Evidence map›Paper›PMID 42354393›Full record

ArticleGels (Basel, Switzerland)2026

Freeze-Thaw-Induced Hybrid Porous PVA/PEG Hydrogels with Dynamic Load-Dissipation Capability for Cartilage Substitutes.

Luon Tan Nguyen, Patrick Kai Xuan Lim, Wenjuan Jin, Yanli Zheng, Quang M N Phan, Meng Wang, Duc Anh Tran, Y B Guo, V P W Shim, Huy-Du Do and 4 more

Abstract read
In one paragraph

Article in Gels (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.

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

14 authors.

Luon Tan NguyenDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.ORCID 0000-0002-8397-8551
Patrick Kai Xuan LimDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.
Wenjuan JinDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.
Yanli ZhengDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.
Quang M N PhanDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.ORCID 0009-0001-6697-8437
Meng WangDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.
Duc Anh TranDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.
Y B GuoDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.
V P W ShimDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.
Huy-Du DoLaboratory of Biosensors, Faculty of Biology and Biotechnology, University of Science, Ho Chi Minh City 72711, Vietnam.
Thanh-Tan NguyenLaboratory of Biosensors, Faculty of Biology and Biotechnology, University of Science, Ho Chi Minh City 72711, Vietnam.
Hieu Tran-VanLaboratory of Biosensors, Faculty of Biology and Biotechnology, University of Science, Ho Chi Minh City 72711, Vietnam.ORCID 0000-0003-2782-5232
Nga H N DoInstitute for Tropical Technology (VITTEP), 57A Truong Quoc Dung Street, Phu Nhuan Ward, Ho Chi Minh City 70073, Vietnam.ORCID 0000-0002-1606-4522
Hai M DuongDepartment of Mechanical Engineering, National University of Singapore, Singapore 117575, Singapore.ORCID 0000-0002-5667-5416

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Osteoarthritis is the most prevalent age-related joint disease, yet the limited regenerative capacity of articular cartilage severely constrains spontaneous repair. Here, we present a freeze-thaw polyvinyl alcohol (PVA)/polyethylene glycol (PEG) hydrogel platform featuring a hybrid open-closed macroporous architecture that enables cartilage-mimetic load dissipation for artificial cartilage applications. The hybrid porous structure provides synergistic advantages, where closed pores enhance load-bearing stiffness while open pores facilitate energy dissipation. By systematically tuning polymer composition and processing conditions, clear structure-property relationships among porosity, water content, and mechanical performance are established. An optimized formulation (18 wt.% PVA, 85-124 kDa; 18 wt.% PEG; three freeze-thaw cycles) yields hydrogels with high water content (39.1 ± 7.8 wt.%), high compressive Young's modulus (3.60 ± 0.67 MPa), and excellent resilience under cyclic loading. Notably, under dynamic compression (2 m/s), a frequently overlooked yet physiologically relevant mechanical property of hydrogels, the materials exhibit nearly twofold enhancement in compressive modulus compared to static conditions, demonstrating pronounced strain-rate-dependent stiffening. Finite element analysis reveals efficient load redistribution across the interconnected porous network, providing mechanistic insight into the observed mechanical robustness. Compared with native cartilage and recently reported hydrogel systems, the developed hydrogels exhibit superior stiffness while maintaining mechanical and structural resilience. In vitro cytotoxicity and direct-contact assays confirm excellent cytocompatibility. These results establish a scalable and cost-effective design strategy for engineering mechanically robust, rate-adaptive hydrogels, advancing the development of next-generation artificial cartilage substitutes.

Indexed as

artificial cartilagedynamic compressionfreeze–thawhydrogelpolyethylene glycolpolyvinyl alcohol

Identifiers

PMID42354393
PMCPMC13298136

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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.