Evidence map›Paper›PMID 41251508›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Autonomous Spatiotemporal Regulation of Reversible Hydrogel Actuators by Chemical Reaction Networks.

Fan Liao, Ajith George, Xiao-Meng Sui, Sergey N Semenov

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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

4 authors.

Fan LiaoDepartment of Molecular Chemistry and Materials Science, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Ajith GeorgeDepartment of Molecular Chemistry and Materials Science, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Xiao-Meng SuiDepartment of Chemical Research Support, Weizmann Institute of Science, Rehovot, 7610001, Israel.
Sergey N SemenovDepartment of Molecular Chemistry and Materials Science, Weizmann Institute of Science, Rehovot, 7610001, Israel.ORCID https://orcid.org/0000-0002-5829-2283

Funding

China Scholarship CouncilChinese Government Scholarship 202206825016Israel Science Foundation 1562/23Nanchang University
6 · The paper itself

Abstract

Achieving autonomous spatiotemporal regulation of reversible hydrogel movement remains challenging, as existing approaches typically rely on external regulation or irreversible actuation mechanisms. This work presents the autonomous spatiotemporal regulation of reversible hydrogel actuators using thiol-based chemical reaction networks (CRNs). The core innovation is a bilayer actuator whose active layer is functionalized with phenylcyanoacrylate Michael acceptors. In their initial state, these groups are hydrophobic, keeping the active layer moderately collapsed. Binding to thiols, such as cysteamine or thiocholine, converts the acceptors into more hydrophilic adducts. This change drives water uptake, causing the active layer to swell and the entire structure to bend. The screening revealed that a methoxy-substituted acceptor provides the optimal balance of binding strength and reversibility for robust actuation. Autonomous control of reversible actuation is achieved by an autocatalytic, thiol-producing CRN coupled with negative feedback in the form of slow oxidation of thiols or their irreversible addition to acrylamides. In the hydrogel, this CRN generates a wave of thiols, which causes forward and reverse actuation. This principle is demonstrated with linear, flower-shaped, and hand-like actuators. This integrated system, which unites reversible chemistry with spatiotemporal control, takes a significant step toward emulating the autonomy of motion found in living systems.

Indexed as

actuatorsautocatalysischemical reaction networkshydrogelsthiols

Identifiers

PMID41251508
PMCPMC12862747

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.