Nelumbo nucifera Gaertn. leaves: network pharmacology and molecular docking analysis of active ingredients and their mechanisms of action in treating atherosclerosis

被引:1
作者
Wang, Linhai [1 ,2 ,3 ]
Guan, Zhuoji [1 ,2 ,3 ]
Li, Shaodong [1 ,2 ]
Dong, Xin [1 ,2 ]
Jiang, Jialin [1 ,2 ]
Wang, Lingjun [1 ,2 ,3 ]
Xian, Shaoxiang [1 ,2 ,3 ]
机构
[1] Guangzhou Univ Chinese Med, Affiliated Hosp 1, 12 Airport Rd, Guangzhou, Guangdong, Peoples R China
[2] Guangzhou Univ Chinese Med, Clin Med Sch 1, Guangzhou, Guangdong, Peoples R China
[3] Guangzhou Univ Chinese Med, Lingnan Med Res Ctr, 12 Airport Rd, Guangzhou, Guangdong, Peoples R China
关键词
Nelumbo nucifera Gaertn; leaves; atherosclerosis; network pharmacology; molecular docking; lipid metabolism; anti-inflammation; CANCER CELLS; INFLAMMATION; MACROPHAGES; APOPTOSIS; AUTOPHAGY; MIGRATION;
D O I
10.1080/13102818.2022.2116996
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Atherosclerosis is the pathological basis of cardiovascular and cerebrovascular diseases. Nelumbo nucifera Gaertn. leaves are edible, an effective traditional Chinese medicine in the treatment of atherosclerosis, but its mechanisms of action remain unclear. In this study, we employed network pharmacology and molecular docking approaches to explore it, and preliminarily verify it through animal experiments. Firstly, we obtained the active ingredients of N. nucifera leaves and their potential targets in several databases. Comparing with the atherosclerosis drug targets, we acquired their common targets by Venny 2.1.0 software, with which, a protein-protein interaction (PPI) network was then constructed. Then, we performed enrichment analysis of GO functions and KEGG pathways by Metascape. Molecular docking was also carried out between the active ingredients and their core targets to test their binding activity. Lastly, animal experiments with Apoe(-/-) mice were performed to initially verify the efficacy of N. nucifera leaves in treating atherosclerosis. As a result, a total of 16 major active ingredients of N. nucifera leaves and 219 potential targets were identified, and 11 core targets were obtained from the PPI network. The molecular docking results showed stronger binding activity of these core targets with the major active ingredients. The animal experiments indicated that N. nucifera leaves could effectively improve atherosclerosis by lowering the levels of lipids and inflammatory factors. Accordingly, our present study provided experimental foundation for the underlying mechanisms and clinical application in treating atherosclerosis via N. nucifera leaves. Further work still needs to be performed to verify them in future experiments.
引用
收藏
页码:802 / 817
页数:16
相关论文
共 44 条
  • [1] Inflammation and its resolution in atherosclerosis: mediators and therapeutic opportunities
    Back, Magnus
    Yurdagul, Arif, Jr.
    Tabas, Ira
    Oorni, Katariina
    Kovanen, Petri T.
    [J]. NATURE REVIEWS CARDIOLOGY, 2019, 16 (07) : 389 - 406
  • [2] Nelumbo nucifera Gaertn leaves extract inhibits the angiogenesis and metastasis of breast cancer cells by downregulation connective tissue growth factor (CTGF) mediated PI3K/AKT/ERK signaling
    Chang, Chun-Hua
    Ou, Ting-Tsz
    Yang, Mon-Yuan
    Huang, Chi-Chou
    Wang, Chau-Jong
    [J]. JOURNAL OF ETHNOPHARMACOLOGY, 2016, 188 : 111 - 122
  • [3] Kaempferol alleviates ox-LDL-induced apoptosis by up-regulation of autophagy via inhibiting PI3K/Akt/mTOR pathway in human endothelial cells
    Che, Jianbo
    Liang, Bing
    Zhang, Yuan
    Wang, Yi
    Tang, Jianyu
    Shi, Gongning
    [J]. CARDIOVASCULAR PATHOLOGY, 2017, 31 : 57 - 62
  • [4] Emilie D., 2020, ANTIOXIDANTS-BASEL, V9, P864
  • [5] European Soc. Cardiology
  • [6] European Atherosclerosis Soc, 2020, EUR HEART J, V41, P111
  • [7] Low-density lipoproteins cause atherosclerotic cardiovascular disease. 1. Evidence from genetic, epidemiologic, and clinical studies. A consensus statement from the European Atherosclerosis Society Consensus Panel
    Ference, Brian A.
    Ginsberg, Henry N.
    Graham, Ian
    Ray, Kausik K.
    Packard, Chris J.
    Bruckert, Eric
    Hegele, Robert A.
    Krauss, Ronald M.
    Raal, Frederick J.
    Schunkert, Heribert
    Watts, Gerald F.
    Boren, Jan
    Fazio, Sergio
    Horton, Jay D.
    Masana, Luis
    Nicholls, Stephen J.
    Nordestgaard, Borge G.
    van de Sluis, Bart
    Taskinen, Marja-Riitta
    Tokgozoglu, Lale
    Landmesser, Ulf
    Laufs, Ulrich
    Wiklund, Olov
    Stock, Jane K.
    Chapman, M. John
    Catapano, Alberico L.
    [J]. EUROPEAN HEART JOURNAL, 2017, 38 (32) : 2459 - 2472
  • [8] Cytoscape.js']js: a graph theory library for visualisation and analysis
    Franz, Max
    Lopes, Christian T.
    Huck, Gerardo
    Dong, Yue
    Sumer, Onur
    Bader, Gary D.
    [J]. BIOINFORMATICS, 2016, 32 (02) : 309 - 311
  • [9] Nuciferine Prevents Hepatic Steatosis and Injury Induced by a High-Fat Diet in Hamsters
    Guo, Fuchuan
    Yang, Xue
    Li, Xiaoxia
    Feng, Rennan
    Guan, Chunmei
    Wang, Yanwen
    Li, Ying
    Sun, Changhao
    [J]. PLOS ONE, 2013, 8 (05):
  • [10] Hay SI, 2017, LANCET, V389, pE1