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The effect of drinking water contaminated with perfluoroalkyl substances on a 10-year longitudinal trend of plasma levels in an elderly Uppsala cohort
In 2012, drinking water contaminated with per- and polyfluoroalkyl substances (PFASs), foremost perfluorooctanesulfonic acid (PFOS) and perfluorohexanesulfonic acid (PFHxS) at levels over 20ng/L and 40ng/L, respectively, was confirmed in Uppsala, Sweden. We assessed how a longitudinally sampled coho...
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Published in: | Environmental research 2017-11, Vol.159, p.95-102 |
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creator | Stubleski, Jordan Salihovic, Samira Lind, P. Monica Lind, Lars Dunder, Linda McCleaf, Philip Eurén, Karin Ahrens, Lutz Svartengren, Magnus van Bavel, Bert Kärrman, Anna |
description | In 2012, drinking water contaminated with per- and polyfluoroalkyl substances (PFASs), foremost perfluorooctanesulfonic acid (PFOS) and perfluorohexanesulfonic acid (PFHxS) at levels over 20ng/L and 40ng/L, respectively, was confirmed in Uppsala, Sweden.
We assessed how a longitudinally sampled cohort's temporal trend in PFAS plasma concentration was influenced by their residential location and determined the plausible association or disparity between the PFASs detected in the drinking water and the trend in the study cohort.
The Prospective Investigation of the Vasculature in Uppsala Seniors (PIVUS) cohort provided plasma samples three times from 2001 to 2014. Individuals maintaining the same zip code throughout the study (n = 399) were divided into a reference (no known PFAS exposure), low, intermediate and high exposure area depending on the proportion of contaminated drinking water received. Eight PFASs detected in the majority (75%) of the cohort's plasma samples were evaluated for significant changes in temporal PFAS concentrations using a random effects (mixed) model.
PFHxS plasma concentrations continued to significantly increase in individuals living in areas receiving the largest percentage of contaminated drinking water (p < 0.0001), while PFOS showed an overall decrease. The temporal trend of other PFAS plasma concentrations did not show an association to the quality of drinking water received.
The distribution of contaminated drinking water had a direct effect on the trend in PFHxS plasma levels among the different exposure groups, resulting in increased concentrations over time, especially in the intermediate and high exposure areas. PFOS and the remaining PFASs did not show the same relationship, suggesting other sources of exposure influenced these PFAS plasma trends.
•A population based cohort was longitudinally sampled three times from 2001 to 2014.•PFAS plasma level trends and distribution of drinking water were evaluated.•Significantly higher PFHxS and PFOA plasma levels in high exposure residents.•Contaminated drinking water distribution influenced trends in PFHxS plasma levels. |
doi_str_mv | 10.1016/j.envres.2017.07.050 |
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We assessed how a longitudinally sampled cohort's temporal trend in PFAS plasma concentration was influenced by their residential location and determined the plausible association or disparity between the PFASs detected in the drinking water and the trend in the study cohort.
The Prospective Investigation of the Vasculature in Uppsala Seniors (PIVUS) cohort provided plasma samples three times from 2001 to 2014. Individuals maintaining the same zip code throughout the study (n = 399) were divided into a reference (no known PFAS exposure), low, intermediate and high exposure area depending on the proportion of contaminated drinking water received. Eight PFASs detected in the majority (75%) of the cohort's plasma samples were evaluated for significant changes in temporal PFAS concentrations using a random effects (mixed) model.
PFHxS plasma concentrations continued to significantly increase in individuals living in areas receiving the largest percentage of contaminated drinking water (p < 0.0001), while PFOS showed an overall decrease. The temporal trend of other PFAS plasma concentrations did not show an association to the quality of drinking water received.
The distribution of contaminated drinking water had a direct effect on the trend in PFHxS plasma levels among the different exposure groups, resulting in increased concentrations over time, especially in the intermediate and high exposure areas. PFOS and the remaining PFASs did not show the same relationship, suggesting other sources of exposure influenced these PFAS plasma trends.
