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Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus
BACKGROUND: Type 2 diabetes mellitus (T2D) confers a two- to three-fold increased risk of cardiovascular disease (CVD). However, the mechanisms underlying increased CVD risk among people with T2D are only partially understood. We hypothesized that a genetic association study among people with T2D at...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402212/ https://www.ncbi.nlm.nih.gov/pubmed/37546893 http://dx.doi.org/10.1101/2023.07.25.23293180 |
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author | Kwak, Soo Heon Hernandez-Cancela, Ryan B. DiCorpo, Daniel A Condon, David E. Merino, Jordi Wu, Peitao Brody, Jennifer A Yao, Jie Guo, Xiuqing Ahmadizar, Fariba Meyer, Mariah Sincan, Murat Mercader, Josep M. Lee, Sujin Haessler, Jeffrey Vy, Ha My T. Lin, Zhaotong Armstrong, Nicole D. Gu, Shaopeng Tsao, Noah L. Lange, Leslie A. Wang, Ningyuan Wiggins, Kerri L. Trompet, Stella Liu, Simin Loos, Ruth J.F. Judy, Renae Schroeder, Philip H. Hasbani, Natalie R. Bos, Maxime M. Morrison, Alanna C. Jackson, Rebecca D. Reiner, Alexander P. Manson, JoAnn E. Chaudhary, Ninad S. Carmichael, Lynn K. Chen, Yii-Der Ida Taylor, Kent D. Ghanbari, Mohsen van Meurs, Joyce Pitsillides, Achilleas N Psaty, Bruce M. Noordam, Raymond Do, Ron Park, Kyong Soo Jukema, J Wouter Kavousi, Maryam Correa, Adolfo Rich, Stephen S. Damrauer, Scott M. Hajek, Catherine Cho, Nam H. Irvin, Marguerite R. Pankow, James S. Nadkarni, Girish N. Sladek, Robert Goodarzi, Mark O. Florez, Jose C. Chasman, Daniel I. Heckbert, Susan R. Kooperberg, Charles Dupuis, Josée Malhotra, Rajeev de Vries, Paul S. Liu, Ching-Ti Rotter, Jerome I. Meigs, James B. |
author_facet | Kwak, Soo Heon Hernandez-Cancela, Ryan B. DiCorpo, Daniel A Condon, David E. Merino, Jordi Wu, Peitao Brody, Jennifer A Yao, Jie Guo, Xiuqing Ahmadizar, Fariba Meyer, Mariah Sincan, Murat Mercader, Josep M. Lee, Sujin Haessler, Jeffrey Vy, Ha My T. Lin, Zhaotong Armstrong, Nicole D. Gu, Shaopeng Tsao, Noah L. Lange, Leslie A. Wang, Ningyuan Wiggins, Kerri L. Trompet, Stella Liu, Simin Loos, Ruth J.F. Judy, Renae Schroeder, Philip H. Hasbani, Natalie R. Bos, Maxime M. Morrison, Alanna C. Jackson, Rebecca D. Reiner, Alexander P. Manson, JoAnn E. Chaudhary, Ninad S. Carmichael, Lynn K. Chen, Yii-Der Ida Taylor, Kent D. Ghanbari, Mohsen van Meurs, Joyce Pitsillides, Achilleas N Psaty, Bruce M. Noordam, Raymond Do, Ron Park, Kyong Soo Jukema, J Wouter Kavousi, Maryam Correa, Adolfo Rich, Stephen S. Damrauer, Scott M. Hajek, Catherine Cho, Nam H. Irvin, Marguerite R. Pankow, James S. Nadkarni, Girish N. Sladek, Robert Goodarzi, Mark O. Florez, Jose C. Chasman, Daniel I. Heckbert, Susan R. Kooperberg, Charles Dupuis, Josée Malhotra, Rajeev de Vries, Paul S. Liu, Ching-Ti Rotter, Jerome I. Meigs, James B. |
author_sort | Kwak, Soo Heon |
collection | PubMed |
description | BACKGROUND: Type 2 diabetes mellitus (T2D) confers a two- to three-fold increased risk of cardiovascular disease (CVD). However, the mechanisms underlying increased CVD risk among people with T2D are only partially understood. We hypothesized that a genetic association study among people with T2D at risk for developing incident cardiovascular complications could provide insights into molecular genetic aspects underlying CVD. METHODS: From 16 studies of the Cohorts for Heart & Aging Research in Genomic Epidemiology (CHARGE) Consortium, we conducted a multi-ancestry time-to-event genome-wide association study (GWAS) for incident CVD among people with T2D using Cox proportional hazards models. Incident CVD was defined based