Evidence map›Paper›PMID 42622075›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Conformal Thermoreversible Gelatin-Based Gel for High-Fidelity Electrophysiological Recording and Acute Peripheral Nerve Interfacing.

Ruinan Hao, Yong Yuan, Jie Gao, Tong Wang, Jinzhi Du, Feng Tian, Xiaoli Li, Ruirui Qiao, Liqun Zhang, Jiajia Xue

Abstract read
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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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Ruinan HaoBeijing Laboratory of Biomedical Materials, Beijing University of Chemical Technology, Beijing, P. R. China.
Yong YuanState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, P. R. China.
Jie GaoBeijing Laboratory of Biomedical Materials, Beijing University of Chemical Technology, Beijing, P. R. China.
Tong WangBeijing Laboratory of Biomedical Materials, Beijing University of Chemical Technology, Beijing, P. R. China.
Jinzhi DuSchool of Medicine, South China University of Technology, Guangzhou, P. R. China.ORCID https://orcid.org/0000-0003-4037-1212
Feng TianBeijing Laboratory of Biomedical Materials, Beijing University of Chemical Technology, Beijing, P. R. China.
Xiaoli LiState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, P. R. China.ORCID https://orcid.org/0000-0003-1359-5130
Ruirui QiaoAustralian Institute for Bioengineering and Nanotechnology, The University of Queensland, St Lucia, QLD, Australia.ORCID https://orcid.org/0000-0002-8351-7093
Liqun ZhangState Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing, P. R. China.ORCID https://orcid.org/0000-0002-2103-6294
Jiajia XueBeijing Laboratory of Biomedical Materials, Beijing University of Chemical Technology, Beijing, P. R. China.ORCID https://orcid.org/0000-0002-7209-7935

Funding

Australian Research Council FT250100239Beijing High-Level Innovation and Entrepreneurship Talent Support Program 202504841018Beijing Natural Science Foundation L251074Interdisciplinary Research Center of Beijing University of Chemical Technology XK2025-05National Key R&D Program of China 2022YFC2408200National Natural Science Foundation of China 52221006National Natural Science Foundation of China 52473121National Natural Science Foundation of China 52588201
6 · The paper itself

Abstract

Conformal and tissue-adaptive bioelectronic interfacing remains a challenge for electrophysiological recording and nerve stimulation, particularly on irregular or hair-covered surfaces where conventional electrodes fail to maintain intimate, low-impedance contact. Here, we report a thermoreversible gelatin-based gel that transitions from a flowable precursor to a conformal conductive interface layer upon cooling, enabling both in situ formation on skin and use as a preformed compliant interlayer between metal electrodes and neural tissue. The gel integrates a uniformly dispersed carbon nanotube network with mobile ions from sodium chloride to support coexisting ionic and electronic transport pathways, while the gelatin-based matrix provides moisture retention and mechanical compliance. It achieves low interface impedance on hairless and hairy skin, outperforming commercial electrocardiogram gels, and electroencephalogram pastes. The gel's versatility is demonstrated across multiple modalities and species, including electrocardiography and acute peripheral nerve stimulation in rats, compound muscle action potential and sensory nerve action potential recordings in rhesus monkeys, and electroencephalography in humans. Beyond these cross-sectional assessments, repeated short-term recordings using the gel enable longitudinal evaluation of peripheral nerve functional recovery in nerve injury models. Together, this work establishes a tissue-adaptive and reconfigurable strategy for achieving stable, low-impedance bioelectronic interfacing across complex biological environments.

Indexed as

Electrophysiological PhenomenaGelatinPeripheral NervesTemperatureAction PotentialsAnimalsElectrodesGelsHumansMacaca mulattaNanotubes, CarbonRatsGelatinGelsNanotubes, Carbonbioelectronic interfaceconformal interfacesepidermal electrophysiologynerve stimulationthermoreversible gel

Identifiers

PMID42622075

What OpenQuestion holds

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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.