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1.
Front Public Health ; 11: 1122346, 2023.
Article in English | MEDLINE | ID: mdl-37089484

ABSTRACT

Objectives: The study aimed to determine whether the National Cancer Institute's (NCI) recent suggestion of associations between acrylonitrile (AN) exposure and mortality in lung and bladder cancer and pneumonitis is robust to alternative methods of data analysis. Materials and methods: We used the Richardson method to indirectly adjust risk ratios (RRs) in relation to AN exposure for potential confounding by smoking and asbestos. We repeated key analyses omitting workers from Plant 4 to account for possible local, historical shipyard-related asbestos exposures. Results: The adjustment of lung cancer RRs for confounding by both smoking and asbestos and omitting Plant 4 workers yielded mostly decreased RRs and much less evidence of a positive association with cumulative AN exposure. Conclusion: Overall, our reanalysis provided little evidence to support NCI's suggestion of associations between AN exposure and mortality in lung and bladder cancer and pneumonitis.


Subject(s)
Acrylonitrile , Asbestos , Lung Neoplasms , Occupational Exposure , Urinary Bladder Neoplasms , United States/epidemiology , Humans , Cohort Studies , National Institute for Occupational Safety and Health, U.S. , Occupational Exposure/adverse effects
2.
Regul Toxicol Pharmacol ; 139: 105361, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36806369

ABSTRACT

This study aimed to systematically review and synthesize epidemiological evidence evaluating the association between occupational man-made vitreous fiber (MMVF) exposure and non-malignant respiratory disease (NMRD). We searched PubMed and Scopus databases to identify epidemiological studies evaluating the association between occupational MMVF exposure (limited to insulation wools) and at least 1 NMRD outcome published prior to January 2023. A total of 23 studies met our inclusion criteria. Studies of NMRD mortality among workers with MMVF exposure (n = 9) predominately reported null findings. Qualitative and quantitative synthesis of evidence from these studies suggests that MMVF exposure is not associated with elevated risk of NMRD mortality. The remaining 14 studies evaluated NMRD morbidity, specifically self-reported respiratory symptoms and/or subclinical measures of respiratory disease. Our review did not identify any consistent or compelling evidence of an association between MMVF exposure and any NMRD morbidity outcome; however, this body of evidence was largely limited by cross-sectional design, self-reported exposure and/or outcome ascertainment, incomplete statistical analysis and reporting, and questionable generalizability given that 13/14 studies were published over 20 years ago. We recommend that future studies aim to overcome the limitations of this literature to more accurately characterize the association between occupational MMVF exposure and NMRD morbidity.


Subject(s)
Occupational Diseases , Occupational Exposure , Respiratory Tract Diseases , Animals , Humans , Cross-Sectional Studies , Respiratory Tract Diseases/chemically induced , Respiratory Tract Diseases/epidemiology , Occupational Exposure/adverse effects , Epidemiologic Studies , Occupational Diseases/chemically induced , Occupational Diseases/epidemiology , Mineral Fibers/adverse effects
3.
Inhal Toxicol ; 34(5-6): 135-144, 2022.
Article in English | MEDLINE | ID: mdl-35341441

ABSTRACT

OBJECTIVES: To assess potential mesothelioma risk following inhalation of cosmetic talc, we updated previous iterations of a pooled cohort analysis, post-study statistical power analysis, and confidence interval function analysis for a pooled cohort of international cosmetic talc miners/millers given new Italian cohort data. METHODS: Five cohorts of cosmetic talc miners/millers were pooled. Expected numbers of mesotheliomas for each cohort were reported by the original authors. We based our post-study statistical power analysis on an a priori one-sided significance level of 0.05, and exact Poisson and approximate distribution probabilities. To evaluate the confidence interval function for the observed pooled mesothelioma standardized mortality ratios (SMRs), we calculated the probability for the upper 100(1-2α)% confidence limit that equals various SMRs of interest. RESULTS: The pooled cohorts generated a total observation time of 135,524.38 person-years. Overall, 4.14 mesotheliomas were expected (mid-value estimate), though only one case of mesothelioma has been confirmed in the pooled cohort to date. We calculated 71% and 87% post-study power to detect a 2.5-fold or greater and a 3.0-fold or greater increase in mesothelioma, respectively. Our complimentary confidence interval function analysis demonstrated that the probability that the true mesothelioma SMR for the pooled cohort was at or above 2.0 or at or above 3.0 was 0.00235 and 0.00005, respectively. CONCLUSIONS: Based on the updated results of our various analyses, the current epidemiological evidence from cosmetic talc miner/miller cohort studies continues to not support the hypothesis that the inhalation of cosmetic talc is associated with an increased risk of mesothelioma.


