Network pharmacology and molecular docking analyses of the potential target proteins and molecular mechanisms underlying the anti-arrhythmic effects of Sophora Flavescens

被引:2
作者
Zhai, Yuyun [1 ]
Li, Jinwei [1 ]
Zhang, Quan [1 ,2 ]
机构
[1] Chengdu Univ Tradit Chinese Med, Chengdu, Sichuan, Peoples R China
[2] Chengdu Univ Tradit Chinese Med, Chengdu 610075, Sichuan, Peoples R China
关键词
cardiac arrhythmia; molecular docking; network pharmacology; Sophora flavescens; traditional Chinese medicine; ATRIAL-FIBRILLATION; SUSCEPTIBILITY; INHIBITION; MATRINE; ZINC;
D O I
10.1097/MD.0000000000034504
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The objective was to investigate the potential cardiac arrhythmia-related target proteins and molecular mechanisms underlying the anti-arrhythmic effects of Sophora flavescens using network pharmacology and molecular docking. The bioactive ingredients and related target proteins of S flavescens obtained from the Traditional Chinese medicine systems pharmacology data platform, and gene names for target proteins were obtained from the UniProt database. Arrhythmia-related genes were identified by screening GeneCards and Online Mendelian inheritance in man databases. A Venn diagram was used to identify the key arrhythmia-related genes that are potentially targeted by the bioactive ingredients of S flavescens. Furthermore, CytoScape 3.7.2 software was used to construct an "ingredient-target" network diagram and the "drug-ingredient-target-disease" network diagram. We performed gene ontology and Kyoto encyclopedia of genes and genomes enrichment analysis in the Metascape database and performed the docking analysis using CB-Dock software. We identified 45 main bioactive ingredients, from S flavescens and 66 arrhythmia-related target proteins. Gene ontology and Kyoto encyclopedia of genes and genomes pathway enrichment analysis showed that these targets were related to the chemical carcinogenesis-receptor activation signaling pathway, lipid and atherosclerosis signaling pathway, and fluid shear stress and atherosclerosis signaling pathway. Molecular docking showed that the target protein had good binding power with the main active components of the compound of S flavescens. Our study demonstrated the synergistic effects of multiple bioactive components of S flavescens on multiple arrhythmia-related target proteins and identified potential therapeutic mechanisms underlying the anti-arrhythmic effects of S flavescens, providing new clinical ideas for arrhythmia treatment.
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页数:12
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共 61 条
  • [1] Amberger Joanna S, 2017, Curr Protoc Bioinformatics, V58, DOI 10.1002/cpbi.27
  • [2] UniProt: the universal protein knowledgebase in 2021
    Bateman, Alex
    Martin, Maria-Jesus
    Orchard, Sandra
    Magrane, Michele
    Agivetova, Rahat
    Ahmad, Shadab
    Alpi, Emanuele
    Bowler-Barnett, Emily H.
    Britto, Ramona
    Bursteinas, Borisas
    Bye-A-Jee, Hema
    Coetzee, Ray
    Cukura, Austra
    Da Silva, Alan
    Denny, Paul
    Dogan, Tunca
    Ebenezer, ThankGod
    Fan, Jun
    Castro, Leyla Garcia
    Garmiri, Penelope
    Georghiou, George
    Gonzales, Leonardo
    Hatton-Ellis, Emma
    Hussein, Abdulrahman
    Ignatchenko, Alexandr
    Insana, Giuseppe
    Ishtiaq, Rizwan
    Jokinen, Petteri
    Joshi, Vishal
    Jyothi, Dushyanth
    Lock, Antonia
    Lopez, Rodrigo
    Luciani, Aurelien
    Luo, Jie
    Lussi, Yvonne
    Mac-Dougall, Alistair
    Madeira, Fabio
    Mahmoudy, Mahdi
    Menchi, Manuela
    Mishra, Alok
    Moulang, Katie
    Nightingale, Andrew
    Oliveira, Carla Susana
    Pundir, Sangya
    Qi, Guoying
    Raj, Shriya
    Rice, Daniel
    Lopez, Milagros Rodriguez
    Saidi, Rabie
    Sampson, Joseph
    [J]. NUCLEIC ACIDS RESEARCH, 2021, 49 (D1) : D480 - D489
  • [3] ZINC Express: A Virtual Assistant for Purchasing Compounds Annotated in the ZINC Database
    Bobrowski, Tesia M.
    Korn, Daniel R.
    Muratov, Eugene N.
    Tropsha, Alexander
    [J]. JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2021, 61 (03) : 1033 - 1036
  • [4] Toll-like receptor 4 inhibition reduces vascular inflammation in spontaneously hypertensive rats
    Bomfim, G. F.
    Echem, C.
    Martins, C. B.
    Costa, T. J.
    Sartoretto, S. M.
    Dos Santos, R. A.
    Oliveira, M. A.
    Akamine, E. H.
    Fortes, Z. B.
    Tostes, R. C.
    Webb, R. C.
    Carvalho, M. H. C.
    [J]. LIFE SCIENCES, 2015, 122 : 1 - 7
  • [5] Altilix® Supplement Containing Chlorogenic Acid and Luteolin Improved Hepatic and Cardiometabolic Parameters in Subjects with Metabolic Syndrome: A 6 Month Randomized, Double-Blind, Placebo-Controlled Study
    Castellino, Giuseppa
    Nikolic, Dragana
    Magan-Fernandez, Antonio
    Malfa, Giuseppe Antonio
    Chianetta, Roberta
    Patti, Angelo M.
    Amato, Antonella
    Montalto, Giuseppe
    Toth, Peter P.
    Banach, Maciej
    Cicero, Arrigo F. G.
    Rizzo, Manfredi
    [J]. NUTRIENTS, 2019, 11 (11)
  • [6] Chaoqian X., 2004, ACTA PHARM SIN, V39, P691
  • [7] Chekalina Natalia I, 2017, Wiad Lek, V70, P707
  • [8] Efficacy and Safety of Sophora flavescens (Kushen) Based Traditional Chinese Medicine in the Treatment of Ulcerative Colitis: Clinical Evidence and Potential Mechanisms
    Chen, Mingjun
    Ding, Yuxuan
    Tong, Zhanqi
    [J]. FRONTIERS IN PHARMACOLOGY, 2020, 11
  • [9] Multi-scale mechanism of antiviral drug-alike phytoligands from Ayurveda in managing COVID-19 and associated metabolic comorbidities: insights from network pharmacology
    Choudhary, Neha
    Singh, Vikram
    [J]. MOLECULAR DIVERSITY, 2022, 26 (05) : 2575 - 2594
  • [10] Deciphering the multi-scale mechanisms of Tephrosia purpurea against polycystic ovarian syndrome (PCOS) and its major psychiatric comorbidities: Studies from network pharmacological perspective
    Choudhary, Neha
    Choudhary, Shilpa
    Kumar, Arun
    Singh, Vikram
    [J]. GENE, 2021, 773