Evidence map›Paper›PMID 42255321›Full record

ArticleGeoHealth2026

Nuclear Magnetic Resonance-Based Urinary Metabolic Profiling for Assessing Heat Stress-Related Incident Kidney Injury in Health-Care Workers.

Cheng-Yu Ting, Chi-Tsung Chen, Tzu-Hsin Yen, Jason Kai Wei Lee, Sheng-Han Lee, Shang-Jen Chang, Tzu-Han Hung, Hao-Jan Liang, Hsiao-Yu Yang, Ching-Yu Lin

Abstract read
In one paragraph

Article in GeoHealth, 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
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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

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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

10 authors.

Cheng-Yu TingCollege of Public Health Institute of Environmental and Occupational Health Sciences National Taiwan University Taipei Taiwan.ORCID https://orcid.org/0000-0001-9866-8970
Chi-Tsung ChenCollege of Public Health Institute of Environmental and Occupational Health Sciences National Taiwan University Taipei Taiwan.
Tzu-Hsin YenCollege of Public Health Institute of Environmental and Occupational Health Sciences National Taiwan University Taipei Taiwan.
Jason Kai Wei LeeHeat Resilience and Performance Centre Yong Loo Lin School of Medicine National University of Singapore Singapore Singapore.ORCID https://orcid.org/0000-0003-4042-795X
Sheng-Han LeeSchool of Medicine College of Medicine National Sun Yat-Sen University Kaohsiung Taiwan.
Shang-Jen ChangDepartment of Urology National Taiwan University Hospital Taipei Taiwan.
Tzu-Han HungCollege of Public Health Institute of Environmental and Occupational Health Sciences National Taiwan University Taipei Taiwan.
Hao-Jan LiangCollege of Public Health Institute of Environmental and Occupational Health Sciences National Taiwan University Taipei Taiwan.
Hsiao-Yu YangCollege of Public Health Institute of Environmental and Occupational Health Sciences National Taiwan University Taipei Taiwan.ORCID https://orcid.org/0000-0001-5298-2462
Ching-Yu LinCollege of Public Health Institute of Environmental and Occupational Health Sciences National Taiwan University Taipei Taiwan.ORCID https://orcid.org/0000-0002-7144-0383

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

During the COVID-19 pandemic, heat stress (HS) was a serious occupational risk for health-care workers (HCWs) wearing personal protective equipment, which limits heat dissipation and increases the risk of kidney injury. In this exploratory study, we assessed HS-related changes in the urinary metabolites of 38 HCWs working at mobile COVID-19 screening units in Taiwan and their possible role in incident kidney injury (IKI). Urine samples were collected before and after their shifts. Nuclear magnetic resonance-based metabolomics was applied to measure urinary metabolic perturbations associated with HS, and these findings were subsequently correlated with clinical markers of IKI. Data were analyzed through multivariate and univariate analyses. We found that HS-related changes in taurine and trimethylamine N-oxide (TMAO) levels showed a trend associated with postshift IKI. Preshift urinary citrate, acetone, and 4-hydroxybenzoate levels tended to be higher in the IKI population than the non-IKI population. Compared to the non-IKI population, the IKI population exhibited a trend toward lower postshift levels of glutarate and valine, but higher postshift levels of citrate, taurine, TMAO, and histidine. Metabolites whose levels were altered after HS included creatine, methylguanidine, formate, methylmalonate, 4-hydroxybenzoate, adenine, hippurate, and tryptophan. Our preliminary findings suggest that higher postshift urinary taurine levels in the IKI population are potentially related to oxidative stress. In contrast, elevated TMAO levels possibly indicate disturbances in the gut-kidney axis affecting renal health. Higher baseline urinary citrate and acetone may suggest increased susceptibility to HS-related IKI. Finally, elevated urinary glutarate in the non-IKI population may represent a protective metabolic response.

Indexed as

heat stressincident kidney injurymetabolomicsnuclear magnetic resonancetaurinetrimethylamine N‐oxide

Identifiers

PMID42255321
PMCPMC13238615

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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.