Occupational Exposure to Metalworking Fluids and Incidence of Cancer in the United Autoworkers-General Motors Cohort

Occupational Exposure to Metalworking Fluids and Incidence of Cancer in the United Autoworkers-General Motors Cohort

Author: Erika Garcia

Publisher:

Published: 2017

Total Pages: 65

ISBN-13:

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Metalworking fluids (MWF) are coolants and lubricants used in industrial machining and grinding operations and have been linked with several cancers. Components found in MWFs, including polycyclic aromatic hydrocarbons found in oil-based straight fluids and nitrosamines found in water-based synthetic fluids, have been linked with mammary gland as well as respiratory organ tumors in laboratory animals. Epidemiologic evidence for these cancers, however, is less conclusive. Despite the provocative toxicologic evidence, there are few epidemiologic studies on MWF exposure and breast cancer. Results for lung cancer have been null for oil-based MWF and appeared inversely related to synthetic fluids, possible due to presence of endotoxin. The United Autoworkers-General Motors (UAW-GM) study includes an occupational cohort of 46,316 hourly workers in automotive manufacturing and extensive MWF exposure data, with annual average exposure estimates available for workers' full employment history, and over two decades of cancer incidence follow-up. To better understand the exposure-response relationship between MWF exposure and these cancer outcomes, this dissertation set out to improve upon prior studies by first evaluating the presence of a common source of bias in occupational epidemiology, the healthy worker survivor effect (HWSE) in the UAW-GM cohort, and second collecting additional data and using advanced methods to evaluate these relationships. Chapter 1 is the assessment of the presence of the HWSE in cancer studies of the UAW-GM cohort. The HWSE can affect the validity of occupational studies when data are analyzed incorrectly. HWSE depends on three underlying conditions: (1) leaving work predicts future exposure, (2) leaving work is associated with disease outcome, and (3) prior exposure increases probability of leaving work. If all these conditions are satisfied employment status is a time-varying confounder affected by prior exposure and standard methods will produce bias. I evaluated the presence of these conditions for select cancer outcomes, including lung cancer, in the UAW-GM cohort and found evidence for all three conditions. This suggested that standard methods may underestimate the exposure-response for lung cancer and therefore a g-method should be applied to control for employment status as a time-varying confounder affected by prior exposure. A secondary analysis examining breast cancer among female workers found insufficient evidence for condition (3), indicating that standard methods are appropriate for this outcome and will not produce bias due to HWSE. In Chapter 2, I evaluated the exposure-response relation between cumulative MWF exposure and breast cancer incidence among female workers in the UAW-GM cohort. Additional data was obtained by extending follow-up four more years for female cohort members using data linkage with the Michigan Cancer Registry and the National Death Index. We identified 221 total incident breast cancer cases among 4,503 female workers. Risks associated with exposure to the three types of MWFs, straight, soluble, and synthetic, were evaluated using Cox proportional hazards models for all breast cancer cases as well as for pre-menopausal cases defined by age at diagnosis. Results suggest an increasing exposure-response curve for straight fluids and breast cancer. While the number of the pre-menopausal cancers is small, results are modestly suggestive of an increased risk associated with higher synthetic fluid exposure, suggesting a different mechanism for the younger cases. In Chapter 3, I examined the relationship between lung cancer mortality and exposure to straight and synthetic MWF, as well as to the biocides that are added to water-based fluids to control microbial growth. Using the parametric g-formula, ratios were estimated comparing cumulative risk of lung cancer mortality under the hypothetical interventions always high exposure while at work and always unexposed. We also intervened on both synthetic MWF and biocides simultaneously to estimate independent effects. Results from this study suggest slightly elevated lung cancer mortality related to straight MWF exposure, albeit with wide confidence intervals. Our results do not support a negative association for synthetic fluids, as reported in earlier studies; instead, biocide in the fluid, a marker for the release of endotoxin, was associated with decreased lung cancer. The hypotheses addressed in this dissertation are of public health importance in light of the extremely high incidence of both breast and lung cancer in the US. These studies provide information on the relationships between MWF exposure, breast and lung cancer incidence, adding to the scientific literature that informs regulatory measures and protects workers from the risks of MWF exposure.


