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Genetic insights into resting heart rate and its role in cardiovascular disease

Authors :
van de Vegte, Yordi
Eppinga, Ruben P.
van der Ende, M. Yldau
Hagemeijer, Yanick
Mahendran, Yuvaraj V.
Salfati, Elias Y.
Smith, Albert E.
Tan, Vanessa
Arking, Dan V.
Ntalla, Ioanna
Appel, Emil A.
Schurmann, Claudia
Brody, Jennifer
Rueedi, Rico
Polasek, Ozren
Sveinbjornsson, Gardar
Lecoeur, Cecile
Ladenvall, Claes
Zhao, Jing Hua
Isaacs, Aaron
Wang, Lihua
Luan, Jian'an
Hwang, Shih-Jen
Mononen, Nina U.
Auro, Kirsi F.
Jackson, Anne
Bielak, Lawrence
Zeng, Linyao
Shah, Nabi
Nethander, Maria
Campbell, Archie
Rankinen, Tuomo
Pechlivanis, Sonali
Qi, Lu
Zhao, Wei
Rizzi, Federica
Tanaka, Toshiko
Robino, Antonietta
Cocca, Massimiliano
Lange, Leslie
Mueller-Nurasyid, Martina
Roselli, Carolina E.
Zhang, Weihua
Kleber, Marcus J.
Guo, Xiuqing
Lin, Henry E.
Pavani, Francesca
Galesloot, Tessel
Noordam, Raymond E.
Milaneschi, Yuri
Schraut, Katharina
den Hoed, Marcel
Degenhardt, Frauke E.
Trompet, Stella
van den Berg, Marten
Pistis, Giorgio
Tham, Yih-Chung S.
Weiss, Stefan L.
Sim, Xueling J.
Li, Hengtong M.
van der Most, Peter
Nolte, Ilja
Lyytikaeinen, Leo-Pekka R.
Said, M. Abdullah
Witte, Daniel
Iribarren, Carlos M.
Launer, Lenore S.
Ring, Susan
de Vries, Paul
Sever, Peter P.
Linneberg, Allan
Bottinger, Erwin M.
Padmanabhan, Sandosh
Psaty, Bruce
Sotoodehnia, Nona
Kolcic, Ivana
Roshandel, Delnaz D.
Paterson, Andrew O.
Arnar, David F.
Gudbjartsson, Daniel
Holm, Hilma
Balkau, Beverley T.
Silva, Claudia H.
Newton-Cheh, Christopher
Nikus, Kjell
Salo, Perttu L.
Mohlke, Karen A.
Peyser, Patricia
Schunkert, Heribert
Lorentzon, Mattias
Lahti, Jari C.
Rao, Dabeeru C.
Cornelis, Marilyn D.
Faul, Jessica A.
Smith, Jennifer
Stolarz-Skrzypek, Katarzyna
Bandinelli, Stefania
Concas, Maria Pina
Sinagra, Gianfranco
Meitinger, Thomas
Waldenberger, Melanie F.
Sinner, Moritz
Strauch, Konstantin E.
Delgado, Graciela D.
Taylor, Kent
Yao, Jie
Foco, Luisa
Melander, Olle
de Graaf, Jacqueline
de Mutsert, Renee
de Geus, Eco J. C.
Johansson, Åsa
Joshi, Peter K.
Lind, Lars
Franke, Andre W.
Macfarlane, Peter V.
Tarasov, Kirill
Tan, Nicholas B.
Felix, Stephan
Tai, E-Shyong Q.
Quek, Debra
Snieder, Harold
Ormel, Johan
Ingelsson, Martin
Lindgren, Cecilia P.
Morris, Andrew T.
Raitakari, Olli
Hansen, Torben
Assimes, Themistocles
Gudnason, Vilmundur J.
Timpson, Nicholas C.
Morrison, Alanna B.
Munroe, Patricia P.
Strachan, David
Grarup, Niels
Loos, Ruth J. F. R.
Heckbert, Susan
Vollenweider, Peter
Hayward, Caroline
Stefansson, Kari
Froguel, Philippe
Groop, Leif J.
Wareham, Nicholas M.
van Duijn, Cornelia F.
Feitosa, Mary J.
O'Donnell, Christopher
Kaehoenen, Mika
Perola, Markus
Boehnke, Michael
Kardia, Sharon L. R.
Erdmann, Jeanette
Palmer, Colin N. A.
Ohlsson, Claes J.
Porteous, David G.
Eriksson, Johan
Bouchard, Claude
Moebus, Susanne
Kraft, Peter R.
Weir, David
Cusi, Daniele
Ferrucci, Luigi
Ulivi, Sheila
Girotto, Giorgia
Correa, Adolfo
Kaeaeb, Stefan
Peters, Annette C.
Chambers, John S.
Kooner, Jaspal
Maerz, Winfried I.
Rotter, Jerome A.
Hicks, Andrew
Smith, J. Gustav
Kiemeney, Lambertus A. L. M. O.
Mook-Kanamori, Dennis
Penninx, Brenda W. J. H.
Gyllensten, Ulf
Wilson, James
Burgess, Stephen
Sundström, Johan
Lieb, Wolfgang
Jukema, J. Wouter
Eijgelsheim, Mark
Lakatta, Edward L. M.
Cheng, Ching-Yu
Doerr, Marcus
Wong, Tien-Yin
Sabanayagam, Charumathi J.
Oldehinkel, Albertine
Riese, Harriette
Lehtimaeki, Terho
Verweij, Niek
van der Harst, Pim
van de Vegte, Yordi
Eppinga, Ruben P.
van der Ende, M. Yldau
Hagemeijer, Yanick
Mahendran, Yuvaraj V.
Salfati, Elias Y.
Smith, Albert E.
Tan, Vanessa
Arking, Dan V.
Ntalla, Ioanna
Appel, Emil A.
Schurmann, Claudia
Brody, Jennifer
Rueedi, Rico
Polasek, Ozren
Sveinbjornsson, Gardar
Lecoeur, Cecile
Ladenvall, Claes
Zhao, Jing Hua
Isaacs, Aaron
Wang, Lihua
Luan, Jian'an
Hwang, Shih-Jen
Mononen, Nina U.
Auro, Kirsi F.
Jackson, Anne
Bielak, Lawrence
Zeng, Linyao
Shah, Nabi
Nethander, Maria
Campbell, Archie
Rankinen, Tuomo
Pechlivanis, Sonali
Qi, Lu
Zhao, Wei
Rizzi, Federica
Tanaka, Toshiko
Robino, Antonietta
Cocca, Massimiliano
Lange, Leslie
Mueller-Nurasyid, Martina
Roselli, Carolina E.
Zhang, Weihua
Kleber, Marcus J.
Guo, Xiuqing
Lin, Henry E.
Pavani, Francesca
Galesloot, Tessel
Noordam, Raymond E.
Milaneschi, Yuri
Schraut, Katharina
den Hoed, Marcel
Degenhardt, Frauke E.
Trompet, Stella
van den Berg, Marten
Pistis, Giorgio
Tham, Yih-Chung S.
Weiss, Stefan L.
Sim, Xueling J.
Li, Hengtong M.
van der Most, Peter
Nolte, Ilja
Lyytikaeinen, Leo-Pekka R.
Said, M. Abdullah
Witte, Daniel
Iribarren, Carlos M.
Launer, Lenore S.
Ring, Susan
de Vries, Paul
Sever, Peter P.
Linneberg, Allan
Bottinger, Erwin M.
Padmanabhan, Sandosh
Psaty, Bruce
Sotoodehnia, Nona
Kolcic, Ivana
Roshandel, Delnaz D.
Paterson, Andrew O.
Arnar, David F.
Gudbjartsson, Daniel
Holm, Hilma
Balkau, Beverley T.
Silva, Claudia H.
Newton-Cheh, Christopher
Nikus, Kjell
Salo, Perttu L.
Mohlke, Karen A.
Peyser, Patricia
Schunkert, Heribert
Lorentzon, Mattias
Lahti, Jari C.
Rao, Dabeeru C.
Cornelis, Marilyn D.
Faul, Jessica A.
Smith, Jennifer
Stolarz-Skrzypek, Katarzyna
Bandinelli, Stefania
Concas, Maria Pina
Sinagra, Gianfranco
Meitinger, Thomas
Waldenberger, Melanie F.
Sinner, Moritz
Strauch, Konstantin E.
Delgado, Graciela D.
Taylor, Kent
Yao, Jie
Foco, Luisa
Melander, Olle
de Graaf, Jacqueline
de Mutsert, Renee
de Geus, Eco J. C.
Johansson, Åsa
Joshi, Peter K.
Lind, Lars
Franke, Andre W.
Macfarlane, Peter V.
Tarasov, Kirill
Tan, Nicholas B.
Felix, Stephan
Tai, E-Shyong Q.
Quek, Debra
Snieder, Harold
Ormel, Johan
Ingelsson, Martin
Lindgren, Cecilia P.
Morris, Andrew T.
Raitakari, Olli
Hansen, Torben
Assimes, Themistocles
Gudnason, Vilmundur J.
Timpson, Nicholas C.
Morrison, Alanna B.
Munroe, Patricia P.
Strachan, David
Grarup, Niels
Loos, Ruth J. F. R.
Heckbert, Susan
Vollenweider, Peter
Hayward, Caroline
Stefansson, Kari
Froguel, Philippe
Groop, Leif J.
Wareham, Nicholas M.
van Duijn, Cornelia F.
Feitosa, Mary J.
O'Donnell, Christopher
Kaehoenen, Mika
Perola, Markus
Boehnke, Michael
Kardia, Sharon L. R.
Erdmann, Jeanette
Palmer, Colin N. A.
Ohlsson, Claes J.
Porteous, David G.
Eriksson, Johan
Bouchard, Claude
Moebus, Susanne
Kraft, Peter R.
Weir, David
Cusi, Daniele
Ferrucci, Luigi
Ulivi, Sheila
Girotto, Giorgia
Correa, Adolfo
Kaeaeb, Stefan
Peters, Annette C.
Chambers, John S.
Kooner, Jaspal
Maerz, Winfried I.
Rotter, Jerome A.
Hicks, Andrew
Smith, J. Gustav
Kiemeney, Lambertus A. L. M. O.
Mook-Kanamori, Dennis
Penninx, Brenda W. J. H.
Gyllensten, Ulf
Wilson, James
Burgess, Stephen
Sundström, Johan
Lieb, Wolfgang
Jukema, J. Wouter
Eijgelsheim, Mark
Lakatta, Edward L. M.
Cheng, Ching-Yu
Doerr, Marcus
Wong, Tien-Yin
Sabanayagam, Charumathi J.
Oldehinkel, Albertine
Riese, Harriette
Lehtimaeki, Terho
Verweij, Niek
van der Harst, Pim
Publication Year :
2023

Abstract

The genetics and clinical consequences of resting heart rate (RHR) remain incompletely understood. Here, the authors discover new genetic variants associated with RHR and find that higher genetically predicted RHR decreases risk of atrial fibrillation and ischemic stroke. Resting heart rate is associated with cardiovascular diseases and mortality in observational and Mendelian randomization studies. The aims of this study are to extend the number of resting heart rate associated genetic variants and to obtain further insights in resting heart rate biology and its clinical consequences. A genome-wide meta-analysis of 100 studies in up to 835,465 individuals reveals 493 independent genetic variants in 352 loci, including 68 genetic variants outside previously identified resting heart rate associated loci. We prioritize 670 genes and in silico annotations point to their enrichment in cardiomyocytes and provide insights in their ECG signature. Two-sample Mendelian randomization analyses indicate that higher genetically predicted resting heart rate increases risk of dilated cardiomyopathy, but decreases risk of developing atrial fibrillation, ischemic stroke, and cardio-embolic stroke. We do not find evidence for a linear or non-linear genetic association between resting heart rate and all-cause mortality in contrast to our previous Mendelian randomization study. Systematic alteration of key differences between the current and previous Mendelian randomization study indicates that the most likely cause of the discrepancy between these studies arises from false positive findings in previous one-sample MR analyses caused by weak-instrument bias at lower P-value thresholds. The results extend our understanding of resting heart rate biology and give additional insights in its role in cardiovascular disease development.

Details

Database :
OAIster
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1398328708
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1038.s41467-023-39521-2