Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Physiol.

Sec. Exercise Physiology

This article is part of the Research TopicPhysiological Aspects of Marathon Running, Volume IIView all 5 articles

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

Provisionally accepted
David  BandieraDavid Bandiera1,2Jean  de BardonnècheJean de Bardonnèche2Delphine  Margout-JantacDelphine Margout-Jantac3Léa  DuboisLéa Dubois2,3Nisrine  El AllaouiNisrine El Allaoui3Jonathan  RubioJonathan Rubio2Jean-Christophe  AubinJean-Christophe Aubin2Sebastien  RacinaisSebastien Racinais2,3Antonio  TessitoreAntonio Tessitore1Yannis  PitsiladisYannis Pitsiladis1,4*
  • 1Universita degli Studi di Roma Foro Italico, Rome, Italy
  • 2CREPS Montpellier-Font Romeu, Montpellier, France
  • 3Universite de Montpellier, Montpellier, France
  • 4Hong Kong Baptist University, Hong Kong, Hong Kong, SAR China

The final, formatted version of the article will be published soon.

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+]) was tested against flame photometry (FP). Additionally, whole body sweat loss (WBSL) estimated by the S1 and by a sweat rate calculator (SRC) was compared to the scale-based method. 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 minutes, 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+] with LAQUAtwin and FP. Nude body mass was measured to the nearest 0.005kg before and after exercise, with fluid intake monitored to determine WBSL. The influence of the method and the condition on the measure of sweat [Na+] and WBSL was investigated with linear mixed-effects models. Results: The estimated marginal means of sweat [Na+] in dry conditions for S1 and LAQUAtwin were equivalent (both 53 mmol/L, p=0.952) and significantly lower than FP (63 mmol, both -10 mmol, p<0.001). No significant interaction effects were observed between methods and conditions. For WBSL, the S1 estimation (1.479 kg) was not different than the scale measure (1.432 kg, 0.047, p=0.624) while the SRC estimation (1.202 kg) was significantly lower than the scale and S1 (both p<0.001), without interactions effects. Conclusion: S1 offers equivalent and more practical collection of sweat [Na+] compared to the LAQUAtwin during indoor cycling ergometer exercise. However, measurements from both devices should currently be interpreted with caution and not considered equivalent to laboratory-grade analyses. Furthermore, S1 is an adequate tool during indoor cycling ergometer exercise to estimate WBSL when scale measurements are impractical, while SRC was found to underestimate fluid loss.

Keywords: Electrolytes, Flame photometer (FP), Fluid loss, hydration, Recovery, Sweating, thermoregulation, Whole body sweat rate

Received: 01 Oct 2025; Accepted: 01 Dec 2025.

Copyright: © 2025 Bandiera, de Bardonnèche, Margout-Jantac, Dubois, El Allaoui, Rubio, Aubin, Racinais, Tessitore and Pitsiladis. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Yannis Pitsiladis

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.