Evidence map›Paper›PMID 42588444›Full record

ArticleMolecules (Basel, Switzerland)2026

Molecular Simulation-Guided Design of H-Bonding-Reinforced Trihydroxy-Phenolics/Poly(vinyl alcohol) Composite Hydrogel.

Jie Chen, Ying Zhou, Yishao Wang, Fujing Huang, Fangming Zou, Shunmei He, Xianwen Song

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

7 authors.

Jie ChenGuangxi Universities Engineering Research Center for Innovative Product Development of Regional Priority Diseases, Guangxi University of Chinese Medicine, Nanning 530001, China.
Ying ZhouSchool of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530001, China.
Yishao WangSchool of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530001, China.
Fujing HuangSchool of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530001, China.
Fangming ZouSchool of Pharmacy, Guangxi University of Chinese Medicine, Nanning 530001, China.
Shunmei HeSchool of Chemistry and Material Science, Hunan Agricultural University, Changsha 410083, China.ORCID 0009-0000-0855-644X
Xianwen SongInstitute of Traditional Chinese and Zhuang-Yao Ethnic Medicine, Guangxi University of Chinese Medicine, Nanning 530001, China.

Funding

China Postdoctoral Science Foundation 2025MD774068Guangxi University of Chinese Medicine Doctoral Research Startup Fund Project 2023BS059Hunan Provincial Natural Science Foundation of China 2026JJ50381Postdoctoral Fellowship Program of China Postdoctoral Science Foundation GZC20252614the Engineering Research Center of Innovative Drug of Traditional Chinese and Zhuang Yao Medicine, Ministry of Education ZYZYY2025006
6 · The paper itself

Abstract

Small-molecule blending is an effective strategy for improving the mechanical properties of poly(vinyl alcohol) (PVA). However, the influence of structural differences among phenolics on the toughening mechanism remains unclear. In this study, we systematically investigated the reinforcing effects of three trihydroxy-phenolics (apigenin, galangin, and baicalein) on PVA hydrogels by combining molecular simulations with experimental validation. Molecular simulations predicted that H-bonding crosslinking between phenolics and PVA chains is the central reinforcement mechanism, and that the spatial arrangement of hydroxyl groups and the competition between intermolecular H-bonding ultimately determine the performance. Structural characterization and experimental validation showed that apigenin, owing to the dispersed spatial distribution of its three hydroxyl groups, exhibits stronger H-bonding crosslinking ability and achieves the most significant reinforcement. After a single freeze-thaw cycle, all trihydroxy-phenolics/PVA composite hydrogels exhibited markedly better mechanical properties than pure PVA hydrogels, with the following strength order: apigenin/PVA > galangin/PVA ≈ baicalein/PVA. This study provides a rapid and efficient theoretical model and a reference case for small-molecule toughened PVA hydrogels.

Indexed as

crosslinkingH-bondinghydrogelphenolicsPVA

Identifiers

PMID42588444
PMCPMC13468053

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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.