Examining disparities in PFAS plasma concentrations: Impact of drinking water contamination, food access, proximity to industrial facilities and superfund sites

Most of the US population is exposed to per- and polyfluorinated substances (PFAS) through various environmental media and these sources of PFAS exposure coupled with disproportionate co-localization of PFAS-polluting facilities in under-resourced communities may exacerbate disparities in PFAS-assoc...

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Veröffentlicht in:Environmental research 2025-01, Vol.264 (Pt 1), p.120370, Article 120370
Hauptverfasser: Li, Shiwen, Goodrich, Jesse A., Costello, Elizabeth, Walker, Douglas I., Cardenas-Iniguez, Carlos, Chen, Jiawen Carmen, Alderete, Tanya L., Valvi, Damaskini, Rock, Sarah, Eckel, Sandrah P., McConnell, Rob, Gilliland, Frank D., Wilson, John, MacDonald, Beau, Conti, David V., Smith, Adam L., McCurry, Daniel L., Childress, Amy E., Simpson, Adam M.-A., Golden-Mason, Lucy, Maretti-Mira, Ana C., Chen, Zhanghua, Goran, Michael I., Aung, Max, Chatzi, Lida
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container_issue Pt 1
container_start_page 120370
container_title Environmental research
container_volume 264
creator Li, Shiwen
Goodrich, Jesse A.
Costello, Elizabeth
Walker, Douglas I.
Cardenas-Iniguez, Carlos
Chen, Jiawen Carmen
Alderete, Tanya L.
Valvi, Damaskini
Rock, Sarah
Eckel, Sandrah P.
McConnell, Rob
Gilliland, Frank D.
Wilson, John
MacDonald, Beau
Conti, David V.
Smith, Adam L.
McCurry, Daniel L.
Childress, Amy E.
Simpson, Adam M.-A.
Golden-Mason, Lucy
Maretti-Mira, Ana C.
Chen, Zhanghua
Goran, Michael I.
Aung, Max
Chatzi, Lida
description Most of the US population is exposed to per- and polyfluorinated substances (PFAS) through various environmental media and these sources of PFAS exposure coupled with disproportionate co-localization of PFAS-polluting facilities in under-resourced communities may exacerbate disparities in PFAS-associated health risks. We leveraged two cohorts in Southern California with 8 PFAS concentrations measured in plasma. We obtained PFAS water testing data from the Third Unregulated Contaminant Monitoring Rule and state monitoring data, census tract-level information on food access using the Food Access Research Atlas, the location of Superfund sites on the National Priorities List, and data on facilities known to release PFAS pollutants. These data were then spatially linked to the participants’ home addresses. In the first cohort, we found that detections of PFOS, PFOA, and PFHxS in drinking water were associated with 1.54 ng/mL (95% CI: 0.77, 2.32), 0.47 ng/mL (0.25, 0.68), and 1.16 ng/mL (0.62, 1.71) increase in plasma PFOS, PFOA, and PFHxS. The presence of Superfund sites was associated with higher plasma concentrations of PFOS, PFHxS, PFPeS, and PFHpS (betas [95% CIs]: 0.96 [0.21, 1.71], 0.9 [0.22, 1.58], 0.04 [0.02, 0.06] and 0.05 [0.02, 0.09], respectively). Each additional PFAS-polluting facility present in the neighborhood was associated with a 0.9 ng/mL (0.03, 0.15) increase in the concentration of PFOS. In the other cohort, we found that the presence of Superfund sites was associated with higher plasma PFDA, PFHpS, PFOS (betas [95% CIs]: 0.03 [0.01, 0.06], 0.05 [0.01, 0.09], and 1.96 [0.31, 3.62]). Neighborhood low access to food was associated with a 2.51 ng/mL (0.7, 4.31) increase in plasma PFOS, 0.6 ng/mL (0.16, 1.06) increase in plasma PFOA and 0.06 (0.02, 0.1) increase in plasma PFHpS. Reducing sources of PFAS exposure in under-resourced neighborhoods may help reduce disparities in human exposure levels. •PFOS, PFOA, PFHxS in drinking water were associated with higher plasma PFAS.•Living near PFAS-polluting facility was associated with higher plasma PFOS.•Superfund sites were associated with higher plasma PFOS, PFHxS, PFPeS and PFHpS.•Neighborhood low food access was associated with higher plasma PFOS, PFOA, PFHpS.
