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Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants

The discovery of genetic loci associated with complex diseases has outpaced the elucidation of mechanisms of disease pathogenesis. Here we conducted a genome-wide association study (GWAS) for coronary artery disease (CAD) comprising 181,522 cases among 1,165,690 participants of predominantly Europea...

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Autores principales: Aragam, Krishna G., Jiang, Tao, Goel, Anuj, Kanoni, Stavroula, Wolford, Brooke N., Atri, Deepak S., Weeks, Elle M., Wang, Minxian, Hindy, George, Zhou, Wei, Grace, Christopher, Roselli, Carolina, Marston, Nicholas A., Kamanu, Frederick K., Surakka, Ida, Venegas, Loreto Muñoz, Sherliker, Paul, Koyama, Satoshi, Ishigaki, Kazuyoshi, Åsvold, Bjørn O., Brown, Michael R., Brumpton, Ben, de Vries, Paul S., Giannakopoulou, Olga, Giardoglou, Panagiota, Gudbjartsson, Daniel F., Güldener, Ulrich, Haider, Syed M. Ijlal, Helgadottir, Anna, Ibrahim, Maysson, Kastrati, Adnan, Kessler, Thorsten, Kyriakou, Theodosios, Konopka, Tomasz, Li, Ling, Ma, Lijiang, Meitinger, Thomas, Mucha, Sören, Munz, Matthias, Murgia, Federico, Nielsen, Jonas B., Nöthen, Markus M., Pang, Shichao, Reinberger, Tobias, Schnitzler, Gavin, Smedley, Damian, Thorleifsson, Gudmar, von Scheidt, Moritz, Ulirsch, Jacob C., Arnar, David O., Burtt, Noël P., Costanzo, Maria C., Flannick, Jason, Ito, Kaoru, Jang, Dong-Keun, Kamatani, Yoichiro, Khera, Amit V., Komuro, Issei, Kullo, Iftikhar J., Lotta, Luca A., Nelson, Christopher P., Roberts, Robert, Thorgeirsson, Gudmundur, Thorsteinsdottir, Unnur, Webb, Thomas R., Baras, Aris, Björkegren, Johan L. M., Boerwinkle, Eric, Dedoussis, George, Holm, Hilma, Hveem, Kristian, Melander, Olle, Morrison, Alanna C., Orho-Melander, Marju, Rallidis, Loukianos S., Ruusalepp, Arno, Sabatine, Marc S., Stefansson, Kari, Zalloua, Pierre, Ellinor, Patrick T., Farrall, Martin, Danesh, John, Ruff, Christian T., Finucane, Hilary K., Hopewell, Jemma C., Clarke, Robert, Gupta, Rajat M., Erdmann, Jeanette, Samani, Nilesh J., Schunkert, Heribert, Watkins, Hugh, Willer, Cristen J., Deloukas, Panos, Kathiresan, Sekar, Butterworth, Adam S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729111/
https://www.ncbi.nlm.nih.gov/pubmed/36474045
http://dx.doi.org/10.1038/s41588-022-01233-6
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author Aragam, Krishna G.
Jiang, Tao
Goel, Anuj
Kanoni, Stavroula
Wolford, Brooke N.
Atri, Deepak S.
Weeks, Elle M.
Wang, Minxian
Hindy, George
Zhou, Wei
Grace, Christopher
Roselli, Carolina
Marston, Nicholas A.
Kamanu, Frederick K.
Surakka, Ida
Venegas, Loreto Muñoz
Sherliker, Paul
Koyama, Satoshi
Ishigaki, Kazuyoshi
Åsvold, Bjørn O.
Brown, Michael R.
Brumpton, Ben
de Vries, Paul S.
Giannakopoulou, Olga
Giardoglou, Panagiota
Gudbjartsson, Daniel F.
Güldener, Ulrich
Haider, Syed M. Ijlal
Helgadottir, Anna
Ibrahim, Maysson
Kastrati, Adnan
Kessler, Thorsten
Kyriakou, Theodosios
Konopka, Tomasz
Li, Ling
Ma, Lijiang
Meitinger, Thomas
Mucha, Sören
Munz, Matthias
Murgia, Federico
Nielsen, Jonas B.
