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

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 cli...

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Autores principales: van de Vegte, Yordi J., Eppinga, Ruben N., van der Ende, M. Yldau, Hagemeijer, Yanick P., Mahendran, Yuvaraj, Salfati, Elias, Smith, Albert V., Tan, Vanessa Y., Arking, Dan E., Ntalla, Ioanna, Appel, Emil V., Schurmann, Claudia, Brody, Jennifer A., 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, Auro, Kirsi, Jackson, Anne U., Bielak, Lawrence F., 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, Müller-Nurasyid, Martina, Roselli, Carolina, Zhang, Weihua, Kleber, Marcus E., Guo, Xiuqing, Lin, Henry J., Pavani, Francesca, Galesloot, Tessel E., Noordam, Raymond, Milaneschi, Yuri, Schraut, Katharina E., den Hoed, Marcel, Degenhardt, Frauke, Trompet, Stella, van den Berg, Marten E., Pistis, Giorgio, Tham, Yih-Chung, Weiss, Stefan, Sim, Xueling S., Li, Hengtong L., van der Most, Peter J., Nolte, Ilja M., Lyytikäinen, Leo-Pekka, Said, M. Abdullah, Witte, Daniel R., Iribarren, Carlos, Launer, Lenore, Ring, Susan M., de Vries, Paul S., Sever, Peter, Linneberg, Allan, Bottinger, Erwin P., Padmanabhan, Sandosh, Psaty, Bruce M., Sotoodehnia, Nona, Kolcic, Ivana, Arnar, David O., Gudbjartsson, Daniel F., Holm, Hilma, Balkau, Beverley, Silva, Claudia T., Newton-Cheh, Christopher H., Nikus, Kjell, Salo, Perttu, Mohlke, Karen L., Peyser, Patricia A., Schunkert, Heribert, Lorentzon, Mattias, Lahti, Jari, Rao, Dabeeru C., Cornelis, Marilyn C., Faul, Jessica D., Smith, Jennifer A., Stolarz-Skrzypek, Katarzyna, Bandinelli, Stefania, Concas, Maria Pina, Sinagra, Gianfranco, Meitinger, Thomas, Waldenberger, Melanie, Sinner, Moritz F., Strauch, Konstantin, Delgado, Graciela E., Taylor, Kent D., Yao, Jie, Foco, Luisa, Melander, Olle, de Graaf, Jacqueline, de Mutsert, Renée, de Geus, Eco J. C., Johansson, Åsa, Joshi, Peter K., Lind, Lars, Franke, Andre, Macfarlane, Peter W., Tarasov, Kirill V., Tan, Nicholas, Felix, Stephan B., Tai, E-Shyong, Quek, Debra Q., Snieder, Harold, Ormel, Johan, Ingelsson, Martin, Lindgren, Cecilia, Morris, Andrew P., Raitakari, Olli T., Hansen, Torben, Assimes, Themistocles, Gudnason, Vilmundur, Timpson, Nicholas J., Morrison, Alanna C., Munroe, Patricia B., Strachan, David P., Grarup, Niels, Loos, Ruth J. F., Heckbert, Susan R., Vollenweider, Peter, Hayward, Caroline, Stefansson, Kari, Froguel, Philippe, Groop, Leif, Wareham, Nicholas J., van Duijn, Cornelia M., Feitosa, Mary F., O’Donnell, Christopher J., Kähönen, Mika, Perola, Markus, Boehnke, Michael, Kardia, Sharon L. R., Erdmann, Jeanette, Palmer, Colin N. A., Ohlsson, Claes, Porteous, David J., Eriksson, Johan G., Bouchard, Claude, Moebus, Susanne, Kraft, Peter, Weir, David R., Cusi, Daniele, Ferrucci, Luigi, Ulivi, Sheila, Girotto, Giorgia, Correa, Adolfo, Kääb, Stefan, Peters, Annette, Chambers, John C., Kooner, Jaspal S., März, Winfried, Rotter, Jerome I., Hicks, Andrew A., Smith, J. Gustav, Kiemeney, Lambertus A. L. M., Mook-Kanamori, Dennis O., Penninx, Brenda W. J. H., Gyllensten, Ulf, Wilson, James F., Burgess, Stephen, Sundström, Johan, Lieb, Wolfgang, Jukema, J. Wouter, Eijgelsheim, Mark, Lakatta, Edward L. M., Cheng, Ching-Yu, Dörr, Marcus, Wong, Tien-Yin, Sabanayagam, Charumathi, Oldehinkel, Albertine J., Riese, Harriette, Lehtimäki, Terho, Verweij, Niek, van der Harst, Pim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397318/
https://www.ncbi.nlm.nih.gov/pubmed/37532724
http://dx.doi.org/10.1038/s41467-023-39521-2
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author van de Vegte, Yordi J.