doi_str_mv 10.1016/j.envres.2024.120370
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We leveraged two cohorts in Southern California with 8 PFAS concentrations measured in plasma. We obtained PFAS water testing data from the Third Unregulated Contaminant Monitoring Rule and state monitoring data, census tract-level information on food access using the Food Access Research Atlas, the location of Superfund sites on the National Priorities List, and data on facilities known to release PFAS pollutants. These data were then spatially linked to the participants’ home addresses. In the first cohort, we found that detections of PFOS, PFOA, and PFHxS in drinking water were associated with 1.54 ng/mL (95% CI: 0.77, 2.32), 0.47 ng/mL (0.25, 0.68), and 1.16 ng/mL (0.62, 1.71) increase in plasma PFOS, PFOA, and PFHxS. The presence of Superfund sites was associated with higher plasma concentrations of PFOS, PFHxS, PFPeS, and PFHpS (betas [95% CIs]: 0.96 [0.21, 1.71], 0.9 [0.22, 1.58], 0.04 [0.02, 0.06] and 0.05 [0.02, 0.09], respectively). Each additional PFAS-polluting facility present in the neighborhood was associated with a 0.9 ng/mL (0.03, 0.15) increase in the concentration of PFOS. In the other cohort, we found that the presence of Superfund sites was associated with higher plasma PFDA, PFHpS, PFOS (betas [95% CIs]: 0.03 [0.01, 0.06], 0.05 [0.01, 0.09], and 1.96 [0.31, 3.62]). Neighborhood low access to food was associated with a 2.51 ng/mL (0.7, 4.31) increase in plasma PFOS, 0.6 ng/mL (0.16, 1.06) increase in plasma PFOA and 0.06 (0.02, 0.1) increase in plasma PFHpS. Reducing sources of PFAS exposure in under-resourced neighborhoods may help reduce disparities in human exposure levels. •PFOS, PFOA, PFHxS in drinking water were associated with higher plasma PFAS.•Living near PFAS-polluting facility was associated with higher plasma PFOS.•Superfund sites were associated with higher plasma PFOS, PFHxS, PFPeS and PFHpS.•Neighborhood low food access was associated with higher plasma PFOS, PFOA, PFHpS.</description><identifier>ISSN: 0013-9351</identifier><identifier>ISSN: 1096-0953</identifier><identifier>EISSN: 1096-0953</identifier><identifier>DOI: 10.1016/j.envres.2024.120370</identifier><identifier>PMID: 39549910</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Adult ; Aged ; California ; Cohort Studies ; Drinking water ; Drinking Water - analysis ; Drinking Water - chemistry ; Environmental Exposure - analysis ; Environmental Exposure - statistics &amp; numerical data ; Environmental Monitoring ; Female ; Fluorocarbons - analysis ; Fluorocarbons - blood ; Food access ; Humans ; Industry ; Male ; Middle Aged ; perfluorohexane sulfonic acid ; PFAS ; Superfund site ; Water Pollutants, Chemical - analysis ; Water Pollutants, Chemical - blood ; water pollution ; Young Adult</subject><ispartof>Environmental research, 2025-01, Vol.264 (Pt 1), p.120370, Article 120370</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. 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We leveraged two cohorts in Southern California with 8 PFAS concentrations measured in plasma. We obtained PFAS water testing data from the Third Unregulated Contaminant Monitoring Rule and state monitoring data, census tract-level information on food access using the Food Access Research Atlas, the location of Superfund sites on the National Priorities List, and data on facilities known to release PFAS pollutants. These data were then spatially linked to the participants’ home addresses. In the first cohort, we found that detections of PFOS, PFOA, and PFHxS in drinking water were associated with 1.54 ng/mL (95% CI: 0.77, 2.32), 0.47 ng/mL (0.25, 0.68), and 1.16 ng/mL (0.62, 1.71) increase in plasma PFOS, PFOA, and PFHxS. The presence of Superfund sites was associated with higher plasma concentrations of PFOS, PFHxS, PFPeS, and PFHpS (betas [95% CIs]: 0.96 [0.21, 1.71], 0.9 [0.22, 1.58], 0.04 [0.02, 0.06] and 0.05 [0.02, 0.09], respectively). Each additional PFAS-polluting facility present in the neighborhood was associated with a 0.9 ng/mL (0.03, 0.15) increase in the concentration of PFOS. In the other cohort, we found that the presence of Superfund sites was associated with higher plasma PFDA, PFHpS, PFOS (betas [95% CIs]: 0.03 [0.01, 0.06], 0.05 [0.01, 0.09], and 1.96 [0.31, 3.62]). Neighborhood low access to food was associated with a 2.51 ng/mL (0.7, 4.31) increase in plasma PFOS, 0.6 ng/mL (0.16, 1.06) increase in plasma PFOA and 0.06 (0.02, 0.1) increase in plasma PFHpS. Reducing sources of PFAS exposure in under-resourced neighborhoods may help reduce disparities in human exposure levels. •PFOS, PFOA, PFHxS in drinking water were associated with higher plasma PFAS.