Schottenfeld and Fraumeni Cancer Epidemiology and Prevention

Schottenfeld and Fraumeni Cancer Epidemiology and Prevention

Author: Michael J. Thun

Publisher: Oxford University Press

Published: 2018

Total Pages: 1329

ISBN-13: 0190238666

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"The definitive reference for budding and experienced cancer epidemiologists alike." -American Journal of Epidemiology "Practitioners in epidemiology and oncology will find immense value in this." -JAMA Since its initial publication in 1982, CANCER EPIDEMIOLOGY AND PREVENTION has served as the premier reference work for students and professionals working to understand the causes and prevention of cancer in humans. Now revised for the first time in more than a decade, this fourth edition provides a comprehensive summary of the global patterns of cancer incidence and mortality, current understanding of the major causal determinants, and a rationale for preventive interventions. Special attention is paid to molecular epidemiologic approaches that address the wider role of genetic predisposition and gene-environment interactions in cancer etiology and pathogenesis. New and timely chapters on environmental and social-epidemiologic factors include: - The role of social class disparities - The role of obesity and physical inactivity - The potential effects of electromagnetic fields and radiofrequency radiation - The principles of cancer chemoprevention For both seasoned professionals and newer generations of students and researchers, this fourth edition of CANCER EPIDEMIOLOGY AND PREVENTION remains the authority in the field -- a work of distinction that every lab, library, student, professional, or researcher should have close at hand.


Estimating Causal Effects of Occupational Exposures

Estimating Causal Effects of Occupational Exposures

Author: Monika A Izano

Publisher:

Published: 2017

Total Pages: 68

ISBN-13:

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Estimates of the risk of occupational exposures are typically based on observational workplace studies that are subject to bias due to the healthy worker survivor effect (HWSE), a ubiquitous process that results in the healthiest workers accruing the most exposure. This body of work is concerned with the estimation of causal effects of occupational exposures from observational workplace studies, in the context of the HWSE. We estimate the effect of cumulative exposure to straight, soluble, and synthetic metalworking fluids (MWFs) on the incidence of colon cancer in the United Autoworkers-General Motors (UAW-GM) cohort. We use longitudinal targeted minimum loss-based estimation (TMLE) to compute the 25-year risk difference if always exposed above compared to if always exposed below an exposure cutoff while at work. Exposure cutoffs were selected a priori at the median of exposed person-years among colon cancer cases. Risk differences are 0.038 (95% CI = 0.022 to 0.054), 0.002 (95% CI = -0.016 to 0.019), and 0.008 (95% CI = 0.002 to 0.014) for straight, soluble, and synthetic MWFs, respectively. By control of the time-varying confounding on the casual pathway that characterizes the HWSE, TMLE estimated effects that were undetectable in earlier reports. Most workers in UAW-GM were hired decades before the reporting of incident cancers began. Incident cancers that occurred before the start of reporting were left filtered. We show that if ignored, left filtering can lead to downward bias in exposure effect estimates. Further, we propose a novel delayed-entry adjusted Kaplan-Meier estimator that controls for time-varying confounding, and permits delayed risk-set entry. The estimator results in little bias in simulated datasets when the outcome is sufficiently rare. In addition to dynamic (realistic) interventions that assign exposure according to workers' employment status, causal contrasts can be defined under static (etiologic) interventions that additionally prevent leaving work. Causal effect estimates of the two classes of interventions can differ substantially. While ideally the choice of intervention would be driven by the research question, in practice it may be dictated by the available data. Furthermore, when estimates of the long-term etiologic effects of occupational exposures are not available, guidelines for exposure limits may be based on studies that estimated effects of realistic interventions. In a simulation study we investigate the conditions under which the two effect measures are comparable, and identify factors that drive the differences between the two.


Carcinogenicity of Inorganic Substances

Carcinogenicity of Inorganic Substances

Author: J H Duffus

Publisher: Woodhead Publishing

Published: 2014-01-31

Total Pages: 297

ISBN-13: 1782424415

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Focuses on the state of scientific knowledge about the carcinogenicity of metals, their compounds and other inorganic substances. It provides a valuable guide for chemists involved in risk assessment, health and safety and toxicology.