Eppinga, Ruben N.
van der Ende, M. Yldau
Hagemeijer, Yanick P.
Mahendran, Yuvaraj
Salfati, Elias
Smith, Albert V.
Tan, Vanessa Y.
Arking, Dan E.
Ntalla, Ioanna
Appel, Emil V.
Schurmann, Claudia
Brody, Jennifer A.
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
Auro, Kirsi
Jackson, Anne U.
Bielak, Lawrence F.
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
Müller-Nurasyid, Martina
Roselli, Carolina
Zhang, Weihua
Kleber, Marcus E.
Guo, Xiuqing
Lin, Henry J.
Pavani, Francesca
Galesloot, Tessel E.
Noordam, Raymond
Milaneschi, Yuri
Schraut, Katharina E.
den Hoed, Marcel
Degenhardt, Frauke
Trompet, Stella
van den Berg, Marten E.
Pistis, Giorgio
Tham, Yih-Chung
Weiss, Stefan
Sim, Xueling S.
Li, Hengtong L.
van der Most, Peter J.
Nolte, Ilja M.
Lyytikäinen, Leo-Pekka
Said, M. Abdullah
Witte, Daniel R.
Iribarren, Carlos
Launer, Lenore
Ring, Susan M.
de Vries, Paul S.
Sever, Peter
Linneberg, Allan
Bottinger, Erwin P.
Padmanabhan, Sandosh
Psaty, Bruce M.
Sotoodehnia, Nona
Kolcic, Ivana
Arnar, David O.
Gudbjartsson, Daniel F.
Holm, Hilma
Balkau, Beverley
Silva, Claudia T.
Newton-Cheh, Christopher H.
Nikus, Kjell
Salo, Perttu
Mohlke, Karen L.
Peyser, Patricia A.
Schunkert, Heribert
Lorentzon, Mattias
Lahti, Jari
Rao, Dabeeru C.
Cornelis, Marilyn C.
Faul, Jessica D.
Smith, Jennifer A.
Stolarz-Skrzypek, Katarzyna
Bandinelli, Stefania
Concas, Maria Pina
Sinagra, Gianfranco
Meitinger, Thomas
Waldenberger, Melanie
Sinner, Moritz F.
Strauch, Konstantin
Delgado, Graciela E.
Taylor, Kent D.
Yao, Jie
Foco, Luisa
Melander, Olle
de Graaf, Jacqueline
de Mutsert, Renée
de Geus, Eco J. C.
Johansson, Åsa
Joshi, Peter K.
Lind, Lars
Franke, Andre
Macfarlane, Peter W.
Tarasov, Kirill V.
Tan, Nicholas
Felix, Stephan B.
Tai, E-Shyong
Quek, Debra Q.
Snieder, Harold
Ormel, Johan
Ingelsson, Martin
Lindgren, Cecilia
Morris, Andrew P.
Raitakari, Olli T.
Hansen, Torben
Assimes, Themistocles
Gudnason, Vilmundur
Timpson, Nicholas J.
Morrison, Alanna C.
Munroe, Patricia B.
Strachan, David P.
Grarup, Niels
Loos, Ruth J. F.
Heckbert, Susan R.
Vollenweider, Peter
Hayward, Caroline
Stefansson, Kari
Froguel, Philippe
Groop, Leif
Wareham, Nicholas J.
van Duijn, Cornelia M.
