Evidence map›Paper›PMID 40940668›Full record

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

A Thermally Stable Piezoresistive Textile for Reliable Tactile Sensing.

Boxiao Li, Jianqiao Hu, Xiao Xiao, Shreesh Karjagi, Farid Manshaii, Mingchen Ma, Zhen Li, Jian Zhou, Jun Chen

Abstract read
PubMed Full text at PMC Publisher
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 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. A Thermally Stable Piezoresistive Textile for Reliable Tactile Sensing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    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

9 authors.

Boxiao LiSchool of Material Science and Engineering, Key Laboratory for Polymeric Composite & Functional Materials of Ministry of Education, State Key Laboratory for Optoelectronic Materials and Technologies, Guangzhou Key Laboratory of Flexible Electronic Materials and Wearable Devices, Laboratory of Advanced Electronic and Fiber Materials, Sun Yat-sen University, Guangzhou, Guangdong, 510275, China.ORCID https://orcid.org/0000-0002-5858-7161
Jianqiao HuSchool of Material Science and Engineering, Key Laboratory for Polymeric Composite & Functional Materials of Ministry of Education, State Key Laboratory for Optoelectronic Materials and Technologies, Guangzhou Key Laboratory of Flexible Electronic Materials and Wearable Devices, Laboratory of Advanced Electronic and Fiber Materials, Sun Yat-sen University, Guangzhou, Guangdong, 510275, China.
Xiao XiaoDepartment of Bioengineering, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
Shreesh KarjagiDepartment of Bioengineering, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
Farid ManshaiiDepartment of Bioengineering, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
Mingchen MaSchool of Material Science and Engineering, Key Laboratory for Polymeric Composite & Functional Materials of Ministry of Education, State Key Laboratory for Optoelectronic Materials and Technologies, Guangzhou Key Laboratory of Flexible Electronic Materials and Wearable Devices, Laboratory of Advanced Electronic and Fiber Materials, Sun Yat-sen University, Guangzhou, Guangdong, 510275, China.
Zhen LiSchool of Material Science and Engineering, Key Laboratory for Polymeric Composite & Functional Materials of Ministry of Education, State Key Laboratory for Optoelectronic Materials and Technologies, Guangzhou Key Laboratory of Flexible Electronic Materials and Wearable Devices, Laboratory of Advanced Electronic and Fiber Materials, Sun Yat-sen University, Guangzhou, Guangdong, 510275, China.
Jian ZhouSchool of Material Science and Engineering, Key Laboratory for Polymeric Composite & Functional Materials of Ministry of Education, State Key Laboratory for Optoelectronic Materials and Technologies, Guangzhou Key Laboratory of Flexible Electronic Materials and Wearable Devices, Laboratory of Advanced Electronic and Fiber Materials, Sun Yat-sen University, Guangzhou, Guangdong, 510275, China.
Jun ChenDepartment of Bioengineering, University of California, Los Angeles, Los Angeles, CA, 90095, USA.ORCID https://orcid.org/0000-0002-3439-0495

Funding

Guangzhou Municipal Science and Technology Project 2024A04J4280Natural Science Foundation of Guangdong Province 2023A1515010841Natural Science Foundation of Guangdong Province 2025A1515010050
6 · The paper itself

Abstract

Robotic applications in high-temperature environments demand flexible tactile sensors that can endure extreme heat. Conventional sensors, typically made of polymers and carbon-based materials, deteriorate quickly under such conditions. This work introduces a novel piezoresistive textile for stable tactile sensing above 495°C. The exceptional durability and heat resistance come from the robust core-shell design of the materials, featuring a silicon oxycarbide core and an amorphous carbon shell, which demonstrates unparalleled mechanical strength and flame resistance. With airflow-assisted rotary spinning and density-controlled sintering, the piezoresistive textile is scalable and consistently performs at temperatures up to 250°C for over 24 h and can withstand even higher temperatures of 495°C for 4 h. When integrated into a robotic gripper, the ultrahigh temperature textile sensor successfully retrieves a small item from flames fueled by alcohol, showcasing its effectiveness in high-temperature tactile sensing. This innovative textile sensor offers a promising solution for tactile sensing and robotic applications in high-temperature environments.

Indexed as

piezoresistive textiletactile sensingultrahigh temperaturewearable bioelectronics

Identifiers

PMID40940668
PMCPMC12622492

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.