Evidence map›Paper›PMID 42352888›Full record

ArticleInternational journal of molecular sciences2026

Validation of Paw Skin Hyperspectral Imaging for Assessing Neuropathic Pain Severity in a Chronic Constriction Injury Model.

Hsin-Che Wang, Liang-Yi Pan, Jason Sheehan, Meei-Ling Sheu, De-Wei Lai, Ying Ju Chen, Chien-Chia Wang, Hong Lin Su, Hsian-Min Chen, Hung-Chuan Pan

Abstract read
In one paragraph

Article in International journal of molecular sciences, 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
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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

10 authors.

Hsin-Che WangDepartment of Medical Research, Taichung Veterans General Hospital, Taichung 407219, Taiwan.
Liang-Yi PanInstitute of Biomedical Science, National Chung-Hsing University, Taichung 407219, Taiwan.
Jason SheehanDepartment of Neurosurgery, University of Virginia, Charlottesville, VA 22903, USA.
Meei-Ling SheuDepartment of Medical Research, Taichung Veterans General Hospital, Taichung 407219, Taiwan.ORCID 0000-0002-0431-1282
De-Wei LaiDepartment of Medical Research, Taichung Veterans General Hospital, Taichung 407219, Taiwan.
Ying Ju ChenPhD Program in Health and Social Welfare for Indigenous Peoples, Providence University, Taichung 407219, Taiwan.
Chien-Chia WangDepartment of Life Sciences, National Central University, Taoyuan 407219, Taiwan.
Hong Lin SuRong Hsing Research Center for Translational Medicine, National Chung-Hsing University, Taichung 407219, Taiwan.
Hsian-Min ChenDepartment of Medical Research, Taichung Veterans General Hospital, Taichung 407219, Taiwan.
Hung-Chuan PanDepartment of Medical Research, Taichung Veterans General Hospital, Taichung 407219, Taiwan.ORCID 0000-0003-3021-7676

Funding

National Science and Technology Council 113-2314-B-075A-007 -MY3Taichung Veterans General Hospital TCVGH-113G412Taichung Veterans General Hospital TCVGH-1143902CTaichung Veterans General Hospital TCVGH-1143907DTaichung Veterans General Hospital TCVGH-NCHU1147623Taichung Veterans General Hospital TCVGH-PU1148004
6 · The paper itself

Abstract

Neuropathic pain is a debilitating condition lacking objective and quantitative assessment tools, as current evaluations rely largely on subjective reports. Hyperspectral imaging (HSI) is a non-invasive technology that quantifies spatial and spectral tissue characteristics and has been applied in rheumatologic and metabolic disorders. This study investigated whether HSI-detected paw skin alterations correlate with graded nerve injury severity in a chronic constriction injury (CCI) model. Sprague-Dawley rats were assigned to sham or CCI groups with one to four sciatic nerve ligatures. Behavioral assessments (CatWalk XT gait analysis, thermal hyperalgesia, and mechanical allodynia) and paw HSI measurements were performed longitudinally. Histological and molecular analyses were conducted from paw skin to dorsal spinal cord tissues. At 1100 nm, HSI demonstrated progressive and significant spectral deviations proportional to injury severity across all CCI groups, whereas 1300 nm changes were only detected in severe injuries. Histology revealed increased fibrosis, NGF, TNF-α, synaptophysin, and microglial activation with greater injury severity, alongside reduced PGP9.5, neurofilament, AChR, Desmin, GAP-43, Pax3, and BDNF expression. These molecular findings were supported by electrophysiological and behavioral impairments, which correlated with injury grade by HSI. In conclusion, HSI at 1100 nm provides a sensitive and objective indicator of neuropathic pain severity and holds promise as a quantitative translational tool.

Indexed as

Hyperspectral ImagingNeuralgiaSkinAnimalsDisease Models, AnimalHyperalgesiaMaleRatsRats, Sprague-DawleySciatic NerveCatWalkchronic constriction injuryhyperspectral imagingmechanical allodynianeuropathic painthermal hyperalgesia

Identifiers

PMID42352888
PMCPMC13300190

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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.