Community Engaged Cumulative Risk Assessment of Exposure to Inorganic Well Water Contaminants, Crow Reservation, Montana
Abstract
:1. Introduction
Study Area
2. Materials and Methods
2.1. Institutional Review Board Approval
2.2. Sample Collection and Analysis
2.3. Data Management
2.4. Well Water Contamination Assessment
2.5. Cumulative Risk Assessment
2.5.1. Non-Carcinogen Risk: Hazard Indices
2.5.2. Carcinogenic Risk: Arsenic and Uranium
2.6. Indian Health Service Well Water Data
2.7. Survey Data
2.8. Interview Data
2.9. Risk Communication and Mitigation
3. Results
3.1. Natural Environment
3.1.1. Inorganic Well Water Contaminants Exceeding EPA Primary Drinking Water Standards
3.1.2. Inorganic Well Water Contaminants Exceeding EPA Secondary Drinking Water Standards
3.1.3. Microbial Well Water Contaminants Exceeding EPA Primary Drinking Water Standards
3.1.4. Inorganic Well Water Contaminants below EPA Primary Drinking Water Standards
3.1.5. Predicting Occurrence of Hazardous Inorganic Contaminants
3.1.6. Cumulative Risk Assessment: Non-Carcinogenic Risk
3.1.7. Cumulative Risk Assessment: Carcinogenic Risk
3.1.8. Cumulative Risk Assessment: Non-Carcinogenic Plus Carcinogenic Risk
3.2. Community and Household Factors
3.2.1. Well Water Consumption, TDS and HI
3.2.2. Coping with Poor Quality Well Water
3.2.3. Community Well Stewardship
4. Discussion
4.1. Natural Environment
4.1.1. Primary Contaminants
4.1.2. Secondary Contaminants
4.1.3. Cumulative Risk Assessment Based on Hazard Indices and Slope Factors vs. Summed RQs
4.2. Community and Household Factors
4.2.1. Consumption Data Are Necessary for Assessing Exposures to Well Water Contaminants
4.2.2. Consumption Data Are also Vital to Assessing Population Level Health Risks
4.3. Sources of Contamination
4.3.1. Nitrate
4.3.2. Uranium and Arsenic
4.4. Assessing Vulnerability, Planning Education and Mitigating Risks
4.5. Priority Public Health Issue
- (1)
- Breadth of exposure: 15% of the US population, about 49 million people, rely on home wells;
- (2)
- Nature of exposure: Rural residents consume their well water daily for years, potentially throughout their lives, beginning with pre-natal exposures;
- (3)
- Severity of effects: All four inorganic contaminants most prevalent in Crow home well water—uranium, manganese, arsenic and nitrate—can have severe, lasting health effects on infants and children and can cause disease in adults. The other four most common inorganic contaminants in U.S. well water, radon, boron, fluoride and strontium, represent additional health risks [58,176,177,178].
- (4)
- Likelihood of interactions: The health effects of combinations of these contaminants have not been characterized; interactions as understood in an ecologic framework are nearly entirely unknown.
4.6. Limitations
4.7. Future Research
5. Conclusions
Supplementary Materials
Acknowledgments
- RD83559401-0 and RD83370601-0, National Center for Environmental Research, Science to Achieve Results (NCER STAR), Environmental Protection Agency (EPA).
- FP91674401, STAR Fellowships Research Assistance Agreement Award, EPA.
- 1P50ES026102-01, Center for Native Environmental Health Equity Research, University of New Mexico, Center of Excellence on Environmental Health Disparities Research, National Institute of Environmental Health Sciences, National Institutes of Health (NIH) & EPA.
- P20MD002317, Center for Native Health Partnerships, Montana State University, National Institute of Minority Health and Health Disparities, NIH.
- K12 GM088021 NIGMS ASERT IRACDA postdoctoral fellowship, NIH.
- P20 RR-16455-04, Infrastructure Network for Biomedical Research Excellence (INBRE), National Institute of General Medical Sciences, NIH. Subaward to Little Big Horn College.
- Hopa Mountain, National Science Foundation Division of Earth Sciences, student internships.
