201. Pathologic gene network rewiring implicates PPP1R3A as a central regulator in pressure overload heart failure
- Author
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Alex C.Y. Chang, Ching Shang, Hongzhe Li, Christine S. Moravec, Christine Malloy, Thomas P. Cappola, Stephen B. Montgomery, Pablo Cordero, Daniel Bernstein, Anna A. DePaoli-Roach, Euan A. Ashley, Sridhar Hannenhalli, Andrew C. Connolly, Michael Morley, Kenneth B. Margulies, Yong Huang, Frederick Dewey, Kevin S. Smith, Hakon Hakonarson, Daryl Waggott, Aldons J. Lusis, Jamie Skreen, Kathia Zaleta, Aleksandra Pavlovic, Scott Ritter, Nicole L. Glazer, Jeff Brandimarto, Elizabeth T Chin, Mingming Zhao, Ayca Erbilgin, W.H. Wilson Tang, Victoria N. Parikh, Matthew T. Wheeler, Michael J. Gloudemans, and Mingyao Li
- Subjects
0301 basic medicine ,Male ,Pyridines ,Gene regulatory network ,Regulator ,Benzeneacetamides ,General Physics and Astronomy ,Datasets as Topic ,Genome-wide association study ,02 engineering and technology ,Cardiovascular ,Rats, Sprague-Dawley ,Mice ,Phosphoprotein Phosphatases ,2.1 Biological and endogenous factors ,Gene Regulatory Networks ,Myocytes, Cardiac ,Aetiology ,lcsh:Science ,Cells, Cultured ,Regulator gene ,Regulation of gene expression ,Mice, Knockout ,Cultured ,Multidisciplinary ,Middle Aged ,021001 nanoscience & nanotechnology ,3. Good health ,Heart Disease ,Gene Knockdown Techniques ,Female ,0210 nano-technology ,Cardiac ,Sequence Analysis ,Metabolic Networks and Pathways ,Biotechnology ,Cellular signalling networks ,Science ,Cells ,Knockout ,Primary Cell Culture ,Quantitative Trait Loci ,Heart failure ,Computational biology ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,Gene interaction ,Genetics ,medicine ,Animals ,Humans ,Heart Failure ,Myocytes ,Animal ,Sequence Analysis, RNA ,Gene Expression Profiling ,Human Genome ,General Chemistry ,Cardiovascular genetics ,medicine.disease ,Rats ,Disease Models, Animal ,Good Health and Well Being ,030104 developmental biology ,Gene Expression Regulation ,Disease Models ,Expression quantitative trait loci ,RNA ,lcsh:Q ,Sprague-Dawley ,Gene expression ,Genome-Wide Association Study - Abstract
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., The genetic and pathogenetic basis of heart failure is incompletely understood. Here, the authors present a high-fidelity tissue collection from rapidly preserved failing and non-failing control hearts which are used for eQTL mapping and network analysis, resulting in the prioritization of PPP1R3A as a heart failure gene.
- Published
- 2019