Altered microRNA expression in human heart disease

被引:514
作者
Ikeda, Sadakatsu [1 ]
Kong, Sek Won [1 ]
Lu, Jun [2 ,3 ]
Bisping, Egbert [1 ,4 ]
Zhang, Hao [2 ,3 ]
Allen, Paul D. [5 ]
Golub, Todd R. [2 ,3 ,6 ,7 ]
Pieske, Burkert [4 ]
Pu, William T. [1 ]
机构
[1] Childrens Hosp, Harvard Med Sch, Dept Cardiol, Dept Genet, Boston, MA 02115 USA
[2] Dana Farber Canc Inst, Harvard Med Sch, Dept Pediat Oncol, Boston, MA 02115 USA
[3] MIT, Broad Inst Harvard, Cambridge, MA 02139 USA
[4] Univ Gottingen, Dept Cardiol & Pneumol, D-3400 Gottingen, Germany
[5] Brigham & Womens Hosp, Harvard Med Sch, Dept Anesthesia Perioperat & Pain Med, Boston, MA 02115 USA
[6] Childrens Hosp, Boston, MA 02115 USA
[7] Howard Hughes Med Inst, Chevy Chase, MD USA
关键词
heart failure; gene expression; expression profiling;
D O I
10.1152/physiolgenomics.00144.2007
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
MicroRNAs are recently discovered regulators of gene expression and are becoming increasingly recognized as important regulators of heart function. Genome-wide profiling of microRNAs in human heart failure has not been reported previously. We measured expression of 428 microRNAs in 67 human left ventricular samples belonging to control (n = 10), ischemic cardiomyopathy (ICM, n = 19), dilated cardiomyopathy (DCM, n = 25), or aortic stenosis (AS, n = 13) diagnostic groups. miRNA expression between disease and control groups was compared by ANOVA with Dunnett's post hoc test. We controlled for multiple testing by estimating the false discovery rate. Out of 428 microRNAs measured, 87 were confidently detected; 43 were differentially expressed in at least one disease group. In supervised clustering, microRNA expression profiles correctly grouped samples by their clinical diagnosis, indicating that microRNA expression profiles are distinct between diagnostic groups. This was further supported by class prediction approaches, in which the class (control, ICM, DCM, AS) predicted by a microRNA-based classifier matched the clinical diagnosis 69% of the time (P < 0.001). These data show that expression of many microRNAs is altered in heart disease and that different types of heart disease are associated with distinct changes in microRNA expression. These data will guide further studies of the contribution of microRNAs to heart disease pathogenesis.
引用
收藏
页码:367 / 373
页数:7
相关论文
共 24 条
  • [1] The functions of animal microRNAs
    Ambros, V
    [J]. NATURE, 2004, 431 (7006) : 350 - 355
  • [2] MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004)
    Bartel, David P.
    [J]. CELL, 2007, 131 (04) : 11 - 29
  • [3] Microarray profiling of microRNAs reveals frequent coexpression with neighboring miRNAs and host genes
    Baskerville, S
    Bartel, DP
    [J]. RNA, 2005, 11 (03) : 241 - 247
  • [4] MicroRNA-133 controls cardiac hypertrophy
    Care, Alessandra
    Catalucci, Daniele
    Felicetti, Federica
    Bonci, Desiree
    Addario, Antonio
    Gallo, Paolo
    Bang, Marie-Louise
    Segnalini, Patrizia
    Gu, Yusu
    Dalton, Nancy D.
    Elia, Leonardo
    Latronico, Michael V. G.
    Hoydal, Morten
    Autore, Camillo
    Russo, Matteo A.
    Dorn, Gerald W., II
    Ellingsen, Oyvind
    Ruiz-Lozano, Pilar
    Peterson, Kirk L.
    Croce, Carlo M.
    Peschle, Cesare
    Condorelli, Gianluigi
    [J]. NATURE MEDICINE, 2007, 13 (05) : 613 - 618
  • [5] The role of microRNA-1 and microRNA-133 in skeletal muscle proliferation and differentiation
    Chen, JF
    Mandel, EM
    Thomson, JM
    Wu, QL
    Callis, TE
    Hammond, SM
    Conlon, FL
    Wang, DZ
    [J]. NATURE GENETICS, 2006, 38 (02) : 228 - 233
  • [6] CORTES C, 1995, MACH LEARN, V20, P273, DOI 10.1023/A:1022627411411
  • [7] Di Leva Gianpiero, 2006, Birth Defects Research, V78, P180, DOI 10.1002/bdrc.20073
  • [8] Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    Golub, TR
    Slonim, DK
    Tamayo, P
    Huard, C
    Gaasenbeek, M
    Mesirov, JP
    Coller, H
    Loh, ML
    Downing, JR
    Caligiuri, MA
    Bloomfield, CD
    Lander, ES
    [J]. SCIENCE, 1999, 286 (5439) : 531 - 537
  • [9] Griffen TD, 2004, J INDO-EUR STUD, V32, P11
  • [10] Identification of a gene expression profile that differentiates between ischemic and nonischemic cardiomyopathy
    Kittleson, MM
    Ye, SQ
    Irizarry, RA
    Minhas, KM
    Edness, G
    Conte, JV
    Parmigiani, G
    Miller, LW
    Chen, YJ
    Hall, JL
    Garcia, JGN
    Hare, JM
    [J]. CIRCULATION, 2004, 110 (22) : 3444 - 3451