Subject(s)
Extraction and Processing Industry , Mesothelioma , Occupational Diseases , Talc , Cohort Studies , Cosmetics , Humans , Italy/epidemiology , Mesothelioma/epidemiology , Mining , Occupational Diseases/epidemiology , Risk Assessment , Talc/toxicity
4.
Toxicol Appl Pharmacol ; 417: 115461, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33617892

ABSTRACT

Cosmetic talc has been suggested to cause mesothelioma. To assess a potential causal relationship between cosmetic talc and mesothelioma, a quantitative weight of evidence analysis was performed in accordance with Hill's nine original guidelines for causal inference using a published empirical model to weight each respective guideline. Various epidemiological, toxicological, and exposure studies related to cosmetic talc and risk of mesothelioma were included in an evaluation of each of Hill's guidelines. Probabilities that the guidelines were true were assigned based on expert judgment. We applied a sensitivity analysis to evaluate the variability of our probability estimates. The overall probability of causality for cosmetic talc and mesothelioma was approximately 1.29% (range: 0.73%-3.96%). This low probability of causality supports the conclusion that cosmetic talc is not related to the development of mesothelioma.


Subject(s)
Mesothelioma/chemically induced , Pleural Neoplasms/chemically induced , Talc/adverse effects , Animals , Causality , Humans , Mesothelioma/diagnosis , Mesothelioma/epidemiology , Pleural Neoplasms/diagnosis , Pleural Neoplasms/epidemiology , Probability , Risk Assessment , Risk Factors , Time Factors , Toxicity Tests
5.
J Clin Transl Hepatol ; 9(1): 99-105, 2021 Feb 28.
Article in English | MEDLINE | ID: mdl-33604260

ABSTRACT

The goal of this analysis was to evaluate the association between county-level ambient vinyl chloride (VC) and county-level liver cancer incidence and mortality rates in Texas. Modeled county-level ambient VC data were obtained from the National Air Toxics Assessment. Age-adjusted county-level liver cancer incidence rates were abstracted from the Texas Cancer Registry and age-standardized county-level liver cancer mortality rates were obtained from the peer-reviewed literature. Multivariable imputation was utilized to impute incidence rates in counties with suppressed liver cancer incidence rates. Negative binomial and Poisson regression models were utilized to evaluate the association between county-level ambient VC and county-level liver cancer incidence and mortality rates, respectively, adjusted for county-level heavy drinking prevalence, hepatitis mortality rates, median income, and race (percent Hispanic). County-level ambient VC was not associated with county-level liver cancer incidence or mortality rates. Specifically, when compared to the lowest tertile of ambient VC, the middle (relative risk [RR]: 1.06, 95% confidence interval [CI]: 0.95-1.19) and highest (RR: 1.03, 95% CI: 0.90-1.17) tertiles of ambient VC were not associated with liver cancer incidence. Similarly, county-level ambient VC in the middle (RR: 0.95, 95% CI: 0.85-1.05) and highest (RR: 0.93, 95% CI: 0.82-1.05) tertiles were not associated with liver cancer mortality. This analysis suggests that county-level ambient VC is not associated with liver cancer incidence or mortality in Texas. Our study provides novel results regarding liver cancer risk from low-level non-occupational exposure to ambient VC.

6.
J Occup Environ Med ; 63(2): 126-138, 2021 02 01.
Article in English | MEDLINE | ID: mdl-33234876

ABSTRACT

OBJECTIVES: To update the U.S. portion of an historical cohort mortality study of workers with potential exposure to chloroprene (CD) and vinyl chloride (VC) with focus on lung and liver cancer. METHODS: Subjects were 6864 workers from two sites with vital status determined through 2017 for 99% of subjects and cause of death for 97.2% of deaths. Historical exposures to CD and VC were estimated quantitatively. We performed external and internal mortality comparisons. RESULTS: External comparisons revealed mostly deficits in deaths; internal comparisons revealed no consistent evidence of exposure-response relationships with CD or VC. CONCLUSIONS: Our update continues to support the conclusion that the risk of death from lung or liver cancer is unrelated to exposure to CD or VC at levels experienced by workers in the two U.S. sites.


