Evidence map›Paper›PMID 40204743›Full record

ArticleNature communications2025

Temperature-triggered inflatable hydrogel muscles with snap-through instability for untethered robots.

Yande Cui, Jianhua Hu, Ziyang Dong, Bing Li, Chunyu Chang

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
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  4. Review
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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.

Yande CuiDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430070, China.
Jianhua HuCollege of Chemistry and Molecular Sciences, Wuhan University, Wuhan, 430072, China.
Ziyang DongCollege of Chemistry and Molecular Sciences, Wuhan University, Wuhan, 430072, China.
Bing LiDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430070, China. bingli2023@whu.edu.cn.
Chunyu ChangDepartment of Urology, Zhongnan Hospital of Wuhan University, Wuhan, 430070, China. changcy@whu.edu.cn.ORCID http://orcid.org/0000-0002-3531-5964

Funding

National Natural Science Foundation of China (National Science Foundation of China) 52373104
6 · The paper itself

Abstract

Pneumatic artificial muscles have been widely used in the field of robotics because of their large output force and fast actuation, however, the accompanying bulky compressors and pumps limit their miniaturized applications. Despite current untethered pneumatic artificial muscles can be driven by adjusting the internal pressure, it is challenging to structurally mimic natural muscles with high water content. Here, we propose untethered pneumatic artificial muscles comprising a hydrogel actuator with snap-through instability and an air storage chamber. These hydrogel actuators can realize the conversion from hydrophobic association of octyl acrylate moieties to host-guest interaction between β-cyclodextrin and octyl acrylate under thermal stimuli, leading to the decrease of their moduli. The inflated hydrogel actuators exhibit rapid actuation with a radial expansion speed of 200% s

Identifiers

PMID40204743
PMCPMC11982279

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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.