Groundwater constituents and the incidence of kidney cancer.

Agent Orange California XWAS environmental risk factors groundwater kidney cancer standardized incidence ratios

Journal

Cancer
ISSN: 1097-0142
Titre abrégé: Cancer
Pays: United States
ID NLM: 0374236

Informations de publication

Date de publication:
15 10 2023
Historique:
revised: 26 04 2023
received: 13 02 2023
accepted: 29 04 2023
medline: 22 9 2023
pubmed: 8 6 2023
entrez: 8 6 2023
Statut: ppublish

Résumé

Kidney cancer incidence demonstrates significant geographic variation suggesting a role for environmental risk factors. This study sought to evaluate associations between groundwater exposures and kidney cancer incidence. The authors identified constituents from 18,506 public groundwater wells in all 58 California counties measured in 1996-2010, and obtained county-level kidney cancer incidence data from the California Cancer Registry for 2003-2017. The authors developed a water-wide association study (WWAS) platform using XWAS methodology. Three cohorts were created with 5 years of groundwater measurements and 5-year kidney cancer incidence data. The authors fit Poisson regression models in each cohort to estimate the association between county-level average constituent concentrations and kidney cancer, adjusting for known risk factors: sex, obesity, smoking prevalence, and socioeconomic status at the county level. Thirteen groundwater constituents met stringent WWAS criteria (a false discovery rate <0.10 in the first cohort, followed by p values <.05 in subsequent cohorts) and were associated with kidney cancer incidence. The seven constituents directly related to kidney cancer incidence (and corresponding standardized incidence ratios) were chlordane (1.06; 95% confidence interval [CI], 1.02-1.10), dieldrin (1.04; 95% CI, 1.01-1.07), 1,2-dichloropropane (1.04; 95% CI, 1.02-1.05), 2,4,5-TP (1.03; 95% CI, 1.01-1.05), glyphosate (1.02; 95% CI, 1.01-1.04), endothall (1.02; 95% CI, 1.01-1.03), and carbaryl (1.02; 95% CI, 1.01-1.03). Among the six constituents inversely related to kidney cancer incidence, the standardized incidence ratio furthest from the null was for bromide (0.97; 95% CI, 0.94-0.99). This study identified several groundwater constituents associated with kidney cancer. Public health efforts to reduce the burden of kidney cancer should consider groundwater constituents as environmental exposures that may be associated with the incidence of kidney cancer.

Sections du résumé

BACKGROUND
Kidney cancer incidence demonstrates significant geographic variation suggesting a role for environmental risk factors. This study sought to evaluate associations between groundwater exposures and kidney cancer incidence.
METHODS
The authors identified constituents from 18,506 public groundwater wells in all 58 California counties measured in 1996-2010, and obtained county-level kidney cancer incidence data from the California Cancer Registry for 2003-2017. The authors developed a water-wide association study (WWAS) platform using XWAS methodology. Three cohorts were created with 5 years of groundwater measurements and 5-year kidney cancer incidence data. The authors fit Poisson regression models in each cohort to estimate the association between county-level average constituent concentrations and kidney cancer, adjusting for known risk factors: sex, obesity, smoking prevalence, and socioeconomic status at the county level.
RESULTS
Thirteen groundwater constituents met stringent WWAS criteria (a false discovery rate <0.10 in the first cohort, followed by p values <.05 in subsequent cohorts) and were associated with kidney cancer incidence. The seven constituents directly related to kidney cancer incidence (and corresponding standardized incidence ratios) were chlordane (1.06; 95% confidence interval [CI], 1.02-1.10), dieldrin (1.04; 95% CI, 1.01-1.07), 1,2-dichloropropane (1.04; 95% CI, 1.02-1.05), 2,4,5-TP (1.03; 95% CI, 1.01-1.05), glyphosate (1.02; 95% CI, 1.01-1.04), endothall (1.02; 95% CI, 1.01-1.03), and carbaryl (1.02; 95% CI, 1.01-1.03). Among the six constituents inversely related to kidney cancer incidence, the standardized incidence ratio furthest from the null was for bromide (0.97; 95% CI, 0.94-0.99).
CONCLUSIONS
This study identified several groundwater constituents associated with kidney cancer. Public health efforts to reduce the burden of kidney cancer should consider groundwater constituents as environmental exposures that may be associated with the incidence of kidney cancer.

