ORIGINAL RESEARCH article

Front. Cardiovasc. Med.

Sec. Cardiovascular Genetics and Systems Medicine

Volume 12 - 2025 | doi: 10.3389/fcvm.2025.1546493

Identification of Candidate Cardiomyopathy Modifier Genes through Genome Sequencing and RNA Profiling

Provisionally accepted
Malene  E LindholmMalene E Lindholm1*Sarah  AbramowitzSarah Abramowitz1Daryl  M WaggottDaryl M Waggott1Megan  E GroveMegan E Grove1Frederick  E DeweyFrederick E Dewey1Cuiping  PanCuiping Pan1Aleksandra  PavlovicAleksandra Pavlovic1Ching  ShangChing Shang1Yong  HuangYong Huang1Leore  BensabathLeore Bensabath1Rachel  L GoldfederRachel L Goldfeder1Sergio Pablo  CorderoSergio Pablo Cordero1Ayca  ErbilginAyca Erbilgin1James  PriestJames Priest1Hassan  ChaibHassan Chaib1Megan  Roy-PuckelwartzMegan Roy-Puckelwartz2Sharlene  M DaySharlene M Day3Elizabeth  M McNallyElizabeth M McNally2Thomas  CappolaThomas Cappola3Gerald  DornGerald Dorn4Euan  A AshleyEuan A Ashley1Matthew  T WheelerMatthew T Wheeler1
  • 1Stanford University, Stanford, United States
  • 2Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States
  • 3University of Pennsylvania, Philadelphia, Pennsylvania, United States
  • 4School of Medicine, Washington University in St. Louis, St. Louis, Missouri, United States

The final, formatted version of the article will be published soon.

Background. Phenotypic heterogeneity is apparent among individuals with putative monogenic disease, such as familial hypertrophic cardiomyopathy. Genome sequencing (GS) allows interrogation of the full spectrum of inborn genetic variation in an individual and RNA profiling provides a snapshot of the cardiac-specific pathogenic effects on gene expression. Objectives. Identify candidate genetic modifiers of hypertrophic cardiomyopathy phenotype. Methods. We performed GS of 48 individuals with variants in MYH7, the gene encoding beta myosin heavy chain, and a personal or family history of cardiomyopathy. The genome sequences were annotated with a custom pipeline optimized for cardiovascular gene variant detection.We utilized multiple lines of evidence to prioritize genes together with rare variant gene-based association testing to identify candidate genetic modifiers. Results. GS identified the MYH7 variant in all 48 cases. Several variants were reclassified based on best available data. We identified known disease-associated genes (MYBPC3, FHOD3), a priori candidate modifiers (ATP1A2, RYR2), and novel candidate modifiers of cardiomyopathy including PACSIN3 and SORBS2. We identified regulatory variants and intergenic regions associated with the phenotypes. Using RNA profiling, we show that several genes identified through gene-based association testing are differentially regulated in human hypertrophic cardiomyopathy, and in models of disease. Conclusion. Evaluation of the whole genome, even in the case of alleged monogenic disease, leads to important new insights. The identified variants, regions, and genes are candidates to modify disease presentation in cardiomyopathy.

Keywords: hypertrophic cardiomyopathy, MYH7, modifier, Genome sequencing, left ventricular hypertrophy

Received: 17 Dec 2024; Accepted: 03 Mar 2025.

Copyright: © 2025 Lindholm, Abramowitz, Waggott, Grove, Dewey, Pan, Pavlovic, Shang, Huang, Bensabath, Goldfeder, Cordero, Erbilgin, Priest, Chaib, Roy-Puckelwartz, Day, McNally, Cappola, Dorn, Ashley and Wheeler. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Malene E Lindholm, Stanford University, Stanford, United States

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