Evidence map›Paper›PMID 41396727›Full record

ArticleLangmuir : the ACS journal of surfaces and colloids2025

Photocurable Nanocellulose-Based Hydrogel for Real-Time Electrochemical Sweat Monitoring in Smart Textiles.

Kai-Wen Chuang, Po-Kuan Li, Yun-An Huang, Ying-Chih Liao

Abstract read
In one paragraph

Article in Langmuir : the ACS journal of surfaces and colloids, 2025. 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
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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

4 authors.

Kai-Wen ChuangDepartment of Chemical Engineering, National Taiwan University, Taipei 10617, Taiwan.
Po-Kuan LiDepartment of Chemical Engineering, National Taiwan University, Taipei 10617, Taiwan.
Yun-An HuangDepartment of Chemical Engineering, National Taiwan University, Taipei 10617, Taiwan.
Ying-Chih LiaoDepartment of Chemical Engineering, National Taiwan University, Taipei 10617, Taiwan.ORCID 0000-0001-9496-4190

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wearable sweat sensors demand hydrogels that wet textiles rapidly, cure on demand, and retain mechanical integrity during use. In this work, a UV-curable poly(acrylic acid)/cellulose nanocrystal (PAA/CNC) hydrogel was developed to improve the performance and reliability of flexible electronic sensing systems. The formulation gels within about 2 to 4 s across the series and forms a uniform network suitable for scalable coating and patterning. CNCs simultaneously enhance hydrophilicity and mechanical robustness: the static contact angle decreases from 37.1° at 0 wt % CNC to 9.9° at 10 wt % CNC, while the equilibrium swelling ratio peaks at 657% for 8 wt % CNC and remains high at 650% for 10 wt % CNC, balancing hydrations with dimensional stability. Bulk properties improve with CNC loading, with maximum tensile strength increasing from 133 to 180.7 kPa and Young's modulus from 0.73 to 1.25 MPa, followed by a modest plateau beyond about 5 to 8 wt % that is consistent with emerging filler-filler interactions. FTIR indicates esterification between PAA and CNC, and SEM reveals a continuous porous morphology favorable for ion transport. Overall, the 10 wt % CNC formulation maximizes stiffness and strength while maintaining good hydrophilicity and rapid photocuring behavior. These attributes position photocured PAA/CNC hydrogels as promising matrices for textile-integrated, impedance-based sweat sensing.

Identifiers

PMID41396727
PMCPMC12756917

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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.