Feitosa, Mary F.
O’Donnell, Christopher J.
Kähönen, Mika
Perola, Markus
Boehnke, Michael
Kardia, Sharon L. R.
Erdmann, Jeanette
Palmer, Colin N. A.
Ohlsson, Claes
Porteous, David J.
Eriksson, Johan G.
Bouchard, Claude
Moebus, Susanne
Kraft, Peter
Weir, David R.
Cusi, Daniele
Ferrucci, Luigi
Ulivi, Sheila
Girotto, Giorgia
Correa, Adolfo
Kääb, Stefan
Peters, Annette
Chambers, John C.
Kooner, Jaspal S.
März, Winfried
Rotter, Jerome I.
Hicks, Andrew A.
Smith, J. Gustav
Kiemeney, Lambertus A. L. M.
Mook-Kanamori, Dennis O.
Penninx, Brenda W. J. H.
Gyllensten, Ulf
Wilson, James F.
Burgess, Stephen
Sundström, Johan
Lieb, Wolfgang
Jukema, J. Wouter
Eijgelsheim, Mark
Lakatta, Edward L. M.
Cheng, Ching-Yu
Dörr, Marcus
Wong, Tien-Yin
Sabanayagam, Charumathi
Oldehinkel, Albertine J.
Riese, Harriette
Lehtimäki, Terho
Verweij, Niek
van der Harst, Pim
author_facet van de Vegte, Yordi J.
Eppinga, Ruben N.
van der Ende, M. Yldau
Hagemeijer, Yanick P.
Mahendran, Yuvaraj
Salfati, Elias
Smith, Albert V.
Tan, Vanessa Y.
Arking, Dan E.
Ntalla, Ioanna
Appel, Emil V.
Schurmann, Claudia
Brody, Jennifer A.
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
Auro, Kirsi
Jackson, Anne U.
Bielak, Lawrence F.
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
Müller-Nurasyid, Martina
Roselli, Carolina
Zhang, Weihua
Kleber, Marcus E.
Guo, Xiuqing
Lin, Henry J.
Pavani, Francesca
Galesloot, Tessel E.
Noordam, Raymond
Milaneschi, Yuri
Schraut, Katharina E.
den Hoed, Marcel
Degenhardt, Frauke
Trompet, Stella
van den Berg, Marten E.
Pistis, Giorgio
Tham, Yih-Chung
Weiss, Stefan
Sim, Xueling S.
Li, Hengtong L.
van der Most, Peter J.
Nolte, Ilja M.
Lyytikäinen, Leo-Pekka
Said, M. Abdullah
Witte, Daniel R.
Iribarren, Carlos
Launer, Lenore
Ring, Susan M.
de Vries, Paul S.
Sever, Peter
Linneberg, Allan
Bottinger, Erwin P.
Padmanabhan, Sandosh
Psaty, Bruce M.
Sotoodehnia, Nona
Kolcic, Ivana
Arnar, David O.
Gudbjartsson, Daniel F.
Holm, Hilma
Balkau, Beverley
Silva, Claudia T.
Newton-Cheh, Christopher H.
Nikus, Kjell
Salo, Perttu
Mohlke, Karen L.
Peyser, Patricia A.
Schunkert, Heribert
Lorentzon, Mattias
Lahti, Jari
Rao, Dabeeru C.
Cornelis, Marilyn C.
Faul, Jessica D.
Smith, Jennifer A.
Stolarz-Skrzypek, Katarzyna
Bandinelli, Stefania
Concas, Maria Pina
Sinagra, Gianfranco
Meitinger, Thomas
Waldenberger, Melanie
Sinner, Moritz F.
Strauch, Konstantin
Delgado, Graciela E.
Taylor, Kent D.
Yao, Jie
Foco, Luisa
Melander, Olle
de Graaf, Jacqueline
de Mutsert, Renée
de Geus, Eco J. C.
Johansson, Åsa
Joshi, Peter K.
Lind, Lars
Franke, Andre
Macfarlane, Peter W.
Tarasov, Kirill V.
Tan, Nicholas
Felix, Stephan B.
