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

Author

van de Vegte, Yordi J., Eppinga, Ruben N., van der Ende, M. Yldau, Hagemeijer, Yanick P., Mahendran, Yuvaraj, Salfati, Elias, Smith, Albert V., Tan, Vanessa Y., Arking, Dan E., Ntalla, Ioanna, Appel, Emil V., Schurmann, Claudia, Brody, Jennifer A., Rueedi, Rico, Polasek, Ozren, Sveinbjornsson, Gardar, Lecoeur, Cecile, Ladenvall, Claes, Zhao, Jing Hua, Isaacs, Aaron, Wang, Lihua, Luan, Jian’an, Hwang, Shih-Jen, Mononen, Nina, Auro, Kirsi, Jackson, Anne U., Bielak, Lawrence F., Zeng, Linyao, Shah, Nabi, Nethander, Maria, Campbell, Archie, Rankinen, Tuomo, Pechlivanis, Sonali, Qi, Lu, Zhao, Wei, Rizzi, Federica, Tanaka, Toshiko, Robino, Antonietta, Cocca, Massimiliano, Lange, Leslie, Müller-Nurasyid, Martina, Roselli, Carolina, Zhang, Weihua, Kleber, Marcus E., Guo, Xiuqing, Lin, Henry J., Pavani, Francesca, Galesloot, Tessel E., Noordam, Raymond, Milaneschi, Yuri, Schraut, Katharina E., den Hoed, Marcel, Degenhardt, Frauke, Trompet, Stella, van den Berg, Marten E., Pistis, Giorgio, Tham, Yih-Chung, Weiss, Stefan, Sim, Xueling S., Li, Hengtong L., van der Most, Peter J., Nolte, Ilja M., Lyytikäinen, Leo-Pekka, Said, M. Abdullah, Witte, Daniel R., Iribarren, Carlos, Launer, Lenore, Ring, Susan M., de Vries, Paul S., Sever, Peter, Linneberg, Allan, Bottinger, Erwin P., Padmanabhan, Sandosh, Psaty, Bruce M., Sotoodehnia, Nona, Kolcic, Ivana, Arnar, David O., Gudbjartsson, Daniel F., Holm, Hilma, Balkau, Beverley, Silva, Claudia T., Newton-Cheh, Christopher H., Nikus, Kjell, Salo, Perttu, Mohlke, Karen L., Peyser, Patricia A., Schunkert, Heribert, Lorentzon, Mattias, Lahti, Jari, Rao, Dabeeru C., Cornelis, Marilyn C., Faul, Jessica D., Smith, Jennifer A., Stolarz-Skrzypek, Katarzyna, Bandinelli, Stefania, Concas, Maria Pina, Sinagra, Gianfranco, Meitinger, Thomas, Waldenberger, Melanie, Sinner, Moritz F., Strauch, Konstantin, Delgado, Graciela E., Taylor, Kent D., Yao, Jie, Foco, Luisa, Melander, Olle, de Graaf, Jacqueline, de Mutsert, Renée, de Geus, Eco J. C., Johansson, Åsa, Joshi, Peter K., Lind, Lars, Franke, Andre, Macfarlane, Peter W., Tarasov, Kirill V., Tan, Nicholas, Felix, Stephan B., Tai, E-Shyong, Quek, Debra Q., Snieder, Harold, Ormel, Johan, Ingelsson, Martin, Lindgren, Cecilia, Morris, Andrew P., Raitakari, Olli T., Hansen, Torben, Assimes, Themistocles, Gudnason, Vilmundur, Timpson, Nicholas J., Morrison, Alanna C., Munroe, Patricia B., Strachan, David P., Grarup, Niels, Loos, Ruth J. F., Heckbert, Susan R., Vollenweider, Peter, Hayward, Caroline, Stefansson, Kari, Froguel, Philippe, Groop, Leif, Wareham, Nicholas J., van Duijn, Cornelia M., Feitosa, Mary F., O’Donnell, Christopher J., Kähönen, Mika, Perola, Markus, Boehnke, Michael, Kardia, Sharon L. R., Erdmann, Jeanette, Palmer, Colin N. A., Ohlsson, Claes, Porteous, David J., Eriksson, Johan G., Bouchard, Claude, Moebus, Susanne, Kraft, Peter, Weir, David R., Cusi, Daniele, Ferrucci, Luigi, Ulivi, Sheila, Girotto, Giorgia, Correa, Adolfo, Kääb, Stefan, Peters, Annette, Chambers, John C., Kooner, Jaspal S., März, Winfried, Rotter, Jerome I., Hicks, Andrew A., Smith, J. Gustav, Kiemeney, Lambertus A. L. M., Mook-Kanamori, Dennis O., Penninx, Brenda W. J. H., Gyllensten, Ulf, Wilson, James F., Burgess, Stephen, Sundström, Johan, Lieb, Wolfgang, Jukema, J. Wouter, Eijgelsheim, Mark, Lakatta, Edward L. M., Cheng, Ching-Yu, Dörr, Marcus, Wong, Tien-Yin, Sabanayagam, Charumathi, Oldehinkel, Albertine J., Riese, Harriette, Lehtimäki, Terho, Verweij, Niek, and van der Harst, Pim

