基于网络药理学和高通量测序探析丹参酮ⅡA治疗慢性心力衰竭的分子机制OA
The Molecular Mechanisms of Tanshinone ⅡA in Treating Chronic Heart Failure Based on Network Pharmacology and High-Throughput Sequencing
目的:整合网络药理学结合分子对接技术,联合高通量测序数据集,系统解析丹参酮ⅡA干预慢性心力衰竭(CHF)的潜在作用机制.方法:从PubChem数据库获取丹参酮ⅡA的SMILES表达式及2D结构,分别导入SwissTarget Prediction、PharmMapper、SuperPred数据库筛选成分靶点;从GeneCards、OMIM数据库获取CHF疾病靶点,取交集得到共同靶点.通过String数据库构建蛋白质-蛋白质互作(PPI)网络,利用Cytoscape筛选核心Hub基因;借助DAVID平台进行GO功能与KEGG通路富集分析;采用AutoDock软件完成丹参酮ⅡA与Hub基因编码蛋白的分子对接;最后基于GEO数据库的GSE185631高通量测序数据集对核心基因及富集通路进行验证.结果:共筛选得到丹参酮ⅡA候选靶点443个、CHF疾病靶点3312个,交集靶点221个;经Cytoscape筛选出CASP3、EGFR、MAPK1等10个核心Hub基因.KEGG富集分析显示交集基因显著富集于PI3K-Akt、MAPK、EGFR等信号通路.分子对接结果显示丹参酮ⅡA与10个Hub基因的结合能均低于-5.0 kcal/mol,其中与MAPK1结合能最低(-9.0 kcal/mol),可形成稳定氢键结合.GSE185631数据集验证显示,CHF模型组EGFR、MAPK1、NF-κB表达显著上调(P<0.01),干预后三者表达出现显著差异(P<0.05),差异基因富集通路与预测结果高度重叠.结论:丹参酮ⅡA可通过多靶点、多通路协同调控心肌纤维化、氧化应激及炎症反应等CHF核心病理过程发挥治疗作用,其中EGFR、MAPK1、NF-κB是其关键调控靶点,本研究为丹参酮ⅡA用于CHF治疗提供了可靠的实验依据.
Objective:To explore the mechanism of tanshinone ⅡA in the treatment of chronic heart failure(CHF)through network pharmacology,molecular docking,and high-throughput sequencing datasets.Methods:The SMILES notation and 2D structure of tanshinone ⅡA were retrieved from the PubChem database and imported into SwissTarget Prediction,PharmMapper,and SuperPred databases to screen compound-related targets.CHF-associated disease targets were collected from the GeneCards and OMIM databases,and intersecting targets were identified.A protein-protein interaction(PPI)network was constructed using the STRING database,and hub genes were screened via Cytoscape.GO functional and KEGG pathway enrichment analyses were performed on the DAVID platform.Molecular docking between tanshinone ⅡA and proteins encoded by hub genes was conducted using AutoDock software.Finally,core genes and enriched pathways were validated using the GSE185631 high-throughput sequencing dataset from the GEO database.Results:A total of 443 candidate targets for tanshinone ⅡA and 3312 CHF-related disease targets were screened,yielding 221 intersecting targets.Ten core hub genes,including CASP3,EGFR,and MAPK1,were identified via Cytoscape.KEGG enrichment analysis revealed that the intersecting targets were significantly enriched in key signaling pathways such as PI3K-Akt,MAPK,and EGFR.Molecular docking results showed that the binding energies between tanshinone ⅡA and all 10 hub proteins were lower than-5.0 kcal/mol,with the lowest binding energy observed for MAPK1(-9.0 kcal/mol),indicating stable hydrogen bond interactions.Validation using the GSE185631 dataset demonstrated that the expression levels of EGFR,MAPK1,and NF-κB were significantly upregulated in the CHF model group(P<0.01)and showed marked differences after intervention(P<0.05).The enriched pathways of differentially expressed genes were highly consistent with the predicted results.Conclusion:Tanshinone ⅡA exerts therapeutic effects on CHF by coordinately regulating core pathological processes including myocardial fibrosis,oxidative stress,and inflammatory responses through multi-target and multi-pathway mechanisms.EGFR,MAPK1,and NF-κB were identified as its key regulatory targets,providing reliable experimental evidence for the application of tanshinone ⅡA in CHF treatment.
李俊楠;刘玉龙;葛岚;程晓昱
安徽中医药大学,安徽 合肥 230012安徽中医药大学,安徽 合肥 230012安徽中医药大学,安徽 合肥 230012||安徽中医药大学第一附属医院,安徽 合肥 230031安徽中医药大学第一附属医院,安徽 合肥 230031
医药卫生
丹参酮ⅡA慢性心力衰竭网络药理学分子机制
Tanshinone ⅡAchronic heart failurenetwork pharmacologymolecular mechanism
《中医康复》 2026 (9)
18-25,8
国家中医药管理局高水平中医药重点学科中医老年病专科建设项目(国中医药人教函[2023]85号)2023年安徽省卫生健康委财政支持重点项目(AHWJ2023A10087)安徽省中医药传承创新科研项目计划(2024CCX277)第三批安徽省名中医学术经验继承工作指导老师及继承人项目(皖中医药函[2025]10号)安徽省中医药学术流派传承工作室建设项目(皖中医药发展秘[2021]30号)2024年度高等学校省级质量工程项目(2024jyxm0806)
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