Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2011 Sep;119(9):1279-85.
doi: 10.1289/ehp.1002345. Epub 2011 Mar 21.

Estimating water supply arsenic levels in the New England Bladder Cancer Study

Affiliations

Estimating water supply arsenic levels in the New England Bladder Cancer Study

John R Nuckols et al. Environ Health Perspect. 2011 Sep.

Erratum in

  • Environ Health Perspect. 2011 Dec;119(12):A509

Abstract

Background: Ingestion of inorganic arsenic in drinking water is recognized as a cause of bladder cancer when levels are relatively high (≥ 150 µg/L). The epidemiologic evidence is less clear at the low-to-moderate concentrations typically observed in the United States. Accurate retrospective exposure assessment over a long time period is a major challenge in conducting epidemiologic studies of environmental factors and diseases with long latency, such as cancer.

Objective: We estimated arsenic concentrations in the water supplies of 2,611 participants in a population-based case-control study in northern New England.

Methods: Estimates covered the lifetimes of most study participants and were based on a combination of arsenic measurements at the homes of the participants and statistical modeling of arsenic concentrations in the water supply of both past and current homes. We assigned a residential water supply arsenic concentration for 165,138 (95%) of the total 173,361 lifetime exposure years (EYs) and a workplace water supply arsenic level for 85,195 EYs (86% of reported occupational years).

Results: Three methods accounted for 93% of the residential estimates of arsenic concentration: direct measurement of water samples (27%; median, 0.3 µg/L; range, 0.1-11.5), statistical models of water utility measurement data (49%; median, 0.4 µg/L; range, 0.3-3.3), and statistical models of arsenic concentrations in wells using aquifers in New England (17%; median, 1.6 µg/L; range, 0.6-22.4).

Conclusions: We used a different validation procedure for each of the three methods, and found our estimated levels to be comparable with available measured concentrations. This methodology allowed us to calculate potential drinking water exposure over long periods.

PubMed Disclaimer

Conflict of interest statement

The authors declare they have no actual or potential competing financial interests.

Figures

Figure 1
Figure 1
Number and percentage of EYs by each method for assigning residential water supply. “Not assigned” refers to locations outside the United States; “other” refers to EYs for which there was insufficient information to assign.

References

    1. Ayotte JD, Montgomery DL, Flanagan SM, Robinson KW. Arsenic in groundwater in eastern New England: occurrence, controls, and human health implications. Environ Sci Technol. 2003;37(10):2075–2083. - PubMed
    1. Ayotte JD, Nolan BT, Nuckols JR, Cantor KP, Robinson GR, Jr, Baris D, et al. Modeling the probability of arsenic in groundwater in New England as a tool for exposure assessment. Environ Sci Technol. 2006;40(11):3578–3585. - PubMed
    1. Baastrup R, Sørensen M, Balstrøm T, Frederiksen K, Larsen CL, Tjønneland A, et al. Arsenic in drinking water and risk for cancer in Denmark. Environ Health Perspect. 2008;116:231–237. - PMC - PubMed
    1. Baris D, Karagas MR, Verrill C, Johnson A, Andrew AS, Marsit CJ, et al. A case–control study of smoking and bladder cancer risk: emergent patterns over time. J Natl Cancer Inst. 2009;101(22):1553–1561. - PMC - PubMed
    1. Bates MN, Rey OA, Biggs ML, Hopenhayn C, Moore LE, Kalman D, et al. Case–control study of bladder cancer and exposure to arsenic in Argentina. Am J Epidemiol. 2004;159(4):381–389. - PubMed

Publication types

MeSH terms