ReviewSmall science2025
Polyphenol-Mediated Multifunctional Human-Machine Interface Hydrogel Electrodes in Bioelectronics.
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.
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.
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.
Who cites it
6 citing papers in PubMed.
- Ionic-Bionic Interfaces: Advancing Iontronic Strategies for Bioelectronic Sensing and Therapy.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Advances in Soft Mechanocaloric Materials.Advanced functional materials · 2026Article
- Effect of Ultrasonic Treatment of Dispersed Carbon Nanocomposite Media on the Formation, Electrical Conductivity, and Degradation of a Hydrogel for Metallic Stimulation Electrodes.Gels (Basel, Switzerland) · 2025Article
- Review
- Recent Progress of Biomaterial-Based Hydrogels for Wearable and Implantable Bioelectronics.Gels (Basel, Switzerland) · 2025Review
- Hydrogel-Based Biointerfaces: Recent Advances, Challenges, and Future Directions in Human-Machine Integration.Gels (Basel, Switzerland) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.