基于网络药理学和分子对接探讨苦参治疗心血管疾病的机制研究
Mechanism of Sophora flavescens in the Treatment of Cardiovascular Diseases Based on Network Pharmacology and Molecular Docking
DOI: 10.12677/TCM.2022.112041, PDF,  被引量    国家自然科学基金支持
作者: 马晶鑫:贵州中医药大学,贵州 贵阳;太原市中心医院内分泌代谢中心,山西 太原;郭金洲, 陈海宁, 谢 珂, 全德森, 杜京晏, 田维毅, 蔡 琨*:贵州中医药大学,贵州 贵阳
关键词: 苦参心血管疾病作用机制网络药理学分子对接Sophora flavescens Ait. Cardiovascular Mechanism of Action Network Pharmacology Molecular Docking
摘要: 目的:清热类中药苦参具有治疗心血管疾病的潜力,但其作用机制尚不明确。本研究基于网络药理学的方法及分子对接来系统地揭示苦参对治疗心血管疾病的潜在机制。方法:通过TCMSP检索筛选苦参的活性成分及靶点,在GeneCards数据库中寻找心血管疾病的相关靶点,取交集基因进行蛋白互作分析,GO生物富集及Kegg富集分析,最后采用分子对接进行验证。结果:得到苦参的活性成分有45个,取交集基因得到132个,蛋白互作分析发现MAPK1、JUN和TP53治疗心血管疾病的作用,Kegg富集结果发现,苦参治疗心血管疾病主要通过PI3K/AKT、TNF、HIF-1和Toll受体等信号通路进行调控。分子对接结果表明,苦参中的活性成分sophocarpine、Inermin、Wighteone、formononetin、matrine、luteolin、hyperforin等成分与HSP90AA1、MAPK1、JUN和TP53具有较好的结合能力。结论:苦参可能是通过4’-三羟基-6-异戊烯黄酮(Wighteone)、7-羟基-4’-甲氧异黄酮(formononetin)、苦参碱(matrine)、木犀草素(luteolin)等化学成分调控PI3K/AKT等信号通路上的MAPK1、JUN和TP53等基因发挥治疗心血管疾病作用,并为后续研究提供思路。
Abstract: Objective: Sophora flavescens has the potential to treat cardiovascular diseases, but its mechanism is not clear. Studies have shown that Sophora flavescens has the effect of treating cardiovascular diseases. Methods: The active components and targets of Sophora flavescens were screened by TCMSP, and the related targets of cardiovascular diseases were searched in GeneCards database. The intersection genes were taken for protein interaction analysis, and GO bioconcentration and Kegg enrichment analysis were found. Finally, molecular docking was used for verification. Results: 45 active components were obtained from Sophora flavescens, and 132 cross-over genes were obtained. Protein interaction analysis showed that MAPK1, JUN and TP53 played a role in the treatment of cardiovascular diseases. Kegg enrichment results showed that the treatment of cardiovascular diseases by Sophora flavescens was mainly regulated by PI3K/AKT, TNF, HIF-1 and Toll receptors. Molecular docking results showed that sophocarpine, Inermin, Wighteone, formononetin, matrine, luteolin, hyperforin and other active ingredients in Sophora flavescens had good binding ability with HSP90AA1, MAPK1, JUN and TP53. Conclusion: Sophora flavescens may be through Wighteone, formononetin, matrine, luteolin, etc. Chemical constituents regulate MAPK1, JUN and TP53 genes in PI3K/AKT signaling pathways to treat cardiovascular diseases. Last, it can provide ideas for future research.
文章引用:马晶鑫, 郭金洲, 陈海宁, 谢珂, 全德森, 杜京晏, 田维毅, 蔡琨. 基于网络药理学和分子对接探讨苦参治疗心血管疾病的机制研究[J]. 中医学, 2022, 11(2): 272-284. https://doi.org/10.12677/TCM.2022.112041

参考文献

[1] Cortesi, P.A., Fornari, C., Madotto, F., et al. (2021) Trends in Cardiovascular Diseases Burden and Vascular Risk Factors in Italy: The Global Burden of Disease Study 1990-2017. European Journal of Preventive Cardiology, 28, 385-396. [Google Scholar] [CrossRef] [PubMed]
[2] 中国心血管健康与疾病报告2019概要[J]. 中国循环杂志, 2020, 35(9): 833-854.
[3] 马育轩, 王艳丽, 宋仲涛, 等. 中药治疗心血管疾病现代研究进展[J]. 中医药信息, 2018, 35(5): 109-116.
[4] 丁园园, 张荣生, 张冬华, 等. 基于网络药理学和分子对接探讨苦参碱抗新冠病毒机制研究[J]. 中药药理与临床, 2020, 36(4): 18-23.
[5] 权鑫. 苦参碱抗牛乳头状瘤病毒感染C127细胞研究[D]: [硕士学位论文]. 哈尔滨: 东北农业大学, 2015.
[6] 张星宇, 陈曙霞, 刘晶星, 等. 槐果碱体外抗柯萨奇病毒B3m的作用[J]. 上海交通大学学报(医学版), 2006, 26(8): 82-84.
[7] Yan, H.W., Zhu, H., Yuan, X., et al. (2019) Eight New Biflavonoids with Lavandulyl Units from the Roots of Sophora Flavescens and Their Inhibitory Effect on PTP1B. Bioorganic Chemistry, 86, 679-685. [Google Scholar] [CrossRef] [PubMed]
[8] Zhang, Z., Qin, X., Wang, Z., et al. (2021) Oxymatrine Pretreatment Protects H9c2 Cardiomyocytes from Hypoxia/Reoxygenation Injury by Modulating the PI3K/Akt Pathway. Experimental and Therapeutic Medicine, 21, Article No. 556. [Google Scholar] [CrossRef] [PubMed]
[9] Lin, Y.B., Huang, D.J., Huang, H.L., et al. (2020) Sophocarpine Ameliorates Cardiac Hypertrophy through Activation of Autophagic Responses. Bioscience, Biotechnology, and Biochemistry, 84, 2054-2061. [Google Scholar] [CrossRef] [PubMed]
[10] 鄢海燕, 邹纯才. 含瓜蒌方剂的组方规律及核心药对“瓜蒌-甘草”的作用机制:基于网络药理学和分子对接技术[J]. 南方医科大学学报, 2021, 41(2): 173-183.
[11] 刘建庭, 仉瑜, 卜睿臻, 等. 基于UPLC-Q/TOF-MS的痹祺胶囊化学物质组及入血成分的研究[J]. 中草药, 2021, 52(18): 5496-5513.
[12] 孙智睿, 沈彦祥, 任媛媛. 苦参碱对心力衰竭大鼠心功能的影响[J]. 中国临床药理学杂志, 2021, 37(15): 2003-2006+2014.
[13] Wang, G., Ji, C., Wang, C., et al. (2021) Matrine Ameliorates the Inflammatory Response and Lipid Metabolism in Vascular Smooth Muscle Cells through the NF-κB Pathway. Experimental and Therapeutic Medicine, 22, Article No. 1309. [Google Scholar] [CrossRef] [PubMed]
[14] 陈海宁, 蔡琨, 郭金洲, 等. 苦参胶囊对高脂饮食诱导的ApoE-/-小鼠动脉粥样硬化的干预效果研究[J]. 贵州中医药大学学报, 2021, 43(3): 19-23.
[15] Schempp, C.M., Kiss, J., Kirkin, V., et al. (2005) Hyperforin Acts as an Angiogenesis Inhibitor. Planta Medica, 71, 999-1004.
[16] 邵泰明, 李小宝, 郑彩娟, 等. 大果榕根中异黄酮类成分的研究[J]. 有机化学, 2018, 38(3): 710-714.
[17] 钱令波, 陆建锋, 叶治国, 王会平, 夏强. luteolin对糖尿病大鼠心脏功能的保护作用及其可能机制[J]. 中国应用生理学杂志, 2011, 27(4): 409-414.
[18] Zhang, X., Hu, C., Zhang, N., et al. (2021) Matrine Attenuates Pathological Cardiac Fibrosis via RPS5/p38 in Mice. Acta Pharmacologica Sinica, 42, 573-584. [Google Scholar] [CrossRef] [PubMed]
[19] Liu, J., Zhang, L., Ren, Y., et al. (2016) Matrine Inhibits the Expression of Adhesion Molecules in Activated Vascular Smooth Muscle Cells. Molecular Medicine Reports, 13, 2313-2319.
[20] Zhou, J., Ma, W., Wang, X., et al. (2019) Matrine Suppresses Reactive Oxygen Species (ROS)-Mediated MKKs/p38-Induced Inflammation in Oxidized Low-Density Lipoprotein (ox-LDL)-Stimulated Macrophages. Medical Science Monitor, 25, 4130-4136.
[21] Kan, L.L., Liu, D., Chan, B.C., et al. (2020) The Flavonoids of Sophora Flavescens Exerts Anti-Inflammatory Activity via Promoting Autophagy of Bacillus Calmette-Guérin-Stimulated Macrophages. Journal of Leukocyte Biology, 108, 1615-1629. [Google Scholar] [CrossRef
[22] 王汉卿. 养阴法治疗射血分数正常心力衰竭的证据分析及养阴舒心方的网络药理学研究[D]: [硕士学位论文]. 天津: 天津中医药大学, 2020.
[23] Wu, B., Song, H., Fan, M., et al. (2020) Luteolin Attenuates Sepsis-Induced Myocardial Injury by Enhancing Autophagy in Mice. Interna-tional Journal of Molecular Medicine, 45, 1477-1487. [Google Scholar] [CrossRef] [PubMed]
[24] Myung, S.J., Yoon, J.H., Kim, B.H., et al. (2009) Heat Shock Protein 90 Inhibitor Induces Apoptosis and Attenuates Activation of Hepatic Stellate Cells. Journal of Pharmacology and Experimental Therapeutics, 330, 276-282. [Google Scholar] [CrossRef] [PubMed]
[25] Zhu, W.S., Guo, W., Zhu, J.N., et al. (2016) Hsp90aa1: A Novel Target Gene of miR-1 in Cardiac Ischemia/Reperfusion Injury. Scientific Reports, 6, Article No. 24498. [Google Scholar] [CrossRef] [PubMed]
[26] Xu, M., Zhou, K., Wu, Y., et al. (2019) Linc00161 Regulated the Drug Resistance of Ovarian Cancer by Sponging MicroRNA-128 and Modulating MAPK1. Molecular Carcinogenesis, 58, 577-587. [Google Scholar] [CrossRef] [PubMed]
[27] Liu, J., Zhang, L., Ren, Y., et al. (2016) Matrine Inhibits the Expression of Adhesion Molecules in Activated Vascular Smooth Muscle Cells. Molecular Medicine Reports, 13, 2313-2319. [Google Scholar] [CrossRef] [PubMed]
[28] Reiling, E., Lyssenko, V., Boer, J.M., et al. (2012) Codon 72 Polymorphism (rs1042522) of TP53 Is Associated with Changes in Diastolic Blood Pressure over Time. European Journal of Human Genetics, 20, 696-700. [Google Scholar] [CrossRef] [PubMed]
[29] Chen, C.C., Tsai, P.C., Wei, B.L., et al. (2008) 8-Prenylkaempferol Suppresses Inducible Nitric Oxide Synthase Expression through Interfering with JNK-Mediated AP-1 Pathway in Murine Macrophages. European Journal of Pharmacology, 590, 430-436. [Google Scholar] [CrossRef] [PubMed]
[30] Zhao, Y., Samal, E., Srivastava, D., et al. (2005) Serum Response Factor Regulates a Muscle-Specific MicroRNA that Targets Hand2 during Cardiogenesis. Nature, 436, 214-220. [Google Scholar] [CrossRef] [PubMed]
[31] van Rooij, E., Sutherland, L.B., Liu, N., et al. (2006) A Signature Pattern of Stress-Responsive MicroRNAs that Can Evoke Cardiac Hypertrophy and Heart Failure. Proceedings of the National Academy of Sciences of the United States of America, 103, 18255-18260. [Google Scholar] [CrossRef] [PubMed]
[32] Malizia, A.P. and Wang, D.Z. (2011) MicroRNA in Cardiomyocyte Development. Wiley Interdisciplinary Reviews: Systems Biology and Medicine, 3, 183-190. [Google Scholar] [CrossRef] [PubMed]
[33] Kattoor, A.J., Pothineni, N.V.K., Palagiri, D., et al. (2017) Oxidative Stress in Atherosclerosis. Current Atherosclerosis Reports, 19, 42. [Google Scholar] [CrossRef] [PubMed]
[34] Zhang, S., Guo, S., Gao, X.B., et al. (2019) Matrine Attenuates High-Fat Diet-Induced In Vivo and ox-LDL-Induced In Vitro Vascular Injury by Regulating the PKCα/eNOS and PI3K/Akt/eNOS Pathways. Journal of Cellular and Molecular Medicine, 23, 2731-2743. [Google Scholar] [CrossRef] [PubMed]
[35] Xu, G., Zhang, W., Wang, Z., et al. (2020) Matrine Regulates H2O2-Induced Oxidative Stress through Long Non-Coding RNA HOTAIR/miR-106b-5p Axis via AKT and STAT3 Pathways. Bioscience Reports, 40, BSR20192560. [Google Scholar] [CrossRef
[36] 李小丹, 高婉琴, 王京. 苦参碱对血管平滑肌细胞增殖和凋亡的影响及机制[J]. 山东医药, 2020, 60(26): 37-40.
[37] Sadek, M.S., Cachorro, E., El-Armouche, A., et al. (2020) Therapeutic Implications for PDE2 and cGMP/cAMP Mediated Crosstalk in Cardiovascular Diseases. International Journal of Molecular Sciences, 21, Article No. 7462. [Google Scholar] [CrossRef] [PubMed]
[38] 李晓娜, 常煜胤, 路明, 等. 苦参碱对PDGF诱导心肌成纤维细胞胶原分泌及表型转化的保护作用及其可能机制[J]. 临床心血管病杂志, 2017, 33(6): 592-595.
[39] Hu, Z., Li, H., Xie, R., et al. (2019) Genomic Variant in Porcine TNFRSF1A Gene and Its Effects on TNF Signaling Pathway in Vitro. Gene, 700, 105-109. [Google Scholar] [CrossRef] [PubMed]
[40] Hong, X., Zhong, L., Xie, Y., et al. (2019) Matrine Reverses the Warburg Effect and Suppresses Colon Cancer Cell Growth via Negatively Regulating HIF-1α. Frontiers in Pharmacology, 10, Article No. 1437. [Google Scholar] [CrossRef] [PubMed]
[41] Zhang, Y., Yan, R. and Hu, Y. (2015) Oxymatrine Inhibits Lipopolysaccharide-Induced Inflammation by Down-Regulating Toll-Like Receptor 4/Nuclear Factor-Kappa B in Macrophages. Canadian Journal of Physiology and Pharmacology, 93, 253-260. [Google Scholar] [CrossRef] [PubMed]