 years between each medical surveillance program examinations.
Akaike's information criterion (AIC) and Schwarz's Bayesian criterion (SBC) are indices of relative goodness-of-fit that were used to compare models with the same fixed effects, but different covariance structures. SBC penalizes models more severely for the
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number of estimated parameters than AIC and thus the two criteria did not always agree on the choice of.'best' model. SBC was preferred.
In the present study, the continuous outcomes of lipid and hepatic clinical chemistry tests were evaluated as repeated measures incorporating the random subject effect fitted to a mixed model by the MIXED procedure in the SAS statistical package (Littell et al 1996). Restricted maximum likelihood estimates (REML) of variance parameters were computed. Adjusted regression models were built by introducing all covariates (see below) and testing the covariance structure. Based on goodness-of-fit tests described above, AR+RE, was routinely considered the best covariance structure chosen for the mixed models. Covariates included PFOS (or PFOA or TOF), years of observation, the'interaction term of PFOS and years of observation, age, body mass index (BMI), cigarettes smoked per day, alcohol drinks per day, year at first entry and baseline (at first observation) years worked. For hepatic clinical chemistry tests, serum triglycerides was also considered a covariate (Olsen et al 2001a).
RESULTS Provided in Table 1 are cross-sectional analyses of the study subjects who
participated in each of the three years (1994/95,1997 and 2000) stratified by location. As reported previously in the complete cross-sectional analyses of these programs (Olsen et al 1998; 1999; 2001), Antwerp employees in this longitudinal investigation were younger, had lower BMIs and drank more alcoholic beverages than Decatur employees. They also had consistently lower triglyceride and alkaline phosphatase levels and higher HDL and total bilirubin levels. Decatur employees, on average, had serum PFOS levels
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that were higher by approximately 0.5 ppm in each cross-sectional analysis. Similar findings were observed for PFOA except with the 1997 data where the two populations had comparable mean PFOA levels.
Provided in the following two tables are the cross-sectional analyses for the three subcohorts by location. Among Antwerp employees (Table 2), each of the three subcohorts had lower mean serum PFOS levels in 2000 than at their year of entry whereas there were no consistent changes across subcohorts with PFOA. Among the three Decatur subcohorts (Table 3) mean PFOS values declined over time but mean PFOA levels tended to increase.
Provided in tables 4 through 30 are the mixed model coefficient estimates, standard errors, p-values and 95% confidence intervals from testing potential determinants of lipid and hepatic clinical chemistry change. The natural log was used for all dependent variables.
Tables 4 through 6 contain the analyses for cholesterol. There was no change in cholesterol associated with PFOS (Table 4). Overall, PFOA was positively associated with cholesterol as the main effect coefficient was significantly positive but its interaction with time (years variable) was negative (Table 5). Provided in Tables 5A through 5D are separate analyses for Antwerp for all subjects (Table 5A) and by each subcohort. The PFOA and cholesterol association appeared to primarily reside with the 21 Antwerp employees in subcohort A (Table 5B). This finding can also be observed in Table 2 as the subcohort's mean PFOA levels went from 1.32 ppm, to 2.37 ppm and then declined to 2.06 ppm at the same time their cholesterol values rose from 208 mg/dL to 226 mg/dL to 229 mg/dL. There were no associations between cholesterol and PFOA observed among
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the Decatur employee population (Table 5E) nor were there significant associations between TOF and Antwerp or Decatur but when the two sites were combined there was a significant positive association between TOF and cholesterol (Tables 6, 6A and 6B).
There were no significant associations between PFOS, PFOA or TOF with HDL (Tables 7 through 9). BMI, alcoholic drinks per day and cigarettes smoked per day were the most significant associations with HDL.
Triglycerides were not significantly associated with PFOS over time when both Antwerp and Decatur populations were examined together (Table 10). However, among the combined Antwerp and Decatur populations, PFOA was positively associated with triglycerides (Table 11) as seen with the significant positive coefficient for the main effect of PFOA and the nonsignificant positive main coefficient of years and the negative coefficient for their interaction (PFOA x years). The significant main effect of PFOA was the consequence of the Antwerp population (Table 11A) and primarily subcohort A (table 1IB) and, to a lesser extent subcohort B (Table 11C), but not subcohort C (Table 1ID). Therefore, the association appeared to be related to the Antwerp workers who were enrolled in this longitudinal cohort beginning in 1995, but not 1997. There was not a significant association between PFOA and triglycerides among Decatur workers (Table 1IE). Among the Antwerp subcohort A, their mean triglyceride levels rose from 85 mg/dL to 115 mg/dL to 123 mg/dL at the same time their PFOA levels increased from 1.32 ppm to 2.37 ppm and then declined to 2.06 ppm. Although the main effect for TOF was significantly positive, the interaction term with time (years) was not significant (Table 12). Again, this association was more consistent for Antwerp employees (Table 12A) than Decatur employees (Table 12B).
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Among the hepatic clinical chemistry tests that were adjusted for the various changing demographic factors and triglyceride levels, there were no significant associations between PFOS, PFOA andTOF with changes in alkaline phosphatase (Tables 13 - 15), GGT (Tables 16-18), AST (Tables 19-21), ALT (Tables 22-24), total bilirubin (Tables 25 - 27) or direct bilirubin (Tables 28-30). Observations apparent in Tables 2 and 3 can also be seen in these mixed model analyses. For example, the two most significant predictors of alkaline phosphatase were time (years) and location (as seen with the lower values among Antwerp employees). For ALT, entry period was also significant as it reflected the higher reference range values for ALT that were used in 1994/95 than in subsequent years.
DISCUSSION These analyses were the first longitudinal assessment of the fluorochemical
medical surveillance program at 3M's Antwerp and Decatur manufacturing sites. Overall, we observed no associations that were consistent with the toxicological evidence that PFOS produces a hypolipidemic effect at threshold dosages in rats and primates (3M Company 2000; Haughom and Spydevold 1992; Ikeda et al 1987; Pastoor et al 1987; Seacat et al 200 la; 200 lb; Sohlenius et al 1993). Our results did suggest a positive association between temporal changes in cholesterol and triglycerides and PFOA; however this is also inconsistent with the toxicological evidence that PFOA may result in a hypolipidemic effect in rats (Haughom and Spydevold 1992; Pastoor et al 1987) but produced no effect on blood lipids in primates (Butenhoff et al 2001).
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Even though we were able to perform a longitudinal assessment, there were several limitations to our analyses. We were limited to 175 employees of which only 41 (24 percent) participated in all three surveillance years. Although a greater absolute number of Decatur employees (but not percent-wise) have participated during each year, for this longitudinal assessment there were more Antwerp (57 percent) than Decatur (43 percent) employees. Antwerp employees have had lower serum PFOS level by approximately 0.5 ppm (Olsen et al 1998; Olsen et al 1999a; 1999b; 2001a; 2001b; 2001c). There were insufficient numbers of female employees for any meaningful longitudinal analysis. Given the variability inherent in the analytical method (Hansen et al 2001) and the different laboratories used, serum PFOS and PFOA levels may have systematic error incorporated in each measurement that we were unable to assess as blood samples were analyzed only at the time of the surveillance program. This systematic error may have masked associations with lipid or hepatic clinical chemistries, although the range of PFOS and PFOA measured was relatively consistent throughout the study time period. Because 3M has announced a phase-out of the production of perfluorooctanyl chemistry-related materials, we doubt that there will be many more subjects in the future that can be included in this longitudinal assessment. Also, the findings from this assessment would suggest that serum PFOS levels have either remained constant or declined slightly over time among these 175 employees. On the other hand, serum PFOA levels appeared to trend upwards, on average, by approximately 0.5 to 1.0 ppm for these employees. Another limitation is the fact that the serum PFOS and PFOA levels measured in these employees were lower than those that cause effects in laboratory animals.