Tai, E-Shyong
Quek, Debra Q.
Snieder, Harold
Ormel, Johan
Ingelsson, Martin
Lindgren, Cecilia
Morris, Andrew P.
Raitakari, Olli T.
Hansen, Torben
Assimes, Themistocles
Gudnason, Vilmundur
Timpson, Nicholas J.
Morrison, Alanna C.
Munroe, Patricia B.
Strachan, David P.
Grarup, Niels
Loos, Ruth J. F.
Heckbert, Susan R.
Vollenweider, Peter
Hayward, Caroline
Stefansson, Kari
Froguel, Philippe
Groop, Leif
Wareham, Nicholas J.
van Duijn, Cornelia M.
Feitosa, Mary F.
O’Donnell, Christopher J.
Kähönen, Mika
Perola, Markus
Boehnke, Michael
Kardia, Sharon L. R.
Erdmann, Jeanette
Palmer, Colin N. A.
Ohlsson, Claes
Porteous, David J.
Eriksson, Johan G.
Bouchard, Claude
Moebus, Susanne
Kraft, Peter
Weir, David R.
Cusi, Daniele
Ferrucci, Luigi
Ulivi, Sheila
Girotto, Giorgia
Correa, Adolfo
Kääb, Stefan
Peters, Annette
Chambers, John C.
Kooner, Jaspal S.
März, Winfried
Rotter, Jerome I.
Hicks, Andrew A.
Smith, J. Gustav
Kiemeney, Lambertus A. L. M.
Mook-Kanamori, Dennis O.
Penninx, Brenda W. J. H.
Gyllensten, Ulf
Wilson, James F.
Burgess, Stephen
Sundström, Johan
Lieb, Wolfgang
Jukema, J. Wouter
Eijgelsheim, Mark
Lakatta, Edward L. M.
Cheng, Ching-Yu
Dörr, Marcus
Wong, Tien-Yin
Sabanayagam, Charumathi
Oldehinkel, Albertine J.
Riese, Harriette
Lehtimäki, Terho
Verweij, Niek
van der Harst, Pim
author_sort van de Vegte, Yordi J.
collection PubMed
description 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.
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spelling pubmed-103973182023-08-04 Genetic insights into resting heart rate and its role in cardiovascular disease van de Vegte, Yordi J. Eppinga, Ruben N. van der Ende, M. Yldau Hagemeijer, Yanick P. Mahendran, Yuvaraj Salfati, Elias Smith, Albert V. Tan, Vanessa Y. Arking, Dan E. Ntalla, Ioanna Appel, Emil V. Schurmann, Claudia Brody, Jennifer A. 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 Auro, Kirsi Jackson, Anne U. Bielak, Lawrence F. 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 Müller-Nurasyid, Martina Roselli, Carolina Zhang, Weihua Kleber, Marcus E. Guo, Xiuqing Lin, Henry J. Pavani, Francesca Galesloot, Tessel E. Noordam, Raymond Milaneschi, Yuri Schraut, Katharina E. den Hoed, Marcel Degenhardt, Frauke Trompet, Stella van den Berg, Marten E. Pistis, Giorgio Tham, Yih-Chung Weiss, Stefan Sim, Xueling S. Li, Hengtong L. van der Most, Peter J. Nolte, Ilja M. Lyytikäinen, Leo-Pekka Said, M. Abdullah Witte, Daniel R. Iribarren, Carlos Launer, Lenore Ring, Susan M. de Vries, Paul S. Sever, Peter Linneberg, Allan Bottinger, Erwin P. Padmanabhan, Sandosh Psaty, Bruce M. Sotoodehnia, Nona Kolcic, Ivana Arnar, David O. Gudbjartsson, Daniel F. Holm, Hilma Balkau, Beverley Silva, Claudia T. Newton-Cheh, Christopher H. Nikus, Kjell Salo, Perttu Mohlke, Karen L. Peyser, Patricia A. Schunkert, Heribert Lorentzon, Mattias Lahti, Jari Rao, Dabeeru C. Cornelis, Marilyn C. Faul, Jessica