on a composite of coronary artery disease (CAD), stroke, and cardiovascular death that occurred at least one year after the diagnosis of T2D. Cohort-level estimated effect sizes were combined using inverse variance weighted fixed effects meta-analysis. We also tested 204 known CAD variants for association with incident CVD among patients with T2D. RESULTS: A total of 49,230 participants with T2D were included in the analyses (31,118 European ancestries and 18,112 non-European ancestries) which consisted of 8,956 incident CVD cases over a range of mean follow-up duration between 3.2 and 33.7 years (event rate 18.2%). We identified three novel, distinct genetic loci for incident CVD among individuals with T2D that reached the threshold for genome-wide significance (P<5.0×10(−8)): rs147138607 (intergenic variant between CACNA1E and ZNF648) with a hazard ratio (HR) 1.23, 95% confidence interval (CI) 1.15 – 1.32, P=3.6×10(−9), rs11444867 (intergenic variant near HS3ST1) with HR 1.89, 95% CI 1.52 – 2.35, P=9.9×10(−9), and rs335407 (intergenic variant between TFB1M and NOX3) HR 1.25, 95% CI 1.16 – 1.35, P=1.5×10(−8). Among 204 known CAD loci, 32 were associated with incident CVD in people with T2D with P<0.05, and 5 were significant after Bonferroni correction (P<0.00024, 0.05/204). A polygenic score of these 204 variants was significantly associated with incident CVD with HR 1.14 (95% CI 1.12 – 1.16) per 1 standard deviation increase (P=1.0×10(−16)). CONCLUSIONS: The data point to novel and known genomic regions associated with incident CVD among individuals with T2D. |
format | Online Article Text |
id | pubmed-10402212 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-104022122023-08-05 Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus Kwak, Soo Heon Hernandez-Cancela, Ryan B. DiCorpo, Daniel A Condon, David E. Merino, Jordi Wu, Peitao Brody, Jennifer A Yao, Jie Guo, Xiuqing Ahmadizar, Fariba Meyer, Mariah Sincan, Murat Mercader, Josep M. Lee, Sujin Haessler, Jeffrey Vy, Ha My T. Lin, Zhaotong Armstrong, Nicole D. Gu, Shaopeng Tsao, Noah L. Lange, Leslie A. Wang, Ningyuan Wiggins, Kerri L. Trompet, Stella Liu, Simin Loos, Ruth J.F. Judy, Renae Schroeder, Philip H. Hasbani, Natalie R. Bos, Maxime M. Morrison, Alanna C. Jackson, Rebecca D. Reiner, Alexander P. Manson, JoAnn E. Chaudhary, Ninad S. Carmichael, Lynn K. Chen, Yii-Der Ida Taylor, Kent D. Ghanbari, Mohsen van Meurs, Joyce Pitsillides, Achilleas N Psaty, Bruce M. Noordam, Raymond Do, Ron Park, Kyong Soo Jukema, J Wouter Kavousi, Maryam Correa, Adolfo Rich, Stephen S. Damrauer, Scott M. Hajek, Catherine Cho, Nam H. Irvin, Marguerite R. Pankow, James S. Nadkarni, Girish N. Sladek, Robert Goodarzi, Mark O. Florez, Jose C. Chasman, Daniel I. Heckbert, Susan R. Kooperberg, Charles Dupuis, Josée Malhotra, Rajeev de Vries, Paul S. Liu, Ching-Ti Rotter, Jerome I. Meigs, James B. medRxiv Article BACKGROUND: Type 2 diabetes mellitus (T2D) confers a two- to three-fold increased risk of cardiovascular disease (CVD). However, the mechanisms underlying increased CVD risk among people with T2D are only partially understood. We hypothesized that a genetic association study among people with T2D at risk for developing incident cardiovascular complications could provide insights into molecular genetic aspects underlying CVD. METHODS: From 16 studies of the Cohorts for Heart & Aging Research in Genomic Epidemiology (CHARGE) Consortium, we conducted a multi-ancestry time-to-event genome-wide association study (GWAS) for incident CVD among people with T2D using Cox proportional hazards models. Incident CVD was defined based on a composite of coronary artery disease (CAD), stroke, and cardiovascular death that occurred at least one year after the diagnosis of T2D. Cohort-level estimated effect sizes were combined using inverse variance weighted fixed effects meta-analysis. We also tested 204 known CAD variants for association with incident CVD among patients with T2D. RESULTS: A total of 49,230 participants with T2D were included in the analyses (31,118 European ancestries and 18,112 non-European ancestries) which consisted of 8,956 incident CVD cases over a range of mean follow-up duration between 3.2 and 33.7 years (event rate 18.2%). We identified three novel, distinct genetic loci for incident CVD among individuals with T2D that reached the threshold for genome-wide significance (P<5.0×10(−8)): rs147138607 (intergenic variant between CACNA1E and ZNF648) with a hazard ratio (HR) 1.23, 95% confidence interval (CI) 1.15 – 1.32, P=3.6×10(−9), rs11444867 (intergenic variant near HS3ST1) with HR 1.89, 95% CI 1.52 – 2.35, P=9.9×10(−9), and rs335407 (intergenic variant between TFB1M and NOX3) HR 1.25, 95% CI 1.16 – 1.35, P=1.5×10(−8). Among 204 known CAD loci, 32 were associated with incident CVD in people with T2D with P<0.05, and 5 were significant after Bonferroni correction (P<0.00024, 0.05/204). A polygenic score of these 204 variants was significantly associated with incident CVD with HR 1.14 (95% CI 1.12 – 1.16) per 1 standard deviation increase (P=1.0×10(−16)). CONCLUSIONS: The data point to novel and known genomic regions associated with incident CVD among individuals with T2D. Cold Spring Harbor Laboratory 2023-07-28 /pmc/articles/PMC10402212/ /pubmed/37546893 http://dx.doi.org/10.1101/2023.07.25.23293180 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Kwak, Soo Heon Hernandez-Cancela, Ryan B. DiCorpo, Daniel A Condon, David E. Merino, Jordi Wu, Peitao Brody, Jennifer A Yao, Jie Guo, Xiuqing Ahmadizar, Fariba Meyer, Mariah Sincan, Murat Mercader, Josep M. Lee, Sujin Haessler, Jeffrey Vy, Ha My T. Lin, Zhaotong Armstrong, Nicole D. Gu, Shaopeng Tsao, Noah L. Lange, Leslie A. Wang, Ningyuan Wiggins, Kerri L. Trompet, Stella Liu, Simin Loos, Ruth J.F. Judy, Renae Schroeder, Philip H. Hasbani, Natalie R. Bos, Maxime M. Morrison, Alanna C. Jackson, Rebecca D. Reiner, Alexander P. Manson, JoAnn E. Chaudhary, Ninad S. Carmichael, Lynn K. Chen, Yii-Der Ida Taylor, Kent D. Ghanbari, Mohsen van Meurs, Joyce Pitsillides, Achilleas N Psaty, Bruce M. Noordam, Raymond Do, Ron Park, Kyong Soo Jukema, J Wouter Kavousi, Maryam Correa, Adolfo Rich, Stephen S. Damrauer, Scott M. Hajek, Catherine Cho, Nam H. Irvin, Marguerite R. Pankow, James S. Nadkarni, Girish N. Sladek, Robert Goodarzi, Mark O. Florez, Jose C. Chasman, Daniel I. Heckbert, Susan R. Kooperberg, Charles Dupuis, Josée Malhotra, Rajeev de Vries, Paul S. Liu, Ching-Ti Rotter, Jerome I. Meigs, James B. Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus |
title | Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus |
title_full | Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus |
title_fullStr | Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus |
title_full_unstemmed | Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus |
title_short | Time-to-Event Genome-Wide Association Study for Incident Cardiovascular Disease in People with Type 2 Diabetes Mellitus |
title_sort | time-to-event genome-wide association study for incident cardiovascular disease in people with type 2 diabetes mellitus |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10402212/ https://www.ncbi.nlm.nih.gov/pubmed/37546893 http://dx.doi.org/10.1101/2023.07.25.23293180 |
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