Investigation of the protective mechanism of leonurine against acute myocardial ischemia by an integrated metabolomics and network pharmacology strategy

被引:14
作者
Rong, Weiwei [1 ,2 ]
Li, Jiejia [3 ,4 ]
Wang, Lifeng [1 ]
Luo, Shanshan [5 ]
Liang, Tulu [6 ]
Qian, Xunjia [1 ]
Zhang, Xiaodan [1 ,2 ]
Zhou, Qinbei [1 ]
Zhu, Yizhun [3 ,4 ,5 ]
Zhu, Qing [1 ,2 ]
机构
[1] Nantong Univ, Sch Pharm, Nantong, Peoples R China
[2] Prov Key Lab Inflammat & Mol Drug Target, Nantong, Peoples R China
[3] Macau Univ Sci & Technol, Sch Pharm, Macau, Macao, Peoples R China
[4] Macau Univ Sci & Technol, State Key Lab Qual Res Chinese Med, Macau, Macao, Peoples R China
[5] Fudan Univ, Sch Pharm, Dept Pharmacol, Shanghai Key Lab Bioact Small Mol, Shanghai, Peoples R China
[6] Nantong Univ, Res Ctr Intelligent Informat Technol, Nantong, Peoples R China
基金
中国国家自然科学基金;
关键词
leonurine; network pharmacology; metabolomics; acute myocardial ischemia; molecular docking; MASS-SPECTROMETRY; HERBA-LEONURI; RAT; TRIMETAZIDINE; INFARCTION; SCM-198; CARDIOMYOCYTES; METABOLISM; INHIBITION; TARGET;
D O I
10.3389/fcvm.2022.969553
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundLeonurus japonicus Houtt has an obvious efficacy on cardiovascular diseases. As the most representative component in the herb, leonurine has attracted increasing attention for its potential in myocardial ischemia. However, its protective mechanism against myocardial ischemia remains incompletely elucidated. ObjectivesThe present study aimed to reveal the potential mechanism of leonurine in acute myocardial ischemia using a strategy combining metabolomics and network pharmacology. MethodsFirst, a metabolomics method was proposed to identify the differential metabolites of plasma in rats. Then, network pharmacology was performed to screen candidate targets of leonurine against acute myocardial ischemia. A compound-reaction-enzyme-gene network was thus constructed with the differential metabolites and targets. Finally, molecular docking was carried out to predict the binding capability of leonurine with key targets. ResultsA total of 32 differential metabolites were identified in rat plasma, and 16 hub genes were detected through network pharmacology. According to the results of compound-reaction-enzyme-gene network and molecular docking, what was screened included six key targets (GSR, CYP2C9, BCHE, GSTP1, TGM2, and PLA2G2A) and seven differential metabolites (glycerylphosphorylcholine, lysophosphatidylcholine, choline phosphate, linoleic acid, 13-HpODE, tryptophan and glutamate) with four important metabolic pathways involved: glycerophospholopid metabolism, linoleic acid metabolism, tryptophan metabolism and glutamate metabolism. Among them, glycerophospholipid and tryptophan metabolism were shown to be important, since the regulation of leonurine on these two pathways was also observed in our previous metabolomics study conducted on clinical hyperlipidemia patients. ConclusionThis is the first study of its kind to reveal the underlying mechanism of leonurine against acute myocardial ischemia through a strategy combining metabolomics and network pharmacology, which provides a valuable reference for the research on its future application.
引用
收藏
页数:14
相关论文
共 49 条
[1]   OMIM.org: Online Mendelian Inheritance in Man (OMIM®), an online catalog of human genes and genetic disorders [J].
Amberger, Joanna S. ;
Bocchini, Carol A. ;
Schiettecatte, Francois ;
Scott, Alan F. ;
Hamosh, Ada .
NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) :D789-D798
[2]   Linoleic Acid Metabolite DiHOME Decreases Post-ischemic Cardiac Recovery in Murine Hearts [J].
Bannehr, Marwin ;
Loehr, Lena ;
Gelep, Julia ;
Haverkamp, Wilhelm ;
Schunck, Wolf-Hagen ;
Gollasch, Maik ;
Wutzler, Alexander .
CARDIOVASCULAR TOXICOLOGY, 2019, 19 (04) :365-371
[3]   METABOLOMIC PROFILE OF HUMAN MYOCARDIAL ISCHEMIA ASSESSED BY NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY OF PERIPHERAL BLOOD SERUM. A TRANSLATIONAL STUDY BASED ON TRANSIENT CORONARY OCCLUSION MODELS [J].
Bonanad, Clara ;
Bodi, Vicente ;
Sanchis, Juan ;
Morales, Jose M. ;
Marrachelli, Vannina G. ;
Nunez, Julio ;
Forteza, Maria J. ;
Chaustre, Fabian ;
Gomez, Cristina ;
Llacer, Angel ;
Bonanad, Clara .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2012, 59 (13) :E558-E558
[4]   Perturbations in cardiac metabolism in a human model of acute myocardial ischaemia [J].
Chacko, Sanoj ;
Mamas, Mamas A. ;
El-Omar, Magdi ;
Simon, David ;
Haseeb, Sohaib ;
Fath-ordoubadi, Farzin ;
Clarke, Bernard ;
Neyses, Ludwig ;
Dunn, Warwick B. .
METABOLOMICS, 2021, 17 (09)
[5]   Transglutaminase 2 limits the extravasation and the resultant myocardial fibrosis associated with factor XIII-A deficiency [J].
Griffin, Kathryn J. ;
Newell, Laura M. ;
Simpson, Kingsley R. ;
Beckers, Cora M. L. ;
Drinkhill, Mark J. ;
Standeven, Kristina F. ;
Cheah, Lih T. ;
Iismaa, Siiri E. ;
Grant, Peter J. ;
Jackson, Christopher L. ;
Pease, Richard J. .
ATHEROSCLEROSIS, 2020, 294 :1-9
[6]   Sphingolipid therapy in myocardial ischemia-reperfusion injury [J].
Gundewar, Susheel ;
Lefer, David J. .
BIOCHIMICA ET BIOPHYSICA ACTA-GENERAL SUBJECTS, 2008, 1780 (03) :571-576
[7]   The Coronary Circulation as a Target of Cardioprotection [J].
Heusch, Gerd .
CIRCULATION RESEARCH, 2016, 118 (10) :1643-1658
[8]   Leonurine, a potential drug for the treatment of cardiovascular system and central nervous system diseases [J].
Huang, Lu ;
Xu, Ding-Qiao ;
Chen, Yan-Yan ;
Yue, Shi-Jun ;
Tang, Yu-Ping .
BRAIN AND BEHAVIOR, 2021, 11 (02)
[9]   The antianginal drug trimetazidine shifts cardiac energy metabolism from fatty acid oxidation to glucose oxidation by inhibiting mitochondrial long-chain 3-ketoacyl coenzyme A thiolase [J].
Kantor, PF ;
Lucien, A ;
Kozak, R ;
Lopaschuk, GD .
CIRCULATION RESEARCH, 2000, 86 (05) :580-588
[10]   Cardioprotective effects of trimetazidine and a combination of succinic and malic acids in acute myocardial ischemia [J].
Khazanov, V. A. ;
Kiseliova, A. A. ;
Vasiliev, K. Yu. ;
Chernyschova, G. A. .
BULLETIN OF EXPERIMENTAL BIOLOGY AND MEDICINE, 2008, 146 (02) :218-222