Search

Your search keyword '"Laurikka, Jari O."' showing total 40 results
Start Over Author "Laurikka, Jari O."
40 results on '"Laurikka, Jari O."'

1. Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning

Author

Matsumoto, Nicholas, Saini, Anil Kumar, Ribeiro, Pedro, Choi, Hyunjun, Orlenko, Alena, Lyytikäinen, Leo-Pekka, Laurikka, Jari O, Lehtimäki, Terho, Batista, Sandra, and Moore, Jason H.

Subjects
Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence
Abstract

In many evolutionary computation systems, parent selection methods can affect, among other things, convergence to a solution. In this paper, we present a study comparing the role of two commonly used parent selection methods in evolving machine learning pipelines in an automated machine learning system called Tree-based Pipeline Optimization Tool (TPOT). Specifically, we demonstrate, using experiments on multiple datasets, that lexicase selection leads to significantly faster convergence as compared to NSGA-II in TPOT. We also compare the exploration of parts of the search space by these selection methods using a trie data structure that contains information about the pipelines explored in a particular run.

Published
2023

2. Genome-wide analysis identifies novel susceptibility loci for myocardial infarction

Author

Hartiala, Jaana A, Han, Yi, Jia, Qiong, Hilser, James R, Huang, Pin, Gukasyan, Janet, Schwartzman, William S, Cai, Zhiheng, Biswas, Subarna, Trégouët, David-Alexandre, Smith, Nicholas L, Consortium, The INVENT, Group, The CHARGE Consortium Hemostasis Working, Consortium, The GENIUS-CHD, Seldin, Marcus, Pan, Calvin, Mehrabian, Margarete, Lusis, Aldons J, Bazeley, Peter, Sun, Yan V, Liu, Chang, Quyyumi, Arshed A, Scholz, Markus, Thiery, Joachim, Delgado, Graciela E, Kleber, Marcus E, März, Winfried, Howe, Laurence J, Asselbergs, Folkert W, van Vugt, Marion, Vlachojannis, Georgios J, Patel, Riyaz S, Lyytikäinen, Leo-Pekka, Kähönen, Mika, Lehtimäki, Terho, Nieminen, Tuomo VM, Kuukasjärvi, Pekka, Laurikka, Jari O, Chang, Xuling, Heng, Chew-Kiat, Jiang, Rong, Kraus, William E, Hauser, Elizabeth R, Ferguson, Jane F, Reilly, Muredach P, Ito, Kaoru, Koyama, Satoshi, Kamatani, Yoichiro, Komuro, Issei, Japan, Biobank, Stolze, Lindsey K, Romanoski, Casey E, Khan, Mohammad Daud, Turner, Adam W, Miller, Clint L, Aherrahrou, Redouane, Civelek, Mete, Ma, Lijiang, Björkegren, Johan LM, Kumar, S Ram, Tang, WH Wilson, Hazen, Stanley L, and Allayee, Hooman

Subjects
Biomedical and Clinical Sciences, Cardiovascular Medicine and Haematology, Clinical Sciences, Cardiovascular, Heart Disease, Clinical Research, Heart Disease - Coronary Heart Disease, Human Genome, Genetics, Aging, Atherosclerosis, Aetiology, 2.1 Biological and endogenous factors, Coronary Artery Disease, Endothelial Cells, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Japan, Myocardial Infarction, Polymorphism, Single Nucleotide, Risk Factors, Myocardial infarction, Genetic factors, Genome-wide association study, Meta-analysis, SLC44A3, INVENT Consortium, CHARGE Consortium Hemostasis Working Group, GENIUS-CHD Consortium, Biobank Japan, Cardiorespiratory Medicine and Haematology, Cardiovascular System & Hematology, Cardiovascular medicine and haematology, Clinical sciences
Abstract

AimsWhile most patients with myocardial infarction (MI) have underlying coronary atherosclerosis, not all patients with coronary artery disease (CAD) develop MI. We sought to address the hypothesis that some of the genetic factors which establish atherosclerosis may be distinct from those that predispose to vulnerable plaques and thrombus formation.Methods and resultsWe carried out a genome-wide association study for MI in the UK Biobank (n∼472 000), followed by a meta-analysis with summary statistics from the CARDIoGRAMplusC4D Consortium (n∼167 000). Multiple independent replication analyses and functional approaches were used to prioritize loci and evaluate positional candidate genes. Eight novel regions were identified for MI at the genome wide significance level, of which effect sizes at six loci were more robust for MI than for CAD without the presence of MI. Confirmatory evidence for association of a locus on chromosome 1p21.3 harbouring choline-like transporter 3 (SLC44A3) with MI in the context of CAD, but not with coronary atherosclerosis itself, was obtained in Biobank Japan (n∼165 000) and 16 independent angiography-based cohorts (n∼27 000). Follow-up analyses did not reveal association of the SLC44A3 locus with CAD risk factors, biomarkers of coagulation, other thrombotic diseases, or plasma levels of a broad array of metabolites, including choline, trimethylamine N-oxide, and betaine. However, aortic expression of SLC44A3 was increased in carriers of the MI risk allele at chromosome 1p21.3, increased in ischaemic (vs. non-diseased) coronary arteries, up-regulated in human aortic endothelial cells treated with interleukin-1β (vs. vehicle), and associated with smooth muscle cell migration in vitro.ConclusionsA large-scale analysis comprising ∼831 000 subjects revealed novel genetic determinants of MI and implicated SLC44A3 in the pathophysiology of vulnerable plaques.

Published
2021

6. Association of Factor V Leiden With Subsequent Atherothrombotic Events: A GENIUS-CHD Study of Individual Participant Data

Author

Mahmoodi, Bakhtawar K., Tragante, Vinicius, Kleber, Marcus E., Holmes, Michael V., Schmidt, Amand F., McCubrey, Raymond O., Howe, Laurence J., Direk, Kenan, Allayee, Hooman, Baranova, Ekaterina V., Braund, Peter S., Delgado, Graciela E., Eriksson, Niclas, Gijsberts, Crystel M., Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Pasterkamp, Gerard, Kotti, Salma, Kuukasjärvi, Pekka, Lenzini, Petra A., Levin, Daniel, Lyytikäinen, Leo-Pekka, Muehlschlegel, Jochen D., Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Wilson Tang, W.H., van der Laan, Sander W., van Setten, Jessica, Vilmundarson, Ragnar O., Deanfield, John, Deloukas, Panos, Dudbridge, Frank, James, Stefan, Mordi, Ify R, Teren, Andrej, Bergmeijer, Thomas O., Body, Simon C., Bots, Michiel, Burkhardt, Ralph, Cooper-DeHoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, Doughty, Robert N., Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hoefer, Imo E., Hovingh, G. Kees, Johnson, Julie A., Kaczor, Marcin P., Kähönen, Mika, Klungel, Olaf H., Laurikka, Jari O., Lehtimäki, Terho, Maitland-van der Zee, Anke H., McPherson, Ruth, Palmer, Colin N., Kraaijeveld, Adriaan O., Pepine, Carl J., Sanak, Marek, Sattar, Naveed, Scholz, Markus, Simon, Tabassome, Spertus, John A., Stewart, Alexandre F.R., Szczeklik, Wojciech, Thiery, Joachim, Visseren, Frank L.J., Waltenberger, Johannes, Richards, A. Mark, Lang, Chim C., Cameron, Vicky A., Åkerblom, Axel, Pare, Guillaume, März, Winfried, Samani, Nilesh J., Hingorani, Aroon D., ten Berg, Jurriën M., Wallentin, Lars, Asselbergs, Folkert W., and Patel, Riyaz S.

Published
2020
Full Text
View/download PDF

8. Associations of Polymorphisms in the Peroxisome Proliferator-Activated Receptor Gamma Coactivator-1 Alpha Gene With Subsequent Coronary Heart Disease: An Individual-Level Meta-Analysis

Author

Schillemans, Tessa, Tragante, Vinicius, Maitusong, Buamina, Gigante, Bruna, Cresci, Sharon, Laguzzi, Federica, Vikström, Max, Richards, Mark, Pilbrow, Anna, Cameron, Vicky, Foco, Luisa, Doughty, Robert N., Kuukasjärvi, Pekka, Allayee, Hooman, Hartiala, Jaana A., Tang, W.H. Wilson, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Laurikka, Jari O., Srinivasan, Sundararajan, Mordi, Ify R., Trompet, Stella, Kraaijeveld, Adriaan, van Setten, Jessica, Gijsberts, Crystel M., Maitland-van der Zee, Anke H., Saely, Christoph H., Gong, Yan, Johnson, Julie A., Cooper-DeHoff, Rhonda M., Pepine, Carl J., Casu, Gavino, Leiherer, Andreas, Drexel, Heinz, Horne, Benjamin D., van der Laan, Sander W., Marziliano, Nicola, Hazen, Stanley L., Sinisalo, Juha, Kähönen, Mika, Lehtimäki, Terho, Lang, Chim C., Burkhardt, Ralph, Scholz, Markus, Jukema, J. Wouter, Eriksson, Niclas, Akerblom, Axel, James, Stefan, Held, Claes, Hagström, Emil, Spertus, John A., Algra, Ale, de Faire, Ulf, Akesson, Agneta, Asselbergs, Folkert W., Patel, Riyaz S., Leander, Karin, Schillemans, Tessa, Tragante, Vinicius, Maitusong, Buamina, Gigante, Bruna, Cresci, Sharon, Laguzzi, Federica, Vikström, Max, Richards, Mark, Pilbrow, Anna, Cameron, Vicky, Foco, Luisa, Doughty, Robert N., Kuukasjärvi, Pekka, Allayee, Hooman, Hartiala, Jaana A., Tang, W.H. Wilson, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Laurikka, Jari O., Srinivasan, Sundararajan, Mordi, Ify R., Trompet, Stella, Kraaijeveld, Adriaan, van Setten, Jessica, Gijsberts, Crystel M., Maitland-van der Zee, Anke H., Saely, Christoph H., Gong, Yan, Johnson, Julie A., Cooper-DeHoff, Rhonda M., Pepine, Carl J., Casu, Gavino, Leiherer, Andreas, Drexel, Heinz, Horne, Benjamin D., van der Laan, Sander W., Marziliano, Nicola, Hazen, Stanley L., Sinisalo, Juha, Kähönen, Mika, Lehtimäki, Terho, Lang, Chim C., Burkhardt, Ralph, Scholz, Markus, Jukema, J. Wouter, Eriksson, Niclas, Akerblom, Axel, James, Stefan, Held, Claes, Hagström, Emil, Spertus, John A., Algra, Ale, de Faire, Ulf, Akesson, Agneta, Asselbergs, Folkert W., Patel, Riyaz S., and Leander, Karin