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In summary, a longitudinal analysis over a six year time period of 175 Antwerp and Decatur male employees did not show significant changes, consistent with toxicological data, of lipid or hepatic clinical chemistry values associated with either PFOS or PFOA. The PFOS and PFOA serum levels measured in these employees were lower than those that cause effects in laboratory animals.
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REFERENCES
3M Company (2000). SDDS Initial assessment report: Perfluorooctane sulfonic acid and its salts. St. Paul (MN):3M Company, (unpublished report). Minneapolis (MN):University of Minnesota, (unpublished report).
Anderson DJ, Mulvana DE (1997a). Analytical Report for the Determination of Perfluorooctanoate and Periluorooctanesulfonate in Human Serum by LC/MS. Ithaca NY:Advanced Bioanalytical Services Inc; August 1997.
Anderson DJ, Mulvana DE (1997b). Analytical Report for the Determination of Perfluorooctanoate and Perfluorooctanesulfonate in Human Serum by LC/MS. Ithaca NY:Advanced Bioanalytical Services Inc; September 1997.
Butenhoff JL, Costa G, Elcombe C, Farrar D, Hansen K, Iwai H, Jung R, Kennedy G, Lieder P, Olsen GW, Thomford P. Toxicity of ammonium perfluorooctanoate (APFO) in cynomolgus monkeys after 26 weeks of oral dosing, (unpublished report)
Hansen KJ, Clemen LA, Ellefson ME, Johnson JHO (2001). Compound-specific, quantitative characterization of organic fluorochemicals in biological matrices. Environ Sei Technol 35:766-770.
Haughom B, Spydevold (1992). The mechanism underlying the hypolipmie effect of perfluoroctanoic acid (PFOA), perfluoroctanesulphonic acid (PFOSA) and clofibric acid. Biochemica et Biophysica Acta 1128:65-72.
Ikeda T. Fukuda K, Mori I, Enomoto M, Komai T, Suga T (1987). Induction of cytochrome P-450 and peroxisome proliferation in rat liver by perfluorinated octanesulfonic acid. In: Perixosmes in Biology and Medicine. (HD Fahmi and H Sies, eds) New York:Springer Verlag, pp 304-308.
Johnson JD, Wolter JT, Colaizy GE, Rethwill PA, Nelson RM. Quantification of Perfluorooctanoate and Perfluorooctanesulfonate in Human Serum Using Ion-Pair Extraction and High Performance Liquid Chromatography-Thermospray Mass Spectrometry with Automated Sample Preparation. St. Paul, MN:3M Env Lab, 1996.
Littell RC. Pendergast J, Natarajan R (2000). Modeling covariance structure in the analysis of repeated measures data. Stat Med 19:1793-1819.
Littell RC. Milliken GA, Stroup WW, Wolfinger RD. SAS System for Mixed Models. Cary NC:SAS Institute Inc.. 1996, 633 pp.
Olsen GW. Burris JM, Mandel JH. Zobel LR (1998). An epidemiologic investigation of clinical chemistries, hematology and hormones in relation to serum levels of perfluorooctane sulfonate in male fluorochemical production employees. St. Paul:3M Company (unpublished report).
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Olsen GW, Burris JM, Mandel JH, Zobel LR (1999a). Serum perfluorooctane sulfonate and hepatic and lipid clinical chemistry tests in fluorochemical production employees. JOEM 41(9):799-806.
Olsen GW, Logan PW, Simpson CA, Hansen KJ, Burris JM, Burlew MM, Schumpert JC, Mandel JH (1999b). Fluorochemical exposure assessment of Decatur chemical and film plant employees. St. Paul:3M Company (unpublished report).
Olsen GW, Burris JM, Burlew MM, Mandel JH (2000). Plasma cholecystokinn and hepatic enzymes, cholesterol and lipoproteins in ammonium perfluorooctanoate production workers. Drug Chem Toxicol 23(4):603-620.
Olsen GW, Burlew MM, Burris JM, Mandel JH (2001a). A cross-sectional analysis of serum perfluorooctansulfonate (PFOS) and perlfuorooctanoate (PFOA) in relation to clinical chemistry, thyroid hormone, hematology and urinalysis results from male and female employee participants of the 2000 Antwerp and Decatur fluorochemical medical surveillance program. St. Paul (MN):3M Company (unpublished report).
Olsen GW, Schmickler MN. Tierens JM, Logan PW, Burris JM, Burlew MM, Lundberg JK, Mandel JH (2001b). Descriptive summary of serum fluorochemical levels among employee participants of the year 2000 Antwerp fluorochemical medical surveillance program. St. Paul:3M Company (unpublished report).
Olsen GW, Logan PW, Simpson CA, Burris JM, Burlew MM, Lundberg JK, Mandel JH '(2001c). Descriptive summary of serum fluorochemical levels among employee participants of the year 2000 Decatur fluorochemical medical surveillance program. St Paul:3M Company (unpublished report).
Pastoor TP, Lee KP, Pern MA, Gillies PJ (1987). Biochemical and morphological studies of ammonium perfluorooctanoate-induced hepatomegaly and peroxisome proliferation. Exp Mol Pathol 47:98-109.
Seacat AM, Thomford PJ, Hansen KJ, Clemen LA, Case MT, Butenhoff JL (2001a). Sub-chronic dietary toxicity of potassium perfluorooctanesulfonic acid in rats. Toxicol Sei (submitted 2001a).
Seacat AM. Thoford PJ, Hansen KJ, Olsen GW, Case MT. Butenhoff JL. Subchronic toxicity studies on perfluorooctanesulfonate potassium salt in cynomolgus monkeys. Toxicol Sei (submitted. 2001b).
Sohlenius AK, Eriksson AM, Hogstrom C, Kimland M, DePierre JW (1993). Perfluorooctane sulfonic acid is a potent inducer of peroxisomal fatty acid B-oxidation and other activities known to be affected by peroxisome proliferators in mouse liver. Pharmacol Toxicol 72:90-93.
