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

van de Vegte, YJ; Eppinga, RN; van der Ende, MY; Hagemeijer, YP; Mahendran, Y; Salfati, E; Smith, AV; Tan, VY; Arking, DE; Ntalla, I; et al. van de Vegte, YJ; Eppinga, RN; van der Ende, MY; Hagemeijer, YP; Mahendran, Y; Salfati, E; Smith, AV; Tan, VY; Arking, DE; Ntalla, I; Appel, EV; Schurmann, C; Brody, JA; Rueedi, R; Polasek, O; Sveinbjornsson, G; Lecoeur, C; Ladenvall, C; Zhao, JH; Isaacs, A; Wang, L; Luan, J; Hwang, S-J; Mononen, N; Auro, K; Jackson, AU; Bielak, LF; Zeng, L; Shah, N; Nethander, M; Campbell, A; Rankinen, T; Pechlivanis, S; Qi, L; Zhao, W; Rizzi, F; Tanaka, T; Robino, A; Cocca, M; Lange, L; Müller-Nurasyid, M; Roselli, C; Zhang, W; Kleber, ME; Guo, X; Lin, HJ; Pavani, F; Galesloot, TE; Noordam, R; Milaneschi, Y; Schraut, KE; den Hoed, M; Degenhardt, F; Trompet, S; van den Berg, ME; Pistis, G; Tham, Y-C; Weiss, S; Sim, XS; Li, HL; van der Most, PJ; Nolte, IM; Lyytikäinen, L-P; Said, MA; Witte, DR; Iribarren, C; Launer, L; Ring, SM; de Vries, PS; Sever, P; Linneberg, A; Bottinger, EP; Padmanabhan, S; Psaty, BM; Sotoodehnia, N; Kolcic, I; DCCT/EDIC Research Group; Arnar, DO; Gudbjartsson, DF; Holm, H; Balkau, B; Silva, CT; Newton-Cheh, CH; Nikus, K; Salo, P; Mohlke, KL; Peyser, PA; Schunkert, H; Lorentzon, M; Lahti, J; Rao, DC; Cornelis, MC; Faul, JD; Smith, JA; Stolarz-Skrzypek, K; Bandinelli, S; Concas, MP; Sinagra, G; Meitinger, T; Waldenberger, M; Sinner, MF; Strauch, K; Delgado, GE; Taylor, KD; Yao, J; Foco, L; Melander, O; de Graaf, J; de Mutsert, R; de Geus, EJC; Johansson, Å; Joshi, PK; Lind, L; Franke, A; Macfarlane, PW; Tarasov, KV; Tan, N; Felix, SB; Tai, E-S; Quek, DQ; Snieder, H; Ormel, J; Ingelsson, M; Lindgren, C; Morris, AP; Raitakari, OT; Hansen, T; Assimes, T; Gudnason, V; Timpson, NJ; Morrison, AC; Munroe, PB; Strachan, DP; Grarup, N; Loos, RJF; Heckbert, SR; Vollenweider, P; Hayward, C; Stefansson, K; Froguel, P; Groop, L; Wareham, NJ; van Duijn, CM; Feitosa, MF; O'Donnell, CJ; Kähönen, M; Perola, M; Boehnke, M; Kardia, SLR; Erdmann, J; Palmer, CNA; Ohlsson, C; Porteous, DJ; Eriksson, JG; Bouchard, C; Moebus, S; Kraft, P; Weir, DR; Cusi, D; Ferrucci, L; Ulivi, S; Girotto, G; Correa, A; Kääb, S; Peters, A; Chambers, JC; Kooner, JS; März, W; Rotter, JI; Hicks, AA; Smith, JG; Kiemeney, LALM; Mook-Kanamori, DO; Penninx, BWJH; Gyllensten, U; Wilson, JF; Burgess, S; Sundström, J; Lieb, W; Jukema, JW; Eijgelsheim, M; Lakatta, ELM; Cheng, C-Y; Dörr, M; Wong, T-Y; Sabanayagam, C; Oldehinkel, AJ; Riese, H; Lehtimäki, T; Verweij, N; van der Harst, P (2023) Genetic insights into resting heart rate and its role in cardiovascular disease. Nat Commun, 14 (1). p. 4646. ISSN 2041-1723 https://doi.org/10.1038/s41467-023-39521-2
SGUL Authors: Strachan, David Peter

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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.

Item Type: Article
Additional Information: Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. © The Author(s) 2023
SGUL Research Institute / Research Centre: Academic Structure > Population Health Research Institute (INPH)
Journal or Publication Title: Nat Commun
ISSN: 2041-1723
Language: eng
Dates:
DateEvent
2 August 2023Published
16 June 2023Accepted
Publisher License: Creative Commons: Attribution 4.0
Projects:
Project IDFunderFunder ID
016.186.125NWO VENIUNSPECIFIED
UNSPECIFIEDGlaxoSmithKlinehttp://dx.doi.org/10.13039/100004330
202802/Z/16/ZWellcome Trusthttp://dx.doi.org/10.13039/100004440
217065/Z/19/ZMedical Research Councilhttp://dx.doi.org/10.13039/501100000265
217065/Z/19/ZWellcome Trusthttp://dx.doi.org/10.13039/100004440
BRC-1215-2001National Institute for Health Researchhttp://dx.doi.org/10.13039/501100000272
MC_UU_00011/1Medical Research Councilhttp://dx.doi.org/10.13039/501100000265
C18281/A29019Cancer Research UKhttp://dx.doi.org/10.13039/501100000289
PubMed ID: 37532724
Go to PubMed abstract
URI: https://openaccess.sgul.ac.uk/id/eprint/115488
Publisher's version: https://doi.org/10.1038/s41467-023-39521-2

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