Subject(s)
Chloroprene , Occupational Diseases , Occupational Exposure , Vinyl Chloride , Cause of Death , Chloroprene/toxicity , Cohort Studies , Follow-Up Studies , Humans , Occupational Diseases/chemically induced , Occupational Exposure/statistics & numerical data , Vinyl Chloride/toxicity
7.
Inhal Toxicol ; 32(6): 257-264, 2020 05.
Article in English | MEDLINE | ID: mdl-32571118

ABSTRACT

Objectives: Based on novel information for the Vermont cosmetic talc miner/miller cohort, including a reported case of mesothelioma, we sought to update our prior pooled statistical power analyses of mesothelioma incidence among European cosmetic talc miners/millers. With the inclusion of the Vermont cohort, we expanded our pooled analysis by 17,170 person-years of observation.Methods: Cosmetic talc miner/miller cohort studies conducted in Italy, Norway, France, Austria, and Vermont were pooled. The expected numbers of mesothelioma cases for each cohort as reported in these studies were used. Our statistical power analysis was based on an a priori one-sided significance level of 0.05 and Poisson distribution probabilities.Results: A total of 130,514 person-years of observation was generated across the five cohorts. One case of mesothelioma was observed (in the Vermont cohort), while approximately 3.34 cases (a mid-value estimate) were expected overall. Thus, we found that the pooled cohorts had 59% and 78% power to detect a 2.5-fold or greater and a 3.0-fold or greater increase in mesothelioma, respectively. The work history characteristics of the one mesothelioma case, which included mention of prior asbestos exposure on the case's death certificate, do not support a causal link with cosmetic talc exposure.Conclusions: Despite the recent finding of one case of mesothelioma in the Vermont cohort (a case unlikely related to talc exposure), we continue to conclude that the epidemiological evidence from the cosmetic talc miner/miller cohort studies does not support the hypothesis that cosmetic talc exposures are associated with an increased risk of pleural mesothelioma.


Subject(s)
Mesothelioma/epidemiology , Occupational Diseases/epidemiology , Occupational Exposure , Pleural Neoplasms/epidemiology , Talc , Cohort Studies , Cosmetics , Europe/epidemiology , Extraction and Processing Industry , Humans , Risk Factors , Vermont/epidemiology
8.
Regul Toxicol Pharmacol ; 115: 104696, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32492522

ABSTRACT

We used pooled data from international cosmetic talc miner/miller cohorts to determine whether hypothesized increased mesothelioma risks are consistent with the observed data. We evaluated the confidence interval function for the observed pooled mesothelioma SMRs (observed = 1; expected = 3.17, 3.34, or 3.60), and calculated the value of α for the upper 100(1 - 2α)% confidence limit that equals various SMRs of interest (1.5, 2.0, 2.5, 3.0). Using the mid-value estimate of expected number of cases (3.34), the probability (α) that the true mesothelioma SMR is at or above 2.0, or at or above 3.0 is 0.0096 and 0.0005, respectively. Thus, a mesothelioma SMR ≥2.0 is not compatible with the observed pooled data, providing further support for our conclusion that cosmetic talc exposure is not associated with an elevated risk of mesothelioma.


Subject(s)
Mesothelioma/epidemiology , Occupational Diseases/epidemiology , Occupational Exposure/adverse effects , Pleural Neoplasms/epidemiology , Talc/adverse effects , Confidence Intervals , Cosmetics , Data Interpretation, Statistical , Humans , Mining , Risk
9.
Regul Toxicol Pharmacol ; 112: 104585, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31991162

ABSTRACT

We conducted a systematic review and meta-analysis of epidemiological studies that evaluated occupational exposure to man-made vitreous fibers (MMVF) including glass, rock, and slag wools, and respiratory tract cancers (RTC) including cancers of the larynx, trachea, bronchus, and lung. The MEDLINE/PubMed and Web of Science databases were searched in order to identify epidemiological studies that evaluated the association between occupational MMVF exposure and RTCs. We performed random-effects meta-analyses of relevant studies identified by our literature search, and evaluated sources of between-study heterogeneity. The pooled relative risk (RR) of RTC among workers exposed to MMVFs was 1.09 (95% CI = 0.97, 1.22). The RR was closer to 1.0 when limiting the analysis to effect estimates from studies that accounted for the main a priori risk factors for RTC, asbestos exposure and smoking (RR = 1.03, 95% CI = 0.90, 1.18). Overall, our synthesis of the epidemiological literature suggests that occupational MMVF exposure is not associated with risk of RTC.