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Table 1. Cross-Sectional Analysis ol Mean and Standard Deviation of Serum PEOS, PEOA.TOE, Demographic Characteristics and Clinical Chemistries of Antwerp and Decatur Male Employees Who Participated in Two or More Medical Surveillance Examinations Between 1994/95 and 2000
Page 20 ol (>)
1994/1995
1997
20(H)
Antwerp (N = 66)
Decatur (N = 40)
Antwerp (N = 55)
Decatur (N = 55) AnKyerp (N=1<)()) Decatur (N = 75)
Mean SI)
Mean SD
Mean
SD
Mean
SD
Mean SD
Mean SD
1.87 1.96
2.62a 1.78
1.42 1.26
1.85 1.64
1.16 1.07
1.67" 1.39
PEOA
1.08 1.51
1.90" 1.08
1.54 1.61
1.41 1.17
1.43 1.21
1.83" 1.53
TOP
1.96 1.77
3.(H)" 1.77
1.98 1.48
2.17 1.76
1.74 1.24
2.14" 1.72
Age
.16 6.6 41" 6.0 12
6.8 43d 7.3 38 7.8 47d 7.0
HMI
21.9 2.4 28.0l1 3.7 23.2 2.4
29. ld
4.3
24.7 2.8
29.0d 4.1
Alcohol
1.1`` l.l
0.1 0.6
0.9d 1.0
0.1 0.1
l.ld 1.0
0.1 0.2
Baseline Years Worked
Cigarettes
11.0 4
5.7 7
20.4d 7.1 10" 15
7.0 5.2 57
20.0d 5
6.1 10
9.1 6.1 58
20.T 8.5 5 11
Cholesterol 217 41
219 38
202 45
214 35
220 41
213 40
HDL
54" 11
43 13
49c 11
43 10
53d 12
44 10
Triglycerides 111
79
204d 122
108 53
181d 112
131 80
178c 115
Aik Phos
72 18
103d 27
68 15
87d 20
58 14
74d 21
(iC!T ASP
17 25 25 11
47 24 3,a 11
21 11 26 6
31* 27 26 ' 8
25 19 24 7
29 18 25 7
AL'r
44 17
49 25
30 12
32 15
23 II
32d 14
Total Bilirubin 0.9l1
0.4
0.5 0.2
0.8" 0.4
0.6 0.2
l.0d 0.3
0.8 0.2
Direct Bilirubin 0.2
0.4
0.2 0.04
0.1" 0.07
0.1 0.04 0.1" 0.05 0.1 0.06
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PFOS
Table 2. Cross-Sectional Analysis o f Mean and Standard Deviation o f Scrum PFOS, PF'OA, TOP'. Demographic Characteristics and Clinical Chemistries o f Three Subgroups of Antwerp Male Employees (A, 1$ and C)
Who Participated in Tw o or More Medical Surveillance Examinations Between 1905 and 2000
,M \I l O I I I | M iiy
*`'"c nl iK'
1995 1997
2000
A (N = 21)
B (N = 45)
A (N = 21)
C(N = 34)
A (N = 21)
B (N = 45)
C(N = 34)
Mean SD
Mean SD
Mean SD
Mean SD
Mean SD Mean SD Mean SD
2.19 1.27
1.72 2.20
2.24" 1.32
0.91 0.93
1.53. 0.87 1.20 1.31 0.87" 0.71
PFOA
132 1.28
0.96 1.64
2.37" 2.28
1.04 ; 0.61
2.06" 1.04 1.17 1.37 1.38 0.94
TOP
2.33 1.20
1.78 1.98
3.08" 1.59
1.31 0.91
2.41" 0.81 1.58 1.51 1.52 0.89
aOr"Ci
Age
33 6
37" 7
35" 5 30 7
6 42"
7 32"
7
BMI
23.4 2.7
24.1 2.3
23.8 2.8 22.7 2.0
24.3 3.4 25.5l 2.7 23.9 2.4
Drinks/day
1.3 1.4
1.0 0.9
1.2 1.2
0.7 0.8
i. r 1.3 1.2 1.1 0.8 0.6
Cigarettes/day 4
7
48
57
57
6 84 85 8
Baseline Years 9.9 4.3 Worked
11.6 63
9.9 4.3
5.3 4.9
9.9 4.3 11.6 6.3 5.3 4.9
Cholesterol 208 46
220 41
226" 50
187 34
229 46 233" 38 196 31
HDL
56 11 53 13 51 9 48 11
56 12 52 11 52 13
Triglycerides 85 49
123 88
115 69
104 41
123 65 154 95 105 55
Aik Phos
69 20
73 16
67 19
69 12
55 17 60 14 58 12
(KIT
30 9
41 29
25 10
22 11
23 13 30 25 19 11
AST
25 5
25 13 26 5 26 7
22 5 25 9 23 6
ALT
42 8
46 20
31 12
30 13
22 II 25 13 21
7
Total Bilirubin 1.0 0.3
0.8 0.4
0.8 0.3
0.8 0.4
1.0 0.3 1.0 0.3 0.9 0.3
Direct Bilirubin 0.2 0.04
0.2 0.04
0.1 0.05 0.2 0.08
0.1 0.03 0.1 0.06 0.1 0.06 2. IH-
PFOS
Table V Cross-Sectional Analysis of Mean and Standard Deviation of Serum PFOS, PFOA, TOF, Demographic Characteristics and Clinical Chemistries of Three Subgroups of Decatur Male Employees (A, B and C)
Who Participated in Two or More Medical Surveillance Examinations Between 1994 and 2()(X)
.MWi iimp.ms Page 22 oi'<>3
]994_____________ ______________ 1997_____________ ______________________ 2000
A (N = 20)
B (N = 20)
A (N = 20)
C (N = 35)
A (N = 20)
B (N = 20)
C (N = 35)
Mean SD
Mean SD
Mean SD
Mean SD
Mean SD Mean SD Mean SD
2.07 1.67
3.17* 1.76
1.93 1.76
1.80 1.59
1.78 2.14 1.84 1.03 1.51 0.98
PFOA
1.50 0.87
2.30" 1.14
1.41 1.16
1.41 ; 1.20
1.46 1.34 2.60* 2.02 1.60 1.14
TOF
2.37 1.54
3.64" 1.79
2.22 1.78
2.14 1.78
2.16 2.16 2.98 1.76 2.08 1.32
Age
42 7
44 5
45 7 42 8
48 7 50 5 45 8
BMI
28.2 4.0
27.7 3.3
28.3 4.1 29.6 4.5
28.9 4.1 28.7 3.3 29.3 4.5
Drinks/day
0.1 0.3
0.4 0.8
0.1 0.1
0.1 0.2
0.0 0.1 0.2 0.3 0.1 0.2
Cigaretlcs/day 6
13
14 15
4 10
5 II
3 8 10 15 4 9
Baseline Years 19.6 Worked
8.6
21.3 5.2
19.6 8.6 20.2 10.0
19.6 8.6 21.3 5.2 20.2 10.0
Cholesterol 235" 34
204 36
223 31
208 37
228 39 199" 33 212 41
HDL
47" 16
39 9
45 11 41
9
47 12 38* 6 45
9
Triglycerides 180 88
229 148
188 115
178 112
193 124 187 76 165 128
Aik Phos
98 29
107 24
85 22
87 18
70 27 82 17 72 20
GOT
41 25
52 22
35 36
31 20
29 16 34 23 27 17
AST
32 15
29 6
25 6 27 8
26 8 25 4 25 7
ALT
52 33
47 11
30 15
34 16
30 18 32 11 33 14
Total Bilirubin 0.6 0.2
0.5 0.2
0.6 0.2
0.6 0.2
0.8 0.2 0.7 0.2C 0.8 0.2
Direct Bilirubin 0.2" 0.05
0.2 0.04
0.1 0.04 0.1 0.05
0.1 0.08 0.1 0.04 0.1 0.06
000275
3M Company Page 23 of 63
Table 4. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change including PFOS and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
4.868
0.127
<.0001
4.618
5.118
PFOS
0.010
0.008
.18 - 0.005 0.025
Years Observation
0.0009
0.005
.84 - 0.008 0.010
PFOS x Years Obs Age BMI Drinks/day Cigarettes/day Location* Entry Period** Baseline Years Worked
- 0.0004 0.007 0.006 0.014
- 0.0009 0.034 0.064
- 0.004
0.002 0.003 0.003 0.012 0.001 0.037 0.028 0.003
.83 -0.004 0.003
.01
0.002
0.013
.07
- 0.0005
0.013
.27 -0.011
0.038
.41 - 0.003 0.001
.36 - 0.039 0.108
.02
0.009
0.119
.20 - 0.009 0.002
#natural log Antwerp vs Decatur **1994/95 vs 1997
000276
3M Company Page 24 of 63
Table 5. Mixed Model Coefficient listimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
4.812
0.127
<.0001
4.561
5.063
PFOA
0.032
0.009
.0008
0.013
0.051
Years Observation
0.005
0.005
.24 - 0.004 0.014
PFOA x Years Obs
- 0.005
0.002
.005 - 0.009 - 0.002
Age
0.008
0.003
.007 0.002 0.013
