TY - JOUR
T1 - Genetic insights into resting heart rate and its role in cardiovascular disease
AU - the DCCT/EDIC Research Group
AU - van de Vegte, Yordi J.
AU - Eppinga, Ruben N.
AU - van der Ende, M. Yldau
AU - Hagemeijer, Yanick P.
AU - Mahendran, Yuvaraj
AU - Salfati, Elias
AU - Smith, Albert V.
AU - Tan, Vanessa Y.
AU - Arking, Dan E.
AU - Ntalla, Ioanna
AU - Appel, Emil V.
AU - Schurmann, Claudia
AU - Brody, Jennifer A.
AU - Rueedi, Rico
AU - Polasek, Ozren
AU - Sveinbjornsson, Gardar
AU - Lecoeur, Cecile
AU - Ladenvall, Claes
AU - Zhao, Jing Hua
AU - Isaacs, Aaron
AU - Wang, Lihua
AU - Luan, Jian’an
AU - Hwang, Shih Jen
AU - Mononen, Nina
AU - Auro, Kirsi
AU - Jackson, Anne U.
AU - Bielak, Lawrence F.
AU - Zeng, Linyao
AU - Shah, Nabi
AU - Nethander, Maria
AU - Campbell, Archie
AU - Rankinen, Tuomo
AU - Pechlivanis, Sonali
AU - Qi, Lu
AU - Zhao, Wei
AU - Rizzi, Federica
AU - Tanaka, Toshiko
AU - Robino, Antonietta
AU - Cocca, Massimiliano
AU - Lange, Leslie
AU - Müller-Nurasyid, Martina
AU - Roselli, Carolina
AU - Zhang, Weihua
AU - Kleber, Marcus E.
AU - Guo, Xiuqing
AU - Lin, Henry J.
AU - Pavani, Francesca
AU - Galesloot, Tessel E.
AU - Noordam, Raymond
AU - Milaneschi, Yuri
AU - Schraut, Katharina E.
AU - den Hoed, Marcel
AU - Degenhardt, Frauke
AU - Trompet, Stella
AU - van den Berg, Marten E.
AU - Pistis, Giorgio
AU - Tham, Yih Chung
AU - Weiss, Stefan
AU - Sim, Xueling S.
AU - Li, Hengtong L.
AU - van der Most, Peter J.
AU - Nolte, Ilja M.
AU - Lyytikäinen, Leo Pekka
AU - Said, M. Abdullah
AU - Witte, Daniel R.
AU - Iribarren, Carlos
AU - Launer, Lenore
AU - Ring, Susan M.
AU - de Vries, Paul S.
AU - Sever, Peter
AU - Linneberg, Allan
AU - Bottinger, Erwin P.
AU - Padmanabhan, Sandosh
AU - Psaty, Bruce M.
AU - Sotoodehnia, Nona
AU - Kolcic, Ivana
AU - Roshandel, Delnaz
AU - Paterson, Andrew D.
AU - Arnar, David O.
AU - Gudbjartsson, Daniel F.
AU - Holm, Hilma
AU - Balkau, Beverley
AU - Silva, Claudia T.
AU - Newton-Cheh, Christopher H.
AU - Nikus, Kjell
AU - Salo, Perttu
AU - Mohlke, Karen L.
AU - Peyser, Patricia A.
AU - Schunkert, Heribert
AU - Lorentzon, Mattias
AU - Lahti, Jari
AU - Rao, Dabeeru C.
AU - Cornelis, Marilyn C.
AU - Faul, Jessica D.
AU - Smith, Jennifer A.
AU - Stolarz-Skrzypek, Katarzyna
AU - Bandinelli, Stefania
AU - Concas, Maria Pina
AU - Sinagra, Gianfranco
AU - Meitinger, Thomas
AU - Waldenberger, Melanie
AU - Sinner, Moritz F.
AU - Strauch, Konstantin
AU - Delgado, Graciela E.
AU - Taylor, Kent D.
AU - Yao, Jie
AU - Foco, Luisa
AU - Melander, Olle
AU - de Graaf, Jacqueline
AU - de Mutsert, Renée
AU - de Geus, Eco J.C.
AU - Johansson, Åsa
AU - Joshi, Peter K.
AU - Lind, Lars
AU - Franke, Andre
AU - Macfarlane, Peter W.
AU - Tarasov, Kirill V.
AU - Tan, Nicholas
AU - Felix, Stephan B.
AU - Tai, E. Shyong
AU - Quek, Debra Q.
AU - Snieder, Harold
AU - Ormel, Johan
AU - Ingelsson, Martin
AU - Lindgren, Cecilia
AU - Morris, Andrew P.
AU - Raitakari, Olli T.
AU - Hansen, Torben
AU - Assimes, Themistocles
AU - Gudnason, Vilmundur
AU - Timpson, Nicholas J.
AU - Morrison, Alanna C.
AU - Munroe, Patricia B.
AU - Strachan, David P.
AU - Grarup, Niels
AU - Loos, Ruth J.F.
AU - Heckbert, Susan R.
AU - Vollenweider, Peter
AU - Hayward, Caroline
AU - Stefansson, Kari
AU - Froguel, Philippe
AU - Groop, Leif
AU - Wareham, Nicholas J.
AU - van Duijn, Cornelia M.
AU - Feitosa, Mary F.
AU - O’Donnell, Christopher J.
AU - Kähönen, Mika
AU - Perola, Markus
AU - Boehnke, Michael
AU - Kardia, Sharon L.R.
AU - Erdmann, Jeanette
AU - Palmer, Colin N.A.
AU - Ohlsson, Claes
AU - Porteous, David J.
AU - Eriksson, Johan G.
AU - Bouchard, Claude
AU - Moebus, Susanne
AU - Kraft, Peter
AU - Weir, David R.
AU - Cusi, Daniele
AU - Ferrucci, Luigi
AU - Ulivi, Sheila
AU - Girotto, Giorgia
AU - Correa, Adolfo
AU - Kääb, Stefan
AU - Peters, Annette
AU - Chambers, John C.
AU - Kooner, Jaspal S.
AU - März, Winfried
AU - Rotter, Jerome I.
AU - Hicks, Andrew A.
AU - Smith, J. Gustav
AU - Kiemeney, Lambertus A.L.M.
AU - Mook-Kanamori, Dennis O.
AU - Penninx, Brenda W.J.H.
AU - Gyllensten, Ulf
AU - Wilson, James F.
AU - Burgess, Stephen
AU - Sundström, Johan
AU - Lieb, Wolfgang
AU - Jukema, J. Wouter
AU - Eijgelsheim, Mark
AU - Lakatta, Edward L.M.
AU - Cheng, Ching Yu
AU - Dörr, Marcus
AU - Wong, Tien Yin
AU - Sabanayagam, Charumathi
AU - Oldehinkel, Albertine J.
AU - Riese, Harriette
AU - Lehtimäki, Terho
AU - Verweij, Niek
AU - van der Harst, Pim
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/12
Y1 - 2023/12
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85166440619&partnerID=8YFLogxK
U2 - 10.1038/s41467-023-39521-2
DO - 10.1038/s41467-023-39521-2
M3 - Article
C2 - 37532724
AN - SCOPUS:85166440619
SN - 2041-1723
VL - 14
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 4646
ER -