Subject(s)
Lung Neoplasms/chemically induced , Mineral Fibers/adverse effects , Occupational Exposure/adverse effects , Respiratory Tract Neoplasms/chemically induced , Animals , Humans , Lung Neoplasms/epidemiology , Male , Respiratory Tract Neoplasms/epidemiology
11.
Inhal Toxicol ; 31(6): 213-223, 2019 05.
Article in English | MEDLINE | ID: mdl-31380702

ABSTRACT

Objectives: We previously published a pooled statistical power analysis of mesothelioma incidence in the Italian, Norwegian, Austrian, and French cosmetic talc miner and miller cohorts. Soon thereafter, updates to the Italian and Norwegian cohorts were published, providing an additional 14,322 person-years of observation. In this study, we provide an updated power analysis using the newly available information. Methods: We pooled the current results regarding pleural cancer/mesothelioma mortality or incidence in four cosmetic talc miner and miller cohorts in Italy, Norway, Austria, and France. We used the expected numbers of cases as reported by the authors and the power analysis was based on an a priori one-sided significance level of 0.05 and Poisson distribution probabilities. Results: There was a pooled total of 113,344 person-years in the cohorts. Although 3.0 pleural cancers/mesotheliomas were expected, there were no reported pleural cancer or mesothelioma cases in any cohort. Our pooled analysis was associated with 79 and 62% power to detect a 3.0-fold and 2.5-fold or greater increase in pleural cancer/mesothelioma, respectively. These favorable power characteristics were effectively maintained when restricting the pooled cohort to workers with a latency period of 30 or more years (observation time from first employment). Conclusions: The epidemiological evidence from the cosmetic talc miner/miller cohort studies does not support the hypothesis that exposure to cosmetic talc is associated with the development of pleural cancer/mesothelioma.


Subject(s)
Air Pollutants, Occupational/adverse effects , Mesothelioma/epidemiology , Occupational Exposure/adverse effects , Pleural Neoplasms/epidemiology , Talc/adverse effects , Adult , Cohort Studies , Europe/epidemiology , Humans , Male , Middle Aged , Young Adult
12.
Int Arch Occup Environ Health ; 92(7): 919-939, 2019 10.
Article in English | MEDLINE | ID: mdl-31111206

ABSTRACT

PURPOSE: To conduct a systematic literature review and meta-analysis of studies of lympho-hematopoietic cancers (LHC) and breast cancer risk among persons occupationally exposed to ethylene oxide (EO). METHODS: We performed a literature search for articles available in PubMed and Web of Science databases to identify literature and subsequently systematically searched the reference lists of identified studies, published review papers and meta-analyses, as well as relevant government or regulatory documents. We qualitatively reviewed 30 studies and conducted meta-analyses on 13 studies. Pooled risk estimates were calculated using random effects models, stratifying by occupational group, cancer type and decade of publication. RESULTS: The overall meta-relative risks (meta-RRs) for LHC and breast cancer, respectively, were 1.48 (95% CI 1.07-2.05) and 0.97 (95% CI 0.80-1.18). The meta-RR's for LHC among EO production and EO sterilization workers were 1.46 (95% CI 0.85-2.50) and 1.07 (95% CI 0.87-1.30), respectively. We observed higher risks of LHC in the earlier published studies, compared to the later studies, and the meta-RR's for the 1980s, 1990s, 2000s, and the 2010s, respectively, were 3.87 (95% CI 1.87-8.01), 1.38 (95% CI 0.85-2.25), 1.05 (95% CI 0.84-1.31), and 1.19 (95% CI 0.80-1.77). CONCLUSIONS: The most informative epidemiology studies, which were published in the 2000s and 2010s, do not support the conclusion that exposure to EO is associated with an increased risk of LHC or breast cancer.