BMI
0.007
0.003
.049
0.00004
0.013
Drinks/day Cigarettes/day
0.014 -0.001
0.012 0.001
.263 -0.010 .32 -0.003
0.037 0.001
Location*
Entry Period**
Baseline Years Worked
0.041 0.068 - 0.004
0.037 0.027 0.003
.27 - 0.032 0.114
.01
0.015
0.122
.15 - 0.009 0.001
#natural log Antwerp vs Decatur **1994/95 vs 1997
000277
3M Company Page 25 of 63
Table 5A. Mixed Model Coefficient Estimates, Standard Errors (SE),P-Values and 95% Confidence Limits from "Testing Potential Determinants of Cholesterol* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
4.710
0.149
< 0001
4.414
5.005
PFOA
0.029
0.012
.01
0.006
0.053
Years Observation PFOA x Years Obs Age BMI
0.005 - 0.003
0.009 0.008
0.006 0.003 0.003 0.005
.36 -0.006 .20 - 0.009 .008 0.003 .14 -0.003
0.017 0.002 0.016 0.019
Drinks/day
0.022
0.013
.09 - 0.004 0.047
Cigareltes/day
0.0007
0.002
.70 -0.003 0.004
Entry Period**
0.079
0.038
.04
0.004
0.153
Baseline Years Worked
- 0.002
0.004
.67 -0.010 0.007
*natural log **1994/95 vs 1997
000278
3M Company Page 26 of 63
Table 5B. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Subgroup A (1995, 1997 and 2000) Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
5.059
0.414
< 0001
4.194
5.925
PFOA
0.044
0.020
.03
0.004
0.084
Years Observation
0.037
0.015
.02
0.007
0.067
PFOA x Years Ohs Age BMI Drinks/day
-0.013 - 0.0007
0.004 -0.016
0.005 0.012 0.012 0.019
.02 .95 .77 .41
- 0.023 - 0.025 - 0.020 - 0.054
- 0.002 0.024 0.028 0.023
Cigarettes/day
0.003
0.005
.51 -0.007 0.013
Baseline Years Worked
0.015
0.016
.36 -0.018 0.047
#natural log
000279
3M Company Page 27 of 63
Tabic 5C. Mixed Model Coefficient Estimates, Standard Briois (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Subgroup B (1995 and 2000) Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept PFOA
4.838 0.018
0.244 0.017
<0.001 .30
4.346 -0.016
5.330 0.052
Years Observation PFOA x Years Obs Age BMI Drinks/day
0.005 - 0.002
0.004 0.014 0.017
0.008 0.004 0.005 0.009 0.022
.55 -0.011 0.021
.58 - 0.009 0.005
.40 -0.006
0.015
.13 -0.004 0.031
.45 - 0.028 0.061
Cigarettes/day
Baseline Years Worked
0.002 -0.0001
0.003 0.006
.44 -0.004 0.009
.99 - 0.011
0.011
*natural log
000280
Table 5D. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Subgroup C (1997 and 2000) Male Employees
3M Company Page 28 of 63
95% Confidence Limits
Coefficient
SE
p- value
Lower
Upper
Intercept
4.528
0.281
< 0001
3.955
5.100
PFOA
0.004
0.062
.95 -0.125 0.132
Years Observation
- 0.010
0.026
.70 - 0.065 0.044
PFOA x Years Obs
0.010
0.022
.65 - 0.035 0.055
Age
0.016
0.006
.01
0.004
0.028
BMI
0.009
0.012
.43 -0.015 0.033
Drinks/day
0.033
0.032
.31 - 0.033 0.100
Cigareltes/day
-0.0001
0.003
.97 -0.007 0.006
Baseline Years Work
- 0.005
0.008
.49 -0.021 0.011
#natural log
?1
Table 5E. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change Including PFOA and the Interaction with Number of Years of Observation of Decatur Male Employees
3M Company Page 29 of 63
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept PFOA
5.220 0.016
0.206 0.016
<.0001 .34
4.810 -0.017
5.630 0.048
Years Observation
- 0.002
0.008
.77 - 0.017 0.013
PFOA x Years Obs Age BMI Drinks/day Cigarettes/day Entry Period** Baseline Years Worked
- 0.003 0.002 0.003
- 0.088 - 0.002
0.047 - 0.002
0.003 0.005 0.004 0.035 0.001 0.040 0.004
.22 -0.009 0.002
.70 -0.008 0.012
.55 - 0.006 0.011
.01
-0.158
-0.018
.15 -0.004 0.0007
.24 - 0.032 0.125
.62 -0.010 0.006
*natural log **1994/95 vs 1997
000282
3M Company Page 30 of 63
Table 6. Mixed Model Coefficienl Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from 'i'esting Potential Determinants of Cholesterol* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
4.828
0.127
<.0001
4.577
5.079
TOF
0.021
0.008
.007 0.006 0.035
Years Observation
0.004
0.005
.37 - 0.005 0.014
TOF x Years Obs
- 0.003
0.001
:
.07
-0.005
0.0003
Age
0.007
0.003
.01
0.002
0.013
BMI
0.006
0.003
.05
-0.0001
0.013
Drinks/day
0.012
0.012
.32 - 0.012 0.036
Cigarettes/day
-0.001
0.001
.37 -0.003 0.001
Location*
0.042
0.037
.26 - 0.032 0.115
Entry Period**
0.063
0.027
.02
0.010
0.117
Baseline Years Worked
- 0.004
0.003
.17 -0.009 0.002
"natural log Antwerp vs Decatur **1994/95 vs 1997
000283
'Fable 6A. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp Male Employees
Page 31 of 63
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
4.721
0.150
< .0001
4.424
5.018
TOF
0.017
0.011
.12 -0.004 0.038
Years Observation TOF x Years Obs Age BMI Drinks/day Cigarettes/day Entry Period** Baseline Years Worked
0.004 - 0.0008
0.009 0.009 0.019 0.0008 0.070 - 0.0008
0.007 0.002 0.003 0.006 0.013 0.002 0.038 0.004
.55 - 0.009 0.017
.70 -0.005 0.003
.01
0.002
0.016
.12 -0.002 0.020
.14 - 0.006 0.045
.69 - 0.003 0.005
.07 -0.006 0.145
.85 - 0.009 0.008
#natural log **1994/95 vs 1997
0002S4
3M Company Page 32 of 63
Table 6B. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Cholesterol* Change Including TOF and the Interaction with Number of Years of Observation of Decatur Male Employees
95% Confidence Limits
Intercept
Coefficient 5.214
SE 0.202
p-value <.0001
Lower 4.811
Upper 5.616
TOF
0.014
0.011
.19 - 0.007 0.035
Years Observation
- 0.002
0.008
.79 -0.018
0.013
TOF x Years Obs Age BMI Drinks/day Cigarettes/day
- 0.002 0.002 0.002
- 0.090 - 0.002
0.002 0.005 0.004 0.035 0.001
:
.22 .69 .55 .012 .161
- 0.006 - 0.008 -0.006 -0.160 -0.004
0.001 0.012 0.011 - 0.020 0.0007
Baseline Years Worked
- 0.002
0.004
.60 -0.010 0.006
*natural log **1994/95 vs J997
0002S5
3M Company Page 33 of 63
Table 7. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of I-IDL* Change Including PFOS and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE :
p-value
Lower
Upper
Intercept PFOS
4.212 - 0.010
0.144 0.008
<.0001 .24
3.930 - 0.026
4.495 0.007
Years Observation
0.002
0.005
.71 - 0.008 0.012
PFOS x Years Obs Age
- 0.001 0.004
0.002 0.003
.52 -0.005 0.002 .22 - 0.002 0.011
BMI Drinks/day
-0.017 0.064
0.004 0.013
< .0001 < .0001
- 0.025 0.037
0.010 0.090
Cigarettes/day
- 0.004
0.001
.0005
- 0.007
- 0.002
Location*
Entry Period**
Baseline Years Worked
0.006 0.025 - 0.007
0.043 0.032 0.003
.89 - 0.079 0.091
.44 - 0.038 0.088
.03
-0.013
- 0.0005
"natural log Antwerp vs Decatur **1994/95 vs 1997
0002S6
3M Company Page 34 of 63
Table 8. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of HDL# Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
4.216
0.145
<.0001
3.929
4.503
PFOA
- 0.006
0.011
,,56 - 0.027
0.015
Years Observation
0.005
0.005
.35 - 0.005 0.014
PFOA x Years Obs Age
- 0.002 0.004
0.002 0.003
.40 - 0.006 0.002 .28 - 0.003 0.010
BMI Drinks/day
-0.017 0.062
0.004 0.013
< .0001 < .0001
- 0.024 0.036
-0.010 0.088
Cigarettes/day
- 0.004
0.001
.0004
- 0.007
- 0.002
Location*
0.008
0.043
.85 - 0.076 0.093
Entry Period**
0.020
0.032
.53 - 0.042 0.082
Baseline Years Worked
- 0.007
0.003
.04
-0.013
- 0.0004
#natural log Antwerp vs Decatur **1994/95 vs 1997
0002S7
3M Company Page 35 of 63
Table 9. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of ITDL#Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
4.217
0.145
<.0001
3.931
4.502
TOF
- 0.006
0.008
.44 - 0.023 0.010
Years Observation TOF x Years Ohs Age BMI Drinks/day
0.004 - 0.0009
0.004 -0.017
0.063
0.005 0.001 0.003 0.004 0.013
.47 .57 .25 <.0001 <.0001
- 0.007 - 0.004 - 0.003 - 0.025
0.037
0.014 0.002 0.010 -0.010 0.089
Cigarettes/day Location*
- 0.004 0.007
0.001 0.043
.0005 .88
- 0.007 - 0.078
- 0.002 0.092
Entry Period**
Baseline Years Worked
0.021 - 0.007
0.032 0.003
.50 -0.041
0.084
.04
-0.013
- 0.0004
#natural log Antwerp vs Decatur **1994/95 vs 1997
000238
3M Company Page 36 of 63
Table 10. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Triglyceride* Change Including PFOS and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
intercept
2.730
0.335
<.0001
2.068
3.392
PFOS
0.025
0.020
.22 -0.015 0.065
Years Observation
- 0.004
0.013
.73 - 0.029 0.021
PFOS x Years Obs
0.006
0.005
.22 - 0.004 0.015
Age
0.003
0.008
.67 -0.011
0.018
BMI
0.006
0.009
<.0001
0.048
0.083
Drinks/day
- 0.029
0.033
.37 - 0.094 0.035
Cigarettes/day
0.011
0.003
.0002
0.005
0.017
Location* Entry Period**
0.052 0.089
0.099 0.073
.60 -0.143
0.247
.22 - 0.055 0.234
Baseline Years Worked
0.005
0.007
.50 -0.010 0.019
#natural log Antwerp vs Decatur **1994/95 vs 1997
000289
JM Company Page 37 of 63
Table 11. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from 'I'esting Potential Determinants of Triglyceride* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
2.539
0.332
<.0001
1.883
3.196
PFOA
0.094
0.025
.0002
0.045
0.144
Years Observation
0.007
0.012
.57 -0.017 0.031
PFOA x Years Obs
- 0.008
0.005
.12 -0.018 0.002
Age
0.006
0.007
.42 - 0.009 0.021
BMI
0.066
0.009
< .0001
0.049
0.083
Drinks/day Cigarelles/day
- 0.027 0.011
0.032 0.003
.40 .0002
- 0.090 0.005
0.037 0.017
Location*
Entry Period**
Baseline Years Worked
0.072 0.098 0.003
0.096 0.070 0.007
.46 -0.118 0.262
.17 -0.041
0.236
.67 -0.011
0.017
Natural log
^ 1 ^ 4 /9 5 vs lUiW
000290
3M Company Page 38 of 63
Table I IA. Mixed Model Coefficient Listmates,'Standard Errors (SE), P-Values and 95% Confidence Limits from 'Iesting Potential Determinants of Triglyceride* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept PFOA
3.067 0.089
0.394 0.030
<.0001 .005
2.286 0.028
3.848 0.149
Years Observation
0.024
0.015
.12 - 0.006 0.053
PFOA x Years Obs Age BMI Drinks/day Cigarettes/day Entry Period** Baseline Years Worked
-0.010 0.012 0.039
- 0.026 0.018 0.013 0.003
0.007 0.009 0.014 0.033 0.005 0.100 0.011
.15 .22 .007 .44 .0004 .90 .76
- 0.023 -0.007
0.011 - 0.092
0.008 -0.212 -0.019
0.004 0.030 0.068 0.040 0.028 0.186 0.026
#natural log **1994/95 vs 1997
000291
3M Company Page 39 of 63
Table 11H. Mixed Model Coefficient Hstmates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Triglyceride* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Subgroup A (1995, 1997 and 2000) Male Employees
95% Confidence Limits
Intercept PFOA
Coefficient 3.104 0.182
SE 1.063 0.051
p-value .009 .001
Lower 0.880 0.079
Upper 5.328 0.286
Years Observation PFOA x Years Obs Age BMI Drinks/day Cigarettes/day Baseline Years W orked__
0.167 -0.061 - 0.007
0.039 - 0.082 0.008 0.036
0.037 0.011 0.031 0.030 0.051 0.012 0.041
< .0001 <.0001
.83 .20 .12 .52 .40
0.091 - 0.084 - 0.069 -0.021 -0.186 -0.017 -0.049
0.241 - 0.039
0.056 0.100 0.023 0.033 0.120
*natural log
000292
3M Company Page 40 of 63
'Fable 11C. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Triglyceride* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Subgroup B (1995 and 2000) Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
2.775
0.523
<.0001
1.720
3.830
PFOA Years Observation
0.097 0.005
0.038 0.018
i
.02 .80
0.019 - 0.033
0.174 0.042
PFOA x Years Obs
0.0008
0.009
.93 -0.017 0.018
Age
0.019
0.0 II
.10 -0.004 0.041
BMI
0.042
0.019
.04
0.003
0.081
Drinks/day
0.038
0.050
.45 - 0.062 0.138
Cigarettes/day
0.022
0.007
.003 0.008 0.036
Baseline Years Worked
- 0.002
0.012
.83 - 0.026 0.021
#natura! log
000293
3M Company , Page 41 of 63
Table I ID. Mixed Model Coeffieienl Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Triglyceride* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp Subgroup C (1997 and 2000) Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
3.285
0.744
.0001
1.769
4.801
PFOA
0.032
0.149
.83 .