Abstract

Background: The knowledge of factors influencing disease progression in patients with established coronary heart disease (CHD) is still relatively limited. One potential pathway is related to peroxisome proliferator–activated receptor gamma coactivator-1 alpha (PPARGC1A), a transcription factor linked to energy metabolism which may play a role in the heart function. Thus, its associations with subsequent CHD events remain unclear. We aimed to investigate the effect of three different SNPs in the PPARGC1A gene on the risk of subsequent CHD in a population with established CHD. Methods: We employed an individual-level meta-analysis using 23 studies from the GENetIcs of sUbSequent Coronary Heart Disease (GENIUS-CHD) consortium, which included participants (n = 80,900) with either acute coronary syndrome, stable CHD, or a mixture of both at baseline. Three variants in the PPARGC1A gene (rs8192678, G482S; rs7672915, intron 2; and rs3755863, T528T) were tested for their associations with subsequent events during the follow-up using a Cox proportional hazards model adjusted for age and sex. The primary outcome was subsequent CHD death or myocardial infarction (CHD death/myocardial infarction). Stratified analyses of the participant or study characteristics as well as additional analyses for secondary outcomes of specific cardiovascular disease diagnoses and all-cause death were also performed. Results: Meta-analysis revealed no significant association between any of the three variants in the PPARGC1A gene and the primary outcome of CHD death/myocardial infarction among those with established CHD at baseline: rs8192678, hazard ratio (HR): 1.01, 95% confidence interval (CI) 0.98–1.05 and rs7672915, HR: 0.97, 95% CI 0.94–1.00; rs3755863, HR: 1.02, 95% CI 0.99–1.06. Similarly, no significant associations were observed for any of the secondary outcomes. The results from stratified analyses showed null results, except for significant inverse associations between rs7672915 (intro

Published
2022

9. Associations of Polymorphisms in the Peroxisome Proliferator-Activated Receptor Gamma Coactivator-1 Alpha Gene With Subsequent Coronary Heart Disease: An Individual-Level Meta-Analysis

Author

Onderzoek Precision medicine, Circulatory Health, Team Medisch, Experimentele Afd. Cardiologie 1, CDL Onderzoek Pasterkamp, Cardiovasculaire Epi Team 5, Schillemans, Tessa, Tragante, Vinicius, Maitusong, Buamina, Gigante, Bruna, Cresci, Sharon, Laguzzi, Federica, Vikström, Max, Richards, Mark, Pilbrow, Anna, Cameron, Vicky, Foco, Luisa, Doughty, Robert N, Kuukasjärvi, Pekka, Allayee, Hooman, Hartiala, Jaana A, Tang, W H Wilson, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Laurikka, Jari O, Srinivasan, Sundararajan, Mordi, Ify R, Trompet, Stella, Kraaijeveld, Adriaan, van Setten, Jessica, Gijsberts, Crystel M, Maitland-van der Zee, Anke H, Saely, Christoph H, Gong, Yan, Johnson, Julie A, Cooper-DeHoff, Rhonda M, Pepine, Carl J, Casu, Gavino, Leiherer, Andreas, Drexel, Heinz, Horne, Benjamin D, van der Laan, Sander W, Marziliano, Nicola, Hazen, Stanley L, Sinisalo, Juha, Kähönen, Mika, Lehtimäki, Terho, Lang, Chim C, Burkhardt, Ralph, Scholz, Markus, Jukema, J Wouter, Eriksson, Niclas, Åkerblom, Axel, James, Stefan, Held, Claes, Hagström, Emil, Spertus, John A, Algra, Ale, de Faire, Ulf, Åkesson, Agneta, Asselbergs, Folkert W, Patel, Riyaz S, Leander, Karin, Onderzoek Precision medicine, Circulatory Health, Team Medisch, Experimentele Afd. Cardiologie 1, CDL Onderzoek Pasterkamp, Cardiovasculaire Epi Team 5, Schillemans, Tessa, Tragante, Vinicius, Maitusong, Buamina, Gigante, Bruna, Cresci, Sharon, Laguzzi, Federica, Vikström, Max, Richards, Mark, Pilbrow, Anna, Cameron, Vicky, Foco, Luisa, Doughty, Robert N, Kuukasjärvi, Pekka, Allayee, Hooman, Hartiala, Jaana A, Tang, W H Wilson, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Laurikka, Jari O, Srinivasan, Sundararajan, Mordi, Ify R, Trompet, Stella, Kraaijeveld, Adriaan, van Setten, Jessica, Gijsberts, Crystel M, Maitland-van der Zee, Anke H, Saely, Christoph H, Gong, Yan, Johnson, Julie A, Cooper-DeHoff, Rhonda M, Pepine, Carl J, Casu, Gavino, Leiherer, Andreas, Drexel, Heinz, Horne, Benjamin D, van der Laan, Sander W, Marziliano, Nicola, Hazen, Stanley L, Sinisalo, Juha, Kähönen, Mika, Lehtimäki, Terho, Lang, Chim C, Burkhardt, Ralph, Scholz, Markus, Jukema, J Wouter, Eriksson, Niclas, Åkerblom, Axel, James, Stefan, Held, Claes, Hagström, Emil, Spertus, John A, Algra, Ale, de Faire, Ulf, Åkesson, Agneta, Asselbergs, Folkert W, Patel, Riyaz S, and Leander, Karin

Published
2022

10. Impact of Selection Bias on Estimation of Subsequent Event Risk

Author

Hu, Yi-Juan, Schmidt, Amand F., Dudbridge, Frank, Holmes, Michael V., Brophy, James M., Tragante, Vinicius, Li, Ziyi, Liao, Peizhou, Quyyumi, Arshed A., McCubrey, Raymond O., Horne, Benjamin D., Hingorani, Aroon D., Asselbergs, Folkert W., Patel, Riyaz S., Long, Qi, Åkerblom, Axel, Algra, Ale, Allayee, Hooman, Almgren, Peter, Anderson, Jeffrey L., Andreassi, Maria G., Anselmi, Chiara V., Ardissino, Diego, Arsenault, Benoit J., Ballantyne, Christie M., Baranova, Ekaterina V., Behloui, Hassan, Bergmeijer, Thomas O., Bezzina, Connie R., Bjornsson, Eythor, Body, Simon C., Boeckx, Bram, Boersma, Eric (H.), Boerwinkle, Eric, Bogaty, Peter, Braund, Peter S., Breitling, Lutz P., Brenner, Hermann, Briguori, Carlo, Brugts, Jasper J., Burkhardt, Ralph, Cameron, Vicky A., Carlquist, John F., Carpeggiani, Clara, Carruthers, Kathryn F., Casu, Gavino, Condorelli, Gianluigi, Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Deanfield, John, Delgado, Graciela, Deloukas, Panos, Direk, Kenan, Doughty, Robert N., Drexel, Heinz, Duarte, Nubia E., Dubé, Marie-Pierre, Dufresne, Line, Engert, James C., Eriksson, Niclas, Fitzpatrick, Natalie, Foco, Luisa, Ford, Ian, Fox, Keith A.A., Gigante, Bruna, Gijsberts, Crystel M., Girelli, Domenico, Gong, Yan, Gudbjartsson, Daniel F., Hagström, Emil, Hartiala, Jaana, Hazen, Stanley L., Held, Claes, Helgadottir, Anna, Hemingway, Harry, Heydarpour, Mahyar, Hoefer, Imo E., Hovingh, Kees, Hubacek, Jaroslav A., James, Stefan, Johnson, Julie A., Wouter Jukema, J., Kaczor, Marcin P., Kaminski, Karol A., Kettner, Jiri, Kiliszek, Marek, Kleber, Marcus, Klungel, Olaf H., Kofink, Daniel, Kohonen, Mika, Kotti, Salma, Kuukasjärvi, Pekka, Lagerqvist, Bo, Lambrechts, Diether, Lang, Chim C., Laurikka, Jari O., Leander, Karin, Lee, Vei-Vei, Lehtimäki, Terho, Leiherer, Andreas, Lenzini, Petra A., Levin, Daniel, Lindholm, Daniel, Lokki, Marja-Liisa, Lotufo, Paulo A., Lyytikäinen, Leo-Pekka, Khan Mahmoodi, B., Maitland-van der Zee, Anke H., Martinelli, Nicola, März, Winfried, Marziliano, Nicola, McPherson, Ruth, Melander, Olle, Mons, Ute, Muehlschlegel, Jochen D., Muhlestein, Joseph B., Nelson, Cristopher P., Newton Cheh, Chris, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N., Pare, Guillaume, Pasterkamp, Gerard, Pepine, Carl J., Pepinski, Witold, Pereira, Alexandre C., Pilbrow, Anna P., Pilote, Louise, Pitha, Jan, Ploski, Rafal, Mark Richards, A., Saely, Christoph H., Samani, Nilesh J., Samman-Tahhan, Ayman, Sanak, Marek, Sandesara, Pratik B., Sattar, Naveed, Scholz, Markus, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Gustav Smith, J., Spertus, John A., Stefansson, Kari, Stewart, Alexandre F.R., Stott, David J., Szczeklik, Wojciech, Szpakowicz, Anna, Tanck, Michael W.T., Tang, Wilson H., Tardif, Jean-Claude, ten Berg, Jur M., Teren, Andrej, Thanassoulis, George, Thiery, Joachim, Thorgeirsson, Gudmundur, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Timmis, Adam, Trompet, Stella, van de Werf, Frans, van der Graaf, Yolanda, van der Haarst, Pim, van der Laan, Sander W., Vilmundarson, Ragnar O., Virani, Salim S., Visseren, Frank L.J., Vlachopoulou, Efthymia, Wallentin, Lars, Waltenberger, Johannes, Wauters, Els, and Wilde, Arthur A.M.

Published
2017
Full Text
View/download PDF

11. Associations of Polymorphisms in the Peroxisome Proliferator-Activated Receptor Gamma Coactivator-1 Alpha Gene With Subsequent Coronary Heart Disease: An Individual-Level Meta-Analysis

Author

Schillemans, Tessa, primary, Tragante, Vinicius, additional, Maitusong, Buamina, additional, Gigante, Bruna, additional, Cresci, Sharon, additional, Laguzzi, Federica, additional, Vikström, Max, additional, Richards, Mark, additional, Pilbrow, Anna, additional, Cameron, Vicky, additional, Foco, Luisa, additional, Doughty, Robert N., additional, Kuukasjärvi, Pekka, additional, Allayee, Hooman, additional, Hartiala, Jaana A., additional, Tang, W. H. Wilson, additional, Lyytikäinen, Leo-Pekka, additional, Nikus, Kjell, additional, Laurikka, Jari O., additional, Srinivasan, Sundararajan, additional, Mordi, Ify R., additional, Trompet, Stella, additional, Kraaijeveld, Adriaan, additional, van Setten, Jessica, additional, Gijsberts, Crystel M., additional, Maitland-van der Zee, Anke H., additional, Saely, Christoph H., additional, Gong, Yan, additional, Johnson, Julie A., additional, Cooper-DeHoff, Rhonda M., additional, Pepine, Carl J., additional, Casu, Gavino, additional, Leiherer, Andreas, additional, Drexel, Heinz, additional, Horne, Benjamin D., additional, van der Laan, Sander W., additional, Marziliano, Nicola, additional, Hazen, Stanley L., additional, Sinisalo, Juha, additional, Kähönen, Mika, additional, Lehtimäki, Terho, additional, Lang, Chim C., additional, Burkhardt, Ralph, additional, Scholz, Markus, additional, Jukema, J. Wouter, additional, Eriksson, Niclas, additional, Åkerblom, Axel, additional, James, Stefan, additional, Held, Claes, additional, Hagström, Emil, additional, Spertus, John A., additional, Algra, Ale, additional, de Faire, Ulf, additional, Åkesson, Agneta, additional, Asselbergs, Folkert W., additional, Patel, Riyaz S., additional, and Leander, Karin, additional

Published
2022
Full Text
View/download PDF

12. sj-docx-7-sjs-10.1177_14574969221116943 – Supplemental material for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial

Author

Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, and Laurikka, Jari O.

