Biological and statistical approaches for modeling exposure to specific trihalomethanes and bladder cancer risk

Am J Epidemiol. 2013 Aug 15;178(4):652-60. doi: 10.1093/aje/kwt009. Epub 2013 May 5.

Abstract

Lifetime exposure to trihalomethanes (THM) has been associated with increased risk of bladder cancer. We explored methods of analyzing bladder cancer risk associated with 4 THM (chloroform, bromodichloromethane, dibromochloromethane, and bromoform) as surrogates for disinfection by-product (DBP) mixtures in a case-control study in Spain (1998-2001). Lifetime average concentrations of THM in the households of 686 incident bladder cancer cases and 750 matched hospital-based controls were calculated. Several exposure metrics were modeled through conditional logistic regression, including the following analyses: total THM (μg/L), cytotoxicity-weighted sum of total THM (pmol/L), 4 THM in separate models, 4 THM in 1 model, chloroform and the sum of brominated THM in 1 model, and a principal-components analysis. THM composition, concentrations, and correlations varied between areas. The model for total THM was stable and showed increasing dose-response trends. Models for separate THM provided unstable estimates and inconsistent dose-response relationships. Risk estimation for specific THM is hampered by the varying composition of the mixture, correlation between species, and imprecision of historical estimates. Total THM (μg/L) provided a proxy measure of DBPs that yielded the strongest dose-response relationship with bladder cancer risk. A variety of metrics and statistical approaches should be used to evaluate this association in other settings.

Keywords: Spain; chloroform; complex mixtures; logistic models; principal-components analysis; trihalomethanes; urinary bladder neoplasms.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Case-Control Studies
  • Complex Mixtures / toxicity
  • Environmental Exposure / adverse effects*
  • Female
  • Humans
  • Logistic Models
  • Male
  • Middle Aged
  • Models, Biological
  • Multicenter Studies as Topic
  • Principal Component Analysis / methods
  • Risk Assessment
  • Spain
  • Trihalomethanes / toxicity*
  • Urinary Bladder Neoplasms / chemically induced*
  • Young Adult

Substances

  • Complex Mixtures
  • Trihalomethanes