Evidence map›Paper›PMID 42568637›Full record

ReviewFrontiers in bioengineering and biotechnology2026

Bridging physics and biology in acupuncture: flexible multimodal bioelectronics for decoding the deqi microenvironment.

Zhanhao Wu, Yinhu Hu, Lei Song, Juan Jin, Chan Zhu, Yalan Chen, Yiyang Zhang, Jie Zhuang, Gang Xu

Abstract readReview
In one paragraph

Review in Frontiers in bioengineering and biotechnology, 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

9 authors.

Zhanhao Wu *Department of Rehabilitation Medicine, The Second Rehabilitation Hospital of Shanghai, Shanghai, China.
Yinhu Hu *Department of Rehabilitation Medicine, The Second Rehabilitation Hospital of Shanghai, Shanghai, China.
Lei SongDepartment of Rehabilitation Medicine, The Second Rehabilitation Hospital of Shanghai, Shanghai, China.
Juan JinDepartment of Rehabilitation Medicine, The Second Rehabilitation Hospital of Shanghai, Shanghai, China.
Chan ZhuCollege of Artificial Intelligence for Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Yalan ChenCollege of Artificial Intelligence for Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Yiyang ZhangCollege of Artificial Intelligence for Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
Jie Zhuang *Department of Rehabilitation Medicine, The Second Rehabilitation Hospital of Shanghai, Shanghai, China.
Gang Xu *College of Artificial Intelligence for Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinical standardization of acupuncture remains limited by its reliance on empirical tactile feedback and subjective patient sensations, a physiological response collectively termed Deqi. Here, the Deqi microenvironment refers to the local, time-varying tissue domain around the needle in which mechanical deformation, microvascular perfusion, biochemical mediator release and electrophysiological activity are coupled and measurable. Conventional rigid sensing architectures cannot decode this process without disturbing it, because their stiffness can create mechanical mismatch with soft tissues, distort dynamic signals and provoke non-physiological inflammatory artifacts at the biological interface. This review examines the evolution from conventional rigid instrumentation toward flexible, multimodal bioelectronics for high-fidelity quantification of needling kinematics. Sub-micron electrospun nanomeshes, liquid metals and low-dimensional carbon networks enable the decoding of manipulation dynamics without tactile interference. These conformal arrays also support real-time,

Indexed as

acupuncture digital twinsdeqi microenvironmentflexible bioelectronicsmechanotransductionneedling kinematics

Identifiers

PMID42568637
PMCPMC13447374

What OpenQuestion holds

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Registered trials

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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.