Identifiants

pubmed: 37287332
doi: 10.1002/cncr.34898
doi:

Types de publication

Journal Article Research Support, U.S. Gov't, P.H.S. Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

3309-3317

Subventions

Organisme : NCCDPHP CDC HHS
ID : NU58DP006344
Pays : United States
Organisme : NCI NIH HHS
ID : HHSN261201800032I
Pays : United States
Organisme : NCI NIH HHS
ID : HHSN261201800015I
Pays : United States
Organisme : NCI NIH HHS
ID : HHSN261201800009I
Pays : United States

Informations de copyright

© 2023 American Cancer Society.

Références

Sun M, Thuret R, Abdollah F, et al. Age-adjusted incidence, mortality, and survival rates of stage-specific renal cell carcinoma in North America: a trend analysis. Eur Urol. 2011;59(1):135-141. doi:10.1016/j.eururo.2010.10.029
Gupta K, Miller JD, Li JZ, Russell MW, Charbonneau C. Epidemiologic and socioeconomic burden of metastatic renal cell carcinoma (mRCC): a literature review. Cancer Treat Rev. 2008;34(3):193-205. doi:10.1016/j.ctrv.2007.12.001
Morris CR, Lara PN Jr., Parikh-Patel A, Kizer KW. Kidney cancer incidence in California: end of the trend? Kidney Cancer. 2017;1(1):71-81. doi:10.3233/KCA-170005
Schmidt LS, Linehan WM. Genetic predisposition to kidney cancer. Semin Oncol. 2016;43(5):566-574. doi:10.1053/j.seminoncol.2016.09.001
Lindblad P, Wolk A, Bergström R, Persson I, Adami HO. The role of obesity and weight fluctuations in the etiology of renal cell cancer: a population-based case-control study. Cancer Epidemiol Biomarkers Prev. 1994;3(8):631-639.
Ljungberg B, Campbell SC, Cho HY, et al. The epidemiology of renal cell carcinoma. Eur Urol. 2011;60(4):615-621. doi:10.1016/j.eururo.2011.06.049
Chow WH, Dong LM, Devesa SS. Epidemiology and risk factors for kidney cancer. Nat Rev Urol. 2010;7(5):245-257. doi:10.1038/nrurol.2010.46
Creighton CJ, Morgan M, Gunaratne PH, et al. Comprehensive molecular characterization of clear cell renal cell carcinoma. Nature. 2013;499(7456):43-49. doi:10.1038/nature12222
California Health Maps. A tool of health data of geographies in California. Accessed June 19, 2022. https://www.californiahealthmaps.org
Mokdad AH, Dwyer-Lindgren L, Fitzmaurice C, et al. Trends and patterns of disparities in cancer mortality among US counties, 1980-2014. JAMA. 2017;317(4):388-406. doi:10.1001/jama.2016.20324
California State Water Resources Control Board. Groundwater Ambient Monitoring and Assessment Program (GAMA). Accessed June 14, 2022. https://www.waterboards.ca.gov/water_issues/programs/gama/
Roh T, Lynch CF, Weyer P, Wang K, Kelly KM, Ludewig G. Low-level arsenic exposure from drinking water is associated with prostate cancer in Iowa. Environ Res. 2017;159:338-343. doi:10.1016/j.envres.2017.08.026
Bulka CM, Jones RM, Turyk ME, Stayner LT, Argos M. Arsenic in drinking water and prostate cancer in Illinois counties: an ecologic study. Environ Res. 2016;148:450-456. doi:10.1016/j.envres.2016.04.030
Messier KP, Serre ML. Lung and stomach cancer associations with groundwater radon in North Carolina, USA. Int J Epidemiol. 2017;46(2):676-685. doi:10.1093/ije/dyw128
US Census Bureau. American Community Survey (ACS). Accessed December 24, 2022. https://www.census.gov/programs-surveys/acs
Centers for Disease Control and Prevention. PLACES: local data for better health. Accessed December 24, 2022. https://www.cdc.gov/places/index.html
Yang J, Schupp CW, Harrati A, Clarke C, Keegan THM, Gomez SL. Developing an area-based socioeconomic measure from American Community Survey data. Cancer Prevention Institute of California; 2014.
