Evidence map›Paper›PMID 40946180›Full record

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

Strain-Adaptive Liquid Metal Interfaces Overcome Poisson's Ratio Constraints in Piezoresistive Sensors for Infant Sleep Monitoring.

Yuxiao Zhang, Chenchen Wang, Juan Tao, Shaoyu Ma, Siyu Xie, Weiwei Guo, Rongrong Bao, Jianbei Qiu, Yue Liu, Zhengwen Yang and 1 more

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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. 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

11 authors.

Yuxiao ZhangCollege of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, P. R. China.
Chenchen WangHenan Vocational University of Science and Technology, Henan, 466000, P. R. China.
Juan TaoJiashan Fudan Institute, Zhejiang, 314100, P. R. China.
Shaoyu MaJiashan Fudan Institute, Zhejiang, 314100, P. R. China.
Siyu XieCollege of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, P. R. China.
Weiwei GuoCollege of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, P. R. China.
Rongrong BaoInstitute of Atomic Manufacturing, Beihang University, Beijing, 100191, P. R. China.
Jianbei QiuCollege of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, P. R. China.
Yue LiuCollege of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, P. R. China.
Zhengwen YangCollege of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, P. R. China.
Caofeng PanInstitute of Atomic Manufacturing, Beihang University, Beijing, 100191, P. R. China.ORCID https://orcid.org/0000-0001-6327-9692

Funding

Academician Expert Workstation of Cherkasova Tatiana in Yunnan Province 202305AF150099Fundamental Research Funds for the Central UniversitiesKey Project of the National Natural Science Foundation of China-Yunnan Joint Fund U2102215National Natural Science Foundation of China 52125205National Natural Science Foundation of China 52192610National Natural Science Foundation of China 52250398National Natural Science Foundation of China 52371202National Natural Science Foundation of China 52472002National Natural Science Foundation of China 62404087National Natural Science Foundation of China 62422120Natural Science Foundation of Beijing Municipality L223006Natural Science Foundation of Yunnan Province 202401AU070161Preparation and Property Control of Luminescent Materials and Application in Plateau Agriculture yfgrc202407Science and Technology Project of Southwest Joint Graduate School of Yunnan Province 202302A0370008Shenzhen Science and Technology Program KQTD20170810105439418Yunnan Province Major Science and Technology Special Plan 202302AB080005
6 · The paper itself

Abstract

Conventional porous piezoresistive sensors suffer from lateral expansion due to a positive Poisson's ratio, causing conductive network fracture and unreliable signals. Existing structural solutions are limited by high costs and poor durability. This study introduces a dynamic conductive interface mechanism using liquid metal (LM) ink to bypass Poisson's ratio limitations. By coating eutectic gallium-indium (EGaIn) onto a hydrophilic porous thermoplastic polyurethane (TPU) scaffold, a strain-adaptive conductive layer is constructed, where LM droplets directionally flow to fill microcracks during deformation. This mechanism retains 98.73% of initial conductive pathways under 98% tensile strain, achieving ultra-high sensitivity (693.65 kPa

Indexed as

SleepHumansInfantMetalsMonitoring, PhysiologicPoisson DistributionPolyurethanesWearable Electronic DevicesMetalsPolyurethanesliquid metalpiezoresistive sensorsPoisson's ratiosleep monitoring

Identifiers

PMID40946180
PMCPMC12667455

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.