D. Smith, Jennifer A. Stolarz-Skrzypek, Katarzyna Bandinelli, Stefania Concas, Maria Pina Sinagra, Gianfranco Meitinger, Thomas Waldenberger, Melanie Sinner, Moritz F. Strauch, Konstantin Delgado, Graciela E. Taylor, Kent D. Yao, Jie Foco, Luisa Melander, Olle de Graaf, Jacqueline de Mutsert, Renée de Geus, Eco J. C. Johansson, Åsa Joshi, Peter K. Lind, Lars Franke, Andre Macfarlane, Peter W. Tarasov, Kirill V. Tan, Nicholas Felix, Stephan B. Tai, E-Shyong Quek, Debra Q. Snieder, Harold Ormel, Johan Ingelsson, Martin Lindgren, Cecilia Morris, Andrew P. Raitakari, Olli T. Hansen, Torben Assimes, Themistocles Gudnason, Vilmundur Timpson, Nicholas J. Morrison, Alanna C. Munroe, Patricia B. Strachan, David P. Grarup, Niels Loos, Ruth J. F. Heckbert, Susan R. Vollenweider, Peter Hayward, Caroline Stefansson, Kari Froguel, Philippe Groop, Leif Wareham, Nicholas J. van Duijn, Cornelia M. Feitosa, Mary F. O’Donnell, Christopher J. Kähönen, Mika Perola, Markus Boehnke, Michael Kardia, Sharon L. R. Erdmann, Jeanette Palmer, Colin N. A. Ohlsson, Claes Porteous, David J. Eriksson, Johan G. Bouchard, Claude Moebus, Susanne Kraft, Peter Weir, David R. Cusi, Daniele Ferrucci, Luigi Ulivi, Sheila Girotto, Giorgia Correa, Adolfo Kääb, Stefan Peters, Annette Chambers, John C. Kooner, Jaspal S. März, Winfried Rotter, Jerome I. Hicks, Andrew A. Smith, J. Gustav Kiemeney, Lambertus A. L. M. Mook-Kanamori, Dennis O. Penninx, Brenda W. J. H. Gyllensten, Ulf Wilson, James F. Burgess, Stephen Sundström, Johan Lieb, Wolfgang Jukema, J. Wouter Eijgelsheim, Mark Lakatta, Edward L. M. Cheng, Ching-Yu Dörr, Marcus Wong, Tien-Yin Sabanayagam, Charumathi Oldehinkel, Albertine J. Riese, Harriette Lehtimäki, Terho Verweij, Niek van der Harst, Pim Nat Commun Article 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. Nature Publishing Group UK 2023-08-02 /pmc/articles/PMC10397318/ /pubmed/37532724 http://dx.doi.org/10.1038/s41467-023-39521-2 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
van de Vegte, Yordi J.
Eppinga, Ruben N.
van der Ende, M. Yldau
Hagemeijer, Yanick P.
Mahendran, Yuvaraj
Salfati, Elias
Smith, Albert V.
Tan, Vanessa Y.
Arking, Dan E.
Ntalla, Ioanna
Appel, Emil V.
Schurmann, Claudia
Brody, Jennifer A.
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
Auro, Kirsi
Jackson, Anne U.
Bielak, Lawrence F.
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
Müller-Nurasyid, Martina
Roselli, Carolina
Zhang, Weihua
Kleber, Marcus E.
Guo, Xiuqing
Lin, Henry J.
Pavani, Francesca
Galesloot, Tessel E.
Noordam, Raymond
Milaneschi, Yuri
Schraut, Katharina E.
den Hoed, Marcel
Degenhardt, Frauke
Trompet, Stella
van den Berg, Marten E.
Pistis, Giorgio
Tham, Yih-Chung
Weiss, Stefan
Sim, Xueling S.
Li, Hengtong L.
van der Most, Peter J.
Nolte, Ilja M.
Lyytikäinen, Leo-Pekka
Said, M. Abdullah
Witte, Daniel R.
Iribarren, Carlos
Launer, Lenore
Ring, Susan M.
de Vries, Paul S.