Author Contributions
Conflicts of Interest
References
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Water Quality Parameter | Method a | Reporting Limit | Unit |
---|---|---|---|
Metals | |||
Aluminum | E200.8 b | 0.1 | mg/L |
Arsenic | E200.8 | 0.001 | mg/L |
Cadmium | E200.8 | 0.0001 | mg/L |
Calcium | E200.7 c | 1 | mg/L |
Chromium | E200.8 | 0.001 | mg/L |
Iron | E200.7 | 0.03 | mg/L |
Lead | E200.8 | 0.001 | mg/L |
Magnesium | E200.7 | 1 | mg/L |
Manganese | E200.7/E200.8 d | 0.01 | mg/L |
Potassium | E200.7 | 1 | mg/L |
Sodium | E200.7 | 1 | mg/L |
Uranium | E200.8 | 0.001 | mg/L |
Zinc | E200.7/E200.8 | 0.01 | mg/L |
Inorganics | |||
Alkalinity | A2320 B | 4 | mg/L |
Bicarbonate | A2320 B | 4 | mg/L |
Carbonate | A2320 B | 4 | mg/L |
Chloride | E300.0 | 1 | mg/L |
Sulfate | E300.0 | 1 | mg/L |
Fluoride | E300.0 | 0.1 | mg/L |
Nitrate + Nitrite as N | E300.0 | 0.05 | mg/L |
Hardness as CaCO3 | A2340 B | 1 | mg/L |
Sodium Absorption Ratio | Calculation | 0.01 | |
Physical Properties | |||
Conductivity | A2510 B | 1 | µmhos/cm |
Corrosivity (Langelier Index) | A203 | ||
pH | A4500 H B | 0.1 | s.u. |
Total Dissolved Solids @ 180 C | A2540 C | 10 | mg/L |
Coliform/E. coli presence/absence | A9223 | presence/absence | per 100 mL |
Contaminant | Oral RfD (mg/kg-day) | Citation |
---|---|---|
Arsenic | 3 × 10−4 | [134] |
Cadmium | 5.0 × 10−4 | [134] |
Chromium | 3.0 × 10−3 | [134] |
Manganese | 4.6 × 10−2 | [134,135,136] |
Nitrate | 1.6 | [134] |
Uranium | 2 × 10−4 | [137] |
Zinc | 0.3 | [134] |
Analyte | n | Min (mg/L) | Avg conc (mg/L) ± SD (mg/L) | Max (mg/L) | Number of Detections | Percent Detection |
---|---|---|---|---|---|---|
Nitrate + Nitrite as N | 164 | <0.05 | 1.61 ± 5.13 | 39.8 | 70 | 42.7 |
As | 164 | <0.001 | 0.0012 ± 0.0025 | 0.011 | 45 | 27.4 |
Mn | 164 | <0.01 | 0.102 ± 0.215 | 1.35 | 85 | 51.8 |
Zn | 164 | <0.01 | 0.11 ± 0.01 | 9.15 | 80 | 48.8 |
U | 97 | <0.001 | 0.008 ± 0.014 | 0.101 | 66 | 68.0 |
Cd | 55 | <0.001 | N/A | N/A | 0 | 0 |
Cr | 55 | <0.01 | N/A | 0.01 | 4 | 7.3 |
TDS | 164 | 238 | 1425 ± 1215 | 9180 | 164 | 100.0 |
Sulfate | 164 | <1 | 682 ± 765 | 4750 | 163 | 99.4 |
Iron | 155 | <0.05 | 0.71 ± 2.19 | 21.7 | 79 | 51.0 |
Contaminant | EPA Standard [143] | Percent of Crow Wells in Use Exceeding EPA Standards a n = 164; n for U = 97; n for Fe = 155 | Percent of Crow Wells When Drilled Exceeding EPA Standards b n = 470–~650 | Percent of United States Wells Exceeding EPA Standards c n = 1725–2160 |
---|---|---|---|---|
Primary Standard | ||||
Mn ≥ 0.30 mg/L | HA | 11.0 | 17.0 | 5.2 |
As > 0 mg/L | MCLG | 27.4 | ||
As ≥ 0.01 mg/L | MCL | 1.2 | 6.8 | |
U > 0 mg/L | MCLG | 68.0 | ||
U ≥ 0.030 mg/L | MCL | 6.2 | 1.7 | |
