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Record W4406746630 · doi:10.62347/qauw2551

Therapeutic effect of Chinese Tuina on diabetic peripheral neuropathy: systematic review and meta-analysis

2025· review· en· W4406746630 on OpenAlexaboutno aff
Huixin Yan

Bibliographic record

VenueAmerican Journal of Translational Research · 2025
Typereview
Languageen
FieldMedicine
TopicPain Mechanisms and Treatments
Canadian institutionsnot available
FundersNational Key Research and Development Program of ChinaNatural Science Foundation of Jilin Province
KeywordsMedicineMeta-analysisPeripheral neuropathySystematic reviewPeripheralDiabetic neuropathyDiabetes mellitusMEDLINEInternal medicineEndocrinologyBiology

Abstract

fetched live from OpenAlex

OBJECTIVES: Clinical studies suggest that Chinese Tuina therapy may benefit diabetic peripheral neuropathy (DPN), but the evidence is inconclusive. This study evaluates its clinical efficacy and safety for DPN treatment. METHODS: Ten databases were searched, covering the period from their inception to February 21, 2024. Relevant data were extracted from studies meeting the inclusion criteria, and a meta-analysis was conducted using RevMan 5.3 software. RESULTS: A total of 24 randomized controlled trials (RCTs) involving 1,989 participants were included in the study. The meta-analysis results showed that, compared to a control group, the Chinese Tuina therapy group demonstrated a higher overall clinical efficacy rate and improved Toronto Clinical Scoring System (TCSS) scores, indicating that Chinese Tuina may provide benefits beyond conventional treatment. Furthermore, improvements were observed in the motor and sensory nerve conduction velocities (MNCV and SNCV) of certain specific nerves, such as the common peroneal nerve, sural nerve, and ulnar nerve. Although the differences in MNCV and SNCV of the tibial and median nerves were not statistically significant, the overall improvement in clinical outcome supports the conclusion that Chinese Tuina is superior to conventional treatment. CONCLUSION: Chinese Tuina therapy is a safe and effective treatment option for DPN. It can alleviate clinical symptoms and improve the MNCV of the common peroneal nerve as well as the SNCV of the sural and ulnar nerves. Its efficacy in the tibial and median nerves remains unconfirmed, highlighting a need for future large-scale, high-quality RCTs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.014
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.012
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0140.022
Bibliometrics0.0050.006
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.088
GPT teacher head0.466
Teacher spread0.378 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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