Circulating microRNA as a biomarker for recovery in pediatric dilated cardiomyopathy

被引:62
作者
Miyamoto, Shelley D. [1 ]
Karimpour-Fard, Anis [2 ]
Peterson, Valencia [3 ]
Auerbach, Scott R. [1 ]
Stenmark, Kurt R. [4 ]
Stauffer, Brian L. [3 ,5 ]
Sucharov, Carmen C. [3 ]
机构
[1] Univ Colorado, Sch Med, Childrens Hosp Colorado, Dept Pediat, Aurora, CO 80045 USA
[2] Univ Colorado, Dept Pharmacol & Med, Aurora, CO 80045 USA
[3] Univ Colorado, Div Cardiol, Aurora, CO 80045 USA
[4] Univ Colorado, Cardiovasc Pulm Res Lab, Aurora, CO 80045 USA
[5] Denver Hlth & Hosp Author, Div Cardiol, Denver, CO USA
基金
美国国家卫生研究院;
关键词
circulating miRNA; dilated cardiomyopathy; pediatric heart failure; biomarker; random forest; HEART-FAILURE; CHILDREN; EXPRESSION; PREDICTORS; PROGNOSIS; OUTCOMES; TRANSPLANTATION; PROTECTS; INFANTS; EVENTS;
D O I
10.1016/j.healun.2015.01.979
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BACKGROUND: MicroRNAs (miRNAs) are short regulatory RNAs that control gene expression through interacting with the 3'UTR of target messenger RNAs. The purpose of this study was to determine if circulating miRNAs are useful biomarkers of outcome in children with dilated cardiomyopathy (DCM). METHODS: An array for 754 miRNAs and real time polymerase chain reaction confirmation of select miRNAs were performed. Serum from 55 children <18 years old with DCM was analyzed. Samples were drawn from all patients with DCM when undergoing heart transplant evaluation and/or at the time of trarisplantation. Patients with DCM were categorized based on when their blood was drawn (Pre-Transplant or Transplant) and outcome (Transplant/died or Recovered). RESULTS: Two miRNAs were significantly up-regulated (hsa-miR-155 and hsa-miR-636) and 2 miRNAs were down-regulated (hsa-miR-646 and hsa-miR-639) in patients with DCM who were transplanted or died compared with patients with DCM who recovered their ventricular function. Receiver operator curves, performed for differences in any 1 of these 4 differentially regulated miRNAs in patients who were transplanted or died compared with patients who recovered, resulted in an area under the receiver operating characteristic curve of 0.875 for the Pre-Transplant blood draw time point and an area under the receiver operating characteristic curve of 0.93 for the day of Transplant time point. CONCLUSIONS: We identified specific miRNAs that are differentially regulated between children with DCM who need a transplant compared with children with DCM who recover. A unique biomarker signature of miRNAs that are specific to children with DCM who have the potential to recover would be valuable in risk stratification of this challenging patient population. (C) 2015 International Society for Heart and Lung Transplantation. All rights reserved.
引用
收藏
页码:724 / 733
页数:10
相关论文
共 42 条
  • [1] Outcome predictors for pediatric dilated cardiomyopathy: A systematic review
    Alvarez, Jorge A.
    Wilkinson, James D.
    Lipshultz, Steven E.
    [J]. PROGRESS IN PEDIATRIC CARDIOLOGY, 2007, 23 (1-2) : 25 - 32
  • [2] microRNAs: Tiny regulators with great potential
    Ambros, V
    [J]. CELL, 2001, 107 (07) : 823 - 826
  • [3] Epidemiology of idiopathic cardiomyopathies in children and adolescents - A nationwide study in Finland
    Arola, A
    Jokinen, E
    Ruuskanen, O
    Saraste, M
    Pesonen, E
    Kuusela, AL
    Tikanoja, T
    Paavilainen, T
    Simell, O
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 1997, 146 (05) : 385 - 393
  • [4] Idiopathic dilated cardiomyopathy in children: Prognostic indicators and outcome
    Arola, A
    Tuominen, J
    Ruuskanen, O
    Jokinen, E
    [J]. PEDIATRICS, 1998, 101 (03) : 369 - 376
  • [5] BNP Levels Predict Outcome in Pediatric Heart Failure Patients Post Hoc Analysis of the Pediatric Carvedilol Trial
    Auerbach, Scott R.
    Richmond, Marc E.
    Lamour, Jacqueline M.
    Blume, Elizabeth D.
    Addonizio, Linda J.
    Shaddy, Robert E.
    Mahony, Lynn
    Pahl, Elfriede
    Hsu, Daphne T.
    [J]. CIRCULATION-HEART FAILURE, 2010, 3 (05) : 606 - 611
  • [6] Random forests
    Breiman, L
    [J]. MACHINE LEARNING, 2001, 45 (01) : 5 - 32
  • [7] MicroRNAs Expression Profiles in Cardiovascular Diseases
    Bronze-da-Rocha, Elsa
    [J]. BIOMED RESEARCH INTERNATIONAL, 2014, 2014
  • [8] BURCH M, 1994, BRIT HEART J, V72, P246
  • [9] MicroRNA Profiling Identifies MicroRNA-155 as an Adverse Mediator of Cardiac Injury and Dysfunction During Acute Viral Myocarditis
    Corsten, Maarten F.
    Papageorgiou, Anna
    Verhesen, Wouter
    Carai, Paolo
    Lindow, Morten
    Obad, Susanna
    Summer, Georg
    Coort, Susan L. M.
    Hazebroek, Mark
    van Leeuwen, Rick
    Gijbels, Marion J. J.
    Wijnands, Erwin
    Biessen, Erik A. L.
    De Winther, Menno P. J.
    Stassen, Frank R. M.
    Carmeliet, Peter
    Kauppinen, Sakari
    Schroen, Blanche
    Heymans, Stephane
    [J]. CIRCULATION RESEARCH, 2012, 111 (04) : 415 - U155
  • [10] Circulating MicroRNA-208b and MicroRNA-499 Reflect Myocardial Damage in Cardiovascular Disease
    Corsten, Maarten F.
    Dennert, Robert
    Jochems, Sylvia
    Kuznetsova, Tatiana
    Devaux, Yvan
    Hofstra, Leon
    Wagner, Daniel R.
    Staessen, Jan A.
    Heymans, Stephane
    Schroen, Blanche
    [J]. CIRCULATION-CARDIOVASCULAR GENETICS, 2010, 3 (06) : 499 - 506