Evidence map›Paper›PMID 42151163›Full record

ArticleNature communications2026

Conformal graphene coatings on ordinary fabrics for wearable electronic devices.

Zibo Chen, Yunfa Si, Xiaobin Liao, Rui Fang, Zhen Li, Weimingyang Tan, Sichang Wang, Yongyi Ji, Wei Qian, Huaqiang Fu and 7 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 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

17 authors.

Zibo Chen *Sanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China.
Yunfa Si *Sanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China.
Xiaobin Liao *State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, China.
Rui FangSchool of Materials Science and Engineering, Wuhan University of Technology, Wuhan, China.
Zhen LiSanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China.
Weimingyang TanSanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China.
Sichang WangSanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China.
Yongyi JiSanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China.
Wei QianHubei Engineering Research Center of RF-Microwave Technology and Application, School of Physics and Mechanics, Wuhan University of Technology, Wuhan, China.
Huaqiang FuSchool of Materials Science and Engineering, Wuhan University of Technology, Wuhan, China.
Lun LiHubei Engineering Research Center of RF-Microwave Technology and Application, School of Physics and Mechanics, Wuhan University of Technology, Wuhan, China.
Runquan LiSanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China.
Mingtao ChenSchool of Engineering, Westlake University, Hangzhou, China.
Bo LiuSanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China. liubo2024@whut.edu.cn.ORCID http://orcid.org/0000-0002-4073-8611
Zhugen YangFaculty of Engineering and Applied Sciences, Cranfield University, Cranfield, UK.ORCID http://orcid.org/0000-0003-4183-8160
Jiaxing HuangSchool of Engineering, Westlake University, Hangzhou, China. jiaxing-huang@westlake.edu.cn.ORCID http://orcid.org/0000-0001-9176-8901
Daping HeSanya Science and Education Innovation Park of Wuhan University of Technology, Sanya, China. hedaping@whut.edu.cn.ORCID http://orcid.org/0000-0002-0284-4990

Funding

National Natural Science Foundation of China (National Science Foundation of China) 22279097National Natural Science Foundation of China (National Science Foundation of China) 22509152
6 · The paper itself

Abstract

Dip-coating ordinary fabrics with conductive macromolecules holds promise for mass-production of next-generation wearable electronics but faces an interaction dilemma in high-entangled fabrics: weak interactions for uniform penetration versus strong for stable coating. Herein, we present a temporal decoupling strategy, designing stage-specific interaction strengths to achieve uniform graphene oxide penetration and robust reduced graphene oxide adhesion. Using the triphilic surfactant Triton X-100 as a representative system, this strategy enables the fabrication of fabrics with conductivity (283.1 S m

Identifiers

PMID42151163
PMCPMC13381529

What OpenQuestion holds

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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.