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基于网络药理学和分子对接的乾坤丹Ⅵ号治疗糖尿病肾脏疾病的机制研究
陈志勇1,2, 张金平2, 李连瑞2, 刘静2, 李天祥1
1.天津中医药大学, 天津 301617;2.天津市北辰区中医医院, 天津 300400
摘要:
[目的] 运用网络药理学研究方法探讨乾坤丹Ⅵ号防治糖尿病肾脏疾病(DKD)的作用机制。[方法] 基于TCMSP数据库获取乾坤丹Ⅵ号的化学成分及对应靶点,GeneCards、OMIM数据库检索DKD的疾病靶点;对药物与疾病靶点相映射得到乾坤丹Ⅵ号防治DKD的关键作用靶点,利用String数据库构建关键靶点的蛋白-蛋白相互作用(PPI)网络,运用Cytoscape软件筛选乾坤丹Ⅵ号防治DKD的核心靶点和功能模块,利用autodock软件对乾坤丹Ⅵ号的化学成分和核心蛋白进行分子对接。对关键靶点进行GO和KEGG通路富集分析,分析乾坤丹Ⅵ号对DKD的潜在作用机制。[结果] 得到乾坤丹Ⅵ号有效成分103种,靶点137个,预测靶点较多的成分有槲皮素、山柰酚、β-谷甾醇等,共得到关键靶点128个,分子功能模块6个。分子对接结果显示,乾坤丹Ⅵ号化学成分和靶点蛋白对接的平均结合能为-6.43 kcal/mol,其中槲皮素和PSGT2的结合能最高。GO和KEGG通路富集分析结果显示,乾坤丹Ⅵ号防治DKD与糖尿病并发症中的AGE-RAGE信号通路、Th17细胞分化、IL-17信号通路、钙信号通路、TNF信号通路、HIF-1信号通路等信号通路有关。[结论] 乾坤丹Ⅵ号通过多成分、多靶点、多信号通路的协同作用实现对DKD的防治作用,为乾坤丹Ⅵ号的进一步临床和实验研究提供了重要的科学依据。
关键词:  乾坤丹Ⅵ号  糖尿病肾脏疾病  网络药理学  分子对接  活性成分  靶点  信号通路
DOI:10.11656/j.issn.1672-1519.2021.07.22
分类号:R589
基金项目:横向技术服务项目(天津引种中药材规范化培育的系统研究);天津市科技计划项目(16ZXZYNC00060);国家中医药管理局全国中药资源普查项目(GZY-KJS-2018-004);天津市北辰区科技计划项目(SHGY-2020037)。
Study on the mechanism of Qiankundan Ⅵ in the treatment of diabetic kidney disease based on network pharmacology and molecular docking
CHEN Zhiyong1,2, ZHANG Jinping2, LI Lianrui2, LIU Jing2, LI Tianxiang1
1.Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China;2.Tianjin Beichen District Hospital of Traditional Chinese Medicine, Tianjin 300400, China
Abstract:
[Objective] To explore the mechanism of Qiankundan Ⅵ in preventing and treating diabetic kidney disease (DKD) by the method of network pharmacology.[Methods] The chemical components and corresponding targets of Qiankundan Ⅵ were obtained based on TCMSP database,and disease targets of DKD were searched by GeneCards and OMIM database. The key action targets of Qiankundan Ⅵ for prevention and treatment of DKD were obtained by mapping drugs and disease targets. The protein-protein interaction (PPI) network of key targets was constructed by using String database. The core targets and functional modules of Qiankundan Ⅵ for prevention and treatment of DKD were screened by using Cytoscape software. The chemical components and core proteins of Qiankundan Ⅵ were linked by using autodock software. GO and KEGG pathway enrichment analysis was carried out on key targets,and the potential action mechanism of Qiankundan Ⅵ on DKD was analyzed.[Results] There were 103 kinds of effective components and 137 targets in Qiankundan Ⅵ. Quercetin,kaempferol,β-sitosterol and other components with more predicted targets were obtained,including 128 key targets and 6 molecular functional modules. The results of molecular docking showed that the average binding energy between the chemical components of Qiankundan Ⅵ and the target protein was-6.43 kcal/mol,and the binding energy between quercetin and PSGT2 was the highest. The results of GO and KEGG pathway enrichment analysis showed that the prevention and treatment of DKD by Qiankundan Ⅵ was related to the AGE-RAGE signal pathway,Th17 cell differentiation,IL-17 signal pathway,calcium signal pathway,TNF signal pathway and HIF-1 signal pathway in diabetic complications.[Conclusion] Qiankundan Ⅵ can prevent and treat DKD through the synergistic effect of multi-components,multi-targets and multi-signal pathways,which provides an important scientific basis for further clinical and experimental research of Qiankundan Ⅵ.
Key words:  Qiankundan Ⅵ  diabetic kidney disease  network pharmacology  molecular docking  active ingredient  target point  signal pathway
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