Subjects
FOS: Clinical medicine, 110323 Surgery
Abstract

Supplemental material, sj-docx-7-sjs-10.1177_14574969221116943 for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial by Mikko S. Mattila, Kati M. Järvelä, Timo T. Rinne, Kjell C. Nikus, Markku J. Rantanen, Juho A.A. Siltanen, Jenna-Juulia Heleä and Jari O. Laurikka in Scandinavian Journal of Surgery

Published
2022
Full Text
View/download PDF

13. sj-docx-3-sjs-10.1177_14574969221116943 – Supplemental material for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial

Author

Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, and Laurikka, Jari O.

Subjects
FOS: Clinical medicine, 110323 Surgery
Abstract

Supplemental material, sj-docx-3-sjs-10.1177_14574969221116943 for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial by Mikko S. Mattila, Kati M. Järvelä, Timo T. Rinne, Kjell C. Nikus, Markku J. Rantanen, Juho A.A. Siltanen, Jenna-Juulia Heleä and Jari O. Laurikka in Scandinavian Journal of Surgery

Published
2022
Full Text
View/download PDF

14. sj-docx-5-sjs-10.1177_14574969221116943 – Supplemental material for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial

Author

Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, and Laurikka, Jari O.

Subjects
FOS: Clinical medicine, 110323 Surgery
Abstract

Supplemental material, sj-docx-5-sjs-10.1177_14574969221116943 for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial by Mikko S. Mattila, Kati M. Järvelä, Timo T. Rinne, Kjell C. Nikus, Markku J. Rantanen, Juho A.A. Siltanen, Jenna-Juulia Heleä and Jari O. Laurikka in Scandinavian Journal of Surgery

Published
2022
Full Text
View/download PDF

15. sj-docx-1-sjs-10.1177_14574969221116943 – Supplemental material for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial

Author

Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, and Laurikka, Jari O.

Subjects
FOS: Clinical medicine, 110323 Surgery
Abstract

Supplemental material, sj-docx-1-sjs-10.1177_14574969221116943 for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial by Mikko S. Mattila, Kati M. Järvelä, Timo T. Rinne, Kjell C. Nikus, Markku J. Rantanen, Juho A.A. Siltanen, Jenna-Juulia Heleä and Jari O. Laurikka in Scandinavian Journal of Surgery

Published
2022
Full Text
View/download PDF

16. sj-docx-6-sjs-10.1177_14574969221116943 – Supplemental material for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial

Author

Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, and Laurikka, Jari O.

Subjects
FOS: Clinical medicine, 110323 Surgery
Abstract

Supplemental material, sj-docx-6-sjs-10.1177_14574969221116943 for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial by Mikko S. Mattila, Kati M. Järvelä, Timo T. Rinne, Kjell C. Nikus, Markku J. Rantanen, Juho A.A. Siltanen, Jenna-Juulia Heleä and Jari O. Laurikka in Scandinavian Journal of Surgery

Published
2022
Full Text
View/download PDF

17. sj-docx-4-sjs-10.1177_14574969221116943 – Supplemental material for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial

Author

Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, and Laurikka, Jari O.

Subjects
FOS: Clinical medicine, 110323 Surgery
Abstract

Supplemental material, sj-docx-4-sjs-10.1177_14574969221116943 for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial by Mikko S. Mattila, Kati M. Järvelä, Timo T. Rinne, Kjell C. Nikus, Markku J. Rantanen, Juho A.A. Siltanen, Jenna-Juulia Heleä and Jari O. Laurikka in Scandinavian Journal of Surgery

Published
2022
Full Text
View/download PDF

18. sj-docx-2-sjs-10.1177_14574969221116943 – Supplemental material for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial

Author

Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, and Laurikka, Jari O.

Subjects
FOS: Clinical medicine, 110323 Surgery
Abstract

Supplemental material, sj-docx-2-sjs-10.1177_14574969221116943 for High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial by Mikko S. Mattila, Kati M. Järvelä, Timo T. Rinne, Kjell C. Nikus, Markku J. Rantanen, Juho A.A. Siltanen, Jenna-Juulia Heleä and Jari O. Laurikka in Scandinavian Journal of Surgery

Published
2022
Full Text
View/download PDF

21. Association of factor v leiden with subsequent atherothrombotic events: A GENIUS-CHD study of individual participant data

Author

Afd Pharmacoepi & Clinical Pharmacology, Pharmacoepidemiology and Clinical Pharmacology, Mahmoodi, Bakhtawar K., Tragante, Vinicius, Kleber, Marcus E., Holmes, Michael V., Schmidt, Amand F., McCubrey, Raymond O., Howe, Laurence J., Direk, Kenan, Allayee, Hooman, Baranova, Ekaterina V., Braund, Peter S., Delgado, Graciela E., Eriksson, Niclas, Gijsberts, Crystel M., Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Pasterkamp, Gerard, Kotti, Salma, Kuukasjärvi, Pekka, Lenzini, Petra A., Levin, Daniel, Lyytikäinen, Leo Pekka, Muehlschlegel, Jochen D., Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Wilson Tang, W. H., Van Der Laan, Sander W., Van Setten, Jessica, Vilmundarson, Ragnar O., Deanfield, John, Deloukas, Panos, Dudbridge, Frank, James, Stefan, Mordi, Ify R., Teren, Andrej, Bergmeijer, Thomas O., Body, Simon C., Bots, Michiel, Burkhardt, Ralph, Cooper-Dehoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, Doughty, Robert N., Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hoefer, Imo E., Hovingh, G. Kees, Johnson, Julie A., Kaczor, Marcin P., Kähönen, Mika, Klungel, Olaf H., Laurikka, Jari O., Lehtimäki, Terho, Maitland-Van Der Zee, Anke H., McPherson, Ruth, Palmer, Colin N., Kraaijeveld, Adriaan O., Pepine, Carl J., Sanak, Marek, Sattar, Naveed, Scholz, Markus, Simon, Tabassome, Spertus, John A., Stewart, Alexandre F.R., Szczeklik, Wojciech, Thiery, Joachim, Visseren, Frank L.J., Waltenberger, Johannes, Richards, A. Mark, Lang, Chim C., Cameron, Vicky A., Åkerblom, Axel, Pare, Guillaume, März, Winfried, Samani, Nilesh J., Hingorani, Aroon D., Ten Berg, Jurriën M., Wallentin, Lars, Asselbergs, Folkert W., Patel, Riyaz S., Afd Pharmacoepi & Clinical Pharmacology, Pharmacoepidemiology and Clinical Pharmacology, Mahmoodi, Bakhtawar K., Tragante, Vinicius, Kleber, Marcus E., Holmes, Michael V., Schmidt, Amand F., McCubrey, Raymond O., Howe, Laurence J., Direk, Kenan, Allayee, Hooman, Baranova, Ekaterina V., Braund, Peter S., Delgado, Graciela E., Eriksson, Niclas, Gijsberts, Crystel M., Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Pasterkamp, Gerard, Kotti, Salma, Kuukasjärvi, Pekka, Lenzini, Petra A., Levin, Daniel, Lyytikäinen, Leo Pekka, Muehlschlegel, Jochen D., Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Wilson Tang, W. H., Van Der Laan, Sander W., Van Setten, Jessica, Vilmundarson, Ragnar O., Deanfield, John, Deloukas, Panos, Dudbridge, Frank, James, Stefan, Mordi, Ify R., Teren, Andrej, Bergmeijer, Thomas O., Body, Simon C., Bots, Michiel, Burkhardt, Ralph, Cooper-Dehoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, Doughty, Robert N., Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hoefer, Imo E., Hovingh, G. Kees, Johnson, Julie A., Kaczor, Marcin P., Kähönen, Mika, Klungel, Olaf H., Laurikka, Jari O., Lehtimäki, Terho, Maitland-Van Der Zee, Anke H., McPherson, Ruth, Palmer, Colin N., Kraaijeveld, Adriaan O., Pepine, Carl J., Sanak, Marek, Sattar, Naveed, Scholz, Markus, Simon, Tabassome, Spertus, John A., Stewart, Alexandre F.R., Szczeklik, Wojciech, Thiery, Joachim, Visseren, Frank L.J., Waltenberger, Johannes, Richards, A. Mark, Lang, Chim C., Cameron, Vicky A., Åkerblom, Axel, Pare, Guillaume, März, Winfried, Samani, Nilesh J., Hingorani, Aroon D., Ten Berg, Jurriën M., Wallentin, Lars, Asselbergs, Folkert W., and Patel, Riyaz S.

Published
2020

22. Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning

Author

Experimentele Afd. Cardiologie 1, Team Medisch, Circulatory Health, Orlenko, Alena, Kofink, Daniel, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Mishra, Pashupati, Kuukasjärvi, Pekka, Karhunen, Pekka J, Kähönen, Mika, Laurikka, Jari O, Lehtimäki, Terho, Asselbergs, Folkert W, Moore, Jason H, Experimentele Afd. Cardiologie 1, Team Medisch, Circulatory Health, Orlenko, Alena, Kofink, Daniel, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Mishra, Pashupati, Kuukasjärvi, Pekka, Karhunen, Pekka J, Kähönen, Mika, Laurikka, Jari O, Lehtimäki, Terho, Asselbergs, Folkert W, and Moore, Jason H

Published
2020

23. Association of Factor V Leiden With Subsequent Atherothrombotic Events: A GENIUS-CHD Study of Individual Participant Data

