Evidence map›Paper›PMID 42312569›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Bioinspired Time-Gradient Self-Healing Polyurethane/Epoxy Covalent Dynamic Networks Enhanced by GO/ZIF-8@Curcumin for Marine Protection.

Zhongkai Zhao, Siming Ren, Xiaobo Zhu

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 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

3 authors.

Zhongkai ZhaoState Key Laboratory of Advanced Marine Materials, Zhejiang Key Laboratory of Extreme-environmental Material Surfaces and Interfaces, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China.
Siming RenState Key Laboratory of Advanced Marine Materials, Zhejiang Key Laboratory of Extreme-environmental Material Surfaces and Interfaces, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China.
Xiaobo ZhuState Key Laboratory of Advanced Marine Materials, Zhejiang Key Laboratory of Extreme-environmental Material Surfaces and Interfaces, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China.

Funding

China Postdoctoral Science Foundation No.2023M743621China Postdoctoral Science Foundation No. 2023TQ0361National Key R&D Program of China No. 2024YFF0510100National Natural Science Foundation of China No. 52501132Natural Science Foundation of Ningbo Municipality 2024QL021Robotic AI-Scientist platform of Chinese "Academy of Sciences"Strategic Priority Research Program of the Chinese Academy of Sciences No. XDB1210401Zhejiang Provincial Natural Science Foundation of China LQN25E010010
6 · The paper itself

Abstract

Self-healing anti-corrosion systems based on either extrinsic or intrinsic triggers typically rely on a single repair mechanism, limiting their long-term reliability in marine environments. Inspired by the self-healing process of damaged skin tissue, we report an extrinsic-intrinsic time-sequential gradient cooperative self-healing anti-corrosion coating, fabricated by embedding curcumin-loaded graphene oxide/ZIF-8 (GO/ZIF-8@CCM) nanosheets into a tough polyurethane/epoxy covalent dynamic network. By precisely regulating the distribution of disulfide and sextuple hydrogen bonds within the copolymer network, as well as the interfacial interactions between GO/ZIF-8@CCM nanosheets and the resin matrix, multi-mechanism synergistic toughening is realized. The resulting composite exhibits a high tensile strength of 23.29 MPa, exceptional stretchability of 542.97%, and outstanding self-healing performance (76.48% at 25°C for 4 h). Notably, pH-responsive nanosheets mediate the rapid release of curcumin for extrinsic repair, while the reconstruction of multiple dynamic bonds in the covalent network enables intrinsic self-healing, operating in a time-sequenced synergistic manner to achieve rapid and durable self-healing. Even post-damage and 20 days of immersion, the coating maintains an impedance modulus of 1.09 × 10

Indexed as

anti‐corrosionGO/ZIF‐8@CCM nanosheetsPU/EP covalent adaptable networkskin‐inspiredtime‐gradient self‐healing

Identifiers

PMID42312569
PMCPMC13432448

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.