Evidence map›Paper›PMID 41950329›Full record

ArticleScience advances2026

Filament sensing tension: A bionic artificial tendon for self-force-regulated artificial muscle-driven wearable robotics.

Disheng Xie, Haoyu Wang, Yujie Su, Shuk Fan Tong, Xiaolu Li, Minghao Liu, Xiangqian Shi, Shaoshuai He, Jingjing Fu, Xian Song and 5 more

Abstract read
In one paragraph

Article in Science advances, 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

15 authors.

Disheng XieDepartment of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.ORCID 0000-0002-3229-0159
Haoyu WangDepartment of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.ORCID 0000-0003-0707-3280
Yujie SuDepartment of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.ORCID 0000-0001-8066-5704
Shuk Fan TongDepartment of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.ORCID 0009-0009-6624-8141
Xiaolu LiSchool of Fashion and Textiles, The Hong Kong Polytechnic University, Hong Kong, China.ORCID 0009-0009-1391-1093
Minghao LiuDepartment of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.
Xiangqian ShiDepartment of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.ORCID 0000-0002-9435-1244
Shaoshuai HeThrust of Sustainable Energy and Environment, The Hong Kong University of Science and Technology (Guangzhou), Nansha, Guangzhou, Guangdong 511400, China.ORCID 0009-0007-3599-2483
Jingjing FuDepartment of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, China.ORCID 0000-0001-5500-6969
Xian SongDepartment of Sports Science, Zhejiang University, Hangzhou, Zhejiang 310058, China.ORCID 0000-0002-5193-9478
Xin XiaThrust of Sustainable Energy and Environment, The Hong Kong University of Science and Technology (Guangzhou), Nansha, Guangzhou, Guangdong 511400, China.ORCID 0000-0002-7177-5028
Joanne Yiu Wan YipSchool of Fashion and Textiles, The Hong Kong Polytechnic University, Hong Kong, China.
Zheng LiDepartment of Surgery, The Chinese University of Hong Kong, Hong Kong, China.
Yunlong ZiDepartment of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.ORCID 0000-0002-5133-4057
Raymond Kaiyu TongDepartment of Biomedical Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, China.ORCID 0000-0003-4375-653X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Artificial muscles have been in development for decades and play a crucial role in the field of wearable robotics. However, a universal device for both sensing and regulating forces in artificial muscles is still absent, rendering scenario-required force control unfeasible. Inspired by Golgi tendon organs, this work proposes bionic ExoTendon for force sensing and regulating in artificial muscles as a general solution. Leveraging the principles of triboelectrification and electrostatic induction, the ExoTendon offers high linearity, minimal hysteresis, and adjustable sensitivity and range, making it suitable as the tendon of artificial muscles. Specifically, the ExoTendon effectively enable adjustment to the pretension of the artificial muscles, yielding various assistive forces under the same input. With the optimized pretension level and closed-loop force control, the artificial muscle-based exosuit achieves self-force regulation, substantially improving walking balance and speed in stroke subjects under low input, demonstrating its promise in wearable robotics and rehabilitation medicine.

Indexed as

Artificial OrgansBionicsMuscle, SkeletalRoboticsTendonsWearable Electronic DevicesHumans

Identifiers

PMID41950329
PMCPMC13060585

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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.