Identification of the molecular mechanisms underlying dilated cardiomyopathy via bioinformatic analysis of gene expression profiles

被引:10
作者
Zhang, Hu [1 ]
Yu, Zhuo [2 ]
He, Jianchao [1 ]
Hua, Baotong [2 ]
Zhang, Guiming [1 ]
机构
[1] Kunming Med Univ, Affiliated Hosp 1, Dept Cardiovasc Surg, 295 Xichang Rd, Kunming 650032, Yunnan, Peoples R China
[2] Kunming Med Univ, Affiliated Hosp 1, Dept Cardiol, Kunming 650032, Yunnan, Peoples R China
关键词
dilated cardiomyopathy; gene expression profile; differentially expressed genes; functional enrichment analysis; protein-protein interaction network; RISK STRATIFICATION; CARDIAC FIBROSIS; HEART-FAILURE; GROWTH-FACTOR; MUTATIONS; ABNORMALITIES; SIGNATURE; CTGF;
D O I
10.3892/etm.2016.3953
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
In the present study, gene expression profiles of patients with dilated cardiomyopathy (DCM) were re-analyzed with bioinformatics tools to investigate the molecular mechanisms underlying DCM. Gene expression dataset GSE3585 was downloaded from Gene Expression Omnibus, which included seven heart biopsy samples obtained from patients with DCM and five healthy controls. Differential analysis was performed using a Limma package in R to screen for differentially expressed genes (DEGs). Functional enrichment analysis was subsequently conducted for DEGs using the Database for Annotation, Visualization and Integration Discovery. A protein-protein interaction (PPI) network was constructed using information from Search Tool for the Retrieval of Interacting Genes software. A total of 89 DEGs were identified in the patients with DCM, including 67 upregulated and 22 downregulated genes. Functional enrichment analysis demonstrated that the downregulated genes predominantly encoded chromosomal proteins and transport-related proteins, which were significantly associated with the biological processes of 'nucleosome assembly', 'chromatin assembly', `protein-DNA complex assembly', 'nucleosome organization' and 'DNA packaging' (H1 histone family member 0, histone cluster 1 Hlc, histone cluster 1 H2bd and H2A histone family member Z). The upregulated genes detected in the present study encoded secreted proteins or phosphotransferase, which were associated with biological processes including 'cell adhesion' [connective tissue growth factor (CTGF)], 'skeletal system development' [CTGF and insulin-like growth factor binding protein 3 (IGFBP3)], 'muscle organ development' (SMAD7) and 'regulation of cell migration' [SMAD7, IGFBP3 and insulin receptor (INSR)]. Notably, signal transducer and activator of transcription 3, SMAD7, INSR, CTGF, exportin 1, IGFBP3 and phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit alpha were hub nodes with the higher degree in the PPI network. Therefore, the results of the present study suggested that DEGs may alter the biological processes of `nucleosome formation', 'cell adhesion', 'skeletal system development', 'muscle organ development' and 'regulation of cell migration' in the development of DCM.
引用
收藏
页码:273 / 279
页数:7
相关论文
共 49 条
[1]   Coordinate changes in myosin heavy chain isoform gene expression are selectively associated with alterations in dilated cardiomyopathy phenotype [J].
Abraham, WT ;
Gilbert, EM ;
Lowes, BD ;
Minobe, WA ;
Larrabee, P ;
Roden, RL ;
Dutcher, D ;
Sederberg, J ;
Lindenfeld, JA ;
Wolfel, EE ;
Shakar, SF ;
Ferguson, D ;
Volkman, K ;
Linseman, JV ;
Quaife, RA ;
Robertson, AD ;
Bristow, MR .
MOLECULAR MEDICINE, 2002, 8 (11) :750-760
[2]   Mitochondrial DNA mutations and mitochondrial abnormalities in dilated cardiomyopathy [J].
Arbustini, E ;
Diegoli, M ;
Fasani, R ;
Grasso, M ;
Morbini, P ;
Banchieri, N ;
Bellini, O ;
Dal Bello, B ;
Pilotto, A ;
Magrini, G ;
Campana, C ;
Fortina, P ;
Gavazzi, A ;
Narula, J ;
Viganò, M .
AMERICAN JOURNAL OF PATHOLOGY, 1998, 153 (05) :1501-1510
[3]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[4]   Control of cardiac growth by histone acetylation/deacetylation [J].
Backs, J ;
Olson, EN .
CIRCULATION RESEARCH, 2006, 98 (01) :15-24
[5]   Global gene expression profiling of end-stage dilated cardiomyopathy using a human cardiovascular-based cDNA microarray [J].
Barrans, JD ;
Allen, PD ;
Stamatiou, D ;
Dzau, VJ ;
Liew, CC .
AMERICAN JOURNAL OF PATHOLOGY, 2002, 160 (06) :2035-2043
[6]   Identification of a common gene expression signature in dilated cardiomyopathy across independent microarray studies [J].
Barth, Andreas S. ;
Kuner, Ruprecht ;
Buness, Andreas ;
Ruschhaupt, Markus ;
Merk, Sylvia ;
Zwermann, Ludwig ;
Kaeaeb, Stefan ;
Kreuzer, Eckart ;
Steinbeck, Gerhard ;
Mansmann, Ulrich ;
Poustka, Annemarie ;
Nabauer, Michael ;
Sueltmann, Holger .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2006, 48 (08) :1610-1617
[7]   Normal IGF-I and enhanced IGFBP-3 response to very low rhGH dose in patients with dilated cardiomyopathy [J].
Broglio, F ;
Benso, A ;
Arvat, E ;
Aimaretti, G ;
Gottero, C ;
Granata, R ;
Boghen, MF ;
Bobbio, M ;
Camanni, F ;
Ghigo, E .
JOURNAL OF ENDOCRINOLOGICAL INVESTIGATION, 2000, 23 (08) :520-525
[8]   Identification of dilated cardiomyopathy signature genes through gene expression and network data integration [J].
Camargo, Anyela ;
Azuaje, Francisco .
GENOMICS, 2008, 92 (06) :404-413
[9]   DAVID: Database for annotation, visualization, and integrated discovery [J].
Dennis, G ;
Sherman, BT ;
Hosack, DA ;
Yang, J ;
Gao, W ;
Lane, HC ;
Lempicki, RA .
GENOME BIOLOGY, 2003, 4 (09)
[10]   The atypical Rho GTPase, RhoU, regulates cell-adhesion molecules during cardiac morphogenesis [J].
Dickover, Michael ;
Hegarty, Jeffrey M. ;
Ly, Kim ;
Lopez, Diana ;
Yang, Hongbo ;
Zhang, Ruilin ;
Tedeschi, Neil ;
Hsiai, Tzung K. ;
Chi, Neil C. .
DEVELOPMENTAL BIOLOGY, 2014, 389 (02) :182-191