Evidence map›Paper›PMID 42481464›Full record

ArticleNature communications2026

Root-inspired hierarchical hydrogel-electrode interface enables ultrasensitive sensing.

Jie Tang, Yuan He, Ruiqi Guo, Qiao Hu, Yuanji Yao, Zicai Zhu, Dayu Zhang, Hongbo Wei, Xinyu Li, Masuki Kawamoto and 4 more

Abstract read
In one paragraph

Article in Nature communications, 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

14 authors.

Jie Tang *School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China.ORCID http://orcid.org/0000-0001-6174-2209
Yuan He *State Key Laboratory of Flexible Electronics (LoFE) & Institute of Flexible Electronics (IFE), Ningbo Institute of Northwestern Polytechnical University and Xi'an Institute of Biomedical Materials & Engineering (IBME), Northwestern Polytechnical University (NPU), 127 West Youyi Road, Xi'an, China.ORCID http://orcid.org/0000-0002-4149-2609
Ruiqi Guo *Emergent Soft System Research Team, RIKEN CEMS, 2-1 Hirosawa, Wako, Saitama, Japan.
Qiao HuSchool of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China. hqxjtu@xjtu.edu.cn.ORCID http://orcid.org/0000-0001-9492-0761
Yuanji YaoSchool of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Zicai ZhuSchool of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Dayu ZhangSchool of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Hongbo WeiSchool of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Xinyu LiSchool of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Masuki KawamotoSolid State Chemistry Laboratory, RIKEN Pioneering Research Institute, 2-1 Hirosawa, Wako, Saitama, Japan.ORCID http://orcid.org/0000-0003-3101-4416
Sunghoon LeeEmergent Soft System Research Team, RIKEN CEMS, 2-1 Hirosawa, Wako, Saitama, Japan.
Takao SomeyaEmergent Soft System Research Team, RIKEN CEMS, 2-1 Hirosawa, Wako, Saitama, Japan.ORCID http://orcid.org/0000-0003-3051-1138
Jian LvFrontier Institute of Science and Technology (FIST), Xi'an Jiaotong University Interdisciplinary Research Center of Frontier Science and Technology, Xi'an, Shaanxi, China. jianlv@xjtu.edu.cn.ORCID http://orcid.org/0000-0003-3425-2882
Peng LiState Key Laboratory of Flexible Electronics (LoFE) & Institute of Flexible Electronics (IFE), Ningbo Institute of Northwestern Polytechnical University and Xi'an Institute of Biomedical Materials & Engineering (IBME), Northwestern Polytechnical University (NPU), 127 West Youyi Road, Xi'an, China. iampli@nwpu.edu.cn.ORCID http://orcid.org/0000-0002-5876-2177

Funding

National Natural Science Foundation of China (National Science Foundation of China) 52473265
6 · The paper itself

Abstract

Ultrasensitive detection of low-frequency and weak-pressure stimuli is crucial for non-invasive wearable physiological signal monitoring, human-machine interfaces, and sonar technologies. Hydrogels, with their low elastic modulus, high conformability, and tunable functionality, have been explored as suitable candidate materials for transduction of such signals. However, conventional hydrogel-based sensors lacking effective interfacial integration or surface engineering are often constrained by weak interfacial adhesion and microstructural fragility, resulting in compromised signal stability. Therefore, overcoming these limitations requires a robust interfacial design that can simultaneously enhance mechanical robustness and stabilize signal transmission. Here, we report a root-inspired hydrogel-electrode interface that integrates dendritic metallic nano-roots interfacial locking and monolithically fabricated microarray architectures. This nano/micro-hierarchical interface synergistically enhances sensing performance through amplified electrical double-layer capacitance, providing an ultralow detection limit of ~0.38 Pa, a gauge factor of 6.0 in the low-pressure region, reliable responses across 50-900 Hz, and stable performance. This strategy offers a versatile approach for realizing robust and ultrasensitive hydrogel-based sensors operating under weak and low-frequency stimuli.

Identifiers

PMID42481464
PMCPMC13500718

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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.