Evidence map›Paper›PMID 40593469›Full record

ArticleNature communications2025

Recyclable self-secreting autonomous healing dielectrics for millisecond water quality sensing.

Mengmeng Liu, Hongchen Guo, Yu Jun Tan, Kelu Yu, Qiye Guan, Evgeny Zamburg, Wen Cheng, Xinyu Wang, Lili Zhou, Haiming Chen and 11 more

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Autonomous Polymer Frameworks for Sustainable Tissue-Interfaced Plastic Bioelectronics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    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

21 authors.

Mengmeng Liu *Department of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.
Hongchen Guo *Department of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-9133-1619
Yu Jun TanDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-3828-9490
Kelu YuDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.
Qiye GuanInstitute of Applied Physics and Materials Engineering, University of Macau, Taipa, Macau, China.
Evgeny ZamburgDepartment of Electrical and Computer Engineering (ECE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-4672-2813
Wen ChengDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-9063-1177
Xinyu WangDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.
Lili ZhouDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.
Haiming ChenDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0003-3146-6703
Yunxia JinInstitute for Health Innovation & Technology (iHealthtech), National University of Singapore, Singapore, Singapore.
Xu ChengDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.
Fang-Cheng LiangDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0003-4795-1527
Baoshan TangDepartment of Electrical and Computer Engineering (ECE), National University of Singapore, Singapore, Singapore.
Hashina Parveen Anwar AliDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.
Jingyi YangDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0002-3757-8944
Chaobin HeDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0001-8200-8337
Yongqing CaiInstitute of Applied Physics and Materials Engineering, University of Macau, Taipa, Macau, China.ORCID http://orcid.org/0000-0002-3565-574X
Aaron Voon-Yew TheanDepartment of Electrical and Computer Engineering (ECE), National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0003-2418-6404
Zhong Lin WangBeijing Institute of Nanoenergy and Nanosystems, Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0000-0002-5530-0380
Benjamin C K TeeDepartment of Materials Science and Engineering (MSE), National University of Singapore, Singapore, Singapore. benjamin.tee@nus.edu.sg.ORCID http://orcid.org/0000-0002-9180-4105

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Developing a sustainable, in-situ responsive sensing method for continuously monitoring water quality is crucial for water use and quality management globally. Conventional water quality monitoring sensors face challenges in achieving ultrafast response time and are non-recyclable. We present a self-assembly approach for a closed-loop recyclable, autonomous self-healing and transparent dielectric material with nanostructured amphiphobic surfaces (termed 'ReSURF'). Our approach uses tribo-negative small molecules that spontaneously secrete onto the surface of the fluorine dielectric matrix via biomimetic microphase separation within minutes. ReSURF devices achieve millisecond water quality sensing response time (~6 ms), high signal-to-noise ratio (~30.7 dB) and can withstand large mechanical deformations (>760%, maximum of 1000% strain). We show ReSURF can be readily closed-loop recycled for reuse, underscoring its versatility. We further demonstrated its use in a soft stretchable fish-like robot for real-time water contamination (including perfluorooctanoic acid, a member of per- and polyfluoroalkyl substances (PFAS) and oily pollutants) assessments.

Identifiers

PMID40593469
PMCPMC12218104

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.