Evidence map›Paper›PMID 42638812›Full record

ArticleFrontiers in pain research (Lausanne, Switzerland)2026

Force-based manipulation via wearable focal vibration for pain relief and changes in gait biomechanics in diabetic peripheral neuropathy: a secondary analysis of a pilot trial.

Hongwu Wang, Raghuveer Chandrashekhar, Kyle W Ruffing, Roger B Fillingim

Abstract read
In one paragraph

Article in Frontiers in pain research (Lausanne, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

4 authors.

Hongwu WangDepartment of Occupational Therapy, Institute for Driving, Activity, Participation, and Technology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States.
Raghuveer ChandrashekharHuman Engineering Research Laboratories, University of Pittsburgh, Pittsburgh, PA, United States.
Kyle W RuffingDepartment of Neurology, College of Medicine, University of Florida, Gainesville, FL, United States.
Roger B FillingimCollege of Dentistry and the UF Pain Research & Intervention Center of Excellence, University of Florida, Gainesville, FL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetic peripheral neuropathy (DPN) disrupts somatosensory feedback, causing chronic pain, altered gait mechanics, and elevated fall risk. While force-based manipulations are known to modulate nociception and proprioception, their biomechanical effects and clinical efficacy in DPN remain underexplored. This secondary analysis investigated the effects of a wearable, force-based focal vibration therapy (FVT) on pain relief, estimated fall risk category, and gait performance in adults with DPN. Methods: We analyzed data from our single-blinded, parallel-group pilot trial of 28 participants (Experimental Group [EG], Results: The force-based intervention yielded exceptional compliance. In the EG, FVT significantly reduced pain interference with walking ( Conclusion: Targeted force-based manipulation via wearable FVT offers a highly feasible mechanism for pain relief and changes in gait biomechanics in DPN. By uncoupling neuropathic pain from functional ambulation, this intervention provides preliminary, hypothesis-generating evidence that supports the need for further investigation in fully powered trials.

Indexed as

diabetic peripheral neuropathyfocal vibration therapyforce-based manipulationgait biomechanicsneuropathic painneurophysiological regulation gait performance

Identifiers

PMID42638812
PMCPMC13500243

What Socratic holds

Textmetadata
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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 Socratic graph.