ArticleJournal of translational medicine2025
Translational medicine research on the role of key gene network modulation mediated by procyanidin B2 in the precise diagnosis and treatment of multiple sclerosis.
Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
objectiveThe present study aimed to investigate the potential role and molecular mechanism of procyanidin B2 (PCB2) in the treatment of multiple sclerosis (MS), with the hope of providing novel strategies for the precision treatment of MS.
methodsThe target genes of PCB2 and the disease-related target genes of MS were gathered from databases like GEO, GeneCards, OMIM, and DisGeNET. R language was employed for the identification of differentially expressed genes (DEGs), unsupervised clustering analysis, immune infiltration analysis, weighted gene co-expression network analysis (WGCNA), Gene Ontology (GO) analysis, and gene set enrichment analysis (GSEA). Eight machine learning algorithms were employed to screen key genes, and nomograms and ROC curves were constructed to assess the value of the screened biomarker genes in MS diagnosis. Through these analyses, four key genes closely associated with the pathogenesis of MS were selected, namely potassium ion channel subfamily H member 2 (KCNH2), prostaglandin-endoperoxide synthase 1 (PTGS1), estrogen receptor 1 (ESR1), and vascular endothelial growth factor A (VEGFA). These genes were significantly enriched in biological processes related to oxidative stress and served as potential targets for PCB2 in treating MS. Moreover, a key gene-transcription factor (TFs)-microRNA (miRNA) regulatory network was established to preliminarily explore the upstream regulatory mechanisms of these genes. Meanwhile, molecular docking and single-gene GSEA enrichment analysis were carried out to verify the interaction between PCB2 and these key genes. Finally, a CPZ (cuprizone)-induced mouse model of MS was set up, and the effects of PCB2 in MS treatment were verified by means of behavioral tests, pathological staining, immunofluorescence staining, ELISA, RT-PCR, and Western blot detection methods.
resultsPCB2 significantly improved behavioral performance in CPZ-induced MS mice, including enhanced motor coordination, reduced anxiety and hyperactivity, and improved spatial learning and memory. Additionally, PCB2 could promote myelin repair and decrease the levels of inflammatory response and oxidative stress in the mouse brain. Specifically, the expression levels of inflammatory factors such as TNF-α, IL-1β, and IL-6 decreased significantly, while the expression level of the anti-inflammatory factor IL-10 increased, and the activities of antioxidant enzymes like CAT, SOD, and GSH-Px increased notably. More importantly, PCB2 could upregulate the expression levels of the KCNH2, PTGS1, ESR1, and VEGFA genes and their related proteins, which may played significant roles in biological processes related to oxidative stress.
conclusionThis study disclosed the potential role of PCB2 in MS treatment by regulating the expression of key genes, providing a theoretical basis and potential therapeutic targets for personalized treatment of MS. PCB2 demonstrates good application prospects in MS treatment. Future research will further validate the clinical application value of these key genes and deeply explore the specific mechanism of PCB2 in MS treatment, aiming to develop more effective treatment regimens for MS.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.