Sever, Peter
Linneberg, Allan
Bottinger, Erwin P.
Padmanabhan, Sandosh
Psaty, Bruce M.
Sotoodehnia, Nona
Kolcic, Ivana
Arnar, David O.
Gudbjartsson, Daniel F.
Holm, Hilma
Balkau, Beverley
Silva, Claudia T.
Newton-Cheh, Christopher H.
Nikus, Kjell
Salo, Perttu
Mohlke, Karen L.
Peyser, Patricia A.
Schunkert, Heribert
Lorentzon, Mattias
Lahti, Jari
Rao, Dabeeru C.
Cornelis, Marilyn C.
Faul, Jessica D.
Smith, Jennifer A.
Stolarz-Skrzypek, Katarzyna
Bandinelli, Stefania
Concas, Maria Pina
Sinagra, Gianfranco
Meitinger, Thomas
Waldenberger, Melanie
Sinner, Moritz F.
Strauch, Konstantin
Delgado, Graciela E.
Taylor, Kent D.
Yao, Jie
Foco, Luisa
Melander, Olle
de Graaf, Jacqueline
de Mutsert, Renée
de Geus, Eco J. C.
Johansson, Åsa
Joshi, Peter K.
Lind, Lars
Franke, Andre
Macfarlane, Peter W.
Tarasov, Kirill V.
Tan, Nicholas
Felix, Stephan B.
Tai, E-Shyong
Quek, Debra Q.
Snieder, Harold
Ormel, Johan
Ingelsson, Martin
Lindgren, Cecilia
Morris, Andrew P.
Raitakari, Olli T.
Hansen, Torben
Assimes, Themistocles
Gudnason, Vilmundur
Timpson, Nicholas J.
Morrison, Alanna C.
Munroe, Patricia B.
Strachan, David P.
Grarup, Niels
Loos, Ruth J. F.
Heckbert, Susan R.
Vollenweider, Peter
Hayward, Caroline
Stefansson, Kari
Froguel, Philippe
Groop, Leif
Wareham, Nicholas J.
van Duijn, Cornelia M.
Feitosa, Mary F.
O’Donnell, Christopher J.
Kähönen, Mika
Perola, Markus
Boehnke, Michael
Kardia, Sharon L. R.
Erdmann, Jeanette
Palmer, Colin N. A.
Ohlsson, Claes
Porteous, David J.
Eriksson, Johan G.
Bouchard, Claude
Moebus, Susanne
Kraft, Peter
Weir, David R.
Cusi, Daniele
Ferrucci, Luigi
Ulivi, Sheila
Girotto, Giorgia
Correa, Adolfo
Kääb, Stefan
Peters, Annette
Chambers, John C.
Kooner, Jaspal S.
März, Winfried
Rotter, Jerome I.
Hicks, Andrew A.
Smith, J. Gustav
Kiemeney, Lambertus A. L. M.
Mook-Kanamori, Dennis O.
Penninx, Brenda W. J. H.
Gyllensten, Ulf
Wilson, James F.
Burgess, Stephen
Sundström, Johan
Lieb, Wolfgang
Jukema, J. Wouter
Eijgelsheim, Mark
Lakatta, Edward L. M.
Cheng, Ching-Yu
Dörr, Marcus
Wong, Tien-Yin
Sabanayagam, Charumathi
Oldehinkel, Albertine J.
Riese, Harriette
Lehtimäki, Terho
Verweij, Niek
van der Harst, Pim
Genetic insights into resting heart rate and its role in cardiovascular disease
title Genetic insights into resting heart rate and its role in cardiovascular disease
title_full Genetic insights into resting heart rate and its role in cardiovascular disease
title_fullStr Genetic insights into resting heart rate and its role in cardiovascular disease
title_full_unstemmed Genetic insights into resting heart rate and its role in cardiovascular disease
title_short Genetic insights into resting heart rate and its role in cardiovascular disease
title_sort genetic insights into resting heart rate and its role in cardiovascular disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10397318/
https://www.ncbi.nlm.nih.gov/pubmed/37532724
http://dx.doi.org/10.1038/s41467-023-39521-2
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