California Cancer Registry. Age-adjusted invasive cancer incidence rates by county in California, kidney and renal pelvis, 2013-2017. Based on Dec 2019 data. Excludes cases reported by the Department of Veterans Affairs. Accessed October 30, 2022. https://cancer-rates.info/ca/
Kholoshyn I, Bondarenko O, Hanchuk O, Shmeltser E. Cloud ArcGIS Online as an Innovative Tool for Developing Geoinformation Competence with Future Geography Teachers. arXiv. 2019;6:403-412. doi:10.48550/arXiv.1909.04388
US Census Bureau. TIGER/Line Shapefiles. Accessed June 14, 2022. https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html
Storey JD, Tibshirani R. Statistical significance for genomewide studies. Proc Natl Acad Sci U S A. 2003;100(16):9440-9445. doi:10.1073/pnas.1530509100
Gentleman RR. Programming for Bioinformatics. Chapman and Hall/CRC; 2008. doi:10.1201/9781420063684
Johnson TD, Belitz K, Kauffman LJ, Watson E, Wilson JT. Populations using public-supply groundwater in the conterminous U.S. 2010; Identifying the wells, hydrogeologic regions, and hydrogeologic mapping units. Sci Total Environ. 2022;806:150618. doi:10.1016/j.scitotenv.2021.150618
Dieter CA, Maupin MA, Caldwell RR, et al. Estimated Use of Water in the United States in 2015. US Geological Survey; 2018. doi:10.3133/cir1441
Andreotti G, Beane FLE, Shearer JJ, et al. Occupational pesticide use and risk of renal cell carcinoma in the Agricultural Health Study. Environ Health Perspect. 2020;128(6):067011. doi:10.1289/EHP6334
Portier CJ. A comprehensive analysis of the animal carcinogenicity data for glyphosate from chronic exposure rodent carcinogenicity studies. Environ Health. 2020;19(1):18. doi:10.1186/s12940-020-00574-1
US Environmental Protection Agency. Memorandum: carbaryl - report of the Cancer Assessment Review Committee. Health Effects Division. Office of Pesticide Programs. February 12, 2002. https://archive.epa.gov/pesticides/chemicalsearch/chemical/foia/web/pdf/056801/056801-2002-02-12a.pdf
Veterans Affairs. Agent Orange exposure and VA disability compensation. Accessed December 25, 2022. https://www.va.gov/disability/eligibility/hazardous-materials-exposure/agent-orange/
Zullig LL, Sims KJ, McNeil R, et al. Cancer incidence among patients of the U.S. Veterans Affairs Health Care System: 2010 update. Mil Med. 2017;182(7):e1883-e1891. doi:10.7205/MILMED-D-16-00371
National Academies of Sciences, Engineering, and Medicine. Veterans and Agent Orange: Update 11; 2018.
Vamvakas S, Brüning T, Thomasson B, et al. Renal cell cancer correlated with occupational exposure to trichloroethene. J Cancer Res Clin Oncol. 1998;124(7):374-382. doi:10.1007/s004320050186
Aschengrau A, Ozonoff D, Paulu C, et al. Cancer risk and tetrachloroethylene-contaminated drinking water in Massachusetts. Arch Environ Health. 1993;48(5):284-292. doi:10.1080/00039896.1993.9936715
Loomis D, Browning SR, Schenck AP, Gregory E, Savitz DA. Cancer mortality among electric utility workers exposed to polychlorinated biphenyls. Occup Environ Med. 1997;54(10):720-728. doi:10.1136/oem.54.10.720
Shalat SL, True LD, Fleming LE, Pace PE. Kidney cancer in utility workers exposed to polychlorinated biphenyls (PCBs). Br J Ind Med. 1989;46(11):823-824. doi:10.1136/oem.46.11.823
Roberts SM, Jordan KE, Warren DA, Britt JK, James RC. Evaluation of the carcinogenicity of 1,1-dichloroethylene (vinylidene chloride). Regul Toxicol Pharmacol. 2002;35(1):44-55. doi:10.1006/rtph.2001.1518
Barry KH, Koutros S, Lubin JH, et al. Methyl bromide exposure and cancer risk in the Agricultural Health Study. Cancer Causes Control. 2012;23(6):807-818. doi:10.1007/s10552-012-9949-2
