Evidence map›Paper›PMID 42041450›Full record

ArticleBiosensors2026

Highly Robust and Multimodal PVA/Aramid Nanofiber/MXene Organogel Sensors for Advanced Human-Machine Interfaces.

Guofan Zeng, Leiting Liao, Zehong Wu, Jinye Chen, Peidi Zhou, Yihan Qiu, Mingcen Weng

Abstract read
In one paragraph

Article in Biosensors, 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

7 authors.

Guofan ZengDepartment of Physical Education, Fujian University of Technology, Fuzhou 350118, China.
Leiting LiaoInstitute of Biology and Chemistry, Fujian University of Technology, Fuzhou 350118, China.
Zehong WuInstitute of Biology and Chemistry, Fujian University of Technology, Fuzhou 350118, China.
Jinye ChenInstitute of Biology and Chemistry, Fujian University of Technology, Fuzhou 350118, China.
Peidi ZhouSchool of Smart Marine Science and Technology, Key Laboratory of Marine Smart Equipment, Fujian Province University, Fuzhou 350118, China.ORCID 0000-0002-5425-5194
Yihan QiuInstitute of Biology and Chemistry, Fujian University of Technology, Fuzhou 350118, China.
Mingcen WengInstitute of Biology and Chemistry, Fujian University of Technology, Fuzhou 350118, China.ORCID 0000-0002-3169-4290

Funding

Natural Science Foundation of Fujian Province 2025J01999, 2022J01945
6 · The paper itself

Abstract

Flexible and wearable electronics require soft sensing materials that balance mechanical compliance, stable signal transduction, and durability for human-machine interfaces (HMIs). To address the limitations of single-filler systems, we propose a poly(vinyl alcohol) (PVA)/aramid nanofiber (ANF)/MXene organogel (PAM) as a multifunctional soft platform. This design integrates a PVA physically crosslinked network with ANF for mechanical reinforcement and MXene for electrical functionality. The optimized PAM composite exhibits outstanding mechanical properties, including a fracture stress of 2931 kPa, a fracture strain of 676%, and a fracture toughness of 9.04 MJ m

Indexed as

Biosensing TechniquesNanofibersWearable Electronic DevicesGelsHumansMan-Machine SystemsNitritesPolyvinyl AlcoholTransition ElementsGelsMXeneNitritesPolyvinyl AlcoholTransition Elementsaramid nanofiberflexible sensorMXenepressure sensorstrain sensortriboelectric nanogenerator

Identifiers

PMID42041450
PMCPMC13115146

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.