Evidence map›Paper›PMID 39424468›Full record

ArticleThe Science of the total environment2024

The potential mediating role of the gut microbiome and metabolites in the association between PFAS and kidney function in young adults: A proof-of-concept study.

Hailey E Hampson, Shiwen Li, Douglas I Walker, Hongxu Wang, Qiran Jia, Sarah Rock, Elizabeth Costello, Petter Bjornstad, Laura Pyle, Jonathan Nelson and 7 more

Abstract read
In one paragraph

Article in The Science of the total environment, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Review
  6. Longitudinal and cross-sectional analysis of perfluoroalkyl substances and kidney function.Journal of exposure science & environmental epidemiology · 2025
    Article
  7. Synergistic toxicity in alcohol-associated liver disease and PFAS exposure.Toxicological sciences : an official journal of the Society of Toxicology · 2025
    Review
  8. Review
  9. Article
  10. Article
  11. Review
  12. 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

17 authors.

Hailey E HampsonDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Shiwen LiDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Douglas I WalkerGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Hongxu WangDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Qiran JiaDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Sarah RockDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Elizabeth CostelloDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Petter BjornstadUW Medicine Diabetes Institute, University of Washington School of Medicine, Seattle, WA, USA; Section of Endocrinology, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA; Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA.
Laura PyleSection of Endocrinology, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA; Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO, USA.
Jonathan NelsonDepartment of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Frank D GillilandDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Zhanghua ChenDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Max AungDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Leda ChatziDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
David V ContiDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Tanya L AldereteDepartment of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Jesse A GoodrichDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA. Electronic address: jagoodri@usc.edu.

Funding

Translational Research Support CoreP30ES007048 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ROB S MCCONNELL · 1996 to 2026
$46.4M
Urban Air Pollution and Children's Respiratory HealthP01ES011627 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MCCONNELL, ROB S · 2002 to 2011
$30.2M
Training Grant in Genomic Analysis and InterpretationT32ES013678 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GAUDERMAN, WILLIAM JAMES, MCCONNELL, ROB S · 2006 to 2023
$5.6M
Southern California Children's Environmental Health Center (SC-CEHC)P01ES022845 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI HRICKO, ANDREA M · 2013 to 2018
$4.0M
Environmental Chemical Exposures and Longitudinal Changes of Glucose Metabolism, Insulin Sensitivity and B Cell Function in YouthR01ES029944 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHATZI, VAIA LIDA · 2019 to 2023
$3.1M
Perfluoroalkyl Substances and the Gut Microbiome and Fecal Metabolome: Implications for Obesity Risk in Hispanic ChildrenR01ES035035 · NIEHS · UNIVERSITY OF COLORADO · PI Tanya Lynn Alderete · 2023 to 2026
$2.6M
Longitudinal integration of environmental exposures, omics, and childhood NAFLD (LEON) StudyU01HG013288 · NHGRI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI AUNG, TUN (MAX) M, CHATZI, VAIA LIDA · 2023 to 2025
$2.4M
PFAS Exposure and Diabetic Kidney Disease in Youth with Type 2 Diabetes: A Multi-Omic Approach for Prevention and TreatmentR01DK140831 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Jesse Allen Goodrich · 2024 to 2026
$2.1M
PFAS and Diabetic Kidney Disease in Young Onset Type 2 Diabetes: Emerging Risk Factors and Underlying MechanismsK01ES036193 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Jesse Allen Goodrich · 2024 to 2026
$488k
NHGRI NIH HHS U01 HG013288NIDDK NIH HHS R01 DK140831NIEHS NIH HHS K01 ES036193NIEHS NIH HHS P01 ES011627NIEHS NIH HHS P01 ES022845NIEHS NIH HHS P30 ES007048NIEHS NIH HHS R01 ES029944NIEHS NIH HHS R01 ES035035NIEHS NIH HHS T32 ES013678
6 · The paper itself

Abstract

backgroundChronic kidney disease (CKD) affects over 10 % of the global population and can lead to kidney failure and death. Exposure to per- and polyfluoroalkyl substances (PFAS) is associated with increased risk of CKD, yet studies examining the mechanisms linking PFAS and kidney function are lacking. In this exploratory study, we examined longitudinal associations of PFAS exposure with kidney function, and tested if associations were mediated by altered gut bacterial taxa or plasma metabolites using a multi-omics mediation analysis.

methodsSeventy-eight young adults from the Children's Health Study were included in this longitudinal cohort study. At baseline, seven plasma PFAS and untargeted plasma metabolomics were measured using liquid chromatography/mass-spectrometry. Baseline gut bacterial abundance was characterized using 16S rRNA sequencing and examined at the genus level. At follow-up, serum creatinine and cystatin-C concentrations were quantified to estimate glomerular filtration rate (eGFR). High-dimensional multi-omics analyses were conducted to assess the association between baseline PFAS exposure with follow-up eGFR, mediated by gut microbiome and circulating metabolite levels.

resultsPFAS burden score, a variable developed to estimate exposure to chemical mixtures, was associated with kidney function. Each standard deviation increase in baseline PFAS burden score was associated with a 2.4 % lower eGFR at follow-up (95 % CI:[0.1 %,4.8 %]). Following high-dimensional mediation analyses with the microbiome and circulating metabolites, a joint component (characterized by reduced Lachnospiraceae and 17b-estradiol and increased succinate, retinoate and dodecanoic acid) and a metabolite component (characterized by increased hypotaurine and decreased D-pinitol and ureidopropionate) mediated 38 % and 50 % of the effect between PFAS burden score and eGFR, respectively.

conclusionOur proof-of-concept analysis provides the first evidence that reduced short-chain fatty acid-producing bacteria and anti-inflammatory metabolites may link PFAS exposure with impaired kidney function. This study raises the possibility of future targeted interventions that can alter gut microbiome or circulating metabolite profiles to prevent PFAS induced kidney damage.

Indexed as

FluorocarbonsGastrointestinal MicrobiomeGlomerular Filtration RateAdolescentEnvironmental ExposureEnvironmental PollutantsFemaleHumansKidneyLongitudinal StudiesMaleProof of Concept StudyRenal Insufficiency, ChronicYoung AdultEnvironmental PollutantsFluorocarbonsGut microbiomeKidney damageMediation analysisMetabolismPFAS exposure

Identifiers

PMID39424468
PMCPMC11731310

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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.