•A population based cohort was longitudinally sampled three times from 2001 to 2014.•PFAS plasma level trends and distribution of drinking water were evaluated.•Significantly higher PFHxS and PFOA plasma levels in high exposure residents.•Contaminated drinking water distribution influenced trends in PFHxS plasma levels.</description><identifier>ISSN: 0013-9351</identifier><identifier>ISSN: 1096-0953</identifier><identifier>EISSN: 1096-0953</identifier><identifier>DOI: 10.1016/j.envres.2017.07.050</identifier><identifier>PMID: 28780137</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Aged ; Alkanesulfonic Acids - analysis ; Alkanesulfonic Acids - blood ; Analytical Chemistry ; Analytisk kemi ; Annan kemi ; Cities ; Cross-Sectional Studies ; Drinking water ; Drinking Water - analysis ; Female ; Fluorocarbons - analysis ; Fluorocarbons - blood ; Humans ; Longitudinal Studies ; Longitudinal trend ; Male ; Other Chemistry Topics ; Perfluoroalkyl substances ; Perfluorohexane sulfonic acid ; PIVUS cohort ; Residence Characteristics ; Sulfonic Acids - analysis ; Sulfonic Acids - blood ; Sweden ; Water Pollutants, Chemical - analysis ; Water Pollutants, Chemical - blood</subject><ispartof>Environmental research, 2017-11, Vol.159, p.95-102</ispartof><rights>2017 Elsevier Inc.</rights><rights>Copyright © 2017 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-7f105f21ace75f1c7d19c3a7f77e533d9b940df0f7fa7f6f86aafe1543a2fb263</citedby><cites>FETCH-LOGICAL-c474t-7f105f21ace75f1c7d19c3a7f77e533d9b940df0f7fa7f6f86aafe1543a2fb263</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28780137$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-61461$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-336130$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttps://res.slu.se/id/publ/87071$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Stubleski, Jordan</creatorcontrib><creatorcontrib>Salihovic, Samira</creatorcontrib><creatorcontrib>Lind, P. Monica</creatorcontrib><creatorcontrib>Lind, Lars</creatorcontrib><creatorcontrib>Dunder, Linda</creatorcontrib><creatorcontrib>McCleaf, Philip</creatorcontrib><creatorcontrib>Eurén, Karin</creatorcontrib><creatorcontrib>Ahrens, Lutz</creatorcontrib><creatorcontrib>Svartengren, Magnus</creatorcontrib><creatorcontrib>van Bavel, Bert</creatorcontrib><creatorcontrib>Kärrman, Anna</creatorcontrib><creatorcontrib>Sveriges lantbruksuniversitet</creatorcontrib><title>The effect of drinking water contaminated with perfluoroalkyl substances on a 10-year longitudinal trend of plasma levels in an elderly Uppsala cohort</title><title>Environmental research</title><addtitle>Environ Res</addtitle><description>In 2012, drinking water contaminated with per- and polyfluoroalkyl substances (PFASs), foremost perfluorooctanesulfonic acid (PFOS) and perfluorohexanesulfonic acid (PFHxS) at levels over 20ng/L and 40ng/L, respectively, was confirmed in Uppsala, Sweden.
We assessed how a longitudinally sampled cohort's temporal trend in PFAS plasma concentration was influenced by their residential location and determined the plausible association or disparity between the PFASs detected in the drinking water and the trend in the study cohort.
The Prospective Investigation of the Vasculature in Uppsala Seniors (PIVUS) cohort provided plasma samples three times from 2001 to 2014. Individuals maintaining the same zip code throughout the study (n = 399) were divided into a reference (no known PFAS exposure), low, intermediate and high exposure area depending on the proportion of contaminated drinking water received. Eight PFASs detected in the majority (75%) of the cohort's plasma samples were evaluated for significant changes in temporal PFAS concentrations using a random effects (mixed) model.
PFHxS plasma concentrations continued to significantly increase in individuals living in areas receiving the largest percentage of contaminated drinking water (p < 0.0001), while PFOS showed an overall decrease. The temporal trend of other PFAS plasma concentrations did not show an association to the quality of drinking water received.
The distribution of contaminated drinking water had a direct effect on the trend in PFHxS plasma levels among the different exposure groups, resulting in increased concentrations over time, especially in the intermediate and high exposure areas. PFOS and the remaining PFASs did not show the same relationship, suggesting other sources of exposure influenced these PFAS plasma trends.