Nöthen, Markus M.
Pang, Shichao
Reinberger, Tobias
Schnitzler, Gavin
Smedley, Damian
Thorleifsson, Gudmar
von Scheidt, Moritz
Ulirsch, Jacob C.
Arnar, David O.
Burtt, Noël P.
Costanzo, Maria C.
Flannick, Jason
Ito, Kaoru
Jang, Dong-Keun
Kamatani, Yoichiro
Khera, Amit V.
Komuro, Issei
Kullo, Iftikhar J.
Lotta, Luca A.
Nelson, Christopher P.
Roberts, Robert
Thorgeirsson, Gudmundur
Thorsteinsdottir, Unnur
Webb, Thomas R.
Baras, Aris
Björkegren, Johan L. M.
Boerwinkle, Eric
Dedoussis, George
Holm, Hilma
Hveem, Kristian
Melander, Olle
Morrison, Alanna C.
Orho-Melander, Marju
Rallidis, Loukianos S.
Ruusalepp, Arno
Sabatine, Marc S.
Stefansson, Kari
Zalloua, Pierre
Ellinor, Patrick T.
Farrall, Martin
Danesh, John
Ruff, Christian T.
Finucane, Hilary K.
Hopewell, Jemma C.
Clarke, Robert
Gupta, Rajat M.
Erdmann, Jeanette
Samani, Nilesh J.
Schunkert, Heribert
Watkins, Hugh
Willer, Cristen J.
Deloukas, Panos
Kathiresan, Sekar
Butterworth, Adam S.
author_facet Aragam, Krishna G.
Jiang, Tao
Goel, Anuj
Kanoni, Stavroula
Wolford, Brooke N.
Atri, Deepak S.
Weeks, Elle M.
Wang, Minxian
Hindy, George
Zhou, Wei
Grace, Christopher
Roselli, Carolina
Marston, Nicholas A.
Kamanu, Frederick K.
Surakka, Ida
Venegas, Loreto Muñoz
Sherliker, Paul
Koyama, Satoshi
Ishigaki, Kazuyoshi
Åsvold, Bjørn O.
Brown, Michael R.
Brumpton, Ben
de Vries, Paul S.
Giannakopoulou, Olga
Giardoglou, Panagiota
Gudbjartsson, Daniel F.
Güldener, Ulrich
Haider, Syed M. Ijlal
Helgadottir, Anna
Ibrahim, Maysson
Kastrati, Adnan
Kessler, Thorsten
Kyriakou, Theodosios
Konopka, Tomasz
Li, Ling
Ma, Lijiang
Meitinger, Thomas
Mucha, Sören
Munz, Matthias
Murgia, Federico
Nielsen, Jonas B.
Nöthen, Markus M.
Pang, Shichao
Reinberger, Tobias
Schnitzler, Gavin
Smedley, Damian
Thorleifsson, Gudmar
von Scheidt, Moritz
Ulirsch, Jacob C.
Arnar, David O.
Burtt, Noël P.
Costanzo, Maria C.
Flannick, Jason
Ito, Kaoru
Jang, Dong-Keun
Kamatani, Yoichiro
Khera, Amit V.
Komuro, Issei
Kullo, Iftikhar J.
Lotta, Luca A.
Nelson, Christopher P.
Roberts, Robert
Thorgeirsson, Gudmundur
Thorsteinsdottir, Unnur
Webb, Thomas R.
Baras, Aris
Björkegren, Johan L. M.
Boerwinkle, Eric
Dedoussis, George
Holm, Hilma
Hveem, Kristian
Melander, Olle
Morrison, Alanna C.
Orho-Melander, Marju
Rallidis, Loukianos S.
Ruusalepp, Arno
Sabatine, Marc S.
Stefansson, Kari
Zalloua, Pierre
Ellinor, Patrick T.
Farrall, Martin
Danesh, John
Ruff, Christian T.
Finucane, Hilary K.
Hopewell, Jemma C.