•Living near PFAS-polluting facility was associated with higher plasma PFOS.•Superfund sites were associated with higher plasma PFOS, PFHxS, PFPeS and PFHpS.•Neighborhood low food access was associated with higher plasma PFOS, PFOA, PFHpS.</description><subject>Adult</subject><subject>Aged</subject><subject>California</subject><subject>Cohort Studies</subject><subject>Drinking water</subject><subject>Drinking Water - analysis</subject><subject>Drinking Water - chemistry</subject><subject>Environmental Exposure - analysis</subject><subject>Environmental Exposure - statistics &amp; numerical data</subject><subject>Environmental Monitoring</subject><subject>Female</subject><subject>Fluorocarbons - analysis</subject><subject>Fluorocarbons - blood</subject><subject>Food access</subject><subject>Humans</subject><subject>Industry</subject><subject>Male</subject><subject>Middle Aged</subject><subject>perfluorohexane sulfonic acid</subject><subject>PFAS</subject><subject>Superfund site</subject><subject>Water Pollutants, Chemical - analysis</subject><subject>Water Pollutants, Chemical - blood</subject><subject>water pollution</subject><subject>Young Adult</subject><issn>0013-9351</issn><issn>1096-0953</issn><issn>1096-0953</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkU1vFSEUhomxsdfqPzCGpYvOFQaYKS5MmqbVJk3apLom58IZw3UGRmD68W_8qc441aVxBSTPe17gIeQNZ1vOePN-v8VwlzBva1bLLa-ZaNkzsuFMNxXTSjwnG8a4qLRQ_JC8zHk_H7kS7AU5FFpJrTnbkJ_nDzD44MM36nweIfniMVMf6M3F6S0de8gDUBuDxVASFB9D_kAvhxFsobGjLvnwfUnfQ8G0gGWZ9xs8pl2MjoK1mPMxHVN88IMvj7TEucBNuSQPPe3A-n6theBonkZM3bTsfMH8ihx00Gd8_bQeka8X51_OPldX158uz06vKlu3slTQchDz25Xj2MiTRukWpFNu57gEftKKXVOzztYSQIlWKxTAUHAhBIhWNVIckXfr3PmaPybMxQw-W-x7CBinbARXkkstJPsPtNZ1zRrRzqhcUZtizgk7MyY_QHo0nJlFo9mbVaNZNJpV4xx7-9Qw7QZ0f0N_vM3AxxXA-UvuPCaTrcdZkvMJbTEu-n83_AJSurJT</recordid><startdate>20250101</startdate><enddate>20250101</enddate><creator>Li, Shiwen</creator><creator>Goodrich, Jesse A.</creator><creator>Costello, Elizabeth</creator><creator>Walker, Douglas I.</creator><creator>Cardenas-Iniguez, Carlos</creator><creator>Chen, Jiawen Carmen</creator><creator>Alderete, Tanya L.</creator><creator>Valvi, Damaskini</creator><creator>Rock, Sarah</creator><creator>Eckel, Sandrah P.</creator><creator>McConnell, Rob</creator><creator>Gilliland, Frank D.</creator><creator>Wilson, John</creator><creator>MacDonald, Beau</creator><creator>Conti, David V.</creator><creator>Smith, Adam L.</creator><creator>McCurry, Daniel L.</creator><creator>Childress, Amy E.</creator><creator>Simpson, Adam M.-A.</creator><creator>Golden-Mason, Lucy</creator><creator>Maretti-Mira, Ana C.</creator><creator>Chen, Zhanghua</creator><creator>Goran, Michael I.</creator><creator>Aung, Max</creator><creator>Chatzi, Lida</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0002-9851-2594</orcidid><orcidid>https://orcid.org/0000-0002-4850-4828</orcidid><orcidid>https://orcid.org/0000-0002-6252-2811</orcidid><orcidid>https://orcid.org/0000-0003-4633-229X</orcidid><orcidid>https://orcid.org/0000-0001-6050-7880</orcidid><orcidid>https://orcid.org/0000-0002-8557-2416</orcidid><orcidid>https://orcid.org/0000-0001-5969-0729</orcidid><orcidid>https://orcid.org/0000-0002-3964-7544</orcidid><orcidid>https://orcid.org/0000-0002-2941-7833</orcidid><orcidid>https://orcid.org/0009-0000-1908-8522</orcidid><orcidid>https://orcid.org/0000-0002-2087-4405</orcidid></search><sort><creationdate>20250101</creationdate><title>Examining disparities in PFAS plasma concentrations: Impact of drinking water contamination, food access, proximity to industrial facilities and superfund sites</title><author>Li, Shiwen ; Goodrich, Jesse A. ; Costello, Elizabeth ; Walker, Douglas I. ; Cardenas-Iniguez, Carlos ; Chen, Jiawen Carmen ; Alderete, Tanya L. ; Valvi, Damaskini ; Rock, Sarah ; Eckel, Sandrah P. ; McConnell, Rob ; Gilliland, Frank D. ; Wilson, John ; MacDonald, Beau ; Conti, David V. ; Smith, Adam L. ; McCurry, Daniel L. ; Childress, Amy E. ; Simpson, Adam M.