NO3− ≥ 10.0 mg/L | MCL | 4.3 | 5.0 | 4.4 |
Coliform present | MCL | 40.2 | ||
E. coli present | MCL | 0.6 | ||
Secondary standard | ||||
TDS > 500 mg/L | SMCL | 85.4 | 93.0 | 14.8 |
SO42− > 250 mg/L | SMCL | 68.9 | 75.0 | 3.8 |
Mn > 0.05 mg/L | SMCL | 32.9 | 57.5 | 21.3 |
Fe > 0.3 mg/L | SMCL | 25.0 | 63.0 | 19.1 |
Hardness > 120 mg/L | SMCL | 76.8 | 62.0 |
River Valley, from West to East on the Crow Reservation | Number of Home Wells | Wells with Sum of RQs > 1.0: Percent ± SE | Average Sum of RQs ± SE |
---|---|---|---|
Pryor Creek | 9 | 11 ± 11% | 0.51 ± 0.14 |
Bighorn River Valley | 14 | 64 ± 13% | 2.16 ± 0.64 |
Little Bighorn River Valley | 74 | 17 ± 4% | 0.73 ± 0.03 |
Crow Agency | 13 | 23 ± 12% | 1.09 ± 0.37 |
Garryowen | 12 | 8 ± 8% | 0.57 ± 0.18 |
Lodge Grass | 24 | 8 ± 5% | 0.52 ± 0.18 |
Wyola | 25 | 28 ± 9% | 0.84 ± 0.19 |
Total Number of Wells | 97 | ||
Reservation Wide Average | 24 ± 4% | 0.92 ± 0.03 |
Predictor(s) | Dependent Variable | n | R2 | Regression Significance | Regression Equation |
---|---|---|---|---|---|
logTDS | log[Mn] | 151 | 0.164 | p < 0.0005 | log[Mn] = −4.60 + 0.961 logTDS |
log[Fe] | log[Mn] | 163 | 0.419 | p < 0.0005 | log[Mn] = −1.08 + 0.626 log[Fe] |
logTDS, log[Fe] | log[Mn] | 151 | 0.503 | log TDS: p < 0.0005; log[Fe]: p < 0.0005 | log[Mn] = −3.27 + 0.707 logTDS + 0.574 log[Fe] |
logTDS | log[U] | 97 | 0.194 | p < 0.0005 | log[U] = −5.463 + 0.9525 logTDS |
pH | log[U] | 97 | 0.341 | p < 0.0005 | log[U] = 3.45 − 0.795 pH |
log[NO3−] | log[U] | 97 | 0.160 | p < 0.0005 | log[U] = −2.34 + 0.267 log[NO3−] |
logTDS, pH, log[NO3−] | log[U] | 97 | 0.579 | log TDS: p < 0.0005; pH: p < 0.0005; log[NO3−]: 0.001 | log[U] = −0.016 + 0.905 logTDS − 0.686 pH + 0.167 log[NO3−] |
Well Water Contaminant | n | Avg ADD * (mg/L) | RfD (mg/L) | # HQ ≥ 1.0 | % HQ ≥ 1.0 | Avg HQ | MCL (mg/L) | # > MCL | % > MCL | Avg RQ * |
---|---|---|---|---|---|---|---|---|---|---|
Nitrate + Nitrite as N | 164 | 0.05 | 1.6 | 0 | 0 | 0.03 | 10.0 | 7 | 4.3% | 0.16 |
As | 164 | 3 × 10−5 | 0.0003 | 2 | 1.2% | 0.11 | 0.01 | 2 | 1.2% | 0.12 |
Mn | 164 | 0.03 | 0.046 | 0 | 0 | 0.06 | 0.3 | 18 | 11.0% | 0.34 |
Zn | 164 | 0.003 | 0.3 | 0 | 0 | 0.01 | N/A | N/A | N/A | N/A |
U | 97 | 0.0002 | 0.0002 | 32 | 33.0% | 1.16 | 0.03 | 6 | 6.30% | 0.27 |
Hazard Indices (Sum of Hazard Quotients) Based on Oral Reference Doses (RfDs) | Sum of Risk Quotients on EPA Water Quality Maximum Contaminant Levels (MCLs) | ||
---|---|---|---|
Number of wells with HI > 1.0 | 38 | Number of wells with summed RQ > 1.0 | 23 |
Percent of wells with HI > 1.0 | 39.2 | Percent of wells with summed RQ > 1.0 | 23.7 |
Average HI of wells | 1.40 | Average summed RQs of wells | 0.93 |
