Evidence map›Paper›PMID 40212659›Full record

ReviewSmall science2025

Polyphenol-Mediated Multifunctional Human-Machine Interface Hydrogel Electrodes in Bioelectronics.

Lili Jiang, Donglin Gan, Chuangyi Xu, Tingting Zhang, Mingyuan Gao, Chaoming Xie, Denghui Zhang, Xiong Lu

Abstract readReview
In one paragraph

Review in Small science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Ionic-Bionic Interfaces: Advancing Iontronic Strategies for Bioelectronic Sensing and Therapy.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  2. Advances in Soft Mechanocaloric Materials.Advanced functional materials · 2026
    Article
  3. Article
  4. Review
  5. Review
  6. 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

8 authors.

Lili JiangInstitute of Medical Industrial and Information Technology College of Information Science and Technology Zhejiang Shuren University Hangzhou Zhejiang 310015 China.ORCID https://orcid.org/0000-0003-4851-795X
Donglin GanJiangsu Collaborative Innovation Center of Biomedical Functional Materials Jiangsu Key Laboratory of Bio-functional Materials School of Chemistry and Materials Science Nanjing Normal University Nanjing 210023 China.
Chuangyi XuSchool of Traffic & Transportation Engineering Central South University Changsha 410000 China.
Tingting ZhangCollege of Engineering and Technology Southwest University Chongqing 400716 China.
Mingyuan GaoCollege of Engineering and Technology Southwest University Chongqing 400716 China.
Chaoming XieInstitute of Biomedical Engineering College of Medicine Southwest Jiaotong University Chengdu Sichuan 610031 China.
Denghui ZhangInstitute of Medical Industrial and Information Technology College of Information Science and Technology Zhejiang Shuren University Hangzhou Zhejiang 310015 China.ORCID https://orcid.org/0000-0003-4492-3643
Xiong LuInstitute of Biomedical Engineering College of Medicine Southwest Jiaotong University Chengdu Sichuan 610031 China.ORCID https://orcid.org/0000-0001-6367-430X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human-machine interface (HMI) electrodes enable interactions between humans and bioelectronic devices by facilitating electrical stimulation and recording neural activity. However, reconciling the soft, hydrated nature of living human tissues with the rigid, dry properties of synthetic electronic systems is inherently challenging. Overcoming these significant differences, which is critical for developing compatible, effective, and stable interfaces, has become a key research area in materials science and technology. Recently, hydrogels have gained prominence for use in HMI electrodes because these soft, hydrated materials are similar in nature to human tissues and can be tuned through the incorporation of nanofillers. This review examines the functional requirements of HMI electrodes and highlights recent progress in the development of polyphenol-mediated multifunctional hydrogel-based HMI electrodes for bioelectronics. Furthermore, aspects such as mussel-inspired and polyphenol-mediated adhesion, underlying mechanisms, tissue-matching mechanical properties, electrochemical performance, biocompatibility, biofouling resistance, stability under physiological conditions, anti-inflammatory, and antioxidant properties are discussed. Finally, applications in bioelectronics and further perspectives are outlined. Advances in HMI hydrogel electrodes are expected to facilitate the unprecedented integration of biological systems and electronic devices, potentially revolutionizing various biomedical fields and enhancing the capabilities and performance of bioelectronic devices.

Indexed as

human–machine interfaceshydrogelsmultifunctionspolyphenol‐mediated bioadhesions

Identifiers

PMID40212659
PMCPMC11935059

What OpenQuestion holds

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LicenceCC BY
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.