Published
2023
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5. Multiancestry Genome-Wide Association Study of Lipid Levels Incorporating Gene-Alcohol Interactions

Author

de Vries, Paul S, Brown, Michael R, Bentley, Amy R, Sung, Yun J, Winkler, Thomas W, Ntalla, Ioanna, Schwander, Karen, Kraja, Aldi T, Guo, Xiuqing, Franceschini, Nora, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Huffman, Jennifer E, Musani, Solomon K, Li, Changwei, Feitosa, Mary F, Richard, Melissa A, Noordam, Raymond, Aschard, Hugues, Bartz, Traci M, Bielak, Lawrence F, Deng, Xuan, Dorajoo, Rajkumar, Lohman, Kurt K, Manning, Alisa K, Rankinen, Tuomo, Smith, Albert V, Tajuddin, Salman M, Evangelou, Evangelos, Graff, Mariaelisa, Alver, Maris, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Gandin, Ilaria, Gao, Chuan, Goel, Anuj, Hagemeijer, Yanick, Harris, Sarah E, Hartwig, Fernando P, He, Meian, Horimoto, Andrea RVR, Hsu, Fang-Chi, Jackson, Anne U, Kasturiratne, Anuradhani, Komulainen, Pirjo, Kühnel, Brigitte, Laguzzi, Federica, Lee, Joseph H, Luan, Jian'an, Lyytikäinen, Leo-Pekka, Matoba, Nana, Nolte, Ilja M, Pietzner, Maik, Riaz, Muhammad, Said, M Abdullah, Scott, Robert A, Sofer, Tamar, Stančáková, Alena, Takeuchi, Fumihiko, Tayo, Bamidele O, van der Most, Peter J, Varga, Tibor V, Wang, Yajuan, Ware, Erin B, Wen, Wanqing, Yanek, Lisa R, Zhang, Weihua, Zhao, Jing Hua, Afaq, Saima, Amin, Najaf, Amini, Marzyeh, Arking, Dan E, Aung, Tin, Ballantyne, Christie, Boerwinkle, Eric, Broeckel, Ulrich, Campbell, Archie, Canouil, Mickaël, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Connell, John M, de Faire, Ulf, de las Fuentes, Lisa, de Mutsert, Renée, de Silva, H Janaka, Ding, Jingzhong, Dominiczak, Anna F, Duan, Qing, Eaton, Charles B, Eppinga, Ruben N, Faul, Jessica D, Fisher, Virginia, Forrester, Terrence, Franco, Oscar H, Friedlander, Yechiel, Ghanbari, Mohsen, and Giulianini, Franco

