Bioinformatics analysis of common differential genes of coronary artery disease and ischemic cardiomyopathy

被引:4
作者
Li, G. -M. [1 ]
Zhang, C. -L. [1 ]
Rui, R. -P. [1 ]
Sun, B. [2 ]
Guo, W. [3 ]
机构
[1] Yidu Cent Hosp Weifang, Dept Cardiol, Qingzhou, Peoples R China
[2] Yidu Cent Hosp Weifang, Dept Emergency, Qingzhou, Peoples R China
[3] Jining 1 Peoples Hosp, Dept Geratol, Jining, Peoples R China
关键词
Coronary artery disease; Ischemic cardiomyopathy; Differential gene; Bioinformatics; KEGG; EXPRESSION; RISK;
D O I
暂无
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
OBJECTIVE: This paper aims at screening the common differential genes of coronary atherosclerotic heart disease (CAD) and ischemic cardiomyopathy (ICM), and to conduct pathway analysis and protein-protein interaction (PPI) network analysis for the differential genes. MATERIALS AND METHODS: The CAD and ICM datasets were collected from the Gene Expression Omnibus (GEO) database for human tumors to extract data components of peripheral blood RNA of patients and normal people in GSE71226 and GSE9128 chips; "limma" package of "R" software was used to screen the differential genes, and "pheatmap" package was applied to construct heat maps for the differential genes; Cytoscape, Database for Annotation, Visualization and Integration Discovery (DAVID) and String platforms were utilized for PPI network analysis, Genome Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis on the selected differential genes. RESULTS: A total of 575 differential genes were screened from GSE71226, including 350 genes with up-regulated expression and 225 with down-regulated expression, which was statistically significant (p<0.05, fold change >1). 75 differential genes were screened from GSE9128, including 47 genes with up-regulated expression and 28 with down-regulated expression. By virtue of String, DAVID and Cytoscape software, the PPI network diagram was constructed, and GO and KEGG analyses were performed successfully. CONCLUSIONS: A total of 8 common differential genes are screened, and functional annotation and pathway analysis are conducted, which is conducive to further studying the interactions between the differentially expressed genes.
引用
收藏
页码:3553 / 3569
页数:17
相关论文
共 22 条
[1]   Association of serum total bilirubin level with severity of coronary atherosclerosis is linked to systemic inflammation [J].
Akboga, Mehmet Kadri ;
Canpolat, Ugur ;
Sahinarslan, Asif ;
Alsancak, Yakup ;
Nurkoc, Serdar ;
Aras, Dursun ;
Aydogdu, Sinan ;
Abaci, Adnan .
ATHEROSCLEROSIS, 2015, 240 (01) :110-114
[2]   The prognostic value of discordant T waves in lead aVR: A simple risk marker of sudden cardiac arrest in ischemic cardiomyopathy [J].
Al-Zaiti, Salah S. ;
Fallavollita, James A. ;
Canty, John M. ;
Carey, Mary G. .
JOURNAL OF ELECTROCARDIOLOGY, 2015, 48 (05) :887-892
[3]   Cortactin Is a Regulator of Activity-Dependent Synaptic Plasticity Controlled by Wingless [J].
Alicea, Daniel ;
Perez, Marizabeth ;
Maldonado, Carolina ;
Dominicci-Cotto, Carihann ;
Marie, Bruno .
JOURNAL OF NEUROSCIENCE, 2017, 37 (08) :2203-2215
[4]  
CZEK M, 2016, PLOS ONE, V11
[5]   Large-scale association analysis identifies new risk loci for coronary artery disease [J].
