Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
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
_version_ 1785084822981443584
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
work_keys_str_mv AT kwaksooheon timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT hernandezcancelaryanb timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT dicorpodaniela timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT condondavide timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT merinojordi timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT wupeitao timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT brodyjennifera timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT yaojie timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT guoxiuqing timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT ahmadizarfariba timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT meyermariah timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT sincanmurat timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT mercaderjosepm timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT leesujin timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT haesslerjeffrey timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT vyhamyt timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT linzhaotong timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT armstrongnicoled timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT gushaopeng timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT tsaonoahl timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT langelesliea timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT wangningyuan timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT wigginskerril timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT trompetstella timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT liusimin timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT loosruthjf timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT judyrenae timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT schroederphiliph timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT hasbaninatalier timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT bosmaximem timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT morrisonalannac timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT jacksonrebeccad timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT reineralexanderp timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT mansonjoanne timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT chaudharyninads timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT carmichaellynnk timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT chenyiiderida timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT taylorkentd timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT ghanbarimohsen timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT vanmeursjoyce timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT pitsillidesachilleasn timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT psatybrucem timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT noordamraymond timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT doron timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT parkkyongsoo timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT jukemajwouter timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT kavousimaryam timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT correaadolfo timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT richstephens timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT damrauerscottm timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT hajekcatherine timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT chonamh timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT irvinmargueriter timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT pankowjamess timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT nadkarnigirishn timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT sladekrobert timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT goodarzimarko timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT florezjosec timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT chasmandanieli timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT heckbertsusanr timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT kooperbergcharles timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT dupuisjosee timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT malhotrarajeev timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT devriespauls timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT liuchingti timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT rotterjeromei timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus
AT meigsjamesb timetoeventgenomewideassociationstudyforincidentcardiovasculardiseaseinpeoplewithtype2diabetesmellitus