Subjects
Epidemiology, Health Sciences, Substance Misuse, Alcoholism, Alcohol Use and Health, Human Genome, Prevention, Genetics, Aetiology, 2.1 Biological and endogenous factors, Cardiovascular, Adolescent, Adult, Aged, Alcohol Drinking, Cholesterol, HDL, Cholesterol, LDL, Female, Genome-Wide Association Study, Genotype, Humans, Life Style, Lipids, Male, Middle Aged, Phenotype, Racial Groups, Triglycerides, Vascular Endothelial Growth Factor B, Young Adult, alcohol consumption, cholesterol, gene-environment interactions, gene-lifestyle interactions, genome-wide association studies, lipids, triglycerides, InterAct Consortium, Lifelines Cohort, Groningen, The Netherlands, Mathematical Sciences, Medical and Health Sciences
Abstract

A person's lipid profile is influenced by genetic variants and alcohol consumption, but the contribution of interactions between these exposures has not been studied. We therefore incorporated gene-alcohol interactions into a multiancestry genome-wide association study of levels of high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglycerides. We included 45 studies in stage 1 (genome-wide discovery) and 66 studies in stage 2 (focused follow-up), for a total of 394,584 individuals from 5 ancestry groups. Analyses covered the period July 2014-November 2017. Genetic main effects and interaction effects were jointly assessed by means of a 2-degrees-of-freedom (df) test, and a 1-df test was used to assess the interaction effects alone. Variants at 495 loci were at least suggestively associated (P < 1 × 10-6) with lipid levels in stage 1 and were evaluated in stage 2, followed by combined analyses of stage 1 and stage 2. In the combined analysis of stages 1 and 2, a total of 147 independent loci were associated with lipid levels at P < 5 × 10-8 using 2-df tests, of which 18 were novel. No genome-wide-significant associations were found testing the interaction effect alone. The novel loci included several genes (proprotein convertase subtilisin/kexin type 5 (PCSK5), vascular endothelial growth factor B (VEGFB), and apolipoprotein B mRNA editing enzyme, catalytic polypeptide 1 (APOBEC1) complementation factor (A1CF)) that have a putative role in lipid metabolism on the basis of existing evidence from cellular and experimental models.

Published
2019

6. Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries.

Author

Feitosa, Mary F, Kraja, Aldi T, Chasman, Daniel I, Sung, Yun J, Winkler, Thomas W, Ntalla, Ioanna, Guo, Xiuqing, Franceschini, Nora, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Marten, Jonathan, Musani, Solomon K, Li, Changwei, Bentley, Amy R, Brown, Michael R, Schwander, Karen, Richard, Melissa A, Noordam, Raymond, Aschard, Hugues, Bartz, Traci M, Bielak, Lawrence F, Dorajoo, Rajkumar, Fisher, Virginia, Hartwig, Fernando P, Horimoto, Andrea RVR, Lohman, Kurt K, Manning, Alisa K, Rankinen, Tuomo, Smith, Albert V, Tajuddin, Salman M, Wojczynski, Mary K, Alver, Maris, Boissel, Mathilde, Cai, Qiuyin, Campbell, Archie, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Gao, Chuan, Goel, Anuj, Hagemeijer, Yanick, Harris, Sarah E, He, Meian, Hsu, Fang-Chi, Jackson, Anne U, Kähönen, Mika, Kasturiratne, Anuradhani, Komulainen, Pirjo, Kühnel, Brigitte, Laguzzi, Federica, Luan, Jian'an, Matoba, Nana, Nolte, Ilja M, Padmanabhan, Sandosh, Riaz, Muhammad, Rueedi, Rico, Robino, Antonietta, Said, M Abdullah, Scott, Robert A, Sofer, Tamar, Stančáková, Alena, Takeuchi, Fumihiko, Tayo, Bamidele O, van der Most, Peter J, Varga, Tibor V, Vitart, Veronique, Wang, Yajuan, Ware, Erin B, Warren, Helen R, Weiss, Stefan, Wen, Wanqing, Yanek, Lisa R, Zhang, Weihua, Zhao, Jing Hua, Afaq, Saima, Amin, Najaf, Amini, Marzyeh, Arking, Dan E, Aung, Tin, Boerwinkle, Eric, Borecki, Ingrid, Broeckel, Ulrich, Brown, Morris, Brumat, Marco, Burke, Gregory L, Canouil, Mickaël, Chakravarti, Aravinda, Charumathi, Sabanayagam, Ida Chen, Yii-Der, Connell, John M, Correa, Adolfo, de Las Fuentes, Lisa, de Mutsert, Renée, de Silva, H Janaka, Deng, Xuan, Ding, Jingzhong, Duan, Qing, Eaton, Charles B, and Ehret, Georg

