Evidence map›Paper›PMID 42293333›Full record

ArticleHuman mutation2026

Resveratrol Ameliorates Diabetic Peripheral Neuropathy via the AMPK/mTOR/Bcl-2 Axis: Integrative Evidence From Network Pharmacology, Mendelian Randomization, and Binding-Site Evolutionary Constraint.

Cheng Zhang, Guokang Mo, Yongxing Zhang, Hao Xu, Xiangjun Hu, Jian Zhang

Abstract read
In one paragraph

Article in Human mutation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Cheng ZhangDepartment of Orthopedics, Zhongshan Hospital Fudan University, Shanghai, China, fudan.edu.cn.ORCID https://orcid.org/0000-0002-5477-7961
Guokang MoDepartment of Orthopedics, Zhongshan Hospital Fudan University, Shanghai, China, fudan.edu.cn.ORCID https://orcid.org/0009-0003-0735-2199
Yongxing ZhangDepartment of Orthopedics, Zhongshan Hospital Fudan University, Shanghai, China, fudan.edu.cn.ORCID https://orcid.org/0009-0004-9871-8594
Hao XuDepartment of Orthopedics, Zhongshan Hospital Fudan University, Shanghai, China, fudan.edu.cn.ORCID https://orcid.org/0009-0006-7438-1944
Xiangjun HuDepartment of Rehabilitation Medicine, Zhongshan Hospital Fudan University, Shanghai, China, fudan.edu.cn.ORCID https://orcid.org/0000-0002-7637-9948
Jian ZhangDepartment of Orthopedics, Zhongshan Hospital Fudan University, Shanghai, China, fudan.edu.cn.ORCID https://orcid.org/0000-0003-1564-5162

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetic peripheral neuropathy (DPN) is a common diabetic complication with unclear pathogenesis. Current therapies are limited, and resveratrol shows potential in DPN but its therapeutic mechanisms remain unclear. Methods: Candidate targets and pathways were identified via network pharmacology and protein-protein interaction analysis. Two-sample MR was performed using eQTL and GWAS data to assess causal associations of PRKAA1, PRKAA2, MTOR, and BCL2 with DPN. Molecular docking was used to characterize ligand-target interactions, followed by mutational constraint analysis based on gnomAD to evaluate evolutionary conservation of binding-site residues. Functional validation was conducted in streptozotocin (STZ)-induced DPN mice and high-glucose-treated RSC96 Schwann cells and RAW264.7 macrophages, assessing nerve function, oxidative stress, apoptosis, and macrophage polarization. Results: Resveratrol significantly improved motor nerve conduction velocity, sensory function, and sciatic nerve integrity in DPN mice, while reducing oxidative stress and neuronal apoptosis. It promoted M2 macrophage polarization, with increased IL-10 and decreased TNF- Conclusions: Resveratrol alleviates DPN by modulating oxidative stress, apoptosis, and neuroinflammation via the AMPK/mTOR/Bcl-2 axis and macrophage polarization. The integration of causal inference and binding-site evolutionary constraint strengthens target validity and highlights resveratrol as a multitarget therapeutic candidate.

Indexed as

AMP-Activated Protein KinasesDiabetic NeuropathiesProto-Oncogene Proteins c-bcl-2ResveratrolTOR Serine-Threonine KinasesAnimalsApoptosisBinding SitesHumansMiceMolecular Docking SimulationNetwork PharmacologyOxidative StressRAW 264.7 CellsSignal TransductionAMP-Activated Protein KinasesProto-Oncogene Proteins c-bcl-2ResveratrolTOR Serine-Threonine Kinases

Identifiers

PMID42293333
PMCPMC13255016

What Socratic holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.