•A population based cohort was longitudinally sampled three times from 2001 to 2014.•PFAS plasma level trends and distribution of drinking water were evaluated.•Significantly higher PFHxS and PFOA plasma levels in high exposure residents.•Contaminated drinking water distribution influenced trends in PFHxS plasma levels.</description><subject>Aged</subject><subject>Alkanesulfonic Acids - analysis</subject><subject>Alkanesulfonic Acids - blood</subject><subject>Analytical Chemistry</subject><subject>Analytisk kemi</subject><subject>Annan kemi</subject><subject>Cities</subject><subject>Cross-Sectional Studies</subject><subject>Drinking water</subject><subject>Drinking Water - analysis</subject><subject>Female</subject><subject>Fluorocarbons - analysis</subject><subject>Fluorocarbons - blood</subject><subject>Humans</subject><subject>Longitudinal Studies</subject><subject>Longitudinal trend</subject><subject>Male</subject><subject>Other Chemistry Topics</subject><subject>Perfluoroalkyl substances</subject><subject>Perfluorohexane sulfonic acid</subject><subject>PIVUS cohort</subject><subject>Residence Characteristics</subject><subject>Sulfonic Acids - analysis</subject><subject>Sulfonic Acids - blood</subject><subject>Sweden</subject><subject>Water Pollutants, Chemical - analysis</subject><subject>Water Pollutants, Chemical - blood</subject><issn>0013-9351</issn><issn>1096-0953</issn><issn>1096-0953</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqNkdGK1DAUhoMo7uzqG4jkAeyYNG0zvRGWXV2FBW92vQ2nzclMZjNJSdoZ5kV8XlOqe6cIBw4n-f_zk3yEvONszRlvPu7X6I8R07pkXK5Zrpq9ICvO2qZgbS1ekhVjXBStqPkFuUxpn0deC_aaXJQbucl3ckV-PuyQojHYjzQYqqP1T9Zv6QlGjLQPfoSD9XnQ9GTHHR0wGjeFGMA9nR1NU5dG8D0mGjwFyllxRojUBb-146Sz1dExotfz9sFBOgB1eESXqM0GT9FpjO5MH4chgYMcuQtxfENeGXAJ3_7uV-Txy-eHm6_F_fe7bzfX90VfyWospOGsNiWHHmVteC81b3sB0kiJtRC67dqKacOMNPmwMZsGwCCvKwGl6cpGXJFi2ZtOOEydGqI9QDyrAFYlN3UQ56YSqo1kkmf9h7_qb-2PaxXiVk2TEqLhgv2fPMRJNbxq5u3VIu9jSCmieTZwpmboaq8W6GqGrliuek55v9hyxAH1s-kP5Sz4tAjyt-PRYn5UbzFT0zZm8EoH---EX8QnxRs</recordid><startdate>20171101</startdate><enddate>20171101</enddate><creator>Stubleski, Jordan</creator><creator>Salihovic, Samira</creator><creator>Lind, P. Monica</creator><creator>Lind, Lars</creator><creator>Dunder, Linda</creator><creator>McCleaf, Philip</creator><creator>Eurén, Karin</creator><creator>Ahrens, Lutz</creator><creator>Svartengren, Magnus</creator><creator>van Bavel, Bert</creator><creator>Kärrman, Anna</creator><general>Elsevier Inc</general><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>ADTPV</scope><scope>AOWAS</scope><scope>D91</scope><scope>DF2</scope></search><sort><creationdate>20171101</creationdate><title>The effect of drinking water contaminated with perfluoroalkyl substances on a 10-year longitudinal trend of plasma levels in an elderly Uppsala cohort</title><author>Stubleski, Jordan ; Salihovic, Samira ; Lind, P. Monica ; Lind, Lars ; Dunder, Linda ; McCleaf, Philip ; Eurén, Karin ; Ahrens, Lutz ; Svartengren, Magnus ; van Bavel, Bert ; Kärrman, Anna</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-7f105f21ace75f1c7d19c3a7f77e533d9b940df0f7fa7f6f86aafe1543a2fb263</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Aged</topic><topic>Alkanesulfonic Acids - analysis</topic><topic>Alkanesulfonic Acids - blood</topic><topic>Analytical Chemistry</topic><topic>Analytisk kemi</topic><topic>Annan kemi</topic><topic>Cities</topic><topic>Cross-Sectional Studies</topic><topic>Drinking water</topic><topic>Drinking Water - analysis</topic><topic>Female</topic><topic>Fluorocarbons - analysis</topic><topic>Fluorocarbons - blood</topic><topic>Humans</topic><topic>Longitudinal Studies</topic><topic>Longitudinal trend</topic><topic>Male</topic><topic>Other Chemistry Topics</topic><topic>Perfluoroalkyl substances</topic><topic>Perfluorohexane sulfonic acid</topic><topic>PIVUS cohort</topic><topic>Residence Characteristics</topic><topic>Sulfonic Acids - analysis</topic><topic>Sulfonic Acids - blood</topic><topic>Sweden</topic><topic>Water Pollutants, Chemical - analysis</topic><topic>Water Pollutants, Chemical - blood</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Stubleski, Jordan</creatorcontrib><creatorcontrib>Salihovic, Samira</creatorcontrib><creatorcontrib>Lind, P. Monica</creatorcontrib><creatorcontrib>Lind, Lars</creatorcontrib><creatorcontrib>Dunder, Linda</creatorcontrib><creatorcontrib>McCleaf, Philip</creatorcontrib><creatorcontrib>Eurén, Karin</creatorcontrib><creatorcontrib>Ahrens, Lutz</creatorcontrib><creatorcontrib>Svartengren, Magnus</creatorcontrib><creatorcontrib>van