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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页码:1610 / 1617
页数:8
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