Mathewson PD, Evans S, Byrnes T, Joos A, Naidenko OV. Health and economic impact of nitrate pollution in drinking water: a Wisconsin case study. Environ Monit Assess. 2020;192(11):724. doi:10.1007/s10661-020-08652-0
Jones RR, Weyer PJ, Dellavalle CT, et al. Ingested nitrate, disinfection by-products, and kidney cancer risk in older women. Epidemiology. 2017;28(5):703-711. doi:10.1097/EDE.0000000000000647
Ward MH, Rusiecki JA, Lynch CF, Cantor KP. Nitrate in public water supplies and the risk of renal cell carcinoma. Cancer Causes Control. 2007;18(10):1141-1151. doi:10.1007/s10552-007-9053-1
Patel CJ, Bhattacharya J, Butte AJ. An Environment-Wide Association Study (EWAS) on type 2 diabetes mellitus. PLoS One. 2010;5(5):e10746. doi:10.1371/journal.pone.0010746
Patel CJ, Rehkopf DH, Leppert JT, et al. Systematic evaluation of environmental and behavioural factors associated with all-cause mortality in the United States national health and nutrition examination survey. Int J Epidemiol. 2013;42(6):1795-1810. doi:10.1093/ije/dyt208
Sohlberg EM, Thomas IC, Yang J, et al. Laboratory-wide association study of survival with prostate cancer. Cancer. 2021;127(7):1102-1113. doi:10.1002/cncr.33341
Velaer K, Thomas IC, Yang J, et al. Clinical laboratory tests associated with survival in patients with metastatic renal cell carcinoma: a Laboratory Wide Association Study (LWAS). Urol Oncol. 2022;40(1):12.e23-12.e30. doi:10.1016/j.urolonc.2021.08.011
California State Water Resources Control Board. Data and databases - groundwater. Accessed December 25, 2022. https://www.waterboards.ca.gov/resources/data_databases/groundwater.html

Auteurs

Simon John Christoph Soerensen (SJC)

Department of Urology, Stanford University School of Medicine, Stanford, California, USA.
Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA.

Maria E Montez-Rath (ME)

Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA.

Iona Cheng (I)

Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA.
Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California, USA.

Scarlett Lin Gomez (SL)

Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA.
Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California, USA.

Debora L Oh (DL)

Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA.

Christian Jackson (C)

Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA.

Jinhui Li (J)

Department of Urology, Stanford University School of Medicine, Stanford, California, USA.

David Rehkopf (D)

Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA.
Department of Medicine, Stanford University School of Medicine, Stanford, California, USA.

Glenn M Chertow (GM)

Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA.
Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA.

Marvin E Langston (ME)

Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA.

Calyani Ganesan (C)

Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA.

Alan C Pao (AC)

Department of Urology, Stanford University School of Medicine, Stanford, California, USA.
Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA.
Division of Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA.

Benjamin I Chung (BI)

Department of Urology, Stanford University School of Medicine, Stanford, California, USA.

John T Leppert (JT)

Department of Urology, Stanford University School of Medicine, Stanford, California, USA.
Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA.
Division of Urology, Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA.

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