Bavel, Bert</creatorcontrib><creatorcontrib>Kärrman, Anna</creatorcontrib><creatorcontrib>Sveriges lantbruksuniversitet</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Örebro universitet</collection><collection>SWEPUB Uppsala universitet</collection><jtitle>Environmental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Stubleski, Jordan</au><au>Salihovic, Samira</au><au>Lind, P. Monica</au><au>Lind, Lars</au><au>Dunder, Linda</au><au>McCleaf, Philip</au><au>Eurén, Karin</au><au>Ahrens, Lutz</au><au>Svartengren, Magnus</au><au>van Bavel, Bert</au><au>Kärrman, Anna</au><aucorp>Sveriges lantbruksuniversitet</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The effect of drinking water contaminated with perfluoroalkyl substances on a 10-year longitudinal trend of plasma levels in an elderly Uppsala cohort</atitle><jtitle>Environmental research</jtitle><addtitle>Environ Res</addtitle><date>2017-11-01</date><risdate>2017</risdate><volume>159</volume><spage>95</spage><epage>102</epage><pages>95-102</pages><issn>0013-9351</issn><issn>1096-0953</issn><eissn>1096-0953</eissn><abstract>In 2012, drinking water contaminated with per- and polyfluoroalkyl substances (PFASs), foremost perfluorooctanesulfonic acid (PFOS) and perfluorohexanesulfonic acid (PFHxS) at levels over 20ng/L and 40ng/L, respectively, was confirmed in Uppsala, Sweden.
We assessed how a longitudinally sampled cohort's temporal trend in PFAS plasma concentration was influenced by their residential location and determined the plausible association or disparity between the PFASs detected in the drinking water and the trend in the study cohort.
The Prospective Investigation of the Vasculature in Uppsala Seniors (PIVUS) cohort provided plasma samples three times from 2001 to 2014. Individuals maintaining the same zip code throughout the study (n = 399) were divided into a reference (no known PFAS exposure), low, intermediate and high exposure area depending on the proportion of contaminated drinking water received. Eight PFASs detected in the majority (75%) of the cohort's plasma samples were evaluated for significant changes in temporal PFAS concentrations using a random effects (mixed) model.
PFHxS plasma concentrations continued to significantly increase in individuals living in areas receiving the largest percentage of contaminated drinking water (p < 0.0001), while PFOS showed an overall decrease. The temporal trend of other PFAS plasma concentrations did not show an association to the quality of drinking water received.
The distribution of contaminated drinking water had a direct effect on the trend in PFHxS plasma levels among the different exposure groups, resulting in increased concentrations over time, especially in the intermediate and high exposure areas. PFOS and the remaining PFASs did not show the same relationship, suggesting other sources of exposure influenced these PFAS plasma trends.
•A population based cohort was longitudinally sampled three times from 2001 to 2014.•PFAS plasma level trends and distribution of drinking water were evaluated.•Significantly higher PFHxS and PFOA plasma levels in high exposure residents.•Contaminated drinking water distribution influenced trends in PFHxS plasma levels.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>28780137</pmid><doi>10.1016/j.envres.2017.07.050</doi><tpages>8</tpages></addata></record> |
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subjects | Aged Alkanesulfonic Acids - analysis Alkanesulfonic Acids - blood Analytical Chemistry Analytisk kemi Annan kemi Cities Cross-Sectional Studies Drinking water Drinking Water - analysis Female Fluorocarbons - analysis Fluorocarbons - blood Humans Longitudinal Studies Longitudinal trend Male Other Chemistry Topics Perfluoroalkyl substances Perfluorohexane sulfonic acid PIVUS cohort Residence Characteristics Sulfonic Acids - analysis Sulfonic Acids - blood Sweden Water Pollutants, Chemical - analysis Water Pollutants, Chemical - blood |
title | The effect of drinking water contaminated with perfluoroalkyl substances on a 10-year longitudinal trend of plasma levels in an elderly Uppsala cohort |
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