Pathologic gene network rewiring implicates PPP1R3A as a central regulator in pressure overload heart failure

被引:19
作者
Cordero, Pablo [1 ,2 ]
Parikh, Victoria N. [1 ,2 ]
Chin, Elizabeth T. [1 ,2 ]
Erbilgin, Ayca [1 ]
Gloudemans, Michael J. [2 ,3 ]
Shang, Ching [1 ]
Huang, Yong [1 ]
Chang, Alex C. [1 ]
Smith, Kevin S. [3 ]
Dewey, Frederick [1 ]
Zaleta, Kathia [1 ]
Morley, Michael [4 ]
Brandimarto, Jeff [5 ]
Glazer, Nicole [6 ]
Waggott, Daryl [1 ]
Pavlovic, Aleksandra [1 ]
Zhao, Mingming [7 ]
Moravec, Christine S. [8 ]
Tang, W. H. Wilson [8 ,9 ]
Skreen, Jamie [10 ]
Malloy, Christine [11 ]
Hannenhalli, Sridhar [11 ]
Li, Hongzhe [12 ]
Ritter, Scott [4 ]
Li, Mingyao [12 ]
Bernstein, Daniel [7 ]
Connolly, Andrew [13 ]
Hakonarson, Hakon [14 ]
LusisD, Aldons J. [15 ]
Margulies, Kenneth B. [4 ,5 ,16 ]
Depaoli-Roach, Anna A. [17 ]
Montgomery, Stephen B. [3 ,18 ]
Wheeler, Matthew T. [1 ,19 ]
Cappola, Thomas [4 ,5 ,16 ]
Ashley, Euan A. [1 ,18 ,19 ]
机构
[1] Stanford Univ, Div Cardiovasc Med, Stanford, CA 94305 USA
[2] Stanford Univ, Biomed Informat Program, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Pathol, Stanford, CA 94305 USA
[4] Univ Penn, Div Cardiol, Philadelphia, PA 19104 USA
[5] Univ Penn, Dept Med, Philadelphia, PA 19104 USA
[6] Boston Univ, Sch Med, Dept Med, Boston, MA 02118 USA
[7] Stanford Univ, Dept Pediat, Stanford, CA 94305 USA
[8] Lerner Res Inst, Dept Cardiovasc & Metab Sci, Cleveland, OH 44195 USA
[9] Heart & Vasc Inst, Dept Cardiovasc Med, Cleveland, OH 44195 USA
[10] Providence Med Grp Milwaukie, Portland, OR 97222 USA
[11] Univ Maryland, Ctr Bioinformat & Computat Biol, College Pk, MD 20740 USA
[12] Univ Penn, Biostat & Epidemiol, Philadelphia, PA 19104 USA
[13] Univ Calif San Francisco, Dept Pathol, San Francisco, CA 94143 USA
[14] Childrens Hosp Philadelphia, Dept Pediat, Philadelphia, PA 19104 USA
[15] Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
[16] Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USA
[17] Indiana Univ, Sch Med, Indianapolis, IN 46202 USA
[18] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[19] Stanford Univ, Ctr Undiagnosed Dis, Stanford, CA 94305 USA
基金
美国国家卫生研究院;
关键词
ENRICHMENT ANALYSIS; EXPRESSION ANALYSIS; CATALYTIC SUBUNIT; ANNOTATION; GENOMICS; CARDIOMYOPATHY; MUSCLE; GWAS;
D O I
10.1038/s41467-019-10591-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Heart failure is a leading cause of mortality, yet our understanding of the genetic interactions underlying this disease remains incomplete. Here, we harvest 1352 healthy and failing human hearts directly from transplant center operating rooms, and obtain genome-wide genotyping and gene expression measurements for a subset of 313. We build failing and non-failing cardiac regulatory gene networks, revealing important regulators and cardiac expression quantitative trait loci (eQTLs). PPP1R3A emerges as a regulator whose network connectivity changes significantly between health and disease. RNA sequencing after PPP1R3A knockdown validates network-based predictions, and highlights metabolic pathway regulation associated with increased cardiomyocyte size and perturbed respiratory metabolism. Mice lacking PPP1R3A are protected against pressure-overload heart failure. We present a global gene interaction map of the human heart failure transition, identify previously unreported cardiac eQTLs, and demonstrate the discovery potential of disease-specific networks through the description of PPP1R3A as a central regulator in heart failure.
引用
收藏
页数:14
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