Liu Jian, Pu Meng, Guo Di, Xiao Ying, Yin Jin-Zhu, Ma Dong, Ma Cun-Gen, Wang Qing
Research Center of Neurobiology, the Key Research Laboratory of Benefiting Qi for Acting Blood Circulation Method to Treat Multiple, Sclerosis of State Administration of Traditional Chinese Medicine, Shanxi University of Chinese Medicine, Jinzhong, 030619, Shanxi Province, China.
Caidian District People's Hospital, Wuhan City, 430100, Hubei Province, China.
J Transl Med. 2025 Jul 1;23(1):721. doi: 10.1186/s12967-025-06741-7.
The 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.
The 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.
PCB2 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.
This 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.
本研究旨在探讨原花青素B2(PCB2)在治疗多发性硬化症(MS)中的潜在作用及分子机制,以期为MS的精准治疗提供新策略。
从GEO、GeneCards、OMIM和DisGeNET等数据库收集PCB2的靶基因以及MS的疾病相关靶基因。运用R语言进行差异表达基因(DEG)鉴定、无监督聚类分析、免疫浸润分析、加权基因共表达网络分析(WGCNA)、基因本体(GO)分析和基因集富集分析(GSEA)。采用八种机器学习算法筛选关键基因,并构建列线图和ROC曲线以评估筛选出的生物标志物基因在MS诊断中的价值。通过这些分析,选择了四个与MS发病机制密切相关的关键基因,即钾离子通道亚家族H成员2(KCNH2)、前列腺素内过氧化物合酶1(PTGS1)、雌激素受体1(ESR1)和血管内皮生长因子A(VEGFA)。这些基因在与氧化应激相关的生物学过程中显著富集,是PCB2治疗MS的潜在靶点。此外,建立了关键基因 - 转录因子(TFs) - 微小RNA(miRNA)调控网络,初步探索这些基因的上游调控机制。同时,进行分子对接和单基因GSEA富集分析,以验证PCB2与这些关键基因之间的相互作用。最后,建立了CPZ(铜锌螯合剂)诱导的MS小鼠模型,并通过行为测试、病理染色、免疫荧光染色、ELISA、RT - PCR和蛋白质印迹检测方法验证了PCB2在MS治疗中的作用。
PCB2显著改善了CPZ诱导的MS小鼠的行为表现,包括增强运动协调性、降低焦虑和多动以及改善空间学习和记忆。此外,PCB2可促进髓鞘修复,并降低小鼠脑中的炎症反应和氧化应激水平。具体而言,TNF -α、IL -1β和IL -6等炎症因子的表达水平显著降低,而抗炎因子IL -10的表达水平升高,CAT、SOD和GSH - Px等抗氧化酶的活性显著增加。更重要的是,PCB2可上调KCNH2、PTGS1、ESR1和VEGFA基因及其相关蛋白的表达水平,这可能在与氧化应激相关的生物学过程中发挥重要作用。
本研究揭示了PCB2通过调节关键基因表达在MS治疗中的潜在作用,为MS的个性化治疗提供了理论依据和潜在治疗靶点。PCB2在MS治疗中显示出良好的应用前景。未来的研究将进一步验证这些关键基因的临床应用价值,并深入探索PCB2在MS治疗中的具体机制,旨在开发更有效的MS治疗方案。