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Regional and racial/ethnic inequalities in public drinking water fluoride concentrations across the US.Abstract
Background
Although the US Centers for Disease Control and Prevention (CDC) considers fluoridation of community water systems (CWSs) to be a major public health achievement responsible for reducing dental disease, recent epidemiologic evidence suggests that chronic exposure to population-relevant levels of fluoride may also be associated with adverse child neurodevelopmental outcomes. To our knowledge, a nationally representative database of CWS fluoride concentration estimates that can be readily linked to US epidemiologic cohorts for further study is not publicly available. Our objectives were to evaluate broad regional and sociodemographic inequalities in CWS fluoride concentrations across the US, and to determine if county-level racial/ethnic composition was associated with county-level CWS fluoride.
Methods
We generated CWS-level (N?=?32,495) and population weighted county-level (N?=?2152) fluoride concentration estimates using over 250,000 routine compliance monitoring records collected from the US Environmental Protection Agency’s (EPA) Third Six Year Review (2006-2011). We compared CWS-level fluoride distributions across subgroups including region, population size served, and county sociodemographic characteristics. In county-level spatial error models, we also evaluated geometric mean ratios (GMRs) of CWS fluoride per 10% higher proportion of residents belonging to a given racial/ethnic subgroup.
Results
4.5% of CWSs (serving >2.9 million residents) reported mean 2006-2011 fluoride concentrations ?1500?µg/L (the World Health Organization’s guideline for drinking water quality). Arithmetic mean, 90th, and 95th percentile contaminant concentrations were greatest in CWSs reliant on groundwater, located in the Southwest and Eastern Midwest, and serving Semi-Urban, Hispanic communities. In fully adjusted spatial error models, the GMR (95% CI) of CWS fluoride per a 10% higher proportion of county residents that were Hispanic/Latino was 1.16 (1.10, 1.23).
Impact statement
We find that over 2.9 million US residents are served by public water systems with average fluoride concentrations exceeding the World Health Organization’s guidance limit. We also find significant inequalities in community water system fluoride concentration estimates (2006-2011) across the US, especially for Hispanic/Latino communities who also experience elevated arsenic and uranium in regulated public drinking water systems. Our fluoride estimates can be leveraged in future epidemiologic studies to assess the potential association between chronic fluoride exposure and related adverse outcomes.
References
Articles referenced by this article (26)
-
Water fluoridation for the prevention of dental caries.
Iheozor-Ejiofor Z, Worthington HV, Walsh T, O’Malley L, Clarkson JE, Macey R, Alam R, Tugwell P, Welch V, Glenny AMCochrane Database Syst Rev, (6):CD010856 2015 MED: 26092033
-
The effectiveness of community water fluoridation in the United States.
Horowitz HSJ Public Health Dent, (5 Spec No):253-258 1996 MED: 9034970
-
Horowitz HS, Heifetz SB, Law FE, Driscoll WSAm J Public Health Nations Health, (12):2240-2250 1968 MED: 4387263
-
Bashash M, Marchand M, Hu H, Till C, Martinez-Mier EA, Sanchez BN, Basu N, Peterson KE, Green R, Schnaas L, Mercado-Garcia A, Hernandez-Avila M, Tellez-Rojo MMEnviron Int, (Pt 1):658-666 2018 MED: 30316181
-
Prenatal Fluoride Exposure and Cognitive Outcomes in Children at 4 and 6-12 Years of Age in Mexico.
Bashash M, Thomas D, Hu H, Martinez-Mier EA, Sanchez BN, Basu N, Peterson KE, Ettinger AS, Wright R, Zhang Z, Liu Y, Schnaas L, Mercado-Garcia A, Tellez-Rojo MM, Hernandez-Avila MEnviron Health Perspect, (9):097017 2017 MED: 28937959
-
Ding Y, YanhuiGao , Sun H, Han H, Wang W, Ji X, Liu X, Sun DJ Hazard Mater, (2-3):1942-1946 2010 MED: 21237562
-
Green R, Lanphear B, Hornung R, Flora D, Martinez-Mier EA, Neufeld R, Ayotte P, Muckle G, Till CJAMA Pediatr, (10):940-948 2019 MED: 31424532
-
Critical windows of fluoride neurotoxicity in Canadian children.