Author

Onderzoek Precision medicine, Circulatory Health, CDL Onderzoek Pasterkamp, Cardiovasculaire Epidemiologie, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Global Health, CDL Arcadia, JC onderzoeksprogramma Methodologie, Team Medisch, Interne Geneeskunde Vasculaire, Mahmoodi, Bakhtawar K, Tragante, Vinicius, Kleber, Marcus E, Holmes, Michael V, Schmidt, Amand F, McCubrey, Raymond O, Howe, Laurence J, Direk, Kenan, Allayee, Hooman, Baranova, Ekaterina V, Braund, Peter S, Delgado, Graciela E, Eriksson, Niclas, Gijsberts, Crystel M, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Pasterkamp, Gerard, Kotti, Salma, Kuukasjärvi, Pekka, Lenzini, Petra A, Levin, Daniel, Lyytikäinen, Leo-Pekka, Muehlschlegel, Jochen D, Nelson, Christopher P, Nikus, Kjell, Pilbrow, Anna P, Wilson Tang, W H, van der Laan, Sander W, van Setten, Jessica, Vilmundarson, Ragnar O, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, James, Stefan, Mordi, Ify R, Teren, Andrej, Bergmeijer, Thomas O, Body, Simon C, Bots, Michiel, Burkhardt, Ralph, Cooper-DeHoff, Rhonda M, Cresci, Sharon, Danchin, Nicolas, Doughty, Robert N, Grobbee, Diederick E, Hagström, Emil, Hazen, Stanley L, Held, Claes, Hoefer, Imo E, Hovingh, G Kees, Johnson, Julie A, Kaczor, Marcin P, Kähönen, Mika, Klungel, Olaf H, Laurikka, Jari O, Lehtimäki, Terho, Maitland-van der Zee, Anke H, McPherson, Ruth, Palmer, Colin N, Kraaijeveld, Adriaan O, Pepine, Carl J, Sanak, Marek, Sattar, Naveed, Scholz, Markus, Simon, Tabassome, Spertus, John A, Stewart, Alexandre F R, Szczeklik, Wojciech, Thiery, Joachim, Visseren, Frank L J, Waltenberger, Johannes, Richards, A Mark, Lang, Chim C, Cameron, Vicky A, Åkerblom, Axel, Pare, Guillaume, März, Winfried, Samani, Nilesh J, Hingorani, Aroon D, Ten Berg, Jurriën M, Wallentin, Lars, Asselbergs, Folkert W, Patel, Riyaz S, Onderzoek Precision medicine, Circulatory Health, CDL Onderzoek Pasterkamp, Cardiovasculaire Epidemiologie, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Global Health, CDL Arcadia, JC onderzoeksprogramma Methodologie, Team Medisch, Interne Geneeskunde Vasculaire, Mahmoodi, Bakhtawar K, Tragante, Vinicius, Kleber, Marcus E, Holmes, Michael V, Schmidt, Amand F, McCubrey, Raymond O, Howe, Laurence J, Direk, Kenan, Allayee, Hooman, Baranova, Ekaterina V, Braund, Peter S, Delgado, Graciela E, Eriksson, Niclas, Gijsberts, Crystel M, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Pasterkamp, Gerard, Kotti, Salma, Kuukasjärvi, Pekka, Lenzini, Petra A, Levin, Daniel, Lyytikäinen, Leo-Pekka, Muehlschlegel, Jochen D, Nelson, Christopher P, Nikus, Kjell, Pilbrow, Anna P, Wilson Tang, W H, van der Laan, Sander W, van Setten, Jessica, Vilmundarson, Ragnar O, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, James, Stefan, Mordi, Ify R, Teren, Andrej, Bergmeijer, Thomas O, Body, Simon C, Bots, Michiel, Burkhardt, Ralph, Cooper-DeHoff, Rhonda M, Cresci, Sharon, Danchin, Nicolas, Doughty, Robert N, Grobbee, Diederick E, Hagström, Emil, Hazen, Stanley L, Held, Claes, Hoefer, Imo E, Hovingh, G Kees, Johnson, Julie A, Kaczor, Marcin P, Kähönen, Mika, Klungel, Olaf H, Laurikka, Jari O, Lehtimäki, Terho, Maitland-van der Zee, Anke H, McPherson, Ruth, Palmer, Colin N, Kraaijeveld, Adriaan O, Pepine, Carl J, Sanak, Marek, Sattar, Naveed, Scholz, Markus, Simon, Tabassome, Spertus, John A, Stewart, Alexandre F R, Szczeklik, Wojciech, Thiery, Joachim, Visseren, Frank L J, Waltenberger, Johannes, Richards, A Mark, Lang, Chim C, Cameron, Vicky A, Åkerblom, Axel, Pare, Guillaume, März, Winfried, Samani, Nilesh J, Hingorani, Aroon D, Ten Berg, Jurriën M, Wallentin, Lars, Asselbergs, Folkert W, and Patel, Riyaz S

Published
2020

28. Subsequent Event Risk in Individuals With Established Coronary Heart Disease Design and Rationale of the GENIUS-CHD Consortium

Author

Patel, Riyaz, Tragante, Vinicius, Schmidt, Amand F., McCubrey, Raymond O., Holmes, Michael V., Howe, Laurence J., Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S., Kaminski, Karol A., Muehlschlegel, Jochen D., Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina V., Behlouli, Hassan, Boeckx, Bram, Braund, Peter S., Breitling, Lutz P., Delgado, Graciela, Duarte, Nubia E., Dubé, Marie-Pierre, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Scholz, Markus, Gijsberts, Crystel M., Glinge, Charlotte, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A., Kleber, Marcus, Kofink, Daniel, Kotti, Salma, Kuukasjärvi, Pekka, Lee, Vei-Vei, Leiherer, Andreas, Lenzini, Petra A., Levin, Daniel, Lyytikäinen, Leo-Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Ploski, Rafal, Sun, Yan V., Tanck, Michael W.T., Tang, W H Wilson, Trompet, Stella, van der Laan, Sander W., Van Setten, Jessica, Vilmundarson, Ragnar O., Viviani Anselmi, Chiara, Vlachopoulou, Efthymia, Al Ali, Lawien, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F., Carruthers, Kathryn F., Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Engström, Thomas, Fitzpatrick, Natalie, Fox, Kim, Gigante, Bruna, James, Stefan, Lokki, Marja-Liisa, Lotufo, Paulo A., Marziliano, Nicola, Mordi, Ify R., Muhlestein, Joseph B., Newton-Cheh, Christopher, Pitha, Jan, Saely, Christoph H., Samman-Tahhan, Ayman, Sandesara, Pratik B., Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A.M., Ford, Ian, Stott, David J., Algra, Ale, Andreassi, Maria G., Ardissino, Diego, Arsenault, Benoit J., Ballantyne, Christie M., Bergmeijer, Thomas O., Bezzina, Connie R., Body, Simon C., Boersma, Eric H., Bogaty, Peter, Bots, Michiel, Brenner, Hermann, Brugts, Jasper J., Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Doughty, Robert N., Drexel, Heinz, Engert, James C., Fox, Keith A.A., Girelli, Domenico, Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hemingway, Harry, Hoefer, Imo E., Hovingh, G. Kees, Jabbari, Reza, Johnson, Julie A., Jukema, J. Wouter, Kaczor, Marcin P., Kähönen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H., Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O., Lehtimäki, Terho, Lindholm, Daniel, Mahmoodi, B.K., Maitland-van der Zee, Anke H., McPherson, Ruth, Melander, Olle, Metspalu, Andres, Niemcunowicz-Janica, Anna, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N., Pasterkamp, Gerard, Pepine, Carl J., Pereira, Alexandre C., Pilote, Louise, Quyyumi, Arshed A., Richards, A. Mark, Sanak, Marek, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Smith, J. Gustav, Spertus, John A., Stender, Steen, Stewart, Alexandre F.R., Szczeklik, Wojciech, Szpakowicz, Anna, Tardif, Jean-Claude, Ten Berg, Jurriën M., Tfelt-Hansen, Jacob, Thanassoulis, George, Thiery, Joachim, Torp-Pedersen, Christian, van der Graaf, Yolanda, Visseren, Frank L.J., Waltenberger, Johannes, Weeke, Peter E., Van der Harst, Pim, Lang, Chim C., Sattar, Naveed, Cameron, Vicky A., Anderson, Jeffrey L., Brophy, James M., Paré, Guillaume, Horne, Benjamin D., März, Winfried, Wallentin, Lars, Samani, Nilesh J., Hingorani, Aroon D., Asselbergs, Folkert W., and Cardiovascular Centre (CVC)

Subjects
Adult, Male, Cardiac & Cardiovascular Systems, CARDIOVASCULAR MORTALITY, Coronary Disease, BIOBANK, Article, Sex Factors, Risk Factors, Journal Article, Humans, ARTERY-DISEASE, Cardiac and Cardiovascular Systems, genetics, Aged, Proportional Hazards Models, Genetics & Heredity, Kardiologi, Science & Technology, Smoking, Age Factors, Middle Aged, BODY-MASS INDEX, myocardial infarction, MYOCARDIAL-INFARCTION, PUBLIC-HEALTH, Cardiovascular System & Cardiology, Female, prognosis, Life Sciences & Biomedicine, coronary artery disease, secondary prevention
Abstract

BACKGROUND: The Genetics of Subsequent Coronary Heart Disease (GENIUS-CHD) consortium was established to facilitate discovery and validation of genetic variants and biomarkers for risk of subsequent CHD events, in individuals with established CHD. METHODS: The consortium currently includes 57 studies from 18 countries, recruiting 185 614 participants with either acute coronary syndrome, stable CHD, or a mixture of both at baseline. All studies collected biological samples and followed-up study participants prospectively for subsequent events. RESULTS: Enrollment into the individual studies took place between 1985 to present day with a duration of follow-up ranging from 9 months to 15 years. Within each study, participants with CHD are predominantly of self-reported European descent (38%-100%), mostly male (44%-91%) with mean ages at recruitment ranging from 40 to 75 years. Initial feasibility analyses, using a federated analysis approach, yielded expected associations between age (hazard ratio, 1.15; 95% CI, 1.14-1.16) per 5-year increase, male sex (hazard ratio, 1.17; 95% CI, 1.13-1.21) and smoking (hazard ratio, 1.43; 95% CI, 1.35-1.51) with risk of subsequent CHD death or myocardial infarction and differing associations with other individual and composite cardiovascular endpoints. CONCLUSIONS: GENIUS-CHD is a global collaboration seeking to elucidate genetic and nongenetic determinants of subsequent event risk in individuals with established CHD, to improve residual risk prediction and identify novel drug targets for secondary prevention. Initial analyses demonstrate the feasibility and reliability of a federated analysis approach. The consortium now plans to initiate and test novel hypotheses as well as supporting replication and validation analyses for other investigators. ispartof: CIRCULATION-GENOMIC AND PRECISION MEDICINE vol:12 issue:4 ispartof: location:United States status: published

Published
2019
Full Text
View/download PDF

29. Association of Chromosome 9p21 With Subsequent Coronary Heart Disease Events A GENIUS-CHD Study of Individual Participant Data

Author

Patel, Riyaz S., Schmidt, Amand F., Tragante, Vinicius, McCubrey, Raymond O., Holmes, Michael, V, Howe, Laurence J., Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S., Kaminski, Karol A., Muehlschlegel, Jochen D., Dube, Marie-Pierre, Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina, V, Behlouli, Hassan, Boeckx, Bram, Braund, Peter S., Breitling, Lutz P., Delgado, Graciela, Duarte, Nubia E., Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Gijsberts, Crystel M., Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A., Kleber, Marcus, Kofink, Daniel, Kuukasjarvi, Pekka, Lee, Vei-Vei, Leiherer, Andreas, Lenzini, Petra A., Levin, Daniel, Lyytikainen, Leo-Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Ploski, Rafal, Sun, Yan, V, Tanck, Michael W. T., Tang, W. H. Wilson, Trompet, Stella, van der Laan, Sander W., van Setten, Jessica, Vilmundarson, Ragnar O., Anselmi, Chiara Viviani, Vlachopoulou, Efthymia, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F., Carruthers, Kathryn F., Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Fitzpatrick, Natalie, Gigante, Bruna, James, Stefan, Lokki, Marja-Liisa, Lotufo, Paulo A., Marziliano, Nicola, Mordi, Ify R., Muhlestein, Joseph B., Cheh, Chris Newton, Pitha, Jan, Saely, Christoph H., Samman-Tahhan, Ayman, Sandesara, Pratik B., Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A. M., Ford, Ian, Stott, David J., Algra, Ale, Andreassi, Maria G., Ardissino, Diego, Arsenault, Benoit J., Ballantyne, Christie M., Bergmeijer, Thomas O., Bezzina, Connie R., Body, Simon C., Bogaty, Peter, de Borst, Gert J., Brenner, Hermann, Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M., Cresci, Sharon, de Faire, Ulf, Doughty, Robert N., Drexel, Heinz, Engert, James C., Fox, Keith A. A., Girelli, Domenico, Hagström, Emil, Hazen, Stanley L., Held, Claes, Hemingway, Harry, Hoefer, Imo E., Hovingh, G. Kees, Johnson, Julie A., De Jong, Pim A., Jukema, J. Wouter, Kaczor, Marcin P., Kahonen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H., Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O., Lehtimaki, Terho, Lindholm, Daniel, Mahmoodi, Bakhtawar K., Maitland-van der Zee, Anke H., McPherson, Ruth, Melander, Olle, Metspalu, Andres, Pepinski, Witold, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N., Pasterkamp, Gerard, Pepine, Carl J., Pereira, Alexandre C., Note, Louise, Quyyumi, Arshed A., Richards, A. Mark, Sanak, Marek, Scholz, Markus, Siegbahn, Agneta, Sinisalo, Juha, Smith, J. Gustav, Spertus, John A., Stewart, Alexandre F. R., Szczeklik, Wojciech, Szpakowicz, Anna, ten Berg, Jurrien M., Thanassoulis, George, Thieiy, Joachim, van der Graaf, Yolanda, Visseren, Frank L. J., Waltenberger, Johannes, Van der Harst, Pim, Tardif, Jean-Claude, Sattar, Naveed, Lang, Chim C., Pare, Guillaume, Brophy, James M., Anderson, Jeffrey L., Maerz, Winfried, Wallentin, Lars, Cameron, Vicky A., Horne, Benjamin D., Samani, Nilesh J., Hingorani, Aroon D., and Asselbergs, Folkert W.

