Evidence map›Paper›PMID 41705714›Full record

ArticleEnvironmental science & technology2026

Quantifying PFAS-Omics Burden Scores for Nontargeted Analysis Using Multidimensional Item Response Theory: An Exploratory Analysis of Novel and Legacy PFAS in Cord Blood.

Shelley H Liu, Yitong Chen, Leah Feuerstahler, Jeremy P Koelmel, Krystal J Godri Pollitt, Yingying Xu, Bruce Lanphear, Kimberly Yolton, Aimin Chen, Kurt D Pennell and 2 more

Abstract read
In one paragraph

Article in Environmental science & technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Shelley H LiuDepartment of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States.ORCID 0000-0003-2171-059X
Yitong ChenDepartment of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York 10029, United States.
Leah FeuerstahlerDepartment of Psychology, Fordham University, Bronx, New York 10458, United States.
Jeremy P KoelmelDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut 06520, United States.ORCID 0000-0001-9985-8901
Krystal J Godri PollittDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut 06520, United States.ORCID 0000-0001-7332-2228
Yingying XuDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio 45229, United States.
Bruce LanphearDepartment of Health Sciences, Simon Frasier University, Burnaby, BC 8888, Canada.
Kimberly YoltonDepartment of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio 45229, United States.
Aimin ChenDepartment of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States.
Kurt D PennellSchool of Engineering, Brown University, Providence, Rhode Island 02912, United States.ORCID 0000-0002-5788-6397
Joseph M BraunDepartment of Epidemiology, Brown University, Providence, Rhode Island 02912, United States.ORCID 0000-0002-5239-3235
Katherine E ManzSchool of Engineering, Brown University, Providence, Rhode Island 02912, United States.ORCID 0000-0002-8225-9168

Funding

Study of Prevalent Neurotoxicants in ChildrenP01ES011261 · NIEHS · CINCINNATI CHILDRENS HOSP MED CTR · PI LANPHEAR, BRUCE P · 2001 to 2006
$6.4M
Longitudinal study of exposure to PBDEs and PFCs and child neurobehaviorR01ES020349 · NIEHS · UNIVERSITY OF CINCINNATI · PI CHEN, AIMIN, LANPHEAR, BRUCE P · 2011 to 2015
$2.9M
The PFAS exposure burden calculator: A novel tool for cross-study harmonization, biomonitoring and report-backR01ES035804 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Shelley Han Liu · 2025 to 2026
$762k
Improving precision in modeling childhood executive function trajectories using psychometricsK25HD104918 · NICHD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI LIU, SHELLEY HAN · 2021 to 2025
$651k
Assessment of Early Life PFAS Exposure in Perinatal Biospecimens, Infant Formula, and Breastmilk.K01ES035398 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MANZ, KATHERINE ELIZABETH · 2023 to 2025
$552k
A Residential Dust Control Intervention to Reduce Early Childhood Exposure toChemical MixturesR21ES034187 · NIEHS · BROWN UNIVERSITY · PI BRAUN, JOSEPH M · 2022 to 2023
$469k
NICHD NIH HHS K25 HD104918NIEHS NIH HHS K01 ES035398NIEHS NIH HHS P01 ES011261NIEHS NIH HHS R01 ES020349NIEHS NIH HHS R01 ES035804NIEHS NIH HHS R21 ES034187
6 · The paper itself

Abstract

Fetal development is a vulnerable period for exposure to per- and polyfluoroalkyl substances (PFAS). However, certified analytical standards do not exist for many PFAS, limiting our ability to quantify overall exposure burden to PFAS as a chemical class. PFAS-focused nontargeted analysis (NTA) enables detection of PFAS for which chemical standards may not exist. The overall objectives of this study were to provide a more comprehensive picture of PFAS exposure in cord blood, develop cumulative exposure burden scores for the PFAS detected, and evaluate differences in the infant's PFAS burden score with respect to mother's parity. We measured PFAS using targeted and NTA methods in cord blood samples collected between 2003 and 2006 in the HOME Study (Cincinnati, Ohio). Using NTA, we putatively identified 42 PFAS in cord blood, 4 of which were also detected in targeted analysis. We summarized an infant's overall prenatal exposure burden to PFAS using item response theory methods. We constructed two scores, one based on PFAS concentrations from targeted analysis ("PFAS exposure burden scores"), and one based on relative abundance from NTA ("PFAS-omics scores"). As expected, infants with multiparous mothers had significantly lower PFAS exposure burden scores than those with nulliparous mothers, but these disparities were not present when comparing their PFAS-omics scores. Our results show that infants are exposed to a wide range of PFAS, including perfluorinated chemicals, polyfluorinated chemicals, and fluorotelomers, before birth. Further, PFAS-focused NTA can help estimate total exposure to PFAS. Lastly, reported disparities in PFAS exposure burden across parity may depend on the panel of assessed PFAS and their half-lives.

Indexed as

Fetal BloodFluorocarbonsEnvironmental PollutantsFemaleHumansMaternal ExposurePregnancyEnvironmental PollutantsFluorocarbonscord bloodexposomeexposure burden scoresitem response theorynontargeted analysis (NTA)per- and polyfluoroalkyl substances (PFAS)

Identifiers

PMID41705714
PMCPMC13045749

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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.