Evidence map›Paper›PMID 41381420›Full record

ArticleMicrosystems & nanoengineering2025

A hot-humid tolerant and antibacterial MXene-based hydrogel sensor for real-time cardiorespiratory monitoring in endurance sports.

Xiaoyan Wang, Hongcheng Xu, Chuanyu Zhang, Eng G Lim, Yinchao Zhao, Kai Hoettges, Xueyong Wei, Qifeng Lu, Fuzhou Niu, Pengfei Song

Abstract read
In one paragraph

Article in Microsystems & nanoengineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Xiaoyan WangSchool of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China.
Hongcheng XuSchool of Instrument Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China.ORCID http://orcid.org/0000-0002-2813-3230
Chuanyu ZhangSchool of Instrument Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China.
Eng G LimSchool of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China.
Yinchao ZhaoDepartment of Electrical and Electronic Engineering, University of Liverpool, Liverpool, L69 7ZX, UK.
Kai HoettgesDepartment of Electrical and Electronic Engineering, University of Liverpool, Liverpool, L69 7ZX, UK.
Xueyong WeiSchool of Instrument Science and Technology, Xi'an Jiaotong University, Xi'an, 710049, China.ORCID http://orcid.org/0000-0002-6443-4727
Qifeng LuDepartment of Electrical and Electronic Engineering, University of Liverpool, Liverpool, L69 7ZX, UK. qifeng.lu@xjtlu.edu.cn.ORCID http://orcid.org/0000-0002-8340-5024
Fuzhou NiuSchool of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215123, China. fzniu@usts.edu.cn.
Pengfei SongSchool of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China. pengfei.song@xjtlu.edu.cn.ORCID http://orcid.org/0000-0001-6337-7292

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wearable sensors for continuous physiological monitoring during intense exercise face significant challenges, including motion artifacts and skin discomfort. Conductive hydrogels offer a promising solution due to their skin-like flexibility and excellent electrical conductivity, yet their application in extreme conditions like marathon running remains challenges. Here, we develop a MXene-based dual-network hydrogel composed of polyvinyl alcohol (PVA) and tempo-oxidized cellulose nanofibers (TOCNF) crosslinked with MXene nanosheets and borax. This hydrogel exhibits exceptional environmental stability (35 days at 4 °C and 30% relative humidity) and strain sensitivity (gauge factor of 7.79 at 800% strain), while MXene integration provides outstanding antibacterial properties (>99% inhibition). As a proof of concept, under simulated marathon conditions (38°C, 52% relative humidity), the sensor maintains stable performance for 6 h, demonstrating reliable heart rate and respiration monitoring. These capabilities are crucial for identifying early signs of cardiorespiratory abnormalities during endurance sports. Our work presents a robust strategy for developing wearable hydrogel sensors with long-term reliability in extreme environments, offering significant potential for sports medicine, exercise physiology, and continuous health monitoring applications.

Identifiers

PMID41381420
PMCPMC12698710

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.