Evidence map›Paper›PMID 40710986›Full record

ArticleToxics2025

Application of a Dynamic Exposure Population Toxicokinetic Model for Perfluorooctane Sulfonic Acid (PFOS) and Extension to Perfluorodecanoic Acid (PFDA) at a North American Beef Cattle Farm with a History of Biosolids Land Application.

Barbara A Astmann, Antti T Mikkonen, Thomas L Simones, Meghan Flanagan, Duncan Pfaehler, Ivan Lenov, Andrew E Smith

Abstract read
In one paragraph

Article in Toxics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Barbara A AstmannMaine Center for Disease Control and Prevention, Augusta, ME 04333, USA.ORCID 0000-0002-5683-2215
Antti T MikkonenEnvironment Protection Authority (EPA) Victoria, Centre for Applied Sciences, Macleod, VIC 3085, Australia.ORCID 0000-0002-9941-0987
Thomas L SimonesMaine Center for Disease Control and Prevention, Augusta, ME 04333, USA.ORCID 0009-0001-4400-4746
Meghan FlanaganDepartment of Agriculture, Conservation and Forestry, Augusta, ME 04333, USA.
Duncan PfaehlerDepartment of Agriculture, Conservation and Forestry, Augusta, ME 04333, USA.ORCID 0009-0002-6745-1343
Ivan LenovU.S. Department of Agriculture Food Safety and Inspection Service, Saint Louis, MO 63120, USA.ORCID 0000-0003-0752-4926
Andrew E SmithMaine Center for Disease Control and Prevention, Augusta, ME 04333, USA.

Funding

OSELS CDC HHS U36 OE000003United States Center for Disease Control and Prevention Public Health Infrastructure, Workforce and Data Systems Grant Award # NE11OE000003, and the Cooperative Agreement for Emergency Response: Public Health Crisis Response-2018, COVID Public Health Workforce Supplemental, Award # NU90TP922141.
6 · The paper itself

Abstract

Historical application of wastewater treatment sludge (biosolids) has introduced per- and polyfluoroalkyl substances (PFAS) into agricultural systems and led to contamination of crops and livestock. Previous work validated a dynamic exposure and population toxicokinetic (DE_PopTK) modeling approach for estimating perfluorooctane sulfonic acid (PFOS) and perfluorohexane sulfonic acid (PFHxS) concentrations in cattle tissues at sites primarily dominated by water contamination. This work expands the efforts to validate the DE_PopTK model at a self-contained beef farm in Maine with PFAS exposures from feed grown on site where soil is contaminated from historical biosolids applications. The model is also extended to estimate perfluorodecanoic acid (PFDA) exposure and tissue levels. Farm-specific data were obtained to consider farm management practices, spatial variation of PFAS in soil, animal growth, and seasonal and annual variability in estimating daily exposures based on water, feed, and soil intake. A dynamic exposure pattern was observed as cattle accumulated PFAS while consuming feed grown on contaminated land and eliminated it while grazing on non-contaminated pastures. Model-estimated PFOS and PFDA levels in serum and muscle were in good agreement with biomonitoring data collected at the farm over a four-year period to reflect periods of accumulation and depuration, with the percentage error ranging from 16% to 73% when comparing modeled and measured data. Our findings demonstrated that understanding farm exposures and collecting site-specific data were integral to model performance. The model was applied to simulate management strategies and complement economic analyses to demonstrate that, with modifications to management practices, it is feasible for the farm to achieve lower PFOS and PFDA levels in beef and maintain economic viability despite elevated PFAS soil levels.

Indexed as

biosolidsbody burdencattledynamic exposurefood safetyperfluorodecanoic acid (PFDA)perfluorooctane sulfonic acid (PFOS)risk managementtoxicokinetics

Identifiers

PMID40710986
PMCPMC12300002

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.