Subjects
Genetics & Heredity, RISK, Kardiologi, Science & Technology, Cardiac & Cardiovascular Systems, VARIANTS, RECURRENT MYOCARDIAL-INFARCTION, myocardial infarction, risk factor, BIAS, Cardiovascular System & Cardiology, LOCUS, Cardiac and Cardiovascular Systems, cardiovascular diseases, chromosome, genetic, variation, Medical Genetics, Life Sciences & Biomedicine, secondary prevention, Medicinsk genetik
Abstract

BACKGROUND: Genetic variation at chromosome 9p21 is a recognized risk factor for coronary heart disease (CHD). However, its effect on disease progression and subsequent events is unclear, raising questions about its value for stratification of residual risk. METHODS: A variant at chromosome 9p21 (rs1333049) was tested for association with subsequent events during follow-up in 103 357 Europeans with established CHD at baseline from the GENIUS-CHD (Genetics of Subsequent Coronary Heart Disease) Consortium (73.1% male, mean age 62.9 years). The primary outcome, subsequent CHD death or myocardial infarction (CHD death/myocardial infarction), occurred in 13 040 of the 93 115 participants with available outcome data. Effect estimates were compared with case/control risk obtained from the CARDIoGRAMplusC4D consortium (Coronary Artery Disease Genome-wide Replication and Meta-analysis [CARDIoGRAM] plus The Coronary Artery Disease [C4D] Genetics) including 47 222 CHD cases and 122 264 controls free of CHD. RESULTS: Meta-analyses revealed no significant association between chromosome 9p21 and the primary outcome of CHD death/myocardial infarction among those with established CHD at baseline (GENIUS-CHD odds ratio, 1.02; 95% CI, 0.99-1.05). This contrasted with a strong association in CARDIoGRAMPlusC4D odds ratio 1.20; 95% CI, 1.18-1.22; P for interaction

Published
2019

30. Association of Chromosome 9p21 With Subsequent Coronary Heart Disease Events

Author

Patel, Riyaz S, Schmidt, Amand F, Tragante, Vinicius, McCubrey, Raymond O, Holmes, Michael V, Howe, Laurence J, Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S, Kaminski, Karol A, Muehlschlegel, Jochen D, Dubé, Marie-Pierre, Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina V, Behlouli, Hassan, Boeckx, Bram, Braund, Peter S, Breitling, Lutz P, Delgado, Graciela, Duarte, Nubia E, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Gijsberts, Crystel M, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A, Kleber, Marcus, Kofink, Daniel, Kuukasjärvi, Pekka, Lee, Vei-Vei, Leiherer, Andreas, Lenzini, Petra A, Levin, Daniel, Lyytikäinen, Leo-Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P, Nikus, Kjell, Pilbrow, Anna P, Ploski, Rafal, Sun, Yan V, Tanck, Michael WT, Tang, WH Wilson, Trompet, Stella, van der Laan, Sander W, van Setten, Jessica, Vilmundarson, Ragnar O, Viviani Anselmi, Chiara, Vlachopoulou, Efthymia, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F, Carruthers, Kathryn F, Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Fitzpatrick, Natalie, Gigante, Bruna, James, Stefan, Lokki, Marja-Liisa, Lotufo, Paulo A, Marziliano, Nicola, Mordi, Ify R, Muhlestein, Joseph B, Newton Cheh, Chris, Pitha, Jan, Saely, Christoph H, Samman-Tahhan, Ayman, Sandesara, Pratik B, Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur AM, Ford, Ian, Stott, David J, Algra, Ale, Andreassi, Maria G, Ardissino, Diego, Arsenault, Benoit J, Ballantyne, Christie M, Bergmeijer, Thomas O, Bezzina, Connie R, Body, Simon C, Bogaty, Peter, de Borst, Gert J, Brenner, Hermann, Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M, Cresci, Sharon, de Faire, Ulf, Doughty, Robert N, Drexel, Heinz, Engert, James C, Fox, Keith AA, Girelli, Domenico, Hagström, Emil, Hazen, Stanley L, Held, Claes, Hemingway, Harry, Hoefer, Imo E, Hovingh, G Kees, Johnson, Julie A, de Jong, Pim A, Jukema, J Wouter, Kaczor, Marcin P, Kähönen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H, Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O, Lehtimäki, Terho, Lindholm, Daniel, Mahmoodi, Bakhtawar K, Maitland-van der Zee, Anke H, McPherson, Ruth, Melander, Olle, Metspalu, Andres, Pepinski, Witold, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N, Pasterkamp, Gerard, Pepine, Carl J, Pereira, Alexandre C, Pilote, Louise, Quyyumi, Arshed A, Richards, A Mark, Sanak, Marek, Scholz, Markus, Siegbahn, Agneta, Sinisalo, Juha, Smith, J Gustav, Spertus, John A, Stewart, Alexandre FR, Szczeklik, Wojciech, Szpakowicz, Anna, Ten Berg, Jurriën M, Thanassoulis, George, Thiery, Joachim, van der Graaf, Yolanda, Visseren, Frank LJ, Waltenberger, Johannes, CARDIoGRAMPlusC4D Consortium, Van der Harst, Pim, Tardif, Jean-Claude, Sattar, Naveed, Lang, Chim C, Pare, Guillaume, Brophy, James M, Anderson, Jeffrey L, März, Winfried, Wallentin, Lars, Cameron, Vicky A, Horne, Benjamin D, Samani, Nilesh J, Hingorani, Aroon D, and Asselbergs, Folkert W

Subjects
cardiovascular diseases
Abstract

BACKGROUND: Genetic variation at chromosome 9p21 is a recognized risk factor for coronary heart disease (CHD). However, its effect on disease progression and subsequent events is unclear, raising questions about its value for stratification of residual risk. METHODS: A variant at chromosome 9p21 (rs1333049) was tested for association with subsequent events during follow-up in 103?357 Europeans with established CHD at baseline from the GENIUS-CHD (Genetics of Subsequent Coronary Heart Disease) Consortium (73.1% male, mean age 62.9 years). The primary outcome, subsequent CHD death or myocardial infarction (CHD death/myocardial infarction), occurred in 13?040 of the 93?115 participants with available outcome data. Effect estimates were compared with case/control risk obtained from the CARDIoGRAMplusC4D consortium (Coronary Artery Disease Genome-wide Replication and Meta-analysis [CARDIoGRAM] plus The Coronary Artery Disease [C4D] Genetics) including 47?222 CHD cases and 122?264 controls free of CHD. RESULTS: Meta-analyses revealed no significant association between chromosome 9p21 and the primary outcome of CHD death/myocardial infarction among those with established CHD at baseline (GENIUS-CHD odds ratio, 1.02; 95% CI, 0.99-1.05). This contrasted with a strong association in CARDIoGRAMPlusC4D odds ratio 1.20; 95% CI, 1.18-1.22; P for interaction

Published
2019

32. Subsequent Event Risk in Individuals With Established Coronary Heart Disease : Design and Rationale of the GENIUS-CHD Consortium

