Evidence map›Paper›PMID 42256286›Full record

ArticleiScience2026

Comprehensive mechanical reinforcement of hydrogels via network refinement.

Han Li, Zidi Zhou, Yuan Gao, Jincheng Lei, Zishun Liu

Abstract read
In one paragraph

Article in iScience, 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

5 authors.

Han LiInternational Center for Applied Mechanics, State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi'an Jiaotong University, Xi'an 710049, China.
Zidi ZhouCity University of Hong Kong (Dongguan), Dongguan 523808, China.
Yuan GaoInternational Center for Applied Mechanics, State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi'an Jiaotong University, Xi'an 710049, China.
Jincheng LeiInternational Center for Applied Mechanics, State Key Laboratory for Strength and Vibration of Mechanical Structures, Xi'an Jiaotong University, Xi'an 710049, China.
Zishun LiuCity University of Hong Kong (Dongguan), Dongguan 523808, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Traditional single-network hydrogels are limited by trade-offs among key mechanical properties, such as elastic modulus and toughness, and are further compromised by structural defects introduced during synthesis. These constraints significantly hinder their performance in demanding applications. Here, we propose a network-refinement strategy using repeated crosslinking to achieve comprehensive mechanical reinforcement. Through network refinement, structural defects within polymer networks are progressively filled, and both the network homogeneity and effective chain density are improved. The reinforced hydrogels exhibit up to a 6-fold increase in elastic modulus, a 10-fold enhancement in fracture toughness, a 20-fold increase in tensile strength, and a 42-fold improvement in work of fracture, while maintaining high stretchability and negligible hysteresis under moderate deformation. This universal strategy provides an effective route to comprehensively enhance the mechanical properties of hydrogel-like materials, paving the way for robust soft materials in applications such as cardiac healing patches, load-bearing biomedical implants, and wearable electronics.

Indexed as

Materials scienceMechanical propertyPolymers

Identifiers

PMID42256286
PMCPMC13233583

What OpenQuestion holds

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LicenceCC BY
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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.