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3858533 
Journal Article 
Perfluoroalkyl substances in older male anglers in Wisconsin 
Christensen, KY; Raymond, M; Thompson, BA; Anderson, HA 
2016 
Environment International
ISSN: 0160-4120
EISSN: 1873-6750 
91 
312-318 
English 
BACKGROUND: Perfluoroalkyl substances (PFAS) are an emerging class of contaminants. Certain PFAS are regulated or voluntarily limited due to concern about environmental persistence and adverse health effects, including thyroid disease and to dyslipidemia. The major source of PFAS exposure in the general population is seafood.

OBJECTIVES: In this analysis we examine PFAS levels and their determinants, as well as associations between PFAS levels and self-reported health outcomes, in a group of older male anglers in Wisconsin with high fish consumption.

METHODS: A biomonitoring study of male anglers aged 50 and older living in Wisconsin collected detailed information on fish consumption, demographics and self-reported health outcomes, along with hair and blood samples for biomarker analysis. Sixteen different PFAS were extracted from serum samples. Regression models were used to identify factors (demographic characteristics and fish consumption habits) associated with PFAS biomarker levels in blood, as well as associations between PFAS and self-reported health outcomes, adjusting for potential confounders.

RESULTS: Seven PFAS were detected in at least 30% of participants and were used in subsequent analyses (PFDA, PFHpS, PFHxS, PFNA, PFOA, PFOS, PFuDA). The PFAS with the highest levels were PFOS, followed by PFOA, PFHxS and PFNA (medians of 19.0, 2.5, 1.8 and 1.4ng/mL). In general, increasing age was associated with higher PFAS levels, while increasing BMI were associated with lower PFAS levels. Greater alcohol consumption was associated with higher levels of PFHpS, PFHxS and PFOA. Associations with smoking and employment did not show a consistent pattern. Associations between fish consumption and PFAS were generally weak, with the exception of notably higher PFDA and PFHpS with both other locally-caught fish, and restaurant-purchased fish. Regarding associations with health outcomes, PFuDA, PFNA and PFDA were all associated with increased risk of pre-diabetes and/or diabetes. PFHpS was associated with a significantly increased risk of high cholesterol; PFDA and PFuDA also showed notable, though non-significant associations. All PFAS evaluated were associated with lower risk of hypertension although the only significant odds ratio was that for PFNA. There were no associations between any of the PFAS examined and either coronary heart disease, or the grouped outcome of any cardiovascular condition.

CONCLUSIONS: PFAS are emerging contaminants with widespread exposure, persistence, and potential for adverse health effects. In this study population, demographic patterns may reflect differences in exposure sources, or possibly differences in adsorption and metabolism. PFAS were associated mainly with endocrine related outcomes, with a general trend towards increased risk of glucose intolerance and high cholesterol. Continued research on the risks and benefits of fish consumption is important due to potential exposure to PFAS and noted associations with highly prevalent adverse health outcomes. 
PFAS; Contaminant; Angler; Environmental exposure 
PFAS
• Additional PFAS (formerly XAgency)
     Literature Search November 2019
          Other Sources
               Reference list review of included studies
               TEDX
     Screened Studies
          Included
               Include (TIAB)
          Excluded
               Exclude (Full Text)
• Expanded PFAS SEM (formerly PFAS 430)
     Litsearch: September 2019
          Other Sources
               PFAS TOX Database
     Screened Studies
          Excluded
               Exclude (TIAB)
• ^Per- and Polyfluoroalkyl Substances (PFAS)
     PFOA (335-67-1) and PFOS (1763-23-1)
          Literature Search – Adverse outcome pathway (2015-present)
               Pubmed
               WOS
     PFDA (335-76-2)
          Literature Search
               Pubmed
               WOS
     PFNA (375-95-1)
          Literature Search
               Pubmed
               WOS
     PFHpS (375-92-8)
          Literature Search
               Pubmed
               WOS
     PFHxS (355-46-4)
          Literature search
               Pubmed
               WOS
• PFAS 150
     Literature Search Update December 2020
          PubMed
          WOS
     Literature Search August 2019
          PubMed
          Web of Science
          Other sources
               PFAS TOX Database
     Screened Studies
          Included
               Include (TIAB)
               Include (Full Text)
     Perfluorodecanoic acid
     Perfluoroheptanesulfonic acid
     Perfluorohexanesulfonic acid
     Perfluorononanoic acid
     Perfluorooctanesulfonic acid
     Perfluorooctanoic acid
     Perfluoroundecanoic acid
• PFDA
     Literature Search
          Pubmed
          WOS
     Scopus: April 2021
     Screening Results
          Human/Epi studies
               Other
          Susceptible populations
     Title and Abstract Screening
          Full Text Screening
               Studies Meeting PECO
                    Human health effect studies
     June 2022 Pelch Database
     Literature Searches (through April 2023 update and post-public comment/peer review)a    
          Other
               Published PFAS SEMs
          Title & Abstract Screening
               Tagged as Supplemental
                    Full Text Screening
                         Studies Meeting PECO
                              Human health effects studies
• PFHpS
     Literature Search
          Pubmed
          WOS
     Screening Results
          Susceptible populations
• PFHxS
     Database searches
          Pubmed
          Toxline
          WOS
          Scopus
          Pelch PFAS SEM
     Inclusion
          TiAb
          Full Text
               Human Study
• PFNA
     Literature Search (August 2017)
          Pubmed
     PFNA Literature Search pre-2019
          Pubmed
          WOS
     Literature Search
          Pubmed
          WOS
     Screening Results
          Human/Epi studies
               Other
     PFNA HAWC Readout
          Human
     Title and Abstract Screening
          Full Text Screening
               Studies Meeting PECO
                    Human health effects studies
     June 2022 Pelch Database
• PFOA (335-67-1) and PFOS (1763-23-1)
     Literature Search – Adverse outcome pathway (2015-present)
          Pubmed
          WOS
     Screening Results
          Human/Epi studies
               Liver tox
               Other
          Susceptible populations
     Literature Search Update (2013-2019)
          PubMed
          WOS
• PFOA and PFOS OW MCLG Approaches
     Cited in White Papers