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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 OpenAlex
Huixin Yan

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.750
Threshold uncertainty score0.785

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0100.003
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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