Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum

Nat Genet. 2025 Apr;57(4):829-838. doi: 10.1038/s41588-025-02140-2. Epub 2025 Apr 7.

Abstract

Heart failure is a complex trait, influenced by environmental and genetic factors, affecting over 30 million individuals worldwide. Here we report common-variant and rare-variant association studies of all-cause heart failure and examine how different classes of genetic variation impact its heritability. We identify 176 common-variant risk loci at genome-wide significance in 2,358,556 individuals and cluster these signals into five broad modules based on pleiotropic associations with anthropomorphic traits/obesity, blood pressure/renal function, atherosclerosis/lipids, immune activity and arrhythmias. In parallel, we uncover exome-wide significant associations for heart failure and rare predicted loss-of-function variants in TTN, MYBPC3, FLNC and BAG3 using exome sequencing of 376,334 individuals. We find that total burden heritability of rare coding variants is highly concentrated in a small set of Mendelian cardiomyopathy genes, while common-variant heritability is diffusely spread throughout the genome. Finally, we show that common-variant background modifies heart failure risk among carriers of rare pathogenic truncating variants in TTN. Together, these findings discern genetic links between dysregulated metabolism and heart failure and highlight a polygenic component to heart failure not captured by current clinical genetic testing.

MeSH terms

  • Adaptor Proteins, Signal Transducing / genetics
  • Apoptosis Regulatory Proteins
  • Carrier Proteins / genetics
  • Connectin / genetics
  • Exome Sequencing
  • Female
  • Gene Frequency* / genetics
  • Genetic Predisposition to Disease*
  • Genetic Variation*
  • Genome-Wide Association Study
  • Heart Failure* / genetics
  • Humans
  • Male
  • Polymorphism, Single Nucleotide

Substances

  • Connectin
  • TTN protein, human
  • Carrier Proteins
  • Adaptor Proteins, Signal Transducing
  • BAG3 protein, human
  • myosin-binding protein C
  • Apoptosis Regulatory Proteins

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