-A. ; Golden-Mason, Lucy ; Maretti-Mira, Ana C. ; Chen, Zhanghua ; Goran, Michael I. ; Aung, Max ; Chatzi, Lida</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c274t-a71a31095d1e6486597a4d5dbd14a1873b620fc24aa53795e3a0e31333a375643</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Adult</topic><topic>Aged</topic><topic>California</topic><topic>Cohort Studies</topic><topic>Drinking water</topic><topic>Drinking Water - analysis</topic><topic>Drinking Water - chemistry</topic><topic>Environmental Exposure - analysis</topic><topic>Environmental Exposure - statistics &amp; 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We leveraged two cohorts in Southern California with 8 PFAS concentrations measured in plasma. We obtained PFAS water testing data from the Third Unregulated Contaminant Monitoring Rule and state monitoring data, census tract-level information on food access using the Food Access Research Atlas, the location of Superfund sites on the National Priorities List, and data on facilities known to release PFAS pollutants. These data were then spatially linked to the participants’ home addresses. In the first cohort, we found that detections of PFOS, PFOA, and PFHxS in drinking water were associated with 1.54 ng/mL (95% CI: 0.77, 2.32), 0.47 ng/mL (0.25, 0.68), and 1.16 ng/mL (0.62, 1.71) increase in plasma PFOS, PFOA, and PFHxS. The presence of Superfund sites was associated with higher plasma concentrations of PFOS, PFHxS, PFPeS, and PFHpS (betas [95% CIs]: 0.96 [0.21, 1.71], 0.9 [0.22, 1.58], 0.04 [0.02, 0.06] and 0.05 [0.02, 0.09], respectively). Each additional PFAS-polluting facility present in the neighborhood was associated with a 0.9 ng/mL (0.03, 0.15) increase in the concentration of PFOS. In the other cohort, we found that the presence of Superfund sites was associated with higher plasma PFDA, PFHpS, PFOS (betas [95% CIs]: 0.03 [0.01, 0.06], 0.05 [0.01, 0.09], and 1.96 [0.31, 3.62]). Neighborhood low access to food was associated with a 2.51 ng/mL (0.7, 4.31) increase in plasma PFOS, 0.6 ng/mL (0.16, 1.06) increase in plasma PFOA and 0.06 (0.02, 0.1) increase in plasma PFHpS. Reducing sources of PFAS exposure in under-resourced neighborhoods may help reduce disparities in human exposure levels. •PFOS, PFOA, PFHxS in drinking water were associated with higher plasma PFAS.•Living near PFAS-polluting facility was associated with higher plasma PFOS.•Superfund sites were associated with higher plasma PFOS, PFHxS, PFPeS and PFHpS.•Neighborhood low food access was associated with higher plasma PFOS, PFOA, PFHpS.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>39549910</pmid><doi>10.1016/j.envres.2024.120370</doi><orcidid>https://orcid.org/0000-0002-9851-2594</orcidid><orcidid>https://orcid.org/0000-0002-4850-4828</orcidid><orcidid>https://orcid.org/0000-0002-6252-2811</orcidid><orcidid>https://orcid.org/0000-0003-4633-229X</orcidid><orcidid>https://orcid.org/0000-0001-6050-7880</orcidid><orcidid>https://orcid.org/0000-0002-8557-2416</orcidid><orcidid>https://orcid.org/0000-0001-5969-0729</orcidid><orcidid>https://orcid.org/0000-0002-3964-7544</orcidid><orcidid>https://orcid.org/0000-0002-2941-7833</orcidid><orcidid>https://orcid.org/0009-0000-1908-8522</orcidid><orcidid>https://orcid.org/0000-0002-2087-4405</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 0013-9351
ispartof Environmental research, 2025-01, Vol.264 (Pt 1), p.120370, Article 120370
issn 0013-9351
1096-0953
1096-0953
language eng
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source Elsevier ScienceDirect Journals Complete - AutoHoldings; MEDLINE
subjects Adult
Aged
California
Cohort Studies
Drinking water
Drinking Water - analysis
Drinking Water - chemistry
Environmental Exposure - analysis
Environmental Exposure - statistics & numerical data
Environmental Monitoring
Female
Fluorocarbons - analysis
Fluorocarbons - blood
Food access
Humans
Industry
Male
Middle Aged
perfluorohexane sulfonic acid
PFAS
Superfund site
Water Pollutants, Chemical - analysis
Water Pollutants, Chemical - blood
water pollution
Young Adult
title Examining disparities in PFAS plasma concentrations: Impact of drinking water contamination, food access, proximity to industrial facilities and superfund sites
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