Farmus L, Till C, Green R, Hornung R, Martinez Mier EA, Ayotte P, Muckle G, Lanphear BP, Flora DBEnviron Res, 111315 2021 MED: 34051202
-
Developmental fluoride neurotoxicity: a systematic review and meta-analysis.
Choi AL, Sun G, Zhang Y, Grandjean PEnviron Health Perspect, (10):1362-1368 2012 MED: 22820538
-
Maternal fluoride exposure, fertility and birth outcomes: The MIREC cohort.
Goodman C, Hall M, Green R, Hornung R, Martinez-Mier EA, Lanphear B, Till CEnviron Adv, 100135 2021 MED: 36644332
- Maternal and fetal exposures to fluoride during mid-gestation among pregnant women in northern California. Abduweli Uyghurturk D, Goin DE, Martinez-Mier EA, Woodruff TJ, DenBesten PKEnviron Health, (1):38 2020 MED: 32248806
-
Developmental fluoride neurotoxicity: an updated review.
Grandjean PEnviron Health, (1):110 2019 MED: 31856837
-
Schaider LA, Swetschinski L, Campbell C, Rudel RAEnviron Health, (1):3 2019 MED: 30651108
-
Ravalli F, Yu Y, Bostick BC, Chillrud SN, Schilling K, Basu A, Navas-Acien A, Nigra AELancet Planet Health, (4):e320-e330 2022 MED: 35397220
-
Nigra AE, Chen Q, Chillrud SN, Wang L, Harvey D, Mailloux B, Factor-Litvak P, Navas-Acien AEnviron Health Perspect, (12):127001 2020 MED: 33295795
-
Martinez-Morata I, Bostick BC, Conroy-Ben O, Duncan DT, Jones MR, Spaur M, Patterson KP, Prins SJ, Navas-Acien A, Nigra AENat Commun, (1):7461 2022 MED: 36460659
-
Wallace M, Sharfstein JM, Kaminsky J, Lessler JJAMA Netw Open, (1):e186816 2019 MED: 30646196
-
Estimating the High-Arsenic Domestic-Well Population in the Conterminous United States.
Ayotte JD, Medalie L, Qi SL, Backer LC, Nolan BTEnviron Sci Technol, (21):12443-12454 2017 MED: 29043784
-
The County Health Rankings: rationale and methods.
Remington PL, Catlin BB, Gennuso KPPopul Health Metr, 11 2015 MED: 25931988
-
Spaur M, Lombard MA, Ayotte JD, Harvey DE, Bostick BC, Chillrud SN, Navas-Acien A, Nigra AESci Total Environ, 147555 2021 MED: 33991916
-
Bind MA, Coull BA, Peters A, Baccarelli AA, Tarantini L, Cantone L, Vokonas PS, Koutrakis P, Schwartz JDEnviron Health Perspect, (8):759-765 2015 MED: 25769179
-
The drinking water disparities framework: on the origins and persistence of inequities in exposure.
Balazs CL, Ray IAm J Public Health, (4):603-611 2014 MED: 24524500
-
Fluoride occurrence in United States groundwater.
McMahon PB, Brown CJ, Johnson TD, Belitz K, Lindsey BDSci Total Environ, 139217 2020 MED: 32438175
-
Malin AJ, Lesseur C, Busgang SA, Curtin P, Wright RO, Sanders APEnviron Int, 105012 2019 MED: 31402058
-
Associations of renal function with urinary excretion of metals: Evidence from NHANES 2003-2012.
Jin R, Zhu X, Shrubsole MJ, Yu C, Xia Z, Dai QEnviron Int, (Pt 2):1355-1362 2018 MED: 30442456
-
Sanders AE, Grider WB, Maas WR, Curiel JA, Slade GDJAMA Pediatr, (3):288-290 2019 MED: 30688985
Funders who supported this work.
NIEHS NIH HHS (2)
- Grant ID: P42 ES033719 26 publications
- Grant ID: P30 ES009089 1399 publications
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Available online at https://www.nature.com/articles/s41370-023-00570-w
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