Integrating Network Pharmacology and Experimental Verification to Explore the Targets and Mechanism for Panax Notoginseng Saponins against Coronary In-stent Restenosis

被引:1
作者
Li, Yuanchao [1 ]
Gao, Shenghan [2 ]
Zhu, Hongying [1 ]
Wang, Jianbo [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Peoples Hosp 6, Dept Intervent Radiol, Sch Med, Shanghai 200233, Peoples R China
[2] Nanjing Univ Chinese Med, Dept Neurol, Nanjing Drum Tower Hosp, Nanjing 210008, Jiangsu, Peoples R China
关键词
Panax notoginseng saponins; coronary artery; in-stent restenosis; network pharmacology; molecular docking; molecular mechanism; vascular smooth muscle cell; MUSCLE-CELL PROLIFERATION; TNF-ALPHA; INHIBITS PROLIFERATION; EXTRACELLULAR-MATRIX; PROTEIN; INFLAMMATION; ACTIVATION; MAPK; THROMBOSIS; MIGRATION;
D O I
10.2174/0113816128255082230920071237
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background: Despite widespread application of drug-eluting stents in coronary intervention, in-stent restenosis (ISR) is still a daunting complication in clinical practice. Panax notoginseng saponins (PNS) are considered to be effective herb compounds for preventing ISR.Objective: This study aimed to elucidate the targets and mechanisms of PNS in ISR prevention using network pharmacology approaches and experimental verification.Methods: Relevant targets of PNS active compounds were collected from the HERB database and PharmMapper. The ISR-related targets were obtained from the GeneCards database and the Comparative Toxicogenomics Database. The GO and KEGG enrichment analysis was performed using R software. The String database and Cytoscape software were employed to build the PPI and compounds-targets-pathways-disease networks. Finally, Molecular docking performed by Autodock Vina and cellular experiments were used to validate network pharmacology results.Results: There were 40 common targets between PNS targets and ISR targets. GO analysis revealed that these targets focused on multiple ISR-related biological processes, including cell proliferation and migration, cell adhesion, inflammatory response, and anti-thrombosis and so on. The KEGG enrichment results suggested that PNS could regulate multiple signaling pathways to inhibit or delay the development and occurrence of ISR. The molecular docking and cellular experiments results verified the network pharmacology results.Conclusion: This study demonstrated that the potential molecular mechanisms of PNS for ISR prevention involved multiple compounds, targets, and pathways. These findings provide a theoretical reference and experimental basis for the clinical application and product development of PNS for the prevention of ISR.
引用
收藏
页码:2239 / 2257
页数:19
相关论文
共 74 条
  • [1] Forkhead transcription factors inhibit vascular smooth muscle cell proliferation and neointimal hyperplasia
    Abid, MR
    Yano, K
    Guo, SD
    Patel, VI
    Shrikhande, G
    Spokes, KC
    Ferran, C
    Aird, WC
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2005, 280 (33) : 29864 - 29873
  • [2] Alexander Nathan, 2011, IEEE Int Conf Comput Adv Bio Med Sci, V2011, P13, DOI 10.1109/ICCABS.2011.5729867
  • [3] RCSB Protein Data Bank: Sustaining a living digital data resource that enables breakthroughs in scientific research and biomedical education
    Burley, Stephen K.
    Berman, Helen M.
    Christie, Cole
    Duarte, Jose M.
    Feng, Zukang
    Westbrook, John
    Young, Jasmine
    Zardecki, Christine
    [J]. PROTEIN SCIENCE, 2018, 27 (01) : 316 - 330
  • [4] Stent thrombosis and restenosis: what have we learned and where are we going? The Andreas Gruntzig Lecture ESC 2014
    Byrne, Robert A.
    Joner, Michael
    Kastrati, Adnan
    [J]. EUROPEAN HEART JOURNAL, 2015, 36 (47) : 3320 - +
  • [5] Activation and Function of the MAPKs and Their Substrates, the MAPK-Activated Protein Kinases
    Cargnello, Marie
    Roux, Philippe P.
    [J]. MICROBIOLOGY AND MOLECULAR BIOLOGY REVIEWS, 2011, 75 (01) : 50 - 83
  • [6] Platelets and restenosis
    Chandrasekar, B
    Tanguay, JF
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2000, 35 (03) : 555 - 562
  • [7] Chen SW, 2004, ACTA PHARMACOL SIN, V25, P1151
  • [8] cytoHubba: identifying hub objects and sub-networks from complex interactome
    Chin, Chia-Hao
    Chen, Shu-Hwa
    Wu, Hsin-Hung
    Ho, Chin-Wen
    Ko, Ming-Tat
    Lin, Chung-Yen
    [J]. BMC SYSTEMS BIOLOGY, 2014, 8
  • [9] The Mechanisms of Restenosis and Relevance to Next Generation Stent Design
    Clare, Jessie
    Ganly, Justin
    Bursill, Christina A.
    Sumer, Huseyin
    Kingshott, Peter
    de Haan, Judy B.
    [J]. BIOMOLECULES, 2022, 12 (03)
  • [10] The effects of stenting on coronary endothelium from a molecular biological view: Time for improvement?
    Cornelissen, Anne
    Vogt, Felix Jan
    [J]. JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2019, 23 (01) : 39 - 46