Subjects
InterAct Consortium, Humans, Hypertension, Genetic Predisposition to Disease, Cohort Studies, Pedigree, Alcohol Drinking, Blood Pressure, Polymorphism, Single Nucleotide, Adolescent, Adult, Aged, Aged, 80 and over, Middle Aged, Continental Population Groups, Female, Male, Genome-Wide Association Study, Young Adult, Gene-Environment Interaction, General Science & Technology
Abstract

Heavy alcohol consumption is an established risk factor for hypertension; the mechanism by which alcohol consumption impact blood pressure (BP) regulation remains unknown. We hypothesized that a genome-wide association study accounting for gene-alcohol consumption interaction for BP might identify additional BP loci and contribute to the understanding of alcohol-related BP regulation. We conducted a large two-stage investigation incorporating joint testing of main genetic effects and single nucleotide variant (SNV)-alcohol consumption interactions. In Stage 1, genome-wide discovery meta-analyses in ≈131K individuals across several ancestry groups yielded 3,514 SNVs (245 loci) with suggestive evidence of association (P < 1.0 x 10-5). In Stage 2, these SNVs were tested for independent external replication in ≈440K individuals across multiple ancestries. We identified and replicated (at Bonferroni correction threshold) five novel BP loci (380 SNVs in 21 genes) and 49 previously reported BP loci (2,159 SNVs in 109 genes) in European ancestry, and in multi-ancestry meta-analyses (P < 5.0 x 10-8). For African ancestry samples, we detected 18 potentially novel BP loci (P < 5.0 x 10-8) in Stage 1 that warrant further replication. Additionally, correlated meta-analysis identified eight novel BP loci (11 genes). Several genes in these loci (e.g., PINX1, GATA4, BLK, FTO and GABBR2) have been previously reported to be associated with alcohol consumption. These findings provide insights into the role of alcohol consumption in the genetic architecture of hypertension.

Published
2018

7. Variants in the GPR146 Gene Are Associated With a Favorable Cardiometabolic Risk Profile

Author

Rimbert, Antoine, Yeung, Ming W., Dalila, Nawar, Thio, Chris H.L., Yu, Haojie, Loaiza, Natalia, Oldoni, Federico, van der Graaf, Adriaan, Wang, Siqi, Said, M. Abdullah, Blauw, Lisanne L., Girardeau, Aurore, Bray, Lise, Caillaud, Amandine, Bloks, Vincent W., Marrec, Marie, Mouli, Philippe, Rensen, Patrick C.N., van de Sluis, Bart, Snieder, Harold, Di Filippo, Mathilde, van der Harst, Pim, Tybjaerg-Hansen, Anne, Zimmerman, Philippe, Cariou, Bertrand, and Kuivenhoven, Jan

Published
2022
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11. Effects of Calcium, Magnesium, and Potassium Concentrations on Ventricular Repolarization in Unselected Individuals

Author

Noordam, Raymond, Young, William J., Salman, Reem, Kanters, Jørgen K., van den Berg, Marten E., van Heemst, Diana, Lin, Henry J., Barreto, Sandhi Maria, Biggs, Mary L., Biino, Ginevra, Catamo, Eulalia, Concas, Maria Pina, Ding, Jun, Evans, Daniel S., Foco, Luisa, Grarup, Niels, Lyytikäinen, Leo-Pekka, Mangino, Massimo, Mei, Hao, van der Most, Peter J., Müller-Nurasyid, Martina, Nelson, Christopher P., Qian, Yong, Repetