基于网络药理学分析石上柏抗心肌缺血的作用机制研究
Network Pharmacology-Based to Analyze Screen Selaginella Doederleinii’s against Myocardial Ischemia
DOI: 10.12677/TCM.2021.106117, PDF,    国家自然科学基金支持
作者: 李思慧*, 朱 蕾, 孟从炳, 秦桂芳, 刘 超, 王 刚#:遵义医科大学药学院,贵州 遵义;秦 瑶:遵义医科大学第一附属医院心内科,贵州 遵义
关键词: 石上柏心肌缺血网络药理学作用机制Selaginella Doederleinii Myocardial Ischemia Network Pharmacology Mechanism
摘要: 目的:借助网络药理学筛选石上柏抗心肌缺血的潜在信号通路及靶点,并探究石上柏抗心肌缺血的潜在作用机制。方法:通过TCMSP平台和相关文献根据口服生物利用度、类药性筛选获取石上柏化合物;利用数据库(PubChem、Swiss Target Prediction, Gene Cards)预测化合物靶点与疾病靶点;运用Cytoscape 3.7.2构建“成分–靶点”网络;采用Bioinformatics做出两者交集靶点的韦恩图并构建PPI网络进行GO和KEGG富集分析。结果:筛选出17个石上柏化合物,395个作用靶点,其中抗心肌缺血靶点120个;石上柏抗心肌缺血主要作用VEGFA、TNF、TP53、PTGS2、JUN等靶蛋白;GO分析中,生物途径涉及MAPK级联反应的调控,细胞组分包括膜阀、膜微区,分子功能分析中有受体、酶、转录因子参与;KEGG富集通路共286条,其中重要通路有AGE-RAGE信号通路、神经活性配体–受体相互作用通路。结论:研究表明石上柏中穗花杉双黄酮、芹菜素、大麦芽碱等可能对心肌缺血有治疗作用。初步推测出石上柏抗心肌缺血主要靶基因和通路,为石上柏抗心肌缺血研究提供新方向。
Abstract: Objective: To explore the potential signaling pathways and mechanism of Selaginella doederleinii’s anti-myocardial ischemia using network pharmacology. Methods: the compounds about Selaginella doederleinii were obtained through the TCMSP and related literature and screened according to the oral bioavailability and drug-like properties; the databases (Pub Chem, Swiss Target Prediction, Gene Cards) were used to predict compound targets and the disease targets, then by the Bioinformatics and “component-target” network was constructed by Cytoscape 3.7.2; finally, a Wayne diagram of the intersection targets was made at Bioinformatics and a PPI network was constructed for GO and KEGG enrichment analysis. Results: There were 17 Selaginella doederleinii compounds and 395 targets of which included 120 anti-myocardial ischemia targets. The main anti-myocardial ischemia proteins are VEGFA, TNF, TP53, PTGS2, and JUN. In GO analysis biological pathways involved the regulation of the MAPK cascade; cell components comprised membrane valves, membrane microdomains; molecular function analysis involved receptors, enzymes, and transcription factors. There were 286 KEGG enrichment pathways, among which the important pathways were the AGE-RAGE signaling pathway in diabetic complications and neuroactive ligand-receptor interaction etc. Conclusion: The research suggested that by network pharmacology, amentoflavone, apigenin, hordenine, etc. might have therapeutic effects on myocardial ischemia. The main target genes and pathways of resistance to myocardial ischemia were preliminarily predicted, which provided a new direction for the study of resistance to myocardial ischemia.
文章引用:李思慧, 秦瑶, 朱蕾, 孟从炳, 秦桂芳, 刘超, 王刚. 基于网络药理学分析石上柏抗心肌缺血的作用机制研究[J]. 中医学, 2021, 10(6): 840-854. https://doi.org/10.12677/TCM.2021.106117

参考文献

[1] Ambrose, J.A. (2006) Myocardial Ischemia and Infarction. Journal of the American College of Cardiology, 47, D13-D17. [Google Scholar] [CrossRef] [PubMed]
[2] 张丽娜. 《黄帝内经》心痹心痛与冠心病心绞痛相关性及中药治疗的探讨[D]: [硕士学位论文]. 哈尔滨: 黑龙江中医药大学, 2006.
[3] 张玲. 中药防治心肌缺血损伤作用机制研究进展[J]. 辽宁中医杂志, 2010, 37(10): 2070-2072.
[4] 王恒, 孙宝飞, 吉杨丹, 余跃生, 臧贵勇, 陈明, 梁景岩. 苗药狭叶崖爬藤对大鼠心肌缺血再灌注损伤的保护作用[J]. 辽宁中医杂志, 2017, 44(12): 2649-2651.
[5] Xue, Y., Jin, W., Xue, Y., Zhang, Y., Wang, H., Zhang, Y., Guan, S., Chu, X. and Zhang, J. (2020) Safranal, an Active Constituent of Saffron, Ameliorates Myocardial Ischemia via Reduction of Oxidative Stress and Regulation of Ca2+ Homeostasis. Journal of Pharmacological Sciences, 143, 156-164. [Google Scholar] [CrossRef] [PubMed]
[6] 中国科学院中国植物志编委会. 中国植物志[M]. 北京: 科学出版社, 2004, 98(15): 87-90.
[7] 吴世福. 湖南卷柏属Selaginella Spring资料[J]. 上海师范大学学报(自然科学版), 2004, 33(2): 83-94.
[8] Kim, G.L., Jang, E.H., Lee, D.E., Bang, C., Kang, H., Kim, S.H., et al. (2020) Amentoflavone, Active Compound of Selaginella tamariscina, Inhibits in Vitro and in Vivo TGF-β-Induced Metastasis of Human Cancer Cells. Archives of Biochemistry and Biophysics, 687, Article ID: 108384. [Google Scholar] [CrossRef] [PubMed]
[9] 王刚, 才谦, 李三华. 石上柏双黄酮类和酚酸类成分体外抗氧化和抗肿瘤活性研究[J]. 辽宁中医药大学学报, 2018, 20(7): 5-8.
[10] Cheng, J., Kondo, K. and Suzuki, Y. (2003) Inhibitory Effects of Total-Flavones of Hippophae rhamnoides L on Thrombosis in Mouse Femoral Artery and in Vitro Platelet Aggregation. Life Sciences, 72, 2263-2267. [Google Scholar] [CrossRef
[11] 杨艺, 王冬梅, 刘毅. 基于网络药理学探索附子理中汤治疗溃疡性结肠炎的作用机制[J]. 中医学, 2021, 10(5): 593-608.
[12] Ru, J., Li, P., Wang, J., Zhou, W., Li, B., Huang, C., et al. (2014) TCMSP: A Database of Systems Pharmacology for Drug Discovery from Herbal Medicines. Journal of Cheminformatics, 6, Article No. 13. [Google Scholar] [CrossRef] [PubMed]
[13] Kim, S., Chen, J., Cheng, T., Gindulyte, A., He, J., He, S., et al. (2019) PubChem 2019 Update: Improved Access to Chemical Data. Nucleic Acids Research, 47, 1102-1109. [Google Scholar] [CrossRef] [PubMed]
[14] Daina, A., Michielin, O., Zoete, V. (2019) Swiss Target Prediction: Updated Data and New Features for Efficient Prediction of Protein Targets of Small Molecules. Nucleic Acids Re-search, 47, W357-W364. [Google Scholar] [CrossRef] [PubMed]
[15] Rappaport, N., Fishilevich, S., Nudel, R., et al. (2017) Rational Confederation of Genes and Diseases: NGS Interpretation via GeneCards, MalaCards, and VarElect. Biomedical Engineering Online, 16, Article No. 72. [Google Scholar] [CrossRef] [PubMed]
[16] Consortium, U.P. (2020) UniProt: The Universal Protein Knowledgebase in 2021. Nucleic Acids Research, No. D1, 1-3.
[17] Shannon, P., Markiel, A., Ozier, O., Baliga, N.S., Wang, J.T., Ramage, D., et al. (2003) Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks. Genome Research, 13, 2498-2504. [Google Scholar] [CrossRef] [PubMed]
[18] Szklarczyk, D., Gable, A.L., Lyon, D., Junge, A., Wyder, S., Huer-ta-Cepas, J., et al. (2018) STRING v11: Protein-Protein Association Networks with Increased Coverage, Supporting Functional Discovery in Genome Wide Experimental Datasets. Nucleic Acids Research, 47, D607-D613. [Google Scholar] [CrossRef] [PubMed]
[19] Liu, S.C. and Wang, G.Y. (2018) Bioinformatic Analysis Reveals CYP2C9 as a Potential Prognostic Marker for HCC and Liver Cancer cell Lines Suitable for Its Mechanism Study. Cellular and Molecular Biology, 64, 70-74. [Google Scholar] [CrossRef
[20] Woo, E.R., Lee, J.Y., Cho, I.J., Kim, S.G. and Kang, K.W. (2005) Amentoflavone Inhibits the Induction of Nitric Oxide Synthase by Inhibiting NF-kappaB Activation in Macrophages. Pharmacological Research, 51, 539-546. [Google Scholar] [CrossRef] [PubMed]
[21] Banerjee, T., Vliet, A., Ziboh, V.A. (2002) Downregulation of COX-2 and iNOS by Amentoflavone and Quercetin in A549 Human Lung Adenocarcinoma Cell Line. Prostaglandins, Leukotrienes & Essential Fatty Acids, 66, 485-492. [Google Scholar] [CrossRef] [PubMed]
[22] 史婷婷. 芹菜素对大鼠心肌缺血再灌注细胞凋亡的保护作用[D]: [硕士学位论文]. 太原: 山西医科大学, 2011.