Clarke, Robert
Gupta, Rajat M.
Erdmann, Jeanette
Samani, Nilesh J.
Schunkert, Heribert
Watkins, Hugh
Willer, Cristen J.
Deloukas, Panos
Kathiresan, Sekar
Butterworth, Adam S.
author_sort Aragam, Krishna G.
collection PubMed
description The discovery of genetic loci associated with complex diseases has outpaced the elucidation of mechanisms of disease pathogenesis. Here we conducted a genome-wide association study (GWAS) for coronary artery disease (CAD) comprising 181,522 cases among 1,165,690 participants of predominantly European ancestry. We detected 241 associations, including 30 new loci. Cross-ancestry meta-analysis with a Japanese GWAS yielded 38 additional new loci. We prioritized likely causal variants using functionally informed fine-mapping, yielding 42 associations with less than five variants in the 95% credible set. Similarity-based clustering suggested roles for early developmental processes, cell cycle signaling and vascular cell migration and proliferation in the pathogenesis of CAD. We prioritized 220 candidate causal genes, combining eight complementary approaches, including 123 supported by three or more approaches. Using CRISPR–Cas9, we experimentally validated the effect of an enhancer in MYO9B, which appears to mediate CAD risk by regulating vascular cell motility. Our analysis identifies and systematically characterizes >250 risk loci for CAD to inform experimental interrogation of putative causal mechanisms for CAD.
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spelling pubmed-97291112022-12-09 Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants Aragam, Krishna G. Jiang, Tao Goel, Anuj Kanoni, Stavroula Wolford, Brooke N. Atri, Deepak S. Weeks, Elle M. Wang, Minxian Hindy, George Zhou, Wei Grace, Christopher Roselli, Carolina Marston, Nicholas A. Kamanu, Frederick K. Surakka, Ida Venegas, Loreto Muñoz Sherliker, Paul Koyama, Satoshi Ishigaki, Kazuyoshi Åsvold, Bjørn O. Brown, Michael R. Brumpton, Ben de Vries, Paul S. Giannakopoulou, Olga Giardoglou, Panagiota Gudbjartsson, Daniel F. Güldener, Ulrich Haider, Syed M. Ijlal Helgadottir, Anna Ibrahim, Maysson Kastrati, Adnan Kessler, Thorsten Kyriakou, Theodosios Konopka, Tomasz Li, Ling Ma, Lijiang Meitinger, Thomas Mucha, Sören Munz, Matthias Murgia, Federico Nielsen, Jonas B. Nöthen, Markus M. Pang, Shichao Reinberger, Tobias Schnitzler, Gavin Smedley, Damian Thorleifsson, Gudmar von Scheidt, Moritz Ulirsch, Jacob C. Arnar, David O. Burtt, Noël P. Costanzo, Maria C. Flannick, Jason Ito, Kaoru Jang, Dong-Keun Kamatani, Yoichiro Khera, Amit V. Komuro, Issei Kullo, Iftikhar J. Lotta, Luca A. Nelson, Christopher P. Roberts, Robert Thorgeirsson, Gudmundur Thorsteinsdottir, Unnur Webb, Thomas R. Baras, Aris Björkegren, Johan L. M. Boerwinkle, Eric Dedoussis, George Holm, Hilma Hveem, Kristian Melander, Olle Morrison, Alanna C. Orho-Melander, Marju Rallidis, Loukianos S. Ruusalepp, Arno Sabatine, Marc S. Stefansson, Kari Zalloua, Pierre Ellinor, Patrick T. Farrall, Martin Danesh, John Ruff, Christian T. Finucane, Hilary K. Hopewell, Jemma C. Clarke, Robert Gupta, Rajat M. Erdmann, Jeanette Samani, Nilesh J. Schunkert, Heribert Watkins, Hugh Willer, Cristen J. Deloukas, Panos Kathiresan, Sekar Butterworth, Adam S. Nat Genet Article The discovery of genetic loci associated with complex diseases has outpaced the elucidation of mechanisms of disease pathogenesis. Here we conducted a genome-wide association study (GWAS) for coronary artery disease (CAD) comprising 181,522 cases among 1,165,690 participants of predominantly European ancestry. We detected 241 associations, including 30 new loci. Cross-ancestry meta-analysis with a Japanese GWAS yielded 38 additional new loci. We prioritized likely causal variants using functionally informed fine-mapping, yielding 42 associations with less than five variants in the 95% credible set. Similarity-based clustering suggested roles for early developmental processes, cell cycle signaling and vascular cell migration and proliferation in the pathogenesis of CAD. We prioritized 220 candidate causal genes, combining eight complementary approaches, including 123 supported by three or more approaches. Using CRISPR–Cas9, we experimentally validated the effect of an enhancer in MYO9B, which appears to mediate CAD risk by regulating vascular cell motility. Our analysis identifies and systematically characterizes >250 risk loci for CAD to inform experimental interrogation of putative causal mechanisms for CAD. Nature Publishing Group US 2022-12-06 2022 /pmc/articles/PMC9729111/ /pubmed/36474045 http://dx.doi.org/10.1038/s41588-022-01233-6 Text en © The Author(s) 2022 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Aragam, Krishna G.
