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Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum
by
Voight, Benjamin F.
, Sharma, Pranav
, Puckelwartz, Megan J.
, Zhang, David Y.
, Conery, Mitchell
, Singhal, Pankhuri
, Joseph, Jacob
, Carruth, Eric D.
, Day, Sharlene M.
, Sun, Yan V.
, Aragam, Krishna G.
, Tsao, Noah L.
, Satterfield, Benjamin A.
, Damrauer, Scott M.
, Levin, Michael G.
, Lee, David S. M.
, Cardone, Kathleen M.
, Hoffman-Andrews, Lily
, Cappola, Thomas P.
, Dikilitas, Ozan
, Nadkarni, Girish
, Rader, Daniel J.
, Judy, Renae L.
, McNally, Elizabeth M.
, Ritchie, Marylyn D.
, Khan, Atlas
, Haggerty, Christopher M.
, Arany, Zoltan
, Owens, Anjali T.
, DePaolo, John S.
, Reza, Nosheen
, Abramowitz, Sarah
, Biddinger, Kiran
, Kullo, Iftikhar J.
, Do, Ron
in
38/39
/ 38/43
/ 38/91
/ 45/43
/ 631/208/205/2138
/ 692/308/2056
/ 692/699/75/230
/ Adaptor Proteins, Signal Transducing - genetics
/ Agriculture
/ Alleles
/ Animal Genetics and Genomics
/ Anthropometry
/ Apoptosis Regulatory Proteins
/ Arrhythmia
/ Arteriosclerosis
/ Atherosclerosis
/ Biomedical and Life Sciences
/ Biomedicine
/ Blood pressure
/ Cancer Research
/ Cardiac arrhythmia
/ Cardiomyopathy
/ Carrier Proteins - genetics
/ Congestive heart failure
/ Connectin - genetics
/ Coronary vessels
/ Diabetes
/ Disease
/ Exome Sequencing
/ Failure
/ Female
/ Frequency spectrum
/ Gene frequency
/ Gene Frequency - genetics
/ Gene Function
/ Gene loci
/ Genetic diversity
/ Genetic factors
/ Genetic Predisposition to Disease
/ Genetic screening
/ Genetic Variation
/ Genome-Wide Association Study
/ Genomes
/ Heart failure
/ Heart Failure - genetics
/ Heritability
/ Human Genetics
/ Humans
/ Lipids
/ Male
/ Meta-analysis
/ Metabolism
/ Myosin Binding Protein C
/ Polygenic inheritance
/ Polymorphism, Single Nucleotide
/ Proteins
/ Renal function
/ Sequences
/ Whole genome sequencing
2025
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Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum
by
Voight, Benjamin F.
, Sharma, Pranav
, Puckelwartz, Megan J.
, Zhang, David Y.
, Conery, Mitchell
, Singhal, Pankhuri
, Joseph, Jacob
, Carruth, Eric D.
, Day, Sharlene M.
, Sun, Yan V.
, Aragam, Krishna G.
, Tsao, Noah L.
, Satterfield, Benjamin A.
, Damrauer, Scott M.
, Levin, Michael G.
, Lee, David S. M.
, Cardone, Kathleen M.
, Hoffman-Andrews, Lily
, Cappola, Thomas P.
, Dikilitas, Ozan
, Nadkarni, Girish
, Rader, Daniel J.
, Judy, Renae L.
, McNally, Elizabeth M.
, Ritchie, Marylyn D.
, Khan, Atlas
, Haggerty, Christopher M.
, Arany, Zoltan
, Owens, Anjali T.
, DePaolo, John S.
, Reza, Nosheen
, Abramowitz, Sarah
, Biddinger, Kiran
, Kullo, Iftikhar J.