Author

Patel, Riyaz S., Tragante, Vinicius, Schmidt, Amand F., McCubrey, Raymond O., Holmes, Michael, V, Howe, Laurence J., Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S., Kaminski, Karol A., Muehlschlegel, Jochen D., Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina, V, Behloui, Hassan, Boeckx, Bram, Braund, Peter S., Breitling, Lutz P., Delgado, Gradela, Duarte, Nubia E., Dube, Marie-Pierre, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Scholz, Markus, Gijsberts, Crystel M., Glinge, Charlotte, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A., Kleber, Marcus, Kofink, Daniel, Kotti, Salma, Kuukasjarvi, Pekka, Lee, Vei-Vei, Leiherer, Andreas, Lenzini, Petra A., Levin, Daniel, Lyytikainen, Leo-Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Ploski, Rafal, Sun, Yan, V, Tanck, Michael W. T., Tang, W. H. Wilson, Trompet, Stella, van der Laan, Sander W., Van Setten, Jessica, Vilmundarson, Ragnar O., Anselmi, Chiara Viviani, Vlachopoulou, Efthymia, Al Ali, Lawien, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F., Carruthers, Kathryn F., Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Engstrom, Thomas, Fitzpatrick, Natalie, Fox, Kim, Gigante, Bruna, James, Stefan, Lokki, Marja-Liisa, Lotufo, Paulo A., Marziliano, Nicola, Mordi, Ify R., Muhlestein, Joseph B., Newton-Cheh, Christopher, Pitha, Jan, Saely, Christoph H., Samman-Tahhan, Ayman, Sandesara, Pratik B., Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A. M., Ford, Ian, Stott, David J., Algra, Ale, Andreassi, Maria G., Ardissino, Diego, Arsenault, Benoit J., Ballantyne, Christie M., Bergmeijer, Thomas O., Bezzina, Connie R., Body, Simon C., Boersma, Eric H., Bogaty, Peter, Bots, Michiel L., Brenner, Hermann, Brugts, Jasper J., Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Doughty, Robert N., Drexel, Heinz, Engert, James C., Fox, Keith A. A., Girelli, Domenico, Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hemingway, Harry, Hoefer, Imo E., Hovingh, G. Kees, Jabbari, Reza, Johnson, Julie A., Jukema, J. Wouter, Kaczor, Marcin P., Kahonen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H., Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O., Lehtimaki, Terho, Lindholm, Daniel, Mahmoodi, B. K., Maitland-van der Zee, Anke H., McPherson, Ruth, Melander, Olle, Metspalu, Andres, Niemcunowicz-Janica, Anna, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N., Pasterkamp, Gerard, Pepine, Carl J., Pereira, Alexandre C., Pilote, Louise, Quyyumi, Arshed A., Richards, A. Mark, Sanak, Marek, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Smith, J. Gustav, Spertus, John A., Stender, Steen, Stewart, Alexandre F. R., Szczeklik, Wojciech, Szpakowicz, Anna, Tardif, Jean-Claude, ten Berg, Jurrien M., Tfelt-Hansen, Jacob, Thanassoulis, George, Thiery, Joachim, Torp-Pedersen, Christian, van der Graaf, Yolanda, Visseren, Frank L. J., Waltenberger, Johannes, Weeke, Peter E., Van der Harst, Pim, Lang, Chim C., Sattar, Naveed, Cameron, Vicky A., Anderson, Jeffrey L., Brophy, James M., Pare, Guillaume, Horne, Benjamin D., Marz, Winfried, Wallentin, Lars, Samani, Nilesh J., Hingorani, Aroon D., Asselbergs, Folkert W., Patel, Riyaz S., Tragante, Vinicius, Schmidt, Amand F., McCubrey, Raymond O., Holmes, Michael, V, Howe, Laurence J., Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S., Kaminski, Karol A., Muehlschlegel, Jochen D., Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina, V, Behloui, Hassan, Boeckx, Bram, Braund, Peter S., Breitling, Lutz P., Delgado, Gradela, Duarte, Nubia E., Dube, Marie-Pierre, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Scholz, Markus, Gijsberts, Crystel M., Glinge, Charlotte, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A., Kleber, Marcus, Kofink, Daniel, Kotti, Salma, Kuukasjarvi, Pekka, Lee, Vei-Vei, Leiherer, Andreas, Lenzini, Petra A., Levin, Daniel, Lyytikainen, Leo-Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Ploski, Rafal, Sun, Yan, V, Tanck, Michael W. T., Tang, W. H. Wilson, Trompet, Stella, van der Laan, Sander W., Van Setten, Jessica, Vilmundarson, Ragnar O., Anselmi, Chiara Viviani, Vlachopoulou, Efthymia, Al Ali, Lawien, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F., Carruthers, Kathryn F., Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Engstrom, Thomas, Fitzpatrick, Natalie, Fox, Kim, Gigante, Bruna, James, Stefan, Lokki, Marja-Liisa, Lotufo, Paulo A., Marziliano, Nicola, Mordi, Ify R., Muhlestein, Joseph B., Newton-Cheh, Christopher, Pitha, Jan, Saely, Christoph H., Samman-Tahhan, Ayman, Sandesara, Pratik B., Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A. M., Ford, Ian, Stott, David J., Algra, Ale, Andreassi, Maria G., Ardissino, Diego, Arsenault, Benoit J., Ballantyne, Christie M., Bergmeijer, Thomas O., Bezzina, Connie R., Body, Simon C., Boersma, Eric H., Bogaty, Peter, Bots, Michiel L., Brenner, Hermann, Brugts, Jasper J., Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Doughty, Robert N., Drexel, Heinz, Engert, James C., Fox, Keith A. A., Girelli, Domenico, Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hemingway, Harry, Hoefer, Imo E., Hovingh, G. Kees, Jabbari, Reza, Johnson, Julie A., Jukema, J. Wouter, Kaczor, Marcin P., Kahonen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H., Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O., Lehtimaki, Terho, Lindholm, Daniel, Mahmoodi, B. K., Maitland-van der Zee, Anke H., McPherson, Ruth, Melander, Olle, Metspalu, Andres, Niemcunowicz-Janica, Anna, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N., Pasterkamp, Gerard, Pepine, Carl J., Pereira, Alexandre C., Pilote, Louise, Quyyumi, Arshed A., Richards, A. Mark, Sanak, Marek, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Smith, J. Gustav, Spertus, John A., Stender, Steen, Stewart, Alexandre F. R., Szczeklik, Wojciech, Szpakowicz, Anna, Tardif, Jean-Claude, ten Berg, Jurrien M., Tfelt-Hansen, Jacob, Thanassoulis, George, Thiery, Joachim, Torp-Pedersen, Christian, van der Graaf, Yolanda, Visseren, Frank L. J., Waltenberger, Johannes, Weeke, Peter E., Van der Harst, Pim, Lang, Chim C., Sattar, Naveed, Cameron, Vicky A., Anderson, Jeffrey L., Brophy, James M., Pare, Guillaume, Horne, Benjamin D., Marz, Winfried, Wallentin, Lars, Samani, Nilesh J., Hingorani, Aroon D., and Asselbergs, Folkert W.

Abstract

BACKGROUND: The Genetics of Subsequent Coronary Heart Disease (GENIUS-CHD) consortium was established to facilitate discovery and validation of genetic variants and biomarkers for risk of subsequent CHD events, in individuals with established CHD. METHODS: The consortium currently includes 57 studies from 18 countries, recruiting 185 614 participants with either acute coronary syndrome, stable CHD, or a mixture of both at baseline. All studies collected biological samples and followed-up study participants prospectively for subsequent events. RESULTS: Enrollment into the individual studies took place between 1985 to present day with a duration of follow-up ranging from 9 months to 15 years. Within each study, participants with CHD are predominantly of self-reported European descent (38%-100%), mostly male (44%-91%) with mean ages at recruitment ranging from 40 to 75 years. Initial feasibility analyses, using a federated analysis approach, yielded expected associations between age (hazard ratio, 1.15; 95% CI, 1.14-1.16) per 5-year increase, male sex (hazard ratio, 1.17; 95% CI, 1.13-1.21) and smoking (hazard ratio, 1.43; 95% CI, 1.35-1.51) with risk of subsequent CHD death or myocardial infarction and differing associations with other individual and composite cardiovascular endpoints. CONCLUSIONS: GENIUS-CHD is a global collaboration seeking to elucidate genetic and nongenetic determinants of subsequent event risk in individuals with established CHD, to improve residual risk prediction and identify novel drug targets for secondary prevention. Initial analyses demonstrate the feasibility and reliability of a federated analysis approach. The consortium now plans to initiate and test novel hypotheses as well as supporting replication and validation analyses for other investigators.

Published
2019
Full Text
View/download PDF

33. Subsequent Event Risk in Individuals with Established Coronary Heart Disease: Design and Rationale of the GENIUS-CHD Consortium

Author

Onderzoek Precision medicine, Circulatory Health, UMC Utrecht, Aios en Stafsecr. Cardiologie, Experimentele Afd. Cardiologie 1, Apotheek Klinische Farmacie Kinderen, CDL Onderzoek Pasterkamp, Cardiovasculaire Epi Team 6, ZL Cerebrovasculaire Ziekten Medisch, Brain, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Cardiovasculaire Epi Team 5, Cardiovasculaire Epi Team 9, CDL Arcadia, Global Health, JC onderzoeksprogramma Methodologie, dLAB Afdelingen, Device, Interne Geneeskunde Vasculaire, Team Medisch, Patel, Riyaz S., Tragante, Vinicius, Schmidt, Amand F., McCubrey, Raymond O., Holmes, Michael V., Howe, Laurence J., Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S., Kaminski, Karol A., Muehlschlegel, Jochen D., Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina V., Behloui, Hassan, Boeckx, Bram, Braund, Peter S., Breitling, Lutz P., Delgado, Graciela, Duarte, Nubia E., Dubé, Marie Pierre, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Scholz, Markus, Gijsberts, Crystel M., Glinge, Charlotte, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A., Kleber, Marcus, Kofink, Daniel, Kotti, Salma, Kuukasjärvi, Pekka, Lee, Vei Vei, Leiherer, Andreas, Lenzini, Petra A., Levin, Daniel, Lyytikäinen, Leo Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Ploski, Rafal, Sun, Yan V., Tanck, Michael W.T., Tang, W. H.Wilson, Trompet, Stella, van der Laan, Sander W., Van Setten, Jessica, Vilmundarson, Ragnar O., Viviani Anselmi, Chiara, Vlachopoulou, Efthymia, Al Ali, Lawien, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F., Carruthers, Kathryn F., Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Engstrøm, Thomas, Fitzpatrick, Natalie, Fox, Kim, Gigante, Bruna, James, Stefan, Lokki, Marja Liisa, Lotufo, Paulo A., Marziliano, Nicola, Mordi, Ify R., Muhlestein, Joseph B., Newton-Cheh, Christopher, Pitha, Jan, Saely, Christoph H., Samman-Tahhan, Ayman, Sandesara, Pratik B., Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A.M., Ford, Ian, Stott, David J., Algra, Ale, Andreassi, Maria G., Ardissino, Diego, Arsenault, Benoit J., Ballantyne, Christie M., Bergmeijer, Thomas O., Bezzina, Connie R., Body, Simon C., Boersma, Eric H., Bogaty, Peter, Bots, Michiel L., Brenner, Hermann, Brugts, Jasper J., Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Doughty, Robert N., Drexel, Heinz, Engert, James C., Fox, Keith A.A., Girelli, Domenico, Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hemingway, Harry, Hoefer, Imo E., Hovingh, G. Kees, Jabbari, Reza, Johnson, Julie A., Jukema, J. Wouter, Kaczor, Marcin P., Kähönen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H., Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O., Lehtimäki, Terho, Lindholm, Daniel, Mahmoodi, B. K., Maitland-van der Zee, Anke H., McPherson, Ruth, Melander, Olle, Metspalu, Andres, Niemcunowicz-Janica, Anna, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N., Pasterkamp, Gerard, Pepine, Carl J., Pereira, Alexandre C., Pilote, Louise, Quyyumi, Arshed A., Richards, A. Mark, Sanak, Marek, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Smith, J. Gustav, Spertus, John A., Stender, Steen, Stewart, Alexandre F.R., Szczeklik, Wojciech, Szpakowicz, Anna, Tardif, Jean Claude, Ten Berg, Jurriën M., Tfelt-Hansen, Jacob, Thanassoulis, George, Thiery, Joachim, Torp-Pedersen, Christian, van der Graaf, Yolanda, Visseren, Frank L.J., Waltenberger, Johannes, Weeke, Peter E., Van der Harst, Pim, Lang, Chim C., Sattar, Naveed, Cameron, Vicky A., Anderson, Jeffrey L., Brophy, James M., Pare, Guillaume, Horne, Benjamin D., März, Winfried, Wallentin, Lars, Samani, Nilesh J., Hingorani, Aroon D., Asselbergs, Folkert W., Onderzoek Precision medicine, Circulatory Health, UMC Utrecht, Aios en Stafsecr. Cardiologie, Experimentele Afd. Cardiologie 1, Apotheek Klinische Farmacie Kinderen, CDL Onderzoek Pasterkamp, Cardiovasculaire Epi Team 6, ZL Cerebrovasculaire Ziekten Medisch, Brain, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Cardiovasculaire Epi Team 5, Cardiovasculaire Epi Team 9, CDL Arcadia, Global Health, JC onderzoeksprogramma Methodologie, dLAB Afdelingen, Device, Interne Geneeskunde Vasculaire, Team Medisch, Patel, Riyaz S., Tragante, Vinicius, Schmidt, Amand F., McCubrey, Raymond O., Holmes, Michael V., Howe, Laurence J., Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S., Kaminski, Karol A., Muehlschlegel, Jochen D., Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina V., Behloui, Hassan, Boeckx, Bram, Braund, Peter S., Breitling, Lutz P., Delgado, Graciela, Duarte, Nubia E., Dubé, Marie Pierre, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Scholz, Markus, Gijsberts, Crystel M., Glinge, Charlotte, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A., Kleber, Marcus, Kofink, Daniel, Kotti, Salma, Kuukasjärvi, Pekka, Lee, Vei Vei, Leiherer, Andreas, Lenzini, Petra A., Levin, Daniel, Lyytikäinen, Leo Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P., Nikus, Kjell, Pilbrow, Anna P., Ploski, Rafal, Sun, Yan V., Tanck, Michael W.T., Tang, W. H.Wilson, Trompet, Stella, van der Laan, Sander W., Van Setten, Jessica, Vilmundarson, Ragnar O., Viviani Anselmi, Chiara, Vlachopoulou, Efthymia, Al Ali, Lawien, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F., Carruthers, Kathryn F., Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Engstrøm, Thomas, Fitzpatrick, Natalie, Fox, Kim, Gigante, Bruna, James, Stefan, Lokki, Marja Liisa, Lotufo, Paulo A., Marziliano, Nicola, Mordi, Ify R., Muhlestein, Joseph B., Newton-Cheh, Christopher, Pitha, Jan, Saely, Christoph H., Samman-Tahhan, Ayman, Sandesara, Pratik B., Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A.M., Ford, Ian, Stott, David J., Algra, Ale, Andreassi, Maria G., Ardissino, Diego, Arsenault, Benoit J., Ballantyne, Christie M., Bergmeijer, Thomas O., Bezzina, Connie R., Body, Simon C., Boersma, Eric H., Bogaty, Peter, Bots, Michiel L., Brenner, Hermann, Brugts, Jasper J., Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M., Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Doughty, Robert N., Drexel, Heinz, Engert, James C., Fox, Keith A.A., Girelli, Domenico, Grobbee, Diederick E., Hagström, Emil, Hazen, Stanley L., Held, Claes, Hemingway, Harry, Hoefer, Imo E., Hovingh, G. Kees, Jabbari, Reza, Johnson, Julie A., Jukema, J. Wouter, Kaczor, Marcin P., Kähönen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H., Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O., Lehtimäki, Terho, Lindholm, Daniel, Mahmoodi, B. K., Maitland-van der Zee, Anke H., McPherson, Ruth, Melander, Olle, Metspalu, Andres, Niemcunowicz-Janica, Anna, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N., Pasterkamp, Gerard, Pepine, Carl J., Pereira, Alexandre C., Pilote, Louise, Quyyumi, Arshed A., Richards, A. Mark, Sanak, Marek, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Smith, J. Gustav, Spertus, John A., Stender, Steen, Stewart, Alexandre F.R., Szczeklik, Wojciech, Szpakowicz, Anna, Tardif, Jean Claude, Ten Berg, Jurriën M., Tfelt-Hansen, Jacob, Thanassoulis, George, Thiery, Joachim, Torp-Pedersen, Christian, van der Graaf, Yolanda, Visseren, Frank L.J., Waltenberger, Johannes, Weeke, Peter E., Van der Harst, Pim, Lang, Chim C., Sattar, Naveed, Cameron, Vicky A., Anderson, Jeffrey L., Brophy, James M., Pare, Guillaume, Horne, Benjamin D., März, Winfried, Wallentin, Lars, Samani, Nilesh J., Hingorani, Aroon D., and Asselbergs, Folkert W.

