Evidence map›Paper›PMID 41561158›Full record

ArticleFrontiers in physiology2025

Sweat sodium composition and sweat loss estimation through wearable sensors and predictive equations in dry and humid hot conditions.

David Bandiera, Jean de Bardonnèche, Delphine Margout-Jantac, Léa Dubois, Nisrine El Allaoui, Jonathan Steven Elie Rubio, Jean-Christophe Aubin, Sébastien Racinais, Antonio Tessitore, Yannis Pitsiladis

Registry-linked trialAbstract read
In one paragraph

Article in Frontiers in physiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07464743 (Time Onset Sweat Sodium), which is not on this 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.

NCT07464743 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Time Onset Sweat Sodium (TOSS) Study

TypeinterventionalSponsorUniversity of Arkansas, FayettevilleRan2026 to 2026Enrolled40ConditionsSweat Rate, Heat Effect, Sweat Sodium ConcentrationArmsExercise in the heat
3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. 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

10 authors.

David BandieraDepartment of Movement, Human and Health Sciences, University of Rome Foro Italico, Roma, Italy.
Jean de BardonnècheEnvironmental Stress Unit, CREPS Montpellier-Font Romeu, Montpellier, France.
Delphine Margout-JantacQualisud, Université de Montpellier, Avignon Université, CIRAD, Institut Agro, IRD, Université de La Réunion, Montpellier, France.
Léa DuboisEnvironmental Stress Unit, CREPS Montpellier-Font Romeu, Montpellier, France.
Nisrine El AllaouiQualisud, Université de Montpellier, Avignon Université, CIRAD, Institut Agro, IRD, Université de La Réunion, Montpellier, France.
Jonathan Steven Elie RubioEnvironmental Stress Unit, CREPS Montpellier-Font Romeu, Montpellier, France.
Jean-Christophe AubinEnvironmental Stress Unit, CREPS Montpellier-Font Romeu, Montpellier, France.
Sébastien RacinaisEnvironmental Stress Unit, CREPS Montpellier-Font Romeu, Montpellier, France.
Antonio TessitoreDepartment of Movement, Human and Health Sciences, University of Rome Foro Italico, Roma, Italy.
Yannis PitsiladisDepartment of Movement, Human and Health Sciences, University of Rome Foro Italico, Roma, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Individualized sweat testing is essential for tailoring hydration and nutrition strategies, as water and sodium losses during exercise vary greatly across athletes. The validity of a wearable sweat sensor (S1, Flowbio) and a handheld analyzer (LAQUAtwin, Horiba Advanced Techno) for measuring sweat sodium concentration ([Na Methods: Twenty-three recreationally active participants (11 males, 12 females) completed two sessions in hot and dry (40 °C, 36% rh) and hot and humid (30 °C, 81% rh) controlled environmental conditions on a cycling ergometer (74 ± 12 min, 1.9 ± 0.4 W/kg). Participants were instrumented with two S1 sensors and absorbent patches placed on each upper arm. Sweat was extracted from patches to measure [Na Results: The estimated marginal means of sweat [Na Conclusion: S1 offers equivalent and more practical collection of sweat [Na

Indexed as

electrolytesflame photometer (FP)fluid losshydrationrecoverysweatingthermoregulationwhole body sweat rate

Identifiers

PMID41561158
PMCPMC12813213

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Registered trials

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.