Evidence map›Paper›PMID 40583145›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Dual-Working-Pattern Nanosheet-Based Hydrogel Sensors for Constructing Human-Machine and Physiological-Electric Interfaces.

Shitao Shi, Yuanyuan Wang, Zewei Ye, Hongxia Xie, Chencong Liu, Jiaqi Liao, Dawei Zhao, Qingfeng Sun, Julia L Shamshina, Xiaoping Shen

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
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  5. Article
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.

Shitao ShiCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.
Yuanyuan WangCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.ORCID https://orcid.org/0000-0003-3006-0701
Zewei YeCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.
Hongxia XieCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.
Chencong LiuCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.
Jiaqi LiaoCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.
Dawei ZhaoKey Laboratory on Resources Chemicals and Materials of Ministry of Education, Shenyang University of Chemical Technology, Shenyang, Liaoning Province, 110142, China.
Qingfeng SunCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.
Julia L ShamshinaFiber and Biopolymer Research Institute, Department of Plant and Soil Science, Texas Tech University, Lubbock, TX, 79409, USA.ORCID https://orcid.org/0000-0003-0708-764X
Xiaoping ShenCollege of Chemistry and Materials Engineering, Zhejiang A&F University, Hangzhou, 311300, China.ORCID https://orcid.org/0000-0001-7022-2168

Funding

National Natural Science Foundation of China 32101453National Natural Science Foundation of China 32371508Scientific Research Foundation of Zhejiang A and F University 2024LFR086
6 · The paper itself

Abstract

While hydrogels are ideal building blocks for fabricating next-generation epidermal electronics to acquire high-fidelity electrical signals induced by motion and physiological activities, an unresolved issue remains: the differentiation and selection of sensing modes in hydrogel sensors. The novel design leverages numerous conductive nanosheets, randomly arranged in a series-parallel configuration, embedded within a highly compliant dielectric hydrogel. For the nanosheets, poly(3,4-ethylenedioxythiophene) (PEDOT) is deposited on the surface of sulfonated cellulose nanosheets (SCNS) to function as microelectrodes (PEDOT@SCNS). The resulting nanosheet-based hydrogel (NSH) demonstrates remarkable stretchability (1356%), excellent adaptability (storage modulus of 102 Pa), and self-adhesiveness (21.7 kPa on pigskin). The nanosheet microelectrodes enable the formation of both microcapacitor arrays and conductive paths within the ultrasoft hydrogel, facilitating the construction of high-fidelity capacitive sensors and bioelectrodes for the real-time monitoring and classification of human activities and physiological states, respectively. This NSH, which significantly reduces skin-interfacial impedance, has demonstrated strong potential as candidate sensors for advanced applications in EMG, facial nerve monitoring, ECG, and brain activity monitoring, achieving reduced RMS noise (9.7 µV) and minimal motion artifacts.

Indexed as

Biosensing TechniquesHydrogelsNanostructuresAnimalsBridged Bicyclo Compounds, HeterocyclicHumansMicroelectrodesPolymersSwineWearable Electronic DevicesBridged Bicyclo Compounds, HeterocyclicHydrogelspoly(3,4-ethylene dioxythiophene)Polymerscellulose nanosheetsconductive pathsdual‐working‐patternepidermal electronicsmicrocapacitor arrays

Identifiers

PMID40583145
PMCPMC12412529

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.