- 0.280
0.344
Years Observation
- 0.072
0.063
.26 - 0.203 0.058
PFOA x Years Obs Age BMI
0.020 - 0.005
0.057
0.051 0.016 0.030
.70 - 0.087 0.128 .77 - 0.038 0.028 .08 -0.006 0.120
Drinks/day
- 0.025
0.081
.76
0.195
0.145
Cigarettes/day
0.019
0.008
.032 0.002 0.036
Baseline Years Worked
0.010
0.021
.65 - 0.034 0.053
^natural log
000294
3M Company Page 42 of 63
Table 11E. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Triglyceride* Change Including PFOA and the Interaction with Number of Years of Observation of Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
2.581
0.567
<.0001
1.450
3.712
PFOA Years Observation PFOA x Years Obs Age BMI Drinks/day Cigarettes/day Entry Period** Baseline Years Worked
0.054 - 0.028
0.002 - 0.0008
0.073 - 0.038
0.005 0.274 0.009
0.046 0.022 0.008 0.013 0.012 0.099 0.004 0.109 0.011
t
.24 .20 .85 .95 <.0001 .70 .16 .01 .44
- 0.037 -0.071 -0.014 - 0.028 0.050 - 0.235 - 0.002 0.058 -0.013
0.145 0.015 0.017 0.026 0.096 0.158 0.012 0.491 0.030
Natural log **1994/95 vs 1997
000295
3M Company Page 43 of 63
Table 12. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Triglyceride* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE \
p-value
Lower
Upper
Intercept TOF
2.612 0.053
0.334 0.020
<.0001 .008
1.953 0.014
3.272 0.093
Years Observation TOF x Years Obs Age BMI Drinks/day Cigarettes/day Location* Entry Period** Baseline Years Worked
- 0.0005 - 0.0005
0.004 0.066 -0.031 0.011 0.074 0.085 0.004
0.013 0.004 0.007 0.009 0.032 0.003 0.098 0.071 0.007
.97 .91 .57 <.0001 .34 .0002 .45 .23 .58
- 0.027 -0.008 -0.010
0.049 - 0.095
0.005 -0.119 - 0.055 -0.010
0.026 0.007 0.019 0.084 0.033 0.017 0.266 0.226 0.018
#natural log *Antwerp vs Decatur **1994/95 vs 1997
000296
3M Company Page 44 of 63 .
Table 12A. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from 'Jesting Potential Determinants of Triglyceride* Change IncludingTOF and the Interaction with Number of Years of Observation for Antwerp Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept TOF
3.078 0.053
0.395 0.028
<.0001 .06
2.294 - 0.002
3.862 0.107
Years Observation
0.016
0.017
.35 -0.018 0.049
TOF x Years Obs
- 0.0007
0.006
.90 -0.012 0.010
Age
0.009
0.009
.32 -0.009 0.028
BMI Drinks/day
0.042 - 0.032
0.014 0.034
0.004 .34
0.014 - 0.099
0.071 0.035
Cigarettes/day
Entry Period**
Baseline Years Worked
0.018 - 0.045
0.007
0.005 0.101 0.011
.0005 .66 .56
0.008 - 0.245 - 0.016
0.029 0.155 0.029
*natural log **1994/95 vs 1997
000297
3M Company Page 45 of 63
Table 12B. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Triglyceride* Change Including TOF and the Interaction with Number of Years,of Observation for Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
2.644
0.563
< .0001
1.521
3.766
TOF
0.031
0.030
.29 - 0.028 0.090
Years Observation
- 0.035
0.022
.12- - 0.079
0.009
TOF x Years Obs
0.004
0.005
.45 -0.007 0.015
Age
- 0.002
0.014
.90 - 0.029 0.025
BMI
0.073
0.012
<.0001
0.050
0.010
Drinks/day
- 0.030
0.099
.76 - 0.227 0.166
Cigarettes/day
0.005
0.004
.20 - 0.003 0.012
Entry Period**
Baseline Years Worked
0.275 0.009
0.111 0.011
.01
0.055
0.494
.44 -0.013 0.030
*natural log **1994/95 vs 1997
000298
3M Company Page 46 of 63
Table 13. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Alkaline Phosphatase* Change Including PFOS and the Interaction with
Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
3.789
0.176
< .0001
3.442
4.137
PFOS
0.002
0.009
.87 -0.017 0.020
Years Observation
-0.051
0.006
< .(KM)1
- 0.062
- 0.040
PFOS x Years Obs
0.002
0.002
.47 -0.003 0.006
Age
0.005
0.004
.20 -0.003 0.012
BMI
- 0.0007
0.004
.88 -0.009 0.008
Drinks/day
-0.001
0.014
.94 - 0.030 0.028
Cigarettes/dny
0.003
0.001
.03
0.0004
0.006
Location*
- 0.242
0,049
<.0001
-0.338
-0.145
Entry Period**
0.098
0.037
.008 0.025 0.171
Baseline Years Worked
- 0.006
0.004
.10 -0.013 0.001
Triglycerides*
0.113
0.024 ;
<.0001
0.067
0.160
*natural log Antwerp vs Decatur **1994/95 vs 1997
000299
3M Company Page 47 of 63 .
'Fable 14. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Alkaline Phosphatase* Change Including PFOA and the Interaction with
Number of Years of Observation of Antwerp and Decatur Male Employees
' 95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept PFOA
3.785 0.005
0.176 0.012
<.0001 .69
3.437 -0.019
4.133 0.028
Years Observation
- 0.047
0.006
< .0001
- 0.058
- 0.036
PFOA x Years Obs
-0.001
0.002
.62 - 0.005 0.003
Age
0.005
0.004
.19 -0.002 0.013
BMI
- 0.0009
0.004
.85 - 0.010 0.008
Drinks/day
- 0.002
0.015
.89 -0.031
0.027
Cigarettes/day
0.003
0.001
.03
0.0004
0.006
Location*
- 0.243
0.049 ,
< .0001
- 0.340
-0.147
Entry Period**
0.100
0.036
.007 0.028 0.172
Baseline Years Worked
Triglycerides*
-0.006 0.114
0.004 0.024
.09 <.0001
- 0.014 0.066
0.001 0.161
#natural log
Antwerp vs Decatur **l004/0<t uc 1007
000300
3M Company Page 48 of 63
Tabic 15. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 9 5 % Confidence Limits Iront Testing Potential Determinants of Alkaline Phosphatase* Change Including TOF and the Interaction with
Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
3.789
0.177
< .0001
3.441
4.138
TOE
- 0.00004
0.009
.99 -0.019 0.018
Years Observation
- 0.049
0.006
<.0001
- 0.060
- 0.037
TOF x Years Obs
- 0.00006
0.0017
.97 - 0.003
0.003
Age
0.005
0.004
.19 -0.003
0.012
BMI
-0.001
0.004
.82 - 0.010 0.008
Drinks/day
- 0.002
0.015
.91 -0.031 0.028
Cigarettes/day
0.003
0.001
.03
0.0004
0.006
Location*
- 0.245
0.049
<.0001
- 0.342
-0.148
Entry Period**
0.100
0.036
.007 0.028 0.172
Baseline Years Worked
- 0.006
0.004
.10 -0.013 0.001
Triglycerides*
0.115
0.024
< .0001
0.068
0.162
*natural log Antwerp vs Decatur **1994/95 vs 1997
000301
3M Company Page 49 of 63
Table 16. Mixed Model Coefficient Iis!imales, Standard Errors (SE), P-Values and 95% Confidence Limits from 'Festing Potential Determinants of GGT* Change Including PFOS and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
