MicroRNA signatures in total peripheral blood as novel biomarkers for acute myocardial infarction

被引:220
作者
Meder, Benjamin [2 ]
Keller, Andreas [3 ]
Vogel, Britta [2 ]
Haas, Jan [2 ]
Sedaghat-Hamedani, Farbod [2 ]
Kayvanpour, Elham [2 ]
Just, Steffen [2 ]
Borries, Anne [3 ]
Rudloff, Jessica [2 ]
Leidinger, Petra [4 ]
Meese, Eckart [4 ]
Katus, Hugo A. [2 ]
Rottbauer, Wolfgang [1 ,2 ]
机构
[1] Univ Ulm, Dept Med 2, Albert Einstein Allee 23, D-89081 Ulm, Germany
[2] Heidelberg Univ, Dept Internal Med 3, Heidelberg, Germany
[3] Biomarker Discovery Ctr Heidelberg, Heidelberg, Germany
[4] Univ Saarland, Sch Med, Dept Human Genet, D-6650 Homburg, Germany
关键词
Cardiovascular diseases; Diagnosis; Myocardial infarction; Biomarker; MicroRNA; CARDIAC TROPONIN-T; NATRIURETIC PEPTIDE; HEART; PREDICTION; DIAGNOSIS; SERUM; ASSAY;
D O I
10.1007/s00395-010-0123-2
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
MicroRNAs (miRNAs) are important regulators of adaptive and maladaptive responses in cardiovascular diseases and hence are considered to be potential therapeutical targets. However, their role as novel biomarkers for the diagnosis of cardiovascular diseases still needs to be systematically evaluated. We assessed here for the first time whole-genome miRNA expression in peripheral total blood samples of patients with acute myocardial infarction (AMI). We identified 121 miRNAs, which are significantly dysregulated in AMI patients in comparison to healthy controls. Among these, miR-1291 and miR-663b show the highest sensitivity and specificity for the discrimination of cases from controls. Using a novel self-learning pattern recognition algorithm, we identified a unique signature of 20 miRNAs that predicts AMI with even higher power (specificity 96%, sensitivity 90%, and accuracy 93%). In addition, we show that miR-30c and miR-145 levels correlate with infarct sizes estimated by Troponin T release. The here presented study shows that single miRNAs and especially miRNA signatures derived from peripheral blood, could be valuable novel biomarkers for cardiovascular diseases.
引用
收藏
页码:13 / 23
页数:11
相关论文
共 44 条
[1]   Plasma MicroRNA 499 as a Biomarker of Acute Myocardial Infarction [J].
Adachi, Taichi ;
Nakanishi, Michio ;
Otsuka, Yoritaka ;
Nishimura, Kunihiro ;
Hirokawa, Gou ;
Goto, Yoichi ;
Nonogi, Hiroshi ;
Iwai, Naoharu .
CLINICAL CHEMISTRY, 2010, 56 (07) :1183-1185
[2]   Circulating microRNA-1 as a potential novel biomarker for acute myocardial infarction [J].
Ai, Jing ;
Zhang, Rong ;
Li, Yue ;
Pu, Jielin ;
Lu, Yanjie ;
Jiao, Jundong ;
Li, Kang ;
Yu, Bo ;
Li, Zhuqin ;
Wang, Rongrong ;
Wang, Lihong ;
Li, Qiang ;
Wang, Nina ;
Shan, Hongli ;
Li, Zhongyu ;
Yang, Baofeng .
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2010, 391 (01) :73-77
[3]   Factors Influencing the Statistical Power of Complex Data Analysis Protocols for Molecular Signature Development from Microarray Data [J].
Aliferis, Constantin F. ;
Statnikov, Alexander ;
Tsamardinos, Ioannis ;
Schildcrout, Jonathan S. ;
Shepherd, Bryan E. ;
Harrell, Frank E., Jr. .
PLOS ONE, 2009, 4 (03)
[4]  
[Anonymous], BIOMETRICA
[5]  
[Anonymous], KIDNEY INT S
[6]  
[Anonymous], [No title captured]
[7]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[8]   Impact of atherosclerotic plaque composition on coronary microembolization during percutaneous coronary interventions [J].
Boese, Dirk ;
von Birgelen, Clemens ;
Zhou, Xiu Ying ;
Schmermund, Axel ;
Philipp, Sebastian ;
Sack, Stefan ;
Konorza, Thomas ;
Moehlenkamp, Stefan ;
Leineweber, Kirsten ;
Kleinbongard, Petra ;
Wijns, William ;
Heusch, Gerd ;
Erbel, Raimund .
BASIC RESEARCH IN CARDIOLOGY, 2008, 103 (06) :587-597
[9]   The Roles of MicroRNAs in Heart Diseases: A Novel Important Regulator [J].
Cai, B. Z. ;
Pan, Z. W. ;
Lu, Y. J. .
CURRENT MEDICINAL CHEMISTRY, 2010, 17 (05) :407-411
[10]   Characterization of microRNAs in serum: a novel class of biomarkers for diagnosis of cancer and other diseases [J].
Chen, Xi ;
Ba, Yi ;
Ma, Lijia ;
Cai, Xing ;
Yin, Yuan ;
Wang, Kehui ;
Guo, Jigang ;
Zhang, Yujing ;
Chen, Jiangning ;
Guo, Xing ;
Li, Qibin ;
Li, Xiaoying ;
Wang, Wenjing ;
Zhang, Yan ;
Wang, Jin ;
Jiang, Xueyuan ;
Xiang, Yang ;
Xu, Chen ;
Zheng, Pingping ;
Zhang, Juanbin ;
Li, Ruiqiang ;
Zhang, Hongjie ;
Shang, Xiaobin ;
Gong, Ting ;
Ning, Guang ;
Wang, Jun ;
Zen, Ke ;
Zhang, Junfeng ;
Zhang, Chen-Yu .
CELL RESEARCH, 2008, 18 (10) :997-1006