ArticleJournal of translational medicine2023
Uncovering the mechanism of resveratrol in the treatment of diabetic kidney disease based on network pharmacology, molecular docking, and experimental validation.
Article in Journal of translational medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 61 papers.
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Who cites it
61 citing papers in PubMed, 88 citations in OpenAlex.
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- Integrative bioinformatics analysis of Lianmei granules in diabetic nephropathy: Epidemiological and molecular insights.Medicine · 2026Article
- Ubiquitination-Related Diagnostic Biomarkers for Diabetic Nephropathy: Insights From Multiomic Analysis, Drug Docking, and Experimental Validation.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026Article
- Hexosamine biosynthesis drives hemocyanin O-GlcNAcylation to potentiate antibacterial immunity in shrimp.The Journal of biological chemistry · 2026Article
- Elucidating the therapeutic targets and multi-target mechanisms of salvianolic acid A for diabetic nephropathy.Mammalian genome : official journal of the International Mammalian Genome Society · 2026Article
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- Mechanisms of hesperetin in alleviating diabetic nephropathy: Network pharmacology, molecular docking, and experimental validation.Journal of diabetes investigation · 2026Article
- Alisol B 23-acetate alleviates high-fat diet-induced insulin resistance by activating the SIRT1/FOXO1 axis and PI3K/AKT pathway.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Urate-lowering effect of delphinidin-3-glucoside in red kidney beans via binding to the FAD site of the XO enzyme.Journal of advanced research · 2026Article
- Diabetes and its complications: molecular mechanisms, prevention and treatment.Signal transduction and targeted therapy · 2026Review
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- Unifying Phytochemistry, Analytics, and Target Prediction to AdvanceLife (Basel, Switzerland) · 2026Review
- Multiomics Integration Prioritizes ZFP36L1 as a Candidate Susceptibility Gene Associated With Inflammatory and Angiogenic Pathways in Diabetic Retinopathy.Journal of diabetes research · 2026Article
- Regulatory networks of post-translational modifications in diabetic kidney disease: from pathogenic mechanisms to therapeutic frontiers.Frontiers in endocrinology · 2026Review
- Resveratrol and Renal Biomarkers in Type 2 Diabetes: An Updated Systematic Review and Meta-Analysis of Randomized Controlled Trials.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- Identification and validation of biomarkers associated with lactic acid metabolism in diabetic nephropathy.PeerJ · 2026Article
- Chinese Yam Polysaccharide Ameliorates Obesity by Promoting Lipolysis Via the cAMP/PKA Signaling Pathway.Chemistry & biodiversity · 2026Article
- An Exploratory Analysis of Potential Core Targets and Signaling Pathways Linking Dexmedetomidine to Diabetes Insipidus: Integration of FAERS Pharmacovigilance Data, Network Toxicology and Clinical Transcriptomics.Drug design, development and therapy · 2026Article
1 more citing papers are in PubMed but not listed here.
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDiabetic kidney disease (DKD) has been the leading cause of chronic kidney disease in developed countries. Evidence of the benefits of resveratrol (RES) for the treatment of DKD is accumulating. However, comprehensive therapeutic targets and underlying mechanisms through which RES exerts its effects against DKD are limited.
methodsDrug targets of RES were obtained from Drugbank and SwissTargetPrediction Databases. Disease targets of DKD were obtained from DisGeNET, Genecards, and Therapeutic Target Database. Therapeutic targets for RES against DKD were identified by intersecting the drug targets and disease targets. GO functional enrichment analysis, KEGG pathway analysis, and disease association analysis were performed using the DAVID database and visualized by Cytoscape software. Molecular docking validation of the binding capacity between RES and targets was performed by UCSF Chimera software and SwissDock webserver. The high glucose (HG)-induced podocyte injury model, RT-qPCR, and western blot were used to verify the reliability of the effects of RES on target proteins.
resultsAfter the intersection of the 86 drug targets and 566 disease targets, 25 therapeutic targets for RES against DKD were obtained. And the target proteins were classified into 6 functional categories. A total of 11 cellular components terms and 27 diseases, and the top 20 enriched biological processes, molecular functions, and KEGG pathways potentially involved in the RES action against DKD were recorded. Molecular docking studies showed that RES had a strong binding affinity toward PPARA, ESR1, SLC2A1, SHBG, AR, AKR1B1, PPARG, IGF1R, RELA, PIK3CA, MMP9, AKT1, INSR, MMP2, TTR, and CYP2C9 domains. The HG-induced podocyte injury model was successfully constructed and validated by RT-qPCR and western blot. RES treatment was able to reverse the abnormal gene expression of PPARA, SHBG, AKR1B1, PPARG, IGF1R, MMP9, AKT1, and INSR.
conclusionsRES may target PPARA, SHBG, AKR1B1, PPARG, IGF1R, MMP9, AKT1, and INSR domains to act as a therapeutic agent for DKD. These findings comprehensively reveal the potential therapeutic targets for RES against DKD and provide theoretical bases for the clinical application of RES in the treatment of DKD.
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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.