Deloukas, Panos ;
Kanoni, Stavroula ;
Willenborg, Christina ;
Farrall, Martin ;
Assimes, Themistocles L. ;
Thompson, John R. ;
Ingelsson, Erik ;
Saleheen, Danish ;
Erdmann, Jeanette ;
Goldstein, Benjamin A. ;
Stirrups, Kathleen ;
Koenig, Inke R. ;
Cazier, Jean-Baptiste ;
Johansson, Asa ;
Hall, Alistair S. ;
Lee, Jong-Young ;
Willer, Cristen J. ;
Chambers, John C. ;
Esko, Tonu ;
Folkersen, Lasse ;
Goel, Anuj ;
Grundberg, Elin ;
Havulinna, Aki S. ;
Ho, Weang K. ;
Hopewell, Jemma C. ;
Eriksson, Niclas ;
Kleber, Marcus E. ;
Kristiansson, Kati ;
Lundmark, Per ;
Lyytikainen, Leo-Pekka ;
Rafelt, Suzanne ;
Shungin, Dmitry ;
Strawbridge, Rona J. ;
Thorleifsson, Gudmar ;
Tikkanen, Emmi ;
Van Zuydam, Natalie ;
Voight, Benjamin F. ;
Waite, Lindsay L. ;
Zhang, Weihua ;
Ziegler, Andreas ;
Absher, Devin ;
Altshuler, David ;
Balmforth, Anthony J. ;
Barroso, Ines ;
Braund, Peter S. ;
Burgdorf, Christof ;
Claudi-Boehm, Simone ;
Cox, David ;
Dimitriou, Maria ;
Do, Ron .
NATURE GENETICS, 2013, 45 (01) :25-U52
[6]  
Fu X, 2016, MBIO, V7, DOI 10.1128/mBio.00379-16
[7]   Gene expression network analysis reveals new transcriptional regulators as novel factors in human ischemic cardiomyopathy [J].
Herrer, Isabel ;
Rosello-Lleti, Esther ;
Ortega, Ana ;
Tarazon, Estefania ;
Micaela Molina-Navarro, Maria ;
Carlos Trivino, Juan ;
Martinez-Dolz, Luis ;
Almenar, Luis ;
Lago, Francisca ;
Sanchez-Lazaro, Ignacio ;
Ramon Gonzalez-Juanatey, Jose ;
Salvador, Antonio ;
Portoles, Manuel ;
Rivera, Miguel .
BMC MEDICAL GENOMICS, 2015, 8
[8]   Total coronary atherosclerotic plaque burden assessment by CT angiography for detecting obstructive coronary artery disease associated with myocardial perfusion abnormalities [J].
Kishi, Satoru ;
Magalhaes, Tiago A. ;
Cerci, Rodrigo J. ;
Matheson, Matthew B. ;
Vavere, Andrea ;
Tanami, Yutaka ;
Kitslaar, Pieter H. ;
George, Richard T. ;
Brinker, Jeffrey ;
Miller, Julie M. ;
Clouse, Melvin E. ;
Lemos, Pedro A. ;
Niinuma, Hiroyuki ;
Reiber, Johan H. C. ;
Rochitte, Carlos E. ;
Rybicki, Frank J. ;
Di Carli, Marcelo F. ;
Cox, Christopher ;
Lima, Joao A. C. ;
Arbab-Zadeh, Armin .
JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY, 2016, 10 (02) :121-127
[9]   Identifying Novel Gene Variants in Coronary Artery Disease and Shared Genes With Several Cardiovascular Risk Factors [J].
LeBlanc, Marissa ;
Zuber, Verena ;
Andreassen, Bettina Kulle ;
Witoelar, Aree ;
Zeng, Lingyao ;
Bettella, Francesco ;
Wang, Yunpeng ;
McEvoy, Linda K. ;
Thompson, Wesley K. ;
Schork, Andrew J. ;
Reppe, Sjur ;
Barrett-Connor, Elizabeth ;
Ligthart, Symen ;
Dehghan, Abbas ;
Gautvik, Kaare M. ;
Nelson, Christopher P. ;
Schunkert, Heribert ;
Samani, Nilesh J. ;
Ridker, Paul M. ;
Chasman, Daniel I. ;
Aukrust, Pal ;
Djurovic, Srdjan ;
Frigessi, Arnoldo ;
Desikan, Rahul S. ;
Dale, Anders M. ;
Andreassen, Ole A. .
CIRCULATION RESEARCH, 2016, 118 (01) :83-94
[10]   Adaptive Induction of Growth Differentiation Factor 15 Attenuates Endothelial Cell Apoptosis in Response to High Glucose Stimulus [J].
Li, Jun ;
Yang, Lijun ;
Qin, Weijun ;
Zhang, Geng ;
Yuan, Jianlin ;
Wang, Fuli .
PLOS ONE, 2013, 8 (06)