Published
2019

34. Subsequent Event Risk in Individuals with Established Coronary Heart Disease:Design and Rationale of the GENIUS-CHD Consortium

Author

Patel, Riyaz, Tragante, Vinicius, Schmidt, Amand F, McCubrey, Raymond O, Holmes, Michael V, Howe, Laurence J, Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S, Kaminski, Karol A, Muehlschlegel, Jochen D, Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina V, Behlouli, Hassan, Boeckx, Bram, Braund, Peter S, Breitling, Lutz P, Delgado, Graciela, Duarte, Nubia E, Dubé, Marie-Pierre, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Scholz, Markus, Gijsberts, Crystel M, Glinge, Charlotte, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A, Kleber, Marcus, Kofink, Daniel, Kotti, Salma, Kuukasjärvi, Pekka, Lee, Vei-Vei, Leiherer, Andreas, Lenzini, Petra A, Levin, Daniel, Lyytikäinen, Leo-Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P, Nikus, Kjell, Pilbrow, Anna P, Ploski, Rafal, Sun, Yan V, Tanck, Michael W T, Tang, W H Wilson, Trompet, Stella, van der Laan, Sander W, Van Setten, Jessica, Vilmundarson, Ragnar O, Viviani Anselmi, Chiara, Vlachopoulou, Efthymia, Al Ali, Lawien, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F, Carruthers, Kathryn F, Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Engström, Thomas, Fitzpatrick, Natalie, Fox, Kim, Gigante, Bruna, James, Stefan, Lokki, Marja-Liisa, Lotufo, Paulo A, Marziliano, Nicola, Mordi, Ify R, Muhlestein, Joseph B, Newton-Cheh, Christopher, Pitha, Jan, Saely, Christoph H, Samman-Tahhan, Ayman, Sandesara, Pratik B, Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A M, Ford, Ian, Stott, David J, Algra, Ale, Andreassi, Maria G, Ardissino, Diego, Arsenault, Benoit J, Ballantyne, Christie M, Bergmeijer, Thomas O, Bezzina, Connie R, Body, Simon C, Boersma, Eric H, Bogaty, Peter, Bots, Michiel, Brenner, Hermann, Brugts, Jasper J, Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M, Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Doughty, Robert N, Drexel, Heinz, Engert, James C, Fox, Keith A A, Girelli, Domenico, Grobbee, Diederick E, Hagström, Emil, Hazen, Stanley L, Held, Claes, Hemingway, Harry, Hoefer, Imo E, Hovingh, G Kees, Jabbari, Reza, Johnson, Julie A, Jukema, J Wouter, Kaczor, Marcin P, Kähönen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H, Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O, Lehtimäki, Terho, Lindholm, Daniel, Mahmoodi, B K, Maitland-van der Zee, Anke H, McPherson, Ruth, Melander, Olle, Metspalu, Andres, Niemcunowicz-Janica, Anna, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N, Pasterkamp, Gerard, Pepine, Carl J, Pereira, Alexandre C, Pilote, Louise, Quyyumi, Arshed A, Richards, A Mark, Sanak, Marek, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Smith, J Gustav, Spertus, John A, Stender, Steen, Stewart, Alexandre F R, Szczeklik, Wojciech, Szpakowicz, Anna, Tardif, Jean-Claude, Ten Berg, Jurriën M, Tfelt-Hansen, Jacob, Thanassoulis, George, Thiery, Joachim, Torp-Pedersen, Christian, van der Graaf, Yolanda, Visseren, Frank L J, Waltenberger, Johannes, Weeke, Peter E, Van der Harst, Pim, Lang, Chim C, Sattar, Naveed, Cameron, Vicky A, Anderson, Jeffrey L, Brophy, James M, Paré, Guillaume, Horne, Benjamin D, März, Winfried, Wallentin, Lars, Samani, Nilesh J, Hingorani, Aroon D, Asselbergs, Folkert W, Patel, Riyaz, Tragante, Vinicius, Schmidt, Amand F, McCubrey, Raymond O, Holmes, Michael V, Howe, Laurence J, Direk, Kenan, Åkerblom, Axel, Leander, Karin, Virani, Salim S, Kaminski, Karol A, Muehlschlegel, Jochen D, Allayee, Hooman, Almgren, Peter, Alver, Maris, Baranova, Ekaterina V, Behlouli, Hassan, Boeckx, Bram, Braund, Peter S, Breitling, Lutz P, Delgado, Graciela, Duarte, Nubia E, Dubé, Marie-Pierre, Dufresne, Line, Eriksson, Niclas, Foco, Luisa, Scholz, Markus, Gijsberts, Crystel M, Glinge, Charlotte, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Hubacek, Jaroslav A, Kleber, Marcus, Kofink, Daniel, Kotti, Salma, Kuukasjärvi, Pekka, Lee, Vei-Vei, Leiherer, Andreas, Lenzini, Petra A, Levin, Daniel, Lyytikäinen, Leo-Pekka, Martinelli, Nicola, Mons, Ute, Nelson, Christopher P, Nikus, Kjell, Pilbrow, Anna P, Ploski, Rafal, Sun, Yan V, Tanck, Michael W T, Tang, W H Wilson, Trompet, Stella, van der Laan, Sander W, Van Setten, Jessica, Vilmundarson, Ragnar O, Viviani Anselmi, Chiara, Vlachopoulou, Efthymia, Al Ali, Lawien, Boerwinkle, Eric, Briguori, Carlo, Carlquist, John F, Carruthers, Kathryn F, Casu, Gavino, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, Engström, Thomas, Fitzpatrick, Natalie, Fox, Kim, Gigante, Bruna, James, Stefan, Lokki, Marja-Liisa, Lotufo, Paulo A, Marziliano, Nicola, Mordi, Ify R, Muhlestein, Joseph B, Newton-Cheh, Christopher, Pitha, Jan, Saely, Christoph H, Samman-Tahhan, Ayman, Sandesara, Pratik B, Teren, Andrej, Timmis, Adam, Van de Werf, Frans, Wauters, Els, Wilde, Arthur A M, Ford, Ian, Stott, David J, Algra, Ale, Andreassi, Maria G, Ardissino, Diego, Arsenault, Benoit J, Ballantyne, Christie M, Bergmeijer, Thomas O, Bezzina, Connie R, Body, Simon C, Boersma, Eric H, Bogaty, Peter, Bots, Michiel, Brenner, Hermann, Brugts, Jasper J, Burkhardt, Ralph, Carpeggiani, Clara, Condorelli, Gianluigi, Cooper-DeHoff, Rhonda M, Cresci, Sharon, Danchin, Nicolas, de Faire, Ulf, Doughty, Robert N, Drexel, Heinz, Engert, James C, Fox, Keith A A, Girelli, Domenico, Grobbee, Diederick E, Hagström, Emil, Hazen, Stanley L, Held, Claes, Hemingway, Harry, Hoefer, Imo E, Hovingh, G Kees, Jabbari, Reza, Johnson, Julie A, Jukema, J Wouter, Kaczor, Marcin P, Kähönen, Mika, Kettner, Jiri, Kiliszek, Marek, Klungel, Olaf H, Lagerqvist, Bo, Lambrechts, Diether, Laurikka, Jari O, Lehtimäki, Terho, Lindholm, Daniel, Mahmoodi, B K, Maitland-van der Zee, Anke H, McPherson, Ruth, Melander, Olle, Metspalu, Andres, Niemcunowicz-Janica, Anna, Olivieri, Oliviero, Opolski, Grzegorz, Palmer, Colin N, Pasterkamp, Gerard, Pepine, Carl J, Pereira, Alexandre C, Pilote, Louise, Quyyumi, Arshed A, Richards, A Mark, Sanak, Marek, Siegbahn, Agneta, Simon, Tabassome, Sinisalo, Juha, Smith, J Gustav, Spertus, John A, Stender, Steen, Stewart, Alexandre F R, Szczeklik, Wojciech, Szpakowicz, Anna, Tardif, Jean-Claude, Ten Berg, Jurriën M, Tfelt-Hansen, Jacob, Thanassoulis, George, Thiery, Joachim, Torp-Pedersen, Christian, van der Graaf, Yolanda, Visseren, Frank L J, Waltenberger, Johannes, Weeke, Peter E, Van der Harst, Pim, Lang, Chim C, Sattar, Naveed, Cameron, Vicky A, Anderson, Jeffrey L, Brophy, James M, Paré, Guillaume, Horne, Benjamin D, März, Winfried, Wallentin, Lars, Samani, Nilesh J, Hingorani, Aroon D, and Asselbergs, Folkert W

