bioRxivGenomicsPreprint
Pathologic gene network rewiring implicates PPP1R3A as a central cardioprotective factor in pressure overload heart failure
Pablo Cordero, Victoria Nicole ParikhiD, Ayça Erbilgin, Ching Shang, Kevin S. SmithiD, Frederick E. Dewey, Kathia Zaleta-RiveraiD, Michael P. MorleyiD, Jeffrey BrandimartoiD, Nicole L. GlazeriD, Aleksandra PavlovićiD, Christine Schomisch MoraveciD, W.H. Wilson TangiD, Jamie Viterna, Christine Malloy, Sridhar S. HannenhalliiD, Hongzhe LiiD, Scott Ritter, Mingyao LiiD, Andrew J. ConnollyiD, Hakon H. HakonarsoniD, Aldons Jake LusisiD, Kenneth B. MarguliesiD, Anna A DePaoli-RoachiD, Stephen B. MontgomeryiD, , Euan Angus AshleyiD
Abstract
Heart failure is a leading cause of mortality, yet our understanding of the genetic interactions underlying this disease remains incomplete. Here, we harvested 1352 healthy and failing human hearts directly from transplant center operating rooms, and obtained genome-wide genotyping and gene expression measurements for a subset of 313. We built failing and non-failing cardiac regulatory gene networks, revealing important regulators and cardiac expression quantitative trait loci (eQTLs). PPP1R3A emerged as a novel regulator whose network connectivity changed significantly between health and disease. Time-course RNA sequencing after PPP1R3A knock-down validated network-based predictions of metabolic pathway expression, increased cardiomyocyte size, and perturbed respiratory metabolism. Mice lacking PPP1R3A were protected against pressure-overload heart failure. We present a global gene interaction map of the human heart failure transition, identify new cardiac eQTLs, and demonstrate the discovery potential of disease-specific networks through the description of PPP1R3A as a novel central protective regulator in heart failure.
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 3
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Repression of Pdzrn3 is required for heart maturation and protects against heart failure
M. Pernot, b. Paspard, … c. DUPLAA·bioRxiv·Jul 29, 2020
- Global Analyses of Genomic and Epigenomic Influences on Gene Expression Reveals Serpina3n as a Major Regulator of Cardiac Gene Expression in Response to Catecholamine Challenge During Heart Failure
Caitlin Lahue, Sriram Ravindran, … Christoph D Rau·bioRxiv·Sep 7, 2025
- Inhibition of Cardiac p38 Highlights the Role of the Phosphoproteome in Heart Failure Progression
Sogol Sedighi, Ting Liu, … D. Brian Foster·ACS OmegaPeer-reviewed·Aug 6, 2025
- The epidermal growth factor (EGF) receptor family network in cardiac hypertrophy and heart failure
Stephen J. Fuller, Susanna T.E. Cooper, … Angela Clerk·bioRxiv·Oct 26, 2026
- A common gene signature of the right ventricle in failing rat and human hearts
Liane Jurida, Sebastian Werner, … Michael Kracht·Nature Cardiovascular ResearchPeer-reviewed·Jul 5, 2024
- A NRF2/beta3-adrenoreceptor axis drives a sustained antioxidant and metabolic rewiring through the pentose-phosphate pathway to alleviate cardiac stress
L. Michel, H. Esfahani, … J.-L. Balligand·bioRxiv·Nov 10, 2023