David S. M. Lee, Kathleen M. Cardone, David Y. Zhang, Noah L. Tsao, Sarah Abramowitz, Pranav Sharma, John S. DePaolo, Mitchell Conery, Krishna G. Aragam, Kiran Biddinger, Ozan Dilitikas, Lily Hoffman-Andrews, Renae L. Judy, Atlas Khan, Iftikhar J. Kullo, Megan J. Puckelwartz, Nosheen Reza, Benjamin A. Satterfield, Pankhuri Singhal, Penn Medicine Biobank, Zoltan Arany, Thomas P. Cappola, Eric D. Carruth, Sharlene M. Day, Ron Do, Christopher M. Haggerty, Jacob Joseph, Elizabeth M. McNally, Girish Nadkarni, Anjali T. Owens, Daniel J. Rader, Marylyn D. Ritchie, Yan V. Sun, Benjamin F. Voight, Michael G. Levin, Scott M. Damrauer
{"title":"Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum","authors":"David S. M. Lee, Kathleen M. Cardone, David Y. Zhang, Noah L. Tsao, Sarah Abramowitz, Pranav Sharma, John S. DePaolo, Mitchell Conery, Krishna G. Aragam, Kiran Biddinger, Ozan Dilitikas, Lily Hoffman-Andrews, Renae L. Judy, Atlas Khan, Iftikhar J. Kullo, Megan J. Puckelwartz, Nosheen Reza, Benjamin A. Satterfield, Pankhuri Singhal, Penn Medicine Biobank, Zoltan Arany, Thomas P. Cappola, Eric D. Carruth, Sharlene M. Day, Ron Do, Christopher M. Haggerty, Jacob Joseph, Elizabeth M. McNally, Girish Nadkarni, Anjali T. Owens, Daniel J. Rader, Marylyn D. Ritchie, Yan V. Sun, Benjamin F. Voight, Michael G. Levin, Scott M. Damrauer","doi":"10.1038/s41588-025-02140-2","DOIUrl":null,"url":null,"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. Common-variant and rare-variant association analyses combining datasets from multiple populations yield insights into the genetic architecture of all-cause heart failure across the allele-frequency spectrum.","PeriodicalId":18985,"journal":{"name":"Nature genetics","volume":"57 4","pages":"829-838"},"PeriodicalIF":31.7000,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature genetics","FirstCategoryId":"99","ListUrlMain":"https://www.nature.com/articles/s41588-025-02140-2","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0
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. Common-variant and rare-variant association analyses combining datasets from multiple populations yield insights into the genetic architecture of all-cause heart failure across the allele-frequency spectrum.
期刊介绍:
Nature Genetics publishes the very highest quality research in genetics. It encompasses genetic and functional genomic studies on human and plant traits and on other model organisms. Current emphasis is on the genetic basis for common and complex diseases and on the functional mechanism, architecture and evolution of gene networks, studied by experimental perturbation.
Integrative genetic topics comprise, but are not limited to:
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-Molecular analysis of simple and complex genetic traits
-Cancer genetics
-Agricultural genomics
-Developmental genetics
-Regulatory variation in gene expression
-Strategies and technologies for extracting function from genomic data
-Pharmacological genomics
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