Evidence map›Paper›PMID 42122724›Full record

ArticlePolymers2026

Design and Drive Research of Nanofiber-Reinforced Polyacrylamide Hydrogels.

Kexu An, Xuewei Shi, Pengli Zhang, Hansheng Liao, Kaiming Hu, Jian Wang, Chenxing Xiang, Ning Hu

Abstract read
In one paragraph

Article in Polymers, 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
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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

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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

8 authors.

Kexu AnSchool of Materials Science and Engineering, Hebei University of Technology, Tianjin 300401, China.
Xuewei ShiCollege of Aerospace Engineering, Chongqing University, Chongqing 400044, China.
Pengli ZhangSchool of Materials Science and Engineering, Hebei University of Technology, Tianjin 300401, China.
Hansheng LiaoSchool of Materials Science and Engineering, Hebei University of Technology, Tianjin 300401, China.
Kaiming HuSchool of Materials Science and Engineering, Hebei University of Technology, Tianjin 300401, China.
Jian WangSchool of Materials Science and Engineering, Hebei University of Technology, Tianjin 300401, China.
Chenxing XiangInterdisciplinary Research Institute of Advanced Intelligent Equipment, Xihua University, Chengdu 610039, China.
Ning HuSchool of Materials Science and Engineering, Hebei University of Technology, Tianjin 300401, China.

Funding

Chinese National Natural Science Fund Grant Nos.: 12227801, 12202132Innovative Research Groups of Natural Science Foundation of Hebei Province A2024202045Major Basic Research Project of Hebei Province Natural Science Foundation A2023202049Natural Science Foundation of Chongqing cstc2021jcyj-msxmX0241Opening Project of Key Laboratory of Testing Technology for Manufacturing Process 22kfzk02, 23kfzk01
6 · The paper itself

Abstract

Hydrogels have emerged as a crucial category of polymeric materials in materials science due to their three-dimensional network structure and remarkable capacity for water absorption and retention. However, conventional single-function hydrogels do not satisfy the increasing demands of advanced applications in biomedicine and environmental engineering. This paper focuses on the design, preparation, and performance characterization of nanofiber-reinforced polyacrylamide hydrogels to overcome this limitation. A bilayer structure, consisting of tensile layers and actuator layers based on a polyacrylamide/sodium alginate (PAM/SA) matrix integrated with functional materials, was developed. Nanocellulose (CNF) was incorporated to regulate mechanical properties by adjusting its content ratio with PAM, while poly-N-isopropylacrylamide (PNIPAM) and multi-walled carbon nanotubes (MWCNTs) were added to confer photothermal responsiveness. The deformation of the hydrogel was induced by temperature changes resulting from infrared illumination. The results indicate that the CNF-reinforced hydrogels exhibit enhanced mechanical strength-with the tensile strength reaching 17 kPa (89% higher than pure PAM) and fracture strain approaching 900% when the CNF content is 0.44 wt.% and PAM/SA mass ratio is 4:1-and they display reversible thermosensitive responses (reaching 60 °C within 100 s under near-infrared irradiation) following the incorporation of carbon nanotubes. This paper presents a novel strategy for the development of multifunctional hydrogel-based actuated systems, expanding the application potential of hydrogels in human motion tracking and drug delivery.

Indexed as

bilayer structureinfrared responsenanofiber reinforcementpolyacrylamide hydrogel

Identifiers

PMID42122724
PMCPMC13165063

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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.