, Do, Ron
in
38/39
/ 38/43
/ 38/91
/ 45/43
/ 631/208/205/2138
/ 692/308/2056
/ 692/699/75/230
/ Adaptor Proteins, Signal Transducing - genetics
/ Agriculture
/ Alleles
/ Animal Genetics and Genomics
/ Anthropometry
/ Apoptosis Regulatory Proteins
/ Arrhythmia
/ Arteriosclerosis
/ Atherosclerosis
/ Biomedical and Life Sciences
/ Biomedicine
/ Blood pressure
/ Cancer Research
/ Cardiac arrhythmia
/ Cardiomyopathy
/ Carrier Proteins - genetics
/ Congestive heart failure
/ Connectin - genetics
/ Coronary vessels
/ Diabetes
/ Disease
/ Exome Sequencing
/ Failure
/ Female
/ Frequency spectrum
/ Gene frequency
/ Gene Frequency - genetics
/ Gene Function
/ Gene loci
/ Genetic diversity
/ Genetic factors
/ Genetic Predisposition to Disease
/ Genetic screening
/ Genetic Variation
/ Genome-Wide Association Study
/ Genomes
/ Heart failure
/ Heart Failure - genetics
/ Heritability
/ Human Genetics
/ Humans
/ Lipids
/ Male
/ Meta-analysis
/ Metabolism
/ Myosin Binding Protein C
/ Polygenic inheritance
/ Polymorphism, Single Nucleotide
/ Proteins
/ Renal function
/ Sequences
/ Whole genome sequencing
2025
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Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum
by
Voight, Benjamin F.
, Sharma, Pranav
, Puckelwartz, Megan J.
, Zhang, David Y.
, Conery, Mitchell
, Singhal, Pankhuri
, Joseph, Jacob
, Carruth, Eric D.
, Day, Sharlene M.
, Sun, Yan V.
, Aragam, Krishna G.
, Tsao, Noah L.
, Satterfield, Benjamin A.
, Damrauer, Scott M.
, Levin, Michael G.
, Lee, David S. M.
, Cardone, Kathleen M.
, Hoffman-Andrews, Lily
, Cappola, Thomas P.
, Dikilitas, Ozan
, Nadkarni, Girish
, Rader, Daniel J.
, Judy, Renae L.
, McNally, Elizabeth M.
, Ritchie, Marylyn D.
, Khan, Atlas
, Haggerty, Christopher M.
, Arany, Zoltan
, Owens, Anjali T.
, DePaolo, John S.
, Reza, Nosheen
, Abramowitz, Sarah
, Biddinger, Kiran
, Kullo, Iftikhar J.
, Do, Ron
in
38/39
/ 38/43
/ 38/91
/ 45/43
/ 631/208/205/2138
/ 692/308/2056
/ 692/699/75/230
/ Adaptor Proteins, Signal Transducing - genetics
/ Agriculture
/ Alleles
/ Animal Genetics and Genomics
/ Anthropometry
/ Apoptosis Regulatory Proteins
/ Arrhythmia
/ Arteriosclerosis
/ Atherosclerosis
/ Biomedical and Life Sciences
/ Biomedicine
/ Blood pressure
/ Cancer Research
/ Cardiac arrhythmia
/ Cardiomyopathy
/ Carrier Proteins - genetics
/ Congestive heart failure
/ Connectin - genetics
/ Coronary vessels
/ Diabetes
/ Disease
/ Exome Sequencing
/ Failure
/ Female
/ Frequency spectrum
/ Gene frequency
/ Gene Frequency - genetics
/ Gene Function
/ Gene loci
/ Genetic diversity
/ Genetic factors
/ Genetic Predisposition to Disease
/ Genetic screening
/ Genetic Variation
/ Genome-Wide Association Study
/ Genomes
/ Heart failure
/ Heart Failure - genetics
/ Heritability
/ Human Genetics
/ Humans
/ Lipids
/ Male
/ Meta-analysis
/ Metabolism
/ Myosin Binding Protein C
/ Polygenic inheritance
/ Polymorphism, Single Nucleotide
/ Proteins
/ Renal function
/ Sequences
/ Whole genome sequencing
2025
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Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum
Journal Article
Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum
2025
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Overview
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.
Publisher
Nature Publishing Group US,Nature Publishing Group
Subject
/ 38/43
/ 38/91
/ 45/43
/ Adaptor Proteins, Signal Transducing - genetics
/ Alleles
/ Animal Genetics and Genomics
/ Apoptosis Regulatory Proteins
/ Biomedical and Life Sciences
/ Diabetes
/ Disease
/ Failure
/ Female
/ Genetic Predisposition to Disease
/ Genome-Wide Association Study
/ Genomes
/ Humans
/ Lipids
/ Male
/ Polymorphism, Single Nucleotide
/ Proteins
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