Evidence map›Paper›PMID 40269247›Full record

ArticleCommunications biology2025

The molecular signature of heat stress in sweat reveals non-invasive biomarker candidates for health monitoring.

Noé Brasier, Carmela Niederberger, Martina Zanella, Alaa Othman, Ralph Schlapbach, Laura Kunz, Antje Dittmann, Kelly Reeve, Michael Prummer, Jörg Goldhahn

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Review
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  6. Review
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.

Noé BrasierInstitute of Translational Medicine, Department Health Science and Technology, ETH Zurich, Zurich, Switzerland. nbrasier@ethz.ch.ORCID http://orcid.org/0000-0003-0186-0865
Carmela NiederbergerInstitute of Translational Medicine, Department Health Science and Technology, ETH Zurich, Zurich, Switzerland.
Martina ZanellaFunctional Genomics Center Zurich, UZH & ETH, Zurich, Switzerland.
Alaa OthmanFunctional Genomics Center Zurich, UZH & ETH, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-0092-5594
Ralph SchlapbachFunctional Genomics Center Zurich, UZH & ETH, Zurich, Switzerland.
Laura KunzFunctional Genomics Center Zurich, UZH & ETH, Zurich, Switzerland.
Antje DittmannFunctional Genomics Center Zurich, UZH & ETH, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-2570-5192
Kelly ReeveNEXUS Personalized Health Technologies, ETH Zurich, and Swiss Institute of Bioinformatics, Zurich, Switzerland.
Michael PrummerNEXUS Personalized Health Technologies, ETH Zurich, and Swiss Institute of Bioinformatics, Zurich, Switzerland.ORCID http://orcid.org/0000-0001-9896-3929
Jörg GoldhahnInstitute of Translational Medicine, Department Health Science and Technology, ETH Zurich, Zurich, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heat stress is a significant public health challenge that leads to an increased risk of serious health deterioration, injuries, and loss of economic productivity. While the gold standard for monitoring heat stress continues to remain with population-based measurements, a straight-forward person-centered approach is lacking. Sweat can supply a wealth of molecular information, ranging from protein levels to levels of metabolites; it is thus a promising monitoring biofluid. A thorough investigation of sweat's molecular signature during heat stress is called for. We conducted a cross-over study on healthy participants with personalized heat-stress visits to investigate heat stress's proteomic and molecular signatures in sweat. Through mass-spectrometry analysis, we identified multiple candidate biomarkers ranging from amino acids to microbiome metabolites and proteins. To the best of our knowledge, these biomarker candidates represent the first successful approach to metabolically differentiate between various heat stressors thereby enabling their acute monitoring. While these biomarker candidates need further investigation to confirm their clinical value, many have already been identified as directly associated with heat stress in animals and plants. Once further investigated, next-generation wearable devices for person-centered, on-skin sweat-analysing platforms could be developed that would transform health management during exposure to heat stress.

Indexed as

BiomarkersHeat-Shock ResponseSweatAdultCross-Over StudiesFemaleHumansMaleProteomicsYoung AdultBiomarkers

Identifiers

PMID40269247
PMCPMC12019370

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LicenceCC BY
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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.