Screening and Analysis of Potential Critical Gene in Acute Myocardial Infarction Based on a miRNA-mRNA Regulatory Network

被引:4
作者
Hou, Ruirui [1 ]
Guo, Dong [1 ]
Fan, Maoxia [1 ]
Hou, Yawei [1 ]
Zhao, Jisen [1 ]
Wu, Xiaoqi [1 ]
机构
[1] Shandong Univ Tradit Chinese Med, Jinan, Peoples R China
关键词
acute myocardial infarction; AMI; GEO database; bioinformatics; differential gene; regulatory networks; miRNA-mRNA; genes; protein interaction; ANGIOGENESIS; DIAGNOSIS; MICRORNAS; INTEGRINS;
D O I
10.2147/IJGM.S354641
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: MicroRNAs (miRNAs) have been shown to be involved in the initiation, progression, and prevention of acute myocardial infarction (AMI), but the underlying mechanism remains unclear. Objective: Through the GEO database, bioinformatics methods were used to explore the miRNA-mRNA regulatory relationship pairs associated with AMI and to elucidate the underlying mechanism. Methods: Using the R software Limma package, differential expression analysis was performed using the AMI-related miRNA chip dataset (GSE31568) and mRNA chip dataset (GSE159657) from the GEO database. The miRDB, miRWalk, miRTarBase, and TargetScan databases were used to predict potential downstream target genes regulated by differentially expressed miRNAs, and a miRNA-mRNA regulatory network was built with Cytoscape; GO function and KEGG pathway enrichment analyses of target genes were done with Funrich software, and the protein interaction network of target genes in the regulatory network was built with the STRING database. Results and Conclusions: A total of 187 differentially expressed miRNAs were experimentally screened, of which 91 were upregulated (such as hsa-miR-302b, hsa-miR-1299), and 96 were downregulated (such as hsa-miR-1201, hsa-miR-1283); 507 differentially expressed mRNAs were identified, of which 430 were upregulated (such as MRM1 and SFXN4), and 77 were downregulated (such as KCTD13 and CCDC134). And 16 miRNAs and 44 mRNAs were used for regulatory network construction. GO and KEGG enrichment analyses mainly focused on Integrins in angiogenesis, angiopoietin receptor Tie2-mediated signaling, and signaling events mediated by stem cell factor receptor (c-Kit). As hub genes in the PPI network, FGF2 and MMP2 may be key targets of AMI. The experimentally constructed miRNA-mRNA regulatory network found that hsa-miR-190b targets to inhibit FGF2, while hsa-miR-330-3p targets to regulate MMP2, which may mediate Integrins in angiogenesis, Angiopoietin receptor Tie2-mediated signaling pathway to induce AMI pathogenesis, providing strong data support and a research direction for the prevention and treatment of AMI.
引用
收藏
页码:2847 / 2860
页数:14
相关论文
共 23 条
[1]   Cardiac troponins and renal function in nondialysis patients with chronic kidney disease [J].
Abbas, NA ;
John, RI ;
Webb, MC ;
Kempson, ME ;
Potter, AN ;
Price, CP ;
Vickery, S ;
Lamb, EJ .
CLINICAL CHEMISTRY, 2005, 51 (11) :2059-2066
[2]   Acute Myocardial Infarction [J].
Anderson, Jeffrey L. ;
Morrow, David A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (21) :2053-2064
[3]   Adaptor ShcA protein binds tyrosine kinase Tie2 receptor and regulates migration and sprouting but not survival of endothelial cells [J].
Audero, E ;
Cascone, I ;
Maniero, F ;
Napione, L ;
Arese, M ;
Lanfrancone, L ;
Bussolino, F .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2004, 279 (13) :13224-13233
[4]   Intact vitronectin induces matrix metalloproteinase-2 and tissue inhibitor of metalloproteinases-2 expression and enhanced cellular invasion by melanoma cells [J].
Bafetti, LM ;
Young, TN ;
Itoh, Y ;
Stack, MS .
JOURNAL OF BIOLOGICAL CHEMISTRY, 1998, 273 (01) :143-149
[5]   NCBI GEO: archive for functional genomics data sets-update [J].
Barrett, Tanya ;
Wilhite, Stephen E. ;
Ledoux, Pierre ;
Evangelista, Carlos ;
Kim, Irene F. ;
Tomashevsky, Maxim ;
Marshall, Kimberly A. ;
Phillippy, Katherine H. ;
Sherman, Patti M. ;
Holko, Michelle ;
Yefanov, Andrey ;
Lee, Hyeseung ;
Zhang, Naigong ;
Robertson, Cynthia L. ;
Serova, Nadezhda ;
Davis, Sean ;
Soboleva, Alexandra .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D991-D995
[6]   Predicting death after acute myocardial infarction [J].
Castro-Dominguez, Yulanka ;
Dharmarajan, Kumar ;
McNamara, Robert L. .
TRENDS IN CARDIOVASCULAR MEDICINE, 2018, 28 (02) :102-109
[7]   MicroRNA29 A Mechanistic Contributor and Potential Biomarker in Atrial Fibrillation [J].
Dawson, Kristin ;
Wakili, Reza ;
Oerdoeg, Balazs ;
Clauss, Sebastian ;
Chen, Yu ;
Iwasaki, Yuki ;
Voigt, Niels ;
Qi, Xiao Yan ;
Sinner, Moritz F. ;
Dobrev, Dobromir ;
Kaeaeb, Stefan ;
Nattel, Stanley .
CIRCULATION, 2013, 127 (14) :1466-+
[8]   Integrins in angiogenesis: multitalented molecules in a balancing act [J].
Hodivala-Dilke, KM ;
Reynolds, AR ;
Reynolds, LE .
CELL AND TISSUE RESEARCH, 2003, 314 (01) :131-144
[9]   PI3K/AKT/mTOR pathway in angiogenesis [J].
Karar, Jayashree ;
Maity, Amit .
FRONTIERS IN MOLECULAR NEUROSCIENCE, 2011, 4
[10]   Sensitive Troponin I Assay in Early Diagnosis of Acute Myocardial Infarction. [J].
Keller, Till ;
Zeller, Tanja ;
Peetz, Dirk ;
Tzikas, Stergios ;
Roth, Alexander ;
Czyz, Ewa ;
Bickel, Christoph ;
Baldus, Stephan ;
Warnholtz, Ascan ;
Froehlich, Meike ;
Sinning, Christoph R. ;
Eleftheriadis, Medea S. ;
Wild, Philipp S. ;
Schnabel, Renate B. ;
Lubos, Edith ;
Jachmann, Nicole ;
Genth-Zotz, Sabine ;
Post, Felix ;
Nicaud, Viviane ;
Tiret, Laurence ;
Lackner, Karl J. ;
Muenzel, Thomas ;
Blankenberg, Stefan .
NEW ENGLAND JOURNAL OF MEDICINE, 2009, 361 (09) :868-877