Jiang, Tao
Goel, Anuj
Kanoni, Stavroula
Wolford, Brooke N.
Atri, Deepak S.
Weeks, Elle M.
Wang, Minxian
Hindy, George
Zhou, Wei
Grace, Christopher
Roselli, Carolina
Marston, Nicholas A.
Kamanu, Frederick K.
Surakka, Ida
Venegas, Loreto Muñoz
Sherliker, Paul
Koyama, Satoshi
Ishigaki, Kazuyoshi
Åsvold, Bjørn O.
Brown, Michael R.
Brumpton, Ben
de Vries, Paul S.
Giannakopoulou, Olga
Giardoglou, Panagiota
Gudbjartsson, Daniel F.
Güldener, Ulrich
Haider, Syed M. Ijlal
Helgadottir, Anna
Ibrahim, Maysson
Kastrati, Adnan
Kessler, Thorsten
Kyriakou, Theodosios
Konopka, Tomasz
Li, Ling
Ma, Lijiang
Meitinger, Thomas
Mucha, Sören
Munz, Matthias
Murgia, Federico
Nielsen, Jonas B.
Nöthen, Markus M.
Pang, Shichao
Reinberger, Tobias
Schnitzler, Gavin
Smedley, Damian
Thorleifsson, Gudmar
von Scheidt, Moritz
Ulirsch, Jacob C.
Arnar, David O.
Burtt, Noël P.
Costanzo, Maria C.
Flannick, Jason
Ito, Kaoru
Jang, Dong-Keun
Kamatani, Yoichiro
Khera, Amit V.
Komuro, Issei
Kullo, Iftikhar J.
Lotta, Luca A.
Nelson, Christopher P.
Roberts, Robert
Thorgeirsson, Gudmundur
Thorsteinsdottir, Unnur
Webb, Thomas R.
Baras, Aris
Björkegren, Johan L. M.
Boerwinkle, Eric
Dedoussis, George
Holm, Hilma
Hveem, Kristian
Melander, Olle
Morrison, Alanna C.
Orho-Melander, Marju
Rallidis, Loukianos S.
Ruusalepp, Arno
Sabatine, Marc S.
Stefansson, Kari
Zalloua, Pierre
Ellinor, Patrick T.
Farrall, Martin
Danesh, John
Ruff, Christian T.
Finucane, Hilary K.
Hopewell, Jemma C.
Clarke, Robert
Gupta, Rajat M.
Erdmann, Jeanette
Samani, Nilesh J.
Schunkert, Heribert
Watkins, Hugh
Willer, Cristen J.
Deloukas, Panos
Kathiresan, Sekar
Butterworth, Adam S.
Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants
title Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants
title_full Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants
title_fullStr Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants
title_full_unstemmed Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants
title_short Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants
title_sort discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9729111/
https://www.ncbi.nlm.nih.gov/pubmed/36474045
http://dx.doi.org/10.1038/s41588-022-01233-6
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