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基于分子对接、网络药理学和微阵列数据分析的系统生物信息学方法,探讨熟地黄治疗心血管疾病的作用机制。

System Bioinformatic Approach Through Molecular Docking, Network Pharmacology and Microarray Data Analysis to Determine the Molecular Mechanism Underlying the Effects of Rehmanniae Radix Praeparata on Cardiovascular Diseases.

机构信息

Engineering Research Center of Chinese Medicine Resource, Ministry of Education, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China.

Department of Molecular Biology, Institute of Genetics and Animal Breeding of the Polish Academy of Sciences, ul. Postepu 36A, Jastrzębiec, 05-552 Magdalenka, Poland.

出版信息

Curr Protein Pept Sci. 2019;20(10):964-975. doi: 10.2174/1389203720666190610161535.

Abstract

Cardiovascular diseases (CVDs) are the leading cause of mortality worldwide. Rehmanniae Radix Praeparata (RRP) is a popular medicinal herb widely used in traditional Chinese medicine (TCM) to treat CVDs. However, the development of this novel therapeutic product has been stagnant, and its molecular mechanism of action remains unclear. This study aims to explore the effective ingredients of RRP against CVDs, especially atherosclerosis (AS). Using the AutoDock Vina software, the RRP's ingredients were docked with the targets which can be collected by RCSB and UniProt. Then the screened ingredients and targets could be used to dispose the pathways by the Kyoto Encyclopedia of Genes and Genomes (KEGG). We used GEO, GCBI and DAVID databases to analyze the microarray data of AS which could be used to verify the results of molecular docking, all of which could show the molecular mechanism of RRP on CVDs. We also constructed a compound-target interaction network of CVD with 85 nodes and 272 edges on the basis of molecular docking analysis through Cytoscape. The network showed that forsythiaside, acteoside and stigmasterol are the most important compounds and 2HRR (ACAT (Acyl-CoA cholesterol acyl transferase) protein), 4ATB (MMP13) and 1JBQ (cystathionine beta-synthase) are the most valuable targets in the action of RRP against CVD. We also examined the biological functions involved in the biological process, molecular function and cellular components. In accordance with the analysis of GSE6054 microarray data of AS disease, the 20 most specifically expressed genes (differentially expressed genes [DEGs]) and the top 10 pathways of DEGs were discovered. Five key pathways, including non-alcoholic fatty liver disease (NAFLD), pathways in cancer and PI3K-Akt signalling pathway were also explored. Amongst these pathways, the top three were the pathways in cancer, MAPK signalling pathway and human T-cell lymphotropic virus infection. The pathways in cancer and PI3K-Akt signalling pathway were found simultaneously in the pathway analysis for CVD on RRP and for AS on microarray data. This study provided a new potential herbal medicine against CVD and has increased the understanding on the molecular mechanisms of RRPmediated protection against CVD, especially AS.

摘要

心血管疾病 (CVDs) 是全球范围内导致死亡的主要原因。熟地黄是一种广泛应用于传统中药 (TCM) 治疗 CVDs 的常用草药。然而,这种新型治疗产品的开发一直停滞不前,其作用机制仍不清楚。本研究旨在探索熟地黄治疗 CVDs,特别是动脉粥样硬化 (AS) 的有效成分。使用 AutoDock Vina 软件,将熟地黄的成分与可以从 RCSB 和 UniProt 收集到的靶点进行对接。然后,筛选出的成分和靶点可以通过京都基因与基因组百科全书 (KEGG) 进行处理。我们使用 GEO、GCBI 和 DAVID 数据库分析了 AS 的微阵列数据,这些数据可用于验证分子对接的结果,所有这些都可以显示熟地黄治疗 CVDs 的分子机制。我们还通过 Cytoscape 在分子对接分析的基础上构建了一个包含 85 个节点和 272 条边的 CVD 化合物-靶点相互作用网络。该网络表明,连翘苷、毛蕊花糖苷和豆甾醇是最重要的化合物,而 2HRR(ACAT(酰基辅酶 A 胆固醇酰基转移酶)蛋白)、4ATB(MMP13)和 1JBQ(半胱氨酸 beta-合酶)是熟地黄治疗 CVD 作用的最有价值的靶点。我们还研究了生物过程、分子功能和细胞成分中涉及的生物学功能。根据 AS 疾病的 GSE6054 微阵列数据分析,发现了 20 个最特异表达的基因(差异表达基因 [DEGs])和 DEGs 的前 10 个途径。还探索了 5 个关键途径,包括非酒精性脂肪性肝病 (NAFLD)、癌症途径和 PI3K-Akt 信号通路。在这些途径中,前三个是癌症途径、MAPK 信号通路和人类 T 细胞嗜淋巴细胞病毒感染。在对 RRP 治疗 CVD 和微阵列数据治疗 AS 的通路分析中,发现了癌症途径和 PI3K-Akt 信号通路同时存在。本研究为治疗 CVD 提供了一种新的潜在草药,并增加了对熟地黄介导的 CVD 保护作用的分子机制的理解,特别是对 AS 的理解。

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