Carcinogenic Risk from Arsenic | Carcinogenic Risk from Uranium | ||
---|---|---|---|
Number of wells tested for arsenic, reporting limit of 0.001 mg/L | 164 | Number of wells tested for uranium, reporting limit of 0.001 mg/L | 97 |
Number of wells with detected arsenic | 44 | Number of wells with detected uranium | 66 |
Percent of wells with detected arsenic | 26.8 | Percent of wells with detected uranium | 68.8 |
Number of wells with carcinogenic risk ≥ 4 × 10−5 | 44 | Number of wells with carcinogenic risk ≥ 1.0 × 10−6 | 0 |
Percent of wells with carcinogenic risk ≥ 4 × 10−5 | 26.8 | Percent of wells with carcinogenic risk ≥ 1.0 × 10−6 | 0.0 |
Families’ Well Water Use | n (%) | TDS (mg/L) Mean ± SD | Wells Assessed for HI | |||
---|---|---|---|---|---|---|
n | Number with HI ≥ 1.0 | Percent with HI > 1.0 | Mean HI ± SD | |||
Drink & cook | 91 (59.9%) | 959 ± 578 | 55 | 14 | 26.4 | 0.7 ± 0.8 |
Cook, only | 31 (20.4%) | 1970 ± 1466 | 21 | 9 | 42.8 | 2.1 ± 3.6 |
Do not consume | 30 (19.7%) | 2262 ± 1726 | 23 | 15 | 65.2 | 2.4 ± 2.1 |
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Eggers, M.J.; Doyle, J.T.; Lefthand, M.J.; Young, S.L.; Moore-Nall, A.L.; Kindness, L.; Other Medicine, R.; Ford, T.E.; Dietrich, E.; Parker, A.E.; et al. Community Engaged Cumulative Risk Assessment of Exposure to Inorganic Well Water Contaminants, Crow Reservation, Montana. Int. J. Environ. Res. Public Health 2018, 15, 76. https://doi.org/10.3390/ijerph15010076
Eggers MJ, Doyle JT, Lefthand MJ, Young SL, Moore-Nall AL, Kindness L, Other Medicine R, Ford TE, Dietrich E, Parker AE, et al. Community Engaged Cumulative Risk Assessment of Exposure to Inorganic Well Water Contaminants, Crow Reservation, Montana. International Journal of Environmental Research and Public Health. 2018; 15(1):76. https://doi.org/10.3390/ijerph15010076
Chicago/Turabian StyleEggers, Margaret J., John T. Doyle, Myra J. Lefthand, Sara L. Young, Anita L. Moore-Nall, Larry Kindness, Roberta Other Medicine, Timothy E. Ford, Eric Dietrich, Albert E. Parker, and et al. 2018. "Community Engaged Cumulative Risk Assessment of Exposure to Inorganic Well Water Contaminants, Crow Reservation, Montana" International Journal of Environmental Research and Public Health 15, no. 1: 76. https://doi.org/10.3390/ijerph15010076
APA StyleEggers, M. J., Doyle, J. T., Lefthand, M. J., Young, S. L., Moore-Nall, A. L., Kindness, L., Other Medicine, R., Ford, T. E., Dietrich, E., Parker, A. E., Hoover, J. H., & Camper, A. K. (2018). Community Engaged Cumulative Risk Assessment of Exposure to Inorganic Well Water Contaminants, Crow Reservation, Montana. International Journal of Environmental Research and Public Health, 15(1), 76. https://doi.org/10.3390/ijerph15010076