Abstract

BACKGROUND: The "GENetIcs of sUbSequent Coronary Heart Disease" (GENIUS-CHD) consortium was established to facilitate discovery and validation of genetic variants and biomarkers for risk of subsequent CHD events, in individuals with established CHD.METHODS: The consortium currently includes 57 studies from 18 countries, recruiting 185,614 participants with either acute coronary syndrome, stable CHD or a mixture of both at baseline. All studies collected biological samples and followed-up study participants prospectively for subsequent events.RESULTS: Enrollment into the individual studies took place between 1985 to present day with duration of follow up ranging from 9 months to 15 years. Within each study, participants with CHD are predominantly of self-reported European descent (38%-100%), mostly male (44%-91%) with mean ages at recruitment ranging from 40 to 75 years. Initial feasibility analyses, using a federated analysis approach, yielded expected associations between age (HR 1.15 95% CI 1.14-1.16) per 5-year increase, male sex (HR 1.17, 95% CI 1.13-1.21) and smoking (HR 1.43, 95% CI 1.35-1.51) with risk of subsequent CHD death or myocardial infarction, and differing associations with other individual and composite cardiovascular endpoints.CONCLUSIONS: GENIUS-CHD is a global collaboration seeking to elucidate genetic and non-genetic determinants of subsequent event risk in individuals with established CHD, in order to improve residual risk prediction and identify novel drug targets for secondary prevention. Initial analyses demonstrate the feasibility and reliability of a federated analysis approach. The consortium now plans to initiate and test novel hypotheses as well as supporting replication and validation analyses for other investigators.

Published
2019

35. Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning

Author

Orlenko, Alena, primary, Kofink, Daniel, additional, Lyytikäinen, Leo-Pekka, additional, Nikus, Kjell, additional, Mishra, Pashupati, additional, Kuukasjärvi, Pekka, additional, Karhunen, Pekka J, additional, Kähönen, Mika, additional, Laurikka, Jari O, additional, Lehtimäki, Terho, additional, Asselbergs, Folkert W, additional, and Moore, Jason H, additional

Published
2019
Full Text
View/download PDF

36. Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning.

Author

Orlenko, Alena, Kofink, Daniel, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Mishra, Pashupati, Kuukasjärvi, Pekka, Karhunen, Pekka J, Kähönen, Mika, Laurikka, Jari O, Lehtimäki, Terho, Asselbergs, Folkert W, and Moore, Jason H

Subjects
INTERNET servers, CORONARY disease, MACHINE learning
Abstract

Motivation Selecting the optimal machine learning (ML) model for a given dataset is often challenging. Automated ML (AutoML) has emerged as a powerful tool for enabling the automatic selection of ML methods and parameter settings for the prediction of biomedical endpoints. Here, we apply the tree-based pipeline optimization tool (TPOT) to predict angiographic diagnoses of coronary artery disease (CAD). With TPOT, ML models are represented as expression trees and optimal pipelines discovered using a stochastic search method called genetic programing. We provide some guidelines for TPOT-based ML pipeline selection and optimization-based on various clinical phenotypes and high-throughput metabolic profiles in the Angiography and Genes Study (ANGES). Results We analyzed nuclear magnetic resonance-derived lipoprotein and metabolite profiles in the ANGES cohort with a goal to identify the role of non-obstructive CAD patients in CAD diagnostics. We performed a comparative analysis of TPOT-generated ML pipelines with selected ML classifiers, optimized with a grid search approach, applied to two phenotypic CAD profiles. As a result, TPOT-generated ML pipelines that outperformed grid search optimized models across multiple performance metrics including balanced accuracy and area under the precision-recall curve. With the selected models, we demonstrated that the phenotypic profile that distinguishes non-obstructive CAD patients from no CAD patients is associated with higher precision, suggesting a discrepancy in the underlying processes between these phenotypes. Availability and implementation TPOT is freely available via http://epistasislab.github.io/tpot/. Supplementary information Supplementary data are available at Bioinformatics online. [ABSTRACT FROM AUTHOR]

Published
2020
Full Text
View/download PDF

39. Effects of a novel pneumatic vest on postoperative pain and lung function after coronary artery bypass grafting.

Author

Laurikka, Jari O., Toivio, Ilkka, Tarkka, Matti R., Laurikka, J O, Toivio, I, and Tarkka, M R

Subjects
*SURGICAL complications, *CORONARY artery bypass, *COUGH, *PHYSICAL therapy equipment, *POSTOPERATIVE pain treatment, *COMPRESSION stockings, *COMPARATIVE studies, *RESEARCH methodology, *MEDICAL cooperation, *RESEARCH, *PRODUCT design, *EVALUATION research, *PAIN measurement, *LUNG volume measurements, STERNUM surgery, RESPIRATORY insufficiency treatment
Abstract

A prospective study to evaluate the efficacy of a novel inflatable vest in supporting the sternotomy wound during the early period after coronary artery bypass grafting was carried out in 35 patients. The outcome variables were subjective pain score during cough, and peak expiratory flow (PEF) and vital capacity (VC) on postoperative days 2 and 3. The values without pressure in the vest were used as controls in the individual patients. Use of the vest significantly reduced the cough-associated subjective sternotomy pain score on days 2 and 3, when significant reduction of PEF and VC was also observed. The alleviation of pain by the inflatable vest may improve the efficacy of coughing and bronchial clearance in the immediate postoperative period. [ABSTRACT FROM AUTHOR]

Published
1998
Full Text
View/download PDF

40. Association of Chromosome 9p21 With Subsequent Coronary Heart Disease Events.

Author

Patel RS, Schmidt AF, Tragante V, McCubrey RO, Holmes MV, Howe LJ, Direk K, Åkerblom A, Leander K, Virani SS, Kaminski KA, Muehlschlegel JD, Dubé MP, Allayee H, Almgren P, Alver M, Baranova EV, Behlouli H, Boeckx B, Braund PS, Breitling LP, Delgado G, Duarte NE, Dufresne L, Eriksson N, Foco L, Gijsberts CM, Gong Y, Hartiala J, Heydarpour M, Hubacek JA, Kleber M, Kofink D, Kuukasjärvi P, Lee VV, Leiherer A, Lenzini PA, Levin D, Lyytikäinen LP, Martinelli N, Mons U, Nelson CP, Nikus K, Pilbrow AP, Ploski R, Sun YV, Tanck MWT, Tang WHW, Trompet S, van der Laan SW, van Setten J, Vilmundarson RO, Viviani Anselmi C, Vlachopoulou E, Boerwinkle E, Briguori C, Carlquist JF, Carruthers KF, Casu G, Deanfield J, Deloukas P, Dudbridge F, Fitzpatrick N, Gigante B, James S, Lokki ML, Lotufo PA, Marziliano N, Mordi IR, Muhlestein JB, Newton Cheh C, Pitha J, Saely CH, Samman-Tahhan A, Sandesara PB, Teren A, Timmis A, Van de Werf F, Wauters E, Wilde AAM, Ford I, Stott DJ, Algra A, Andreassi MG, Ardissino D, Arsenault BJ, Ballantyne CM, Bergmeijer TO, Bezzina CR, Body SC, Bogaty P, de Borst GJ, Brenner H, Burkhardt R, Carpeggiani C, Condorelli G, Cooper-DeHoff RM, Cresci S, de Faire U, Doughty RN, Drexel H, Engert JC, Fox KAA, Girelli D, Hagström E, Hazen SL, Held C, Hemingway H, Hoefer IE, Hovingh GK, Johnson JA, de Jong PA, Jukema JW, Kaczor MP, Kähönen M, Kettner J, Kiliszek M, Klungel OH, Lagerqvist B, Lambrechts D, Laurikka JO, Lehtimäki T, Lindholm D, Mahmoodi BK, Maitland-van der Zee AH, McPherson R, Melander O, Metspalu A, Pepinski W, Olivieri O, Opolski G, Palmer CN, Pasterkamp G, Pepine CJ, Pereira AC, Pilote L, Quyyumi AA, Richards AM, Sanak M, Scholz M, Siegbahn A, Sinisalo J, Smith JG, Spertus JA, Stewart AFR, Szczeklik W, Szpakowicz A, Ten Berg JM, Thanassoulis G, Thiery J, van der Graaf Y, Visseren FLJ, Waltenberger J, Van der Harst P, Tardif JC, Sattar N, Lang CC, Pare G, Brophy JM, Anderson JL, März W, Wallentin L, Cameron VA, Horne BD, Samani NJ, Hingorani AD, and Asselbergs FW

Subjects
Case-Control Studies, Coronary Artery Disease genetics, Female, Gene Frequency, Genetic Predisposition to Disease, Humans, Male, Middle Aged, Myocardial Infarction genetics, Myocardial Infarction pathology, Odds Ratio, Risk Factors, Chromosomes, Human, Pair 9, Coronary Artery Disease pathology
Abstract

Background: Genetic variation at chromosome 9p21 is a recognized risk factor for coronary heart disease (CHD). However, its effect on disease progression and subsequent events is unclear, raising questions about its value for stratification of residual risk., Methods: A variant at chromosome 9p21 (rs1333049) was tested for association with subsequent events during follow-up in 103 357 Europeans with established CHD at baseline from the GENIUS-CHD (Genetics of Subsequent Coronary Heart Disease) Consortium (73.1% male, mean age 62.9 years). The primary outcome, subsequent CHD death or myocardial infarction (CHD death/myocardial infarction), occurred in 13 040 of the 93 115 participants with available outcome data. Effect estimates were compared with case/control risk obtained from the CARDIoGRAMplusC4D consortium (Coronary Artery Disease Genome-wide Replication and Meta-analysis [CARDIoGRAM] plus The Coronary Artery Disease [C4D] Genetics) including 47 222 CHD cases and 122 264 controls free of CHD., Results: Meta-analyses revealed no significant association between chromosome 9p21 and the primary outcome of CHD death/myocardial infarction among those with established CHD at baseline (GENIUS-CHD odds ratio, 1.02; 95% CI, 0.99-1.05). This contrasted with a strong association in CARDIoGRAMPlusC4D odds ratio 1.20; 95% CI, 1.18-1.22; P for interaction <0.001 compared with the GENIUS-CHD estimate. Similarly, no clear associations were identified for additional subsequent outcomes, including all-cause death, although we found a modest positive association between chromosome 9p21 and subsequent revascularization (odds ratio, 1.07; 95% CI, 1.04-1.09)., Conclusions: In contrast to studies comparing individuals with CHD to disease-free controls, we found no clear association between genetic variation at chromosome 9p21 and risk of subsequent acute CHD events when all individuals had CHD at baseline. However, the association with subsequent revascularization may support the postulated mechanism of chromosome 9p21 for promoting atheroma development.

Published
2019
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results