Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2021 Jan:146:106308.
doi: 10.1016/j.envint.2020.106308. Epub 2020 Dec 11.

Human exposure pathways to poly- and perfluoroalkyl substances (PFAS) from indoor media: A systematic review protocol

Affiliations

Human exposure pathways to poly- and perfluoroalkyl substances (PFAS) from indoor media: A systematic review protocol

Nicole M DeLuca et al. Environ Int. 2021 Jan.

Abstract

Background: Human exposure to per- and polyfluoroalkyl substances (PFAS) has been primarily attributed to contaminated food and drinking water. However, additional PFAS exposure pathways have been raised by a limited number of studies reporting correlations between commercial and industrial products and PFAS levels in human media and biomonitoring. Systematic review (SR) methodologies have been widely used to evaluate similar questions using an unbiased approach in the fields of clinical medicine, epidemiology, and toxicology, but the deployment in exposure science is ongoing. Here we present a systematic review protocol that adapts existing systematic review methodologies and study evaluation tools to exposure science studies in order to investigate evidence for important PFAS exposure pathways from indoor media including consumer products, household articles, cleaning products, personal care products, plus indoor air and dust.

Objectives: We will systematically review exposure science studies that present both PFAS concentrations from indoor exposure media and PFAS concentrations in blood serum or plasma. Exposure estimates will be synthesized from the evidence to answer the question, "For the general population, what effect does exposure from PFAS chemicals via indoor media have on blood, serum or plasma concentrations of PFAS?" We adapt existing systematic review methodologies and study evaluation tools from the U.S. EPA's Systematic Review Protocol for the PFBA, PFHxA, PFHxS, PFNA, and PFDA IRIS Assessments and the Navigation Guide for exposure science studies, as well as present innovative developments of exposure pathway-specific search strings for use in artificial intelligence screening software.

Data sources: We will search electronic databases for potentially relevant literature, including Web of Science, PubMed, and ProQuest. Literature search results will be stored in EPA's Health and Environmental Research Online (HERO) database.

Study eligibility and criteria: Included studies will present exposure measures from indoor media including consumer products, household articles, cleaning products, personal care products, plus indoor air and dust, paired with PFAS concentrations in blood, serum or plasma from adults and/or children in the general population. We focus on a subset of PFAS chemicals including perfluorooctanoic acid (PFOA), perfluorooctanesulfonate (PFOS), perfluorobutanoic acid (PFBA), perfluorobutane sulfonate (PFBS), perfluorodecanoic acid (PFDA), perfluorohexanoic acid (PFHxA), perfluorohexanesulfonate (PFHxS), and perfluorononanoic acid (PFNA).

Study appraisal and synthesis methods: Studies will be prefiltered at the title and abstract level using computationally intelligent search strings to expedite the screening process for reviewers. Two independent reviewers will screen the prefiltered studies against inclusion criteria at the title/abstract level and then full-text level, after which the reviewers will assess the studies' risk of bias using an approach modified from established systematic review tools for exposure studies. Exposure estimates will be calculated to investigate the proportion of blood, serum or plasma) PFAS concentrations that can be explained by exposure to PFAS in indoor media.

Keywords: Exposure pathways; Human exposure; Indoor; PFAS; Systematic review.

PubMed Disclaimer

Figures

Figure 1.
Figure 1.
Workflow of systematic review protocol adapted from the EPA ORD Staff Handbook for Developing IRIS Assessments (U.S. EPA, 2020). Scoping, Problem Formulation, and Literature Steps (green bracket and arrows) are an iterative process throughout the beginning of protocol development. Steps under red bracket are described throughout the protocol.
Figure 2.
Figure 2.
Scoping literature search results for PFAS exposure through A) major pathway categories and B) sub-categories for environmental media pathways. References were tagged in SWIFT-Review literature prioritization software using search strings found in Appendix B. Numbers indicate the percentage of references tagged in each category or subcategory. References may overlap into multiple categories.

References

    1. Bannach-Brown A, Przybyła P, Thomas J, Rice AS, Ananiadou S, Liao J, & Macleod MR (2018). The use of text-mining and machine learning algorithms in systematic reviews: reducing workload in preclinical biomedical sciences and reducing human screening error. BioRxiv, 255760. - PMC - PubMed
    1. Bassler J, Ducatman A, Elliott M, Wen S, Wahlang B, Barnett J, & Cave MC (2019). Environmental perfluoroalkyl acid exposures are associated with liver disease characterized by apoptosis and altered serum adipocytokines. Environmental pollution, 247, 1055–1063. - PMC - PubMed
    1. Bero L, Chartres N, Diong J, Fabbri A, Ghersi D, Lam J, … & Turton JL (2018). The risk of bias in observational studies of exposures (ROBINS-E) tool: concerns arising from application to observational studies of exposures. Systematic reviews, 7(1), 242. - PMC - PubMed
    1. Boronow KE, Brody JG, Schaider LA, Peaslee GF, Havas L, & Cohn BA (2019). Serum concentrations of PFASs and exposure-related behaviors in African American and non-Hispanic white women. Journal of exposure science & environmental epidemiology, 29(2), 206. - PMC - PubMed
    1. Centers for Disease Control and Prevention (2019). Fourth National Report on Human Exposure to Environmental Chemicals, Updated Tables, January 2019.

Publication types