1.883
0.373
<.0001
1.146
2.620
PFOS
- 0.004
0.020
.84 - 0.043 0.035
Years Observation
- 0.075
0.012
< .0001
- 0.098
-0.051
PFOS x Years Obs
0.004
0.004
.42 - 0.005 0.012
Age
- 0.003
0.008
.74 -0.019 0.013
BMI
0.005
0.009
.59 -0.013 0.024
Drinks/day
0.042
0.031
.18 - 0.020 0.104
Cigarettes/day
- 0.0009
0.003
.77 - 0.007 0.005
Location*
- 0.096
0.104
.36 - 0.030 0.110
Entry Period**
0.358
0.078
<.0001
0.204
0.512
Baseline Years Worked
0.008
0.007
.30 - 0.007 0.024
Triglycerides*
0.251
0.050
< .0001
0.152
0.350
#natural log *Antwerp vs Decatur **1994/95 vs 1997
000302
Table 17. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of GGT* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
3M Company Page 50 of 63
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
1.876
0.374
< .0001
1.138
2.613
PFOA
- 0.009
0.025
.72 - 0.058 0.040
Years Observation
- 0.077
0.012
<.0001
-0.100
- 0.054
PFOA x Years Obs
0.005
0.005
.29 -0.004 0.014
Age
- 0.002
0.008
.76 -0.018 0.013
BMI
0.004
0.009
.64 - 0.014 0.023
Drinks/day
0.043
0.031
.17 -0.019 0.105
Cigareltes/day
- 0.0007
0.003
.82 -0.007 0.005
Location*
- 0.097
0.104
.35 - 0.301 0.108
Entry Period**
0.355
0.077
< .0001
0.203
0.507
Baseline Years Worked
0.008
0.008
.30 -0.007 0.024
Triglycerides'
0.256
0.051
< .0001
0.156
0.356
'natural log Antwerp vs Decatur **1994/95 vs 1997
000303
3M Company Page 51 of 63
'Fable 18. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of GGT* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
1.870
0.374
<.0001
1.132
2.608
TOF
0.002
0.020
.93 - 0.037 0.041
Years Observation
- 0.079
0.013
< .0001
-0.104
- 0.054
TOF x Years Obs
0.004
0.003
.25 -0.003 0.011
Age
- 0.003
0.008
.75 -0.018 0.013
BMI
0.005
0.009
.57 -0.013 0.024
Drinks/day Cigarettes/day Location* Entry Period** Baseline Years Worked Triglycerides*
0.043 - 0.0009 - 0.088
0.352 0.008
0.249
0.031 0.003 0.104 0.078 0.008
0.050
.17 .77 .40 <.0001 .31
<.0001
-0.019 - 0.007 - 0.294
0.200 - 0.007
0.149
0.104 0.005 0.117 0.505 0.024
0.348
Antwerp vs Decatur **1994/95 vs 1997
000304
Table 19. Mixed Model Coefficient estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of AST* Change Including PFOS and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
3M Company Page 52 of 63
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
3.080
0.198
<.0001
2.689
3.471
PFOS
0.010
0.011
.39 -0.013 0.032
Years Observation
- 0.009
0.007
.19 - 0.024 0.005
PFOS x Years Obs
0.0007
0.003
.79 - 0.005 0.006
Age
- 0.008
0.004
.05
- 0.016
- 0.00005
BMI Drinks/day
0.004 0.030
0.005 0.0 J8
.47 -0.007 0.014 .11 -0.007 0.066
Cigarettes/day Location* Entry Period**
- 0.003 0.102 0.039
0.002 0.053 0.039
.07 -0.006 0.0002 .06 - 0.206 0.003 .32 - 0.038 0.116
Baseline Years Worked
0.005
0.004
.22 -0.003 0.012
Triglycerides*
0.063
0.029
.03
0.005
0.121
*natural log *Antwerp vs Decatur **1994/95 vs 1997
000305
3M Company Page 53 of 63
Table 20. Mixed Model Coefficient list mates, Standard Errors (SE), P-Values and 95% Confidence Limits from 'I'esting Potential Determinants of AST* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
3.053
0.199
<.0001
2.661
3.445
PFOA
0.027
0.015
.06 - 0.002 0.056
Years Observation
- 0.008
0.007
.28 - 0.022 0.006
PFOA x Years Obs
- 0.002
0.003
.41 -0.008 0.003
Age
- 0.007
0.004
.08 -0.015 0.0008
BMI
0.004
0.005
.39 - 0.006 0.015
Drinks/day
0.030
0.018
.10 -0.006 0.066
Cigaretles/day
- 0.003
0.002
.07 -0.006 0.0002
Location* Entry Period**
- 0.097 0.044
0.053 0.039
.07 - 0.201 0.008 .26 - 0.032 0.120
Baseline Years Worked
0.004
0.004
.27 - 0.003 0.012
Triglycerides*
0.054
0.030
.07 -0.004 0.113
"natural log Antwerp vs Decatur **1994/95 vs 1997
000306
3M Company Page 54 of 63
'faille 2 1. Mixed Model Coefficient Estimtes, Standard Errors (SE), P-Values and 95% Confidence Limits from resting Potential Determinants of AST* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
3.058
0.198 ,
<.0001
2.666
3.449
TOF
0.018
0.011
.12 - 0.005 0.04
Years Observation
- 0.009
0.008
.24 -0.024 0.006
TOF x Years Obs
- 0.006
0.002
.79 -0.005
0.004
Age
- 0.008
0.004
.06 -0.016 0.0002
BMI
0.004
0.005
.40 - 0.006 0.015
Drinks/day
0.029
0.018
.12 -0.007 0.065
Cigarettes/day
- 0.003
0.002
.07 - 0.006 0.0002
Location*
- 0.095
0.053
.08 -0.199 0.010
Entry Period**
0.039
0.039
.31 - 0.037 0.115
Baseline Years Worked
0.005
0.004
.24 - 0.003 0.012
Triglycerides*
0.058
0.029
.05
0.00003
0.116
#natural log *Antwerp vs Decatur **1994/95 vs 1997
000307
JM Company Page 55 of 63
'Fable 22. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of ALT* Change Including PFOS and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SH
p-value
Lower
Upper
Intercept
2.501
0.273
<.0001
1.961
3.041
PFOS
0.010
0.016
.54 -0.021
0.041
Years Observation
- 0.095
0.010
<.0001
-0.115
- 0.075
PFOS x Years Obs
- 0.00003
0.004
.99 - 0.008 0.008
Age
0.0009
0.006
.88 -0.012 0.010
BMI Drinks/day
0.010 -0.012
0.007 0.025
.17 -0.004 0.024 .63 - 0.062 0.038
Cigarelles/day
- 0.008
0.002
.001 -0.012 - 0.003
Location*
- 0.088
0.073
.23 - 0.233 0.056
Entry Period**
0.329
0.054
< .0001
0.222
0.436
Baseline Years Worked
0.001
0.005
.84 -0.010 0.012
Triglycerides*
0.159
0.040
.0001
0.079
0.238
"natural log *Antwerp vs Decatur **1994/95 vs 1997
000308
3M Company Page 56 of 63
Iahle 23. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 9 5 % Confidence Limits from Testing Potential Determinants of ALT* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
2.479
0.272
<.0001
1.942
3.016
PEOA
0.015
0.020
.46 - 0.025 O.054
Years Observation
-0.107
0.010
<.0001
-0.126
- 0.087
PFOA x Years Obs
0.005
0.004
.19 -0.003 0.013
Age
- 0.0001
0.006
.98 - 0.011 0.011
BMI
0.011
0.007
.13 - 0.003 0.025
Drinks/day
- 0.009
0.025
.72 - 0.058 0.040
Cigarettes/day
- 0.007
0.002