[23] Lin, C.M., Fang, W.J., Wang, B.W., Pan, C.M., Chua, S.K., Hou, S.W. and Shyu, K.G. (2020) (-)-Epigallocatechin Gallate Promotes MicroRNA 145 Expression against Myocardial Hypoxic Injury through Dab2/Wnt3a/β-Catenin. American Journal of Chinese Medicine, 48, 341-356. [Google Scholar] [CrossRef
[24] Follin, B., Tratwal, J., Haack-Sørensen, M., Elberg, J.J., Kastrup, J. and Ekblond, A. (2013) Identical Effects of VEGF and Serum-Deprivation on Phenotype and Function of Adiposederived Stromal Cells from Healthy Donors and Patients with Ischemic Heart Disease. Journal of Translational Medicine, 11, Article No. 219. [Google Scholar] [CrossRef] [PubMed]
[25] Kleinbongard, P., Heusch, G. and Schulz, R. (2010) TNF-Alpha in Atherosclerosis, Myocardial Ischemia/Reperfusion and Heart Failure. Pharmacology & Therapeutics, 127, 295-314. [Google Scholar] [CrossRef] [PubMed]
[26] Ge, Z.W., Zhu, X.L., Wang, B.C., Hu, J.-L., Sun, J.-J., Wang, S., et al. (2019) MicroRNA-26b Relieves Inflammatory Response and Myocardial Remodeling of Mice with Myocardial Infarction by Suppression of MAPK Pathway through Binding to PTGS2. International Journal of Cardiology, 15, 23-25. [Google Scholar] [CrossRef] [PubMed]
[27] 张震, 惠汝太. 转录因子AP-1与心血管疾病[J]. 中国分子心脏病学杂志, 2003, 3(4): 198-201.
[28] Wagsater, D., Zhu, C.Y., Bjorkegren, J., Skogsberg, J. and Eriksson, P. (2011) MMP-2 and MMP-9 Are Prominent Matrix Metalloproteinases during Atherosclerosis Development in the Ldlr(−/−)Apob100/100 Mouse. International Journal of Molecular Medicine, 28, 247-253. [Google Scholar] [CrossRef] [PubMed]
[29] Gough, P.J., Gomez, I.G., Wille, P.T. and Raines, E.W. (2006) Macrophage Expression of Active MMP-9 Induces Acute plaque disruption in apoE-deficient mice. Journal of Clinical Investigation, 116, 59-69. [Google Scholar] [CrossRef
[30] Kandula, V., Kosuru, R., Li, H., Yan, D., Zhu, Q., Lian, Q., et al. (2016) Forkhead Box Transcription Factor 1: Role in the Pathogenesis of Diabetic Cardiomyopathy. Cardiovascular Diabetology, 15, Article No. 44. [Google Scholar] [CrossRef] [PubMed]
[31] 王茜, 邓凤君, 林焕冰, 等. AMP信号分子在缺血后适应心肌保护机制中的作用[J]. 中国病理生理杂志, 2011, 27(8): 1496-1501.
[32] 杨龙. HIF-1调控线粒体自噬恢复七氟醚后处理减轻糖尿病心肌缺血再灌注损伤的机制研究[D]: [博士学位论文]. 乌鲁木齐: 新疆医科大学, 2020.
[33] 张涛, 耿壮, 刘方超, 等. 人脐带间充质干细胞对1型糖尿病小鼠皮肤组织AGEs/RAGE/NF-κB信号通路影响的研究[J]. 中国糖尿病杂志, 2019, 27(3): 224-228.