Evidence map›Paper›PMID 42517698›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Toughening Artificial Spider Silk via Glue-Like Nanoparticle Crosslinks.

Guangkai Mei, Ziqian Zhang, Shaoli Fang, Boren Zhou, Yasi Liu, Ziyi Zhou, Yuhang Jia, Weiqiang Zhao, Wenjin Guo, Wenzhong Zhai and 2 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

12 authors.

Guangkai MeiState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.
Ziqian ZhangState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.
Shaoli FangAlan G. MacDiarmid Nanotech Institute, University of Texas at Dallas, Richardson, Texas, USA.
Boren ZhouDepartment of Science, China Pharmaceutical University, Nanjing, China.
Yasi LiuState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.
Ziyi ZhouState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.
Yuhang JiaState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.
Weiqiang ZhaoState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.ORCID https://orcid.org/0009-0000-2726-811X
Wenjin GuoState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.
Wenzhong ZhaiState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.
Xiang ZhouDepartment of Science, China Pharmaceutical University, Nanjing, China.
Zunfeng LiuState Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Functional Polymer Materials, Tianjin Key Laboratory of Functional Polymer Materials, Frontiers Science Center for New Organic Matter, College of Chemistry, Nankai University, Tianjin, China.ORCID https://orcid.org/0000-0002-7366-0275

Funding

Anhui Provincial Science and Technology Innovation Tackling Program 202423i08050057Beijing-Tianjin-Hebei Basic Research Cooperation Project J230023Frontiers Science Center for New Organic Matter, Nankai University 63181206Fundamental Research Funds for the Central Universities 63171219National Natural Science Foundation of China 22371300National Natural Science Foundation of China 22405134National Natural Science Foundation of China 22505122National Natural Science Foundation of China 52225306National Natural Science Foundation of China 52461160302National Natural Science Foundation of China 52550003Tianjin Science and Technology Program 23JCZDJC00880Tianjin Science and Technology Program 25JCYBJC01420
6 · The paper itself

Abstract

Natural spider silk achieves its exceptional performance through the synergy of rigid β-crystallite anchors and stretchable, energy-dissipating β-sheet domains. However, perfectly replicating this architecture in biomimetic systems remains a significant challenge. Here, we report the development of super-tough artificial silk fibers utilizing a hybrid covalently anchored network (CGN) architecture based on bioinspired glue-like nanoparticles (GNPs). By integrating these GNP cross-links into a stable covalent network, we created a system where adsorbed polymer chains on the GNPs form dynamic loops with substantial hidden lengths. Upon stretching, these loops unfold and dissipate massive energy via the sacrificial rupture of interfacial bonds, mimicking natural β-sheet domains. Crucially, adjusting GNP cross-link size and interfacial binding strength enables precise tuning of the fiber's mechanical balance. Furthermore, the stable covalent skeleton serves as a topological anchor, imposing entropic penalties on chain desorption. This constraint suppresses polymer detachment from the GNP surfaces, compelling chains to undergo stress-induced orientation and assemble into highly aligned nanofibrils. The resulting fibers achieve a tensile strength of 1.25 GPa and a toughness of 306 MJ m

Indexed as

AdhesivesBiomimetic MaterialsNanoparticlesSilkSpidersAnimalsTensile StrengthAdhesivesSilkactuatorsfunctional crosslinkershumidity‐responsive materialsstrong and tough fiberssynthetic fibers

Identifiers

PMID42517698
PMCPMC13579228

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.