.001 -0.012 - 0.003
Location*
- 0.079
0.072
.28 - 0.222 0.064
Entry Period**
0.330
0.053
< .0001
0.225
0.434
Baseline Years Worked
0.0008
0.005
.89 - 0.010 0.011
Triglycerides*
0.151
0.041
.0003
0.071
0.231
#natural log Antwerp vs Decatur **1994/95 vs 1997
000309
3M Company Page 57 of 63
Table 24. Mixed Model Coefficienl Hstimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of ALT* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
2.476
0.273
<.0001
1.936
3.015
TOF
0.020
0.016
.21 -0.011 0.051
Years Observation
-0.102
0.011
<.0001
-0.123
- 0.082
TOF x Years Obs Age BM1
0.002 - 0.0005
0.011
0.003 0.006 0.007
.50 -0.004 0.008 .93 -0 .0 1 1 0.010 .11 -0.003 0.026
Drinks/day Cigarettes/day
-0.013 - 0.008
0.025 0.002
.62 - 0.062 0.037 .001 -0.012 - 0.003
Location*
- 0.073
0.073
.32 -0.217 0.072
Entry Period**
Baseline Years Worked
0.325 0.0008
0.053 0.005
< .0001 .88
0.220 -0.010
0.430 0.011
Triglycerides*
0.148
0.040
.0003
0.069
0.228
#natural log Antwerp vs Decatur **1994/95 vs 1997
000310
3M Company Page 58 of 63
Table 25. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Total Bilirubin* Change Including PFOS and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SB
p-value
Lower
Upper
Intercept
- 0.334
0.241
.17 -0.811
0.142
PFOS
-0.018
0.014
.22 - 0.046 0.011
Years Observation
0.033
0.009
.0005
0.0148
0.052
PFOS x Years Obs
- 0.002
0.004
.94 - 0.007 0.007
Age
0.011
0.005
.02
0.001
0.020
BMI Drinks/day
-0.003 0.016
0.007 0.024
.67 -0.016 0.010 .50 - 0.030 0.662
Cigarettes/day
-0.008
0.002
<.0001
-0.012
-0.004
Location*
0.315
0.064
< .0001
0.189
0.441
Entry Period**
-0.114
0.047
.02
- 0.206
- 0.022
Baseline Years Worked
Triglycerides*
- 0.002 - 0.088
0.005 ; 0.037
.64 .02
-0.011 -0.161
0.007 -0.015
"natural log *Antwerp vs Decatur **1994/95 vs 1997
000311
3M C o m p a n y Page 59 of 63
'Fable 26. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Total Bilirubin* Change Including PFOA and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
-0.315
0.242
.19 - 0.793 0.162
PFOA
- 0.030
0.019
.16
0.066
0.007
Years Observation
0.028
0.009
.003 0.001 0.046
PFOA x Years Obs Age BM1
0.005 0.010 - 0.003
0.004 0.005 0.007
)
.18 .04 .61
-0.002 0.0007
-0.016
0.013 0.020 0.010
Drinks/day Cigarettes/day
0.014 - 0.008
0.023 0.002
.55 <.0001
- 0.032 -0.013
0.060 -0.004
Location*
0.318
0.064
< .0001
0.193
0.444
Entry Period**
Baseline Years Worked
-0.124 - 0.002
0.046 0.005
.007 -0.215 - 0.034 .71 -0.011 0.007
Triglycerides*
- 0.082
0.037
.03
-0.156
- 0.008
*natural log Antwerp vs Decatur **1994/95 vs 1997
000312
3M Company Page 60 of 63
Table 27. Mixed Model Coefficient listmates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Total Bilirubin* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SH
p-value
Lower
Upper
Intercept
-0.318
0.242
.19 - 0.796 0.160
TOE
- 0.020
0.014
.16 -0.049 0.008
Years Observation
0.029
0.010
.005 0.009 0.049
TOF x Years Obs Age BM1 Drinks/day Cigarettes/day
0.003 0.011 - 0.003 0.016 - 0.008
0.003 0.005 0.007 0.023 0.002
.36 .03 .65 .51 <.0001
-0.003 0.001
-0.016 -0.031 -0.012
0.009 0.020 0.010 0.062 - 0.004
Location*
Entry Period**
Baseline Years Worked
Triglycerides*
0.316 0.120 - 0.002
- 0.085
0.064 0.046 0.005
0.037
< .0001 .01 .68
.02
0.190 -0.210 -0.011
-0.158
0.442 - 0.029
0.007
-0.012
^natural log *Anlwerp vs Decatur **1994/95 vs 1997
000313
3M Company Page 61 of 63
'['able 28. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Direct Bilirubin* Change Including PFOS and the Interaction with
Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
- 1.756
0.204
<.0001
-2.160
- 1.355
PFOS
-0.013
0.013
.29 - 0.039 0.012
Years Observation
- 0.097
0.009
< .0001
-0.116
- 0.079
PFOS x Years Obs
- 0.006
0.004
.18 - 0.014 0.003
Age
0.007
0.004
.06
- 0.0003
0.015
BMI
- 0.003
0.006
.58 -0.015 0.008
Drinks/day
0.018
0.020
.37 - 0.022 0.058
Cigarettes/day
- 0.0005
0.002 :
.79
-0.004
0.003
Location*
0.076
0.053
.15 - 0.028 0.180
Entry Period**
0.353
0.038
< .0001
0.277
0.428
Baseline Years Worked
-0.001
0.004
.74 - 0.009 0.006
Triglycerides*
- 0.090
0.033
.006 -0.155 - 0.026
*natural log Antweq) vs Decatur **1994/95 vs 1997
000314
Table 29. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Direct Bilirubin* Change Including PFOA and the Interaction with
Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept PFOA
- 1.753 -0.012
0.207 0.017
<.0001 .47
-2.161 - 0.045
- 1.345 0.021
Years Observation
- 0.095
0.009
< .0001
-0.113
- 0.077
PFOA x Years Obs
- 0.004
0.004
.27 -0.012 0.003
Age
0.006
0.004
.11 -0.001 0.014
BMI
- 0.003
0.006
.66 - 0.014 0.009
Drinks/day
0.014
0.020
.50 - 0.026 0.053
Cigarettes/day
- 0.0005
0.002
.80 -0.004 0.003
Location*
0.083
0.053
.12 - 0.022 0.188
Entry Period**
0.345
0.038
< .0001
0.271
0.420
Baseline Years Worked
-0.0008
0.004
.83 -0.008 0.007
Triglycerides*
- 0.089
0.033
.009 -0.155 - 0.023
^htilural log *Antwerp vs Decatur **1994/95 vs 1997
000315
3M Company Page 63 of 63
Table 30. Mixed Model Coefficient Estimates, Standard Errors (SE), P-Values and 95% Confidence Limits from Testing Potential Determinants of Direct Bilirubin* Change Including TOF and the Interaction with Number of Years of Observation of Antwerp and Decatur Male Employees
95% Confidence Limits
Coefficient
SE
p-value
Lower
Upper
Intercept
- 1.748
0.205
<.0001
-2.154
- 1.343
TOF
- 0.013
0.013
.33 - 0.038 0.013
Years Observation
- 0.093
0.010
< .0001
-0.113
- 0.073
TOF x Years Obs
- 0.004
0.003
.21 -0.011 0.002
Age
0.007
0.004
.08
-0.0008
0.014
BMI
-0.003
0.006
.57 - 0.015 0.008
Drinks/day
0.017
0.020
.39 - 0.022 0.057
Cigarettes/day
-0.0004
0.002
.84 - 0.004 0.003
Location*
0.074
0.053
.16 -0.031 0.179
Entry Period**
0.349
0.038
<.0001
0.274
0.424
Baseline Years Worked
-0.001
0.004
.77 -0.008 0.006
Triglycerides*
- 0.087
0.033
.009 -0.152 - 0.022
#natural log
*Antwerp vs Decatur
**inn/i/n< m m
000316