Identification of a common gene expression signature in dilated cardiomyopathy across independent microarray studies

被引:150
作者
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
机构
[1] Univ Hosp Grosshadern, Dept Med 1, D-81377 Munich, Germany
[2] Univ Hosp Grosshadern, Dept Cardiac Surg, D-81377 Munich, Germany
[3] Univ Munich, Dept Med Informat Biometr & Epidemiol, D-8000 Munich, Germany
[4] German Canc Res Ctr, Div Mol Genome Anal, Heidelberg, Germany
[5] Univ Munster, Dept Med Informat & Biomath, D-4400 Munster, Germany
关键词
D O I
10.1016/j.jacc.2006.07.026
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVES This study was designed to identify a common gene expression signature in dilated cardiomyopathy (DCM) across different microarray studies. BACKGROUND Dilated cardiomyopathy is a common cause of heart failure in Western countries. Although gene expression arrays have emerged as a powerful tool for delineating complex disease patterns, differences in platform technology, tissue heterogeneity, and small sample sizes obscure the underlying pathophysiologic events and hamper a comprehensive interpretation of different microarray studies in heart failure. METHODS We accounted for tissue heterogeneity and technical aspects by performing 2 genome-wide expression studies based on cDNA and short-oligonucleotide microarray platforms which comprised independent septal and left ventricular tissue samples from nonfailing (NF) (n 20) and DCM (n = 20) hearts. RESULTS Concordant results emerged for major gene ontology classes between cDNA and oligonucleotide microarrays. Notably, immune response processes displayed the most pronounced down-regulation on both microarray types, linking this functional gene class to the pathogenesis of end-stage DCM. Furthermore, a robust set of 27 genes was identified that classified DCM and NF samples with > 90% accuracy in a total of 108 myocardial samples from our cDNA and oligonucleotide microarray studies as well as 2 publicly available datasets. CONCLUSIONS For the first time, independent microarray datasets pointed to significant involvement of immune response processes in end-stage DCM. Moreover, based on 4 independent microarray datasets, we present a robust gene expression signature of DCM, encouraging future prospective studies for the implementation of disease biomarkers in the management of patients with heart failure.
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收藏
页码:1610 / 1617
页数:8
相关论文
共 35 条
[21]   Trends in heart failure incidence and survival in a community-based population [J].
Roger, VL ;
Weston, SA ;
Redfield, MA ;
Hellermann-Homan, JP ;
Killian, J ;
Yawn, BP ;
Jacobsen, SJ .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2004, 292 (03) :344-350
[22]   Connective tissue growth factor is a mediator of angiotensin II-induced fibrosis [J].
Rupérez, M ;
Lorenzo, O ;
Blanco-Colio, LM ;
Esteban, V ;
Egido, J ;
Ruiz-Ortega, M .
CIRCULATION, 2003, 108 (12) :1499-1505
[23]  
Ruschhaupt M., 2004, STAT APPL GENET MOL, V3, P1
[24]   Expression of secreted frizzled related proteins 3 and 4 in human ventricular myocardium correlates with apoptosis related gene expression [J].
Schumann, H ;
Holtz, J ;
Zerkowski, HR ;
Hatzfeld, M .
CARDIOVASCULAR RESEARCH, 2000, 45 (03) :720-728
[25]   A novel angiotensin II type 2 receptor signaling pathway: possible role in cardiac hypertrophy [J].
Senbonmatsu, T ;
Saito, T ;
Landon, EJ ;
Watanabe, O ;
Price, E ;
Roberts, RL ;
Imboden, H ;
Fitzgerald, TG ;
Gaffney, FA ;
Inagami, T .
EMBO JOURNAL, 2003, 22 (24) :6471-6482
[26]  
Sültmann H, 2005, CLIN CANCER RES, V11, P646
[27]   Transcriptional profiling of the heart reveals chamber-specific gene expression patterns [J].
Tabibiazar, R ;
Wagner, RA ;
Liao, A ;
Quertermous, T .
CIRCULATION RESEARCH, 2003, 93 (12) :1193-1201
[28]   The gene expression fingerprint of human heart failure [J].
Tan, FL ;
Moravec, CS ;
Li, JB ;
Apperson-Hansen, C ;
McCarthy, PM ;
Young, JB ;
Bond, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (17) :11387-11392
[29]   Diagnosis of multiple cancer types by shrunken centroids of gene expression [J].
Tibshirani, R ;
Hastie, T ;
Narasimhan, B ;
Chu, G .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (10) :6567-6572
[30]   Immune activation in chronic heart failure [J].
Torre-Amione, G .
AMERICAN JOURNAL OF CARDIOLOGY, 2005, 95 (11A) :3C-8C