Subject(s)
Breast Neoplasms/epidemiology , Ethylene Oxide/adverse effects , Hematologic Neoplasms/epidemiology , Occupational Exposure/adverse effects , Chemical Industry , Disinfectants/adverse effects , Female , Humans , Male , Risk Factors
13.
Regul Toxicol Pharmacol ; 106: 210-223, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31059732

ABSTRACT

Anticipating the need to evaluate and integrate scientific evidence to inform new risk assessments or to update existing risk assessments, the Formaldehyde Panel of the American Chemistry Council (ACC), in collaboration with the University of North Carolina, convened a workshop: "Understanding Potential Human Health Cancer Risk - From Data Integration to Risk Evaluation" in October 2017. Twenty-four (24) invited-experts participated with expertise in epidemiology, toxicology, science integration and risk evaluation. Including members of the organizing committee, there were 29 participants. The meeting included eleven presentations encompassing an introduction and three sessions: (1) "integrating the formaldehyde science on nasal/nasopharyngeal carcinogenicity and potential for causality"; (2) "integrating the formaldehyde science on lymphohematopoietic cancer and potential for causality; and, (3) "formaldehyde research-data suitable for risk assessment". Here we describe key points from the presentations on epidemiology, toxicology and mechanistic studies that should inform decisions about the potential carcinogenicity of formaldehyde in humans and the discussions about approaches for structuring an integrated, comprehensive risk assessment for formaldehyde. We also note challenges expected when attempting to reconcile divergent results observed from research conducted within and across different scientific disciplines - especially toxicology and epidemiology - and in integrating diverse, multi-disciplinary mechanistic evidence.


Subject(s)
Formaldehyde/adverse effects , Interdisciplinary Communication , Animals , Humans , Risk Assessment
14.
J Occup Med Toxicol ; 14: 4, 2019.
Article in English | MEDLINE | ID: mdl-30828355

ABSTRACT

BACKGROUND: Indications were found that a diagnostic bias could have contributed to the National Cancer Institute's (NCI) suggestion of a persistent increased mortality risk for nasopharyngeal cancer (NPC). METHODS: NCI provided the cohort data updated through 2004. We computed local county rate-based standardized mortality ratios (SMRs) for NPC and all other entities of the pharynx for two time periods. Moreover, SMRs were calculated for pharyngeal cancer in relation to study site by cumulative exposure to formaldehyde (FA). RESULTS: Overall, our results corroborate the indications of a diagnostic bias by strong but contrary temporal trends for NPC and pharynx, not specified. Moreover, it was shown that mortality risks were increased in the Wallingford cohort for all pharyngeal cancer combined and for pharyngeal cancer excluding NPC. In contrast, no increased risks for these categories were found in the nine other study sites combined. CONCLUSIONS: Our re-analysis provided little or no evidence to support NCI's suggestion of a persistent association between FA exposure and mortality from NPC.

15.
Am J Ind Med ; 62(3): 192-204, 2019 03.
Article in English | MEDLINE | ID: mdl-30676651

ABSTRACT

OBJECTIVES: To evaluate long-term mortality rates among aerospace material manufacturing workers as follow-up to an earlier observed excess of nephritis/nephrosis. METHODS: Subjects were 2020 workers ever employed in the facility during 1963-2014. Vital status through 2014 was determined for all subjects and cause of death for 99.2% of 492 deaths. We computed standard mortality ratios (SMR) and internal relative risks. RESULTS: SMRs for nephritis/nephrosis were unremarkable. We observed statistically significant elevated SMRs for kidney cancer among all workers and for the category "other lymphatic hematopoietic tissue cancer" (4/5 deaths from multiple myeloma) among long-term workers with potential plant exposure. CONCLUSIONS: We found no evidence of elevated mortality rates for nephritis/nephrosis. Study limitations precluded robust evaluation of whether the elevated rates for kidney cancer and other lymphatic hematopoietic tissue cancer were related to occupational factors at the study site. Our findings for these two cancers warrant continued mortality follow-up.


Subject(s)
Cause of Death , Kidney Neoplasms/mortality , Manufacturing Industry/statistics & numerical data , Multiple Myeloma/mortality , Occupational Diseases/mortality , Adhesives , Adult , Aged , Aged, 80 and over , Aviation , Cohort Studies , Female , Humans , Male , Maryland/epidemiology , Middle Aged , Nephritis/mortality , Nephrosis/mortality , United States/epidemiology
16.
Liver Cancer ; 7(3): 299-300, 2018 Sep.
Article in English | MEDLINE | ID: mdl-30319989
19.
PLoS One ; 13(4): e0194308, 2018.
Article in English | MEDLINE | ID: mdl-29694402

ABSTRACT

OBJECTIVE: To examine changes in cause-specific Years of Life Lost (YLL) by age, race, and sex group in the USA from 1990 to 2014. METHODS: 60 million death reports from the National Center for Health Statistics (NCHS) were categorized by age group, sex, race, and cause of death. YLL were calculated using age-specific life expectancies. Age groups were: infants <1, children 1-19, adults 20-64, and older adults 65+. RESULTS: Blacks have historically experienced more years of life lost than whites or other racial groups in the USA. In the year 1990 the YLL per 100,000 population was 21,103 for blacks, 14,160 for whites, and 7,417 for others. Between 1990 and 2014 overall YLL in the USA improved by 10%, but with marked variations in the rate of change across age, race, and sex groups. Blacks (all ages, both sexes) showed substantial improvement with a 28% reduction in YLL, compared to whites (all ages, both sexes) who showed a 4% reduction. Among blacks, improvements were seen in all age groups: reductions of 43%, 48%, 28%, and 25% among infants, children, adults, and older adults, respectively. Among whites, reductions of 33%, 44%, and 18% were seen in infants, children, and older adults, but there was a 6% increase in YLL among white adults. YLL increased by 18% in white adult females and declined 1% in white adult males. American Indian/Alaska Native women also had worsening in YLL, with an 8% increase. Asian Pacific Islanders consistently had the lowest YLL across all ages. Whites had a higher proportion of YLL due to overdose; blacks had a higher proportion due to homicide at younger ages and to heart disease at older ages. CONCLUSIONS: Race-based disparities in YLL in the USA since 1990 have narrowed considerably, largely as a result of improvements among blacks compared to whites. Adult white and American Indian / Alaskan Native females have experienced worsening YLL, while white males have experienced essentially no change. If recent trajectories continue, adult black/white disparities in YLL will continue to narrow.


Subject(s)
Ethnicity , Mortality/trends , Population Groups , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Female , History, 20th Century , History, 21st Century , Humans , Infant , Infant, Newborn , Male , Middle Aged , Mortality/history , United States/epidemiology , United States/ethnology , Young Adult
20.
J Occup Environ Med ; 60(7): 661-671, 2018 07.
Article in English | MEDLINE | ID: mdl-29608538

ABSTRACT

OBJECTIVES: The aim of the study was to reanalyze an updated database of lung asbestos fiber levels for 21 brake repair workers who died of mesothelioma using robust maximum likelihood-based regression methods to address nondetectable measurements. METHODS: We applied bivariate normal regression to address the doubly left-censored situation where both the lung fiber concentration of noncommercial (TAA) and commercial amphiboles (AC) were subject to detection limits. For the single left-censored situation, we applied censored normal regression to study the relationship between duration of employment (DOE) and TAA. RESULTS: We found a statistically significant positive relationship between TAA and AC (ß = 0.49, 95% confidence interval [CI], 0.11 to 0.86) and a not statistically significant relationship between DOE and TAA (ß = 0.02, 95% CI, -0.03 to 0.06). CONCLUSIONS: Our results provide additional support for the conclusion that exposure to commercial amphibole asbestos, and not chrysotile, is related to the occurrence of mesothelioma among some brake workers.


Subject(s)
Asbestos, Amphibole/analysis , Automobiles , Lung/chemistry , Mesothelioma/etiology , Occupational Diseases/etiology , Occupational Exposure/statistics & numerical data , Peritoneal Neoplasms/etiology , Pleural Neoplasms/etiology , Adult , Aged , Asbestos, Amphibole/toxicity , Humans , Limit of Detection , Maintenance , Middle Aged , Occupational Exposure/adverse effects , Occupational Exposure/analysis , Regression Analysis
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