Evidence map›Paper›PMID 39828196›Full record

ArticleEnvironmental research2025

Exposome-wide association study of thyroid function using U.S. National Health and Nutrition Examination Survey data.

Jiyun Lee, Hyuna Jang, Elizabeth N Pearce, Hyeong-Moo Shin

Abstract read
In one paragraph

Article in Environmental research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Pesticide threshold weighing indicator: application in the State of Paraná, Brazil.Revista brasileira de epidemiologia = Brazilian journal of epidemiology · 2025
    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

4 authors.

Jiyun LeeDepartment of Environmental Science, Baylor University, Waco, TX, USA. Electronic address: Jiyun_Lee@baylor.edu.
Hyuna JangDepartment of Environmental Science, Baylor University, Waco, TX, USA.
Elizabeth N PearceSection of Endocrinology, Diabetes, and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Hyeong-Moo ShinDepartment of Environmental Science, Baylor University, Waco, TX, USA.

Funding

Prenatal Exposure to NIS inhibitors, Iodine Deficiency, and Thyroid DysfunctionR21ES033389 · NIEHS · BAYLOR UNIVERSITY · PI SHIN, HYEONG-MOO · 2022 to 2023
$428k
NIEHS NIH HHS R21 ES033389
6 · The paper itself

Abstract

Previous epidemiologic studies examining thyroid function and chemical exposures have typically focused on a single or a limited number of chemical classes, often neglecting the effects of chemical mixtures. This study addressed this gap by exploring the associations between exposure to hundreds of chemicals and thyroid function using an exposome-wide association study (ExWAS) approach and National Health and Nutrition Examination Survey (NHANES) data. We analyzed data from three NHANES cycles (2007-2008, 2009-2010, and 2011-2012), which include measures of thyroid function (free and total triiodothyronine [T3], free and total thyroxine [T4], thyroid-stimulating hormone [TSH]) and chemical biomarker concentrations from 9,082 participants. For adolescents (aged 12-19 years) and adults (aged ≥20 years), we employed multiple regression by accounting for survey weights to identify biomarkers associated with thyroid function test levels and used Bayesian group weighted quantile sum (BGWQS) regression to assess the effects of chemical mixtures on these measurements. After adjusting for multiple comparisons, we found in single exposure scenarios that 44 and 67 biomarkers were associated with at least one thyroid function measure in adolescents and adults, respectively (adjusted p-value <0.05). In scenarios involving mixed chemical exposures, groups such as pesticides, sodium/iodide symporter (NIS) inhibitors, and metals were associated with alterations in thyroid hormones or TSH across both age groups. Volatile organic compounds were specifically linked to lower T4 levels in adolescents, whereas phenols and parabens were associated with lower TSH levels exclusively in adults. Although limited by the cross-sectional data, this study identified chemical biomarkers linked to thyroid function.

Indexed as

Environmental ExposureEnvironmental PollutantsExposomeThyroid GlandAdolescentAdultBiomarkersChildFemaleHumansMaleMiddle AgedNutrition SurveysThyroid Function TestsThyrotropinUnited StatesBiomarkersEnvironmental PollutantsThyrotropinAdolescentsAdultsEnvironmental chemicalsExWASNHANESThyroid function

Identifiers

PMID39828196
PMCPMC12317757

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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.