Evidence map›Paper›PMID 41787012›Full record

ReviewMikrochimica acta2026

From lab to field: progress and prospect of sweat sensing technology in sports monitoring.

Nan Gao, Xuefeng Deng, Yuning Lei, Panpan Jiang, Yuxiang Wu

Abstract readReview
PubMed Publisher
In one paragraph

Review in Mikrochimica acta, 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
–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

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

5 authors.

Nan GaoInstitute of Intelligent Sport and Proactive Health, Department of Health and Physical Education, Jianghan University, Wuhan, 430056, China.
Xuefeng DengInstitute of Intelligent Sport and Proactive Health, Department of Health and Physical Education, Jianghan University, Wuhan, 430056, China.
Yuning LeiInstitute of Intelligent Sport and Proactive Health, Department of Health and Physical Education, Jianghan University, Wuhan, 430056, China.
Panpan JiangInstitute of Intelligent Sport and Proactive Health, Department of Health and Physical Education, Jianghan University, Wuhan, 430056, China.
Yuxiang WuInstitute of Intelligent Sport and Proactive Health, Department of Health and Physical Education, Jianghan University, Wuhan, 430056, China. yxwu@jhun.edu.cn.

Funding

China Postdoctoral Science Foundation 2025M773178National Natural Science Foundation of China 82071970Research Fund of Jianghan University 2025JCYJ08
6 · The paper itself

Abstract

The accelerated evolution of sweat sensing technology is driving a paradigm shift in athletic health monitoring, transitioning from invasive, intermittent methods toward in situ, continuous, non-invasive tracking. This review focuses on the applications of sweat sensors in sports health: systematically dissecting the correlation between sweat biomarkers and exercise status, highlighting the detection principles of wearable sweat sensors and their research progress in recreational sports, elite athletics, and rehabilitative exercise, and exploring current technical challenges and future prospects in areas such as advanced material development, multimodal integration, and AI-driven early warning systems. This review aims to accelerate the translational application of sweat sensing in personalized sports management and provide a theoretical foundation for constructing an integrated intelligent health ecosystem featuring closed-loop monitoring-analysis-intervention.

Indexed as

Biosensing TechniquesSportsSweatWearable Electronic DevicesBiomarkersElectrochemical TechniquesHumansMonitoring, PhysiologicBiomarkersBiomarkerPersonalized managementProspectSports healthSweat sensor

Identifiers

PMID41787012

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.