@article{e2731b4d73c54e659ce5ac21b8927a83,
title = "Genetic insights into resting heart rate and its role in cardiovascular disease",
abstract = "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.",
keywords = "Humans, Cardiovascular Diseases/genetics, Risk Factors, Heart Rate/genetics, Genetic Predisposition to Disease, Atrial Fibrillation, Mendelian Randomization Analysis/methods, Genome-Wide Association Study/methods, Polymorphism, Single Nucleotide",
author = "{DCCT/EDIC Research Group} and {van de Vegte}, {Yordi J} and Eppinga, {Ruben N} and {van der Ende}, {M Yldau} and Hagemeijer, {Yanick P} and Yuvaraj Mahendran and Elias Salfati and Smith, {Albert V} and Tan, {Vanessa Y} and Arking, {Dan E} and Ioanna Ntalla and Appel, {Emil V} and Claudia Schurmann and Brody, {Jennifer A} and Rico Rueedi and Ozren Polasek and Gardar Sveinbjornsson and Cecile Lecoeur and Claes Ladenvall and Zhao, {Jing Hua} and Aaron Isaacs and Lihua Wang and Jian'an Luan and Shih-Jen Hwang and Nina Mononen and Kirsi Auro and Jackson, {Anne U} and Bielak, {Lawrence F} and Linyao Zeng and Nabi Shah and Maria Nethander and Archie Campbell and Tuomo Rankinen and Sonali Pechlivanis and Lu Qi and Wei Zhao and Federica Rizzi and Toshiko Tanaka and Antonietta Robino and Massimiliano Cocca and Leslie Lange and Martina M{\"u}ller-Nurasyid and Carolina Roselli and Weihua Zhang and Kleber, {Marcus E} and Xiuqing Guo and Lin, {Henry J} and Francesca Pavani and Galesloot, {Tessel E} and Raymond Noordam and Yuri Milaneschi and Schraut, {Katharina E} and {den Hoed}, Marcel and Frauke Degenhardt and Stella Trompet and {van den Berg}, {Marten E} and Giorgio Pistis and Yih-Chung Tham and Stefan Weiss and Sim, {Xueling S} and Li, {Hengtong L} and {van der Most}, {Peter J} and Nolte, {Ilja M} and Leo-Pekka Lyytik{\"a}inen and Said, {M Abdullah} and Witte, {Daniel R} and Carlos Iribarren and Lenore Launer and Ring, {Susan M} and {de Vries}, {Paul S} and Peter Sever and Allan Linneberg and Bottinger, {Erwin P} and Sandosh Padmanabhan and Psaty, {Bruce M} and Nona Sotoodehnia and Ivana Kolcic and Arnar, {David O} and Gudbjartsson, {Daniel F} and Hilma Holm and Beverley Balkau and Silva, {Claudia T} and Newton-Cheh, {Christopher H} and Kjell Nikus and Perttu Salo and Mohlke, {Karen L} and Peyser, {Patricia A} and Heribert Schunkert and Mattias Lorentzon and Jari Lahti and Rao, {Dabeeru C} and Cornelis, {Marilyn C} and Faul, {Jessica D} and Smith, {Jennifer A} and Katarzyna Stolarz-Skrzypek and Stefania Bandinelli and Concas, {Maria Pina} and Gianfranco Sinagra and Thomas Meitinger and Melanie Waldenberger and Sinner, {Moritz F} and Konstantin Strauch and Delgado, {Graciela E} and Taylor, {Kent D} and Jie Yao and Luisa Foco and Olle Melander and {de Graaf}, Jacqueline and {de Mutsert}, Ren{\'e}e and {de Geus}, {Eco J C} and {\AA}sa Johansson and Joshi, {Peter K} and Lars Lind and Andre Franke and Macfarlane, {Peter W} and Tarasov, {Kirill V} and Nicholas Tan and Felix, {Stephan B} and E-Shyong Tai and Quek, {Debra Q} and Harold Snieder and Johan Ormel and Martin Ingelsson and Cecilia Lindgren and Morris, {Andrew P} and Raitakari, {Olli T} and Torben Hansen and Themistocles Assimes and Vilmundur Gudnason and Timpson, {Nicholas J} and Morrison, {Alanna C} and Munroe, {Patricia B} and Strachan, {David P} and Niels Grarup and Loos, {Ruth J F} and Heckbert, {Susan R} and Peter Vollenweider and Caroline Hayward and Kari Stefansson and Philippe Froguel and Leif Groop and Wareham, {Nicholas J} and {van Duijn}, {Cornelia M} and Feitosa, {Mary F} and O'Donnell, {Christopher J} and Mika K{\"a}h{\"o}nen and Markus Perola and Michael Boehnke and Kardia, {Sharon L R} and Jeanette Erdmann and Palmer, {Colin N A} and Claes Ohlsson and Porteous, {David J} and Eriksson, {Johan G} and Claude Bouchard and Susanne Moebus and Peter Kraft and Weir, {David R} and Daniele Cusi and Luigi Ferrucci and Sheila Ulivi and Giorgia Girotto and Adolfo Correa and Stefan K{\"a}{\"a}b and Annette Peters and Chambers, {John C} and Kooner, {Jaspal S} and Winfried M{\"a}rz and Rotter, {Jerome I} and Hicks, {Andrew A} and Smith, {J Gustav} and Kiemeney, {Lambertus A L M} and Mook-Kanamori, {Dennis O} and Penninx, {Brenda W J H} and Ulf Gyllensten and Wilson, {James F} and Stephen Burgess and Johan Sundstr{\"o}m and Wolfgang Lieb and Jukema, {J Wouter} and Mark Eijgelsheim and Lakatta, {Edward L M} and Ching-Yu Cheng and Marcus D{\"o}rr and Tien-Yin Wong and Charumathi Sabanayagam and Oldehinkel, {Albertine J} and Harriette Riese and Terho Lehtim{\"a}ki and Niek Verweij and {van der Harst}, Pim",
note = "{\textcopyright} 2023. The Author(s).",
year = "2023",
month = aug,
day = "2",
doi = "10.1038/s41467-023-39521-2",
language = "English",
volume = "14",
journal = "Nature Communications",
issn = "2041-1723",
publisher = "Nature Publishing Group",
number = "1",
}