Transcriptomic Biomarkers for the Accurate Diagnosis of Myocarditis

被引:73
作者
Heidecker, Bettina
Kittleson, Michelle M. [5 ]
Kasper, Edward K. [2 ]
Wittstein, Ilan S. [2 ]
Champion, Hunter C. [3 ]
Russell, Stuart D. [2 ]
Hruban, Ralph H. [2 ]
Rodriguez, E. Rene [4 ]
Baughman, Kenneth L. [6 ]
Hare, Joshua M. [1 ]
机构
[1] Univ Miami, Miller Sch Med, Interdisciplinary Stem Cell Inst, Miami, FL 33101 USA
[2] Johns Hopkins Univ Hosp, Baltimore, MD 21287 USA
[3] Univ Pittsburgh, Pittsburgh, PA 15260 USA
[4] Cleveland Clin Fdn, Cleveland, OH 44195 USA
[5] Univ Calif Los Angeles, Dept Med, Div Cardiol, Los Angeles, CA 90024 USA
[6] Brigham & Womens Hosp, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
biomarker; gene expression; gene microarray; heart failure; myocarditis; LEFT-VENTRICULAR DYSFUNCTION; GIANT-CELL MYOCARDITIS; GENE-EXPRESSION; DILATED CARDIOMYOPATHY; ENDOMYOCARDIAL BIOPSY; HEART-FAILURE; IMMUNOSUPPRESSIVE THERAPY; VIRAL MYOCARDITIS; DALLAS CRITERIA; REJECTION;
D O I
10.1161/CIRCULATIONAHA.110.002857
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Background-Lymphocytic myocarditis is a clinically important condition that is difficult to diagnose and distinguish. We hypothesized that the transcriptome obtained from an endomyocardial biopsy would yield clinically relevant and accurate molecular signatures. Methods and Results-Microarray analysis was performed on samples from patients with histologically proven lymphocytic myocarditis (n=16) and idiopathic dilated cardiomyopathy (n=32) to develop accurate diagnostic transcriptome-based biomarkers using multiple classification algorithms. We identified 9878 differentially expressed genes in lymphocytic myocarditis versus idiopathic dilated cardiomyopathy (fold change > 1.2; false discovery rate < 5%) from which a transcriptome-based biomarker containing 62 genes was identified that distinguished myocarditis with 100% sensitivity (95% confidence interval, 46 to 100) and 100% specificity (95% confidence interval, 66 to 100) and was generalizable to a broad range of secondary cardiomyopathies associated with inflammation (n=27), ischemic cardiomyopathy (n=8), and the normal heart (n=11). Multiple classification algorithms and quantitative real-time reverse-transcription polymerase chain reaction analysis further reduced this subset to a highly robust molecular signature of 13 genes, which still performed with 100% accuracy. Conclusions-Together, these findings demonstrate that transcriptomic biomarkers from a single endomyocardial biopsy can improve the clinical detection of patients with inflammatory diseases of the heart. This approach advances the clinical management and treatment of cardiac disorders with highly variable outcome. (Circulation. 2011; 123: 1174-1184.)
引用
收藏
页码:1174 / U78
页数:28
相关论文
共 50 条
[1]
Use of 70-gene signature to predict prognosis of patients with node-negative breast cancer: a prospective community-based feasibility study (RASTER) [J].
不详 .
LANCET ONCOLOGY, 2007, 8 (12) :1079-1087
[2]
ARETZ HT, 1987, HUM PATHOL, V18, P619
[3]
Diagnosis of myocarditis - Death of Dallas criteria [J].
Baughman, KL .
CIRCULATION, 2006, 113 (04) :593-595
[4]
A prospective study of biopsy-proven myocarditis: prognostic relevance of clinical and aetiopathogenetic features at diagnosis [J].
Caforio, Alida L. P. ;
Calabrese, Fiorelta ;
Angelini, Annalisa ;
Tona, Francesco ;
Vinci, Annalisa ;
Bottaro, Stefania ;
Ramondo, Angelo ;
Carturan, Elisa ;
Iliceto, Sabino ;
Thiene, Gaetano ;
Daliento, Luciano .
EUROPEAN HEART JOURNAL, 2007, 28 (11) :1326-1333
[5]
EVIDENCE FROM FAMILY STUDIES FOR AUTOIMMUNITY IN DILATED CARDIOMYOPATHY [J].
CAFORIO, ALP ;
KEELING, PJ ;
ZACHARA, E ;
MESTRONI, L ;
CAMERINI, F ;
MANN, JM ;
BOTTAZZO, GF ;
MCKENNA, WJ .
LANCET, 1994, 344 (8925) :773-777
[6]
The role of endomyocardial biopsy in the management of cardiovascular disease - A scientific statement from the American Heart Association, the American College of Cardiology, and the European Society of Cardiology [J].
Cooper, Leslie T. ;
Baughman, Kenneth L. ;
Feldman, Arthur M. ;
Frustaci, Andrea ;
Jessup, Mariell ;
Kuhl, Uwe ;
Levine, Glenn N. ;
Narula, Jagat ;
Starling, Randall C. ;
Towbin, Jeffrey ;
Virmani, Renu .
CIRCULATION, 2007, 116 (19) :2216-2233
[7]
Cooper Leslie T Jr, 2010, Heart Fail Clin, V6, P75, DOI 10.1016/j.hfc.2009.08.012
[8]
Medical Progress: Myocarditis. [J].
Cooper, Leslie T., Jr. .
NEW ENGLAND JOURNAL OF MEDICINE, 2009, 360 (15) :1526-1538
[9]
Idiopathic giant-cell myocarditis - Natural history and treatment [J].
Cooper, LT ;
Berry, GJ ;
Shabetai, R .
NEW ENGLAND JOURNAL OF MEDICINE, 1997, 336 (26) :1860-1866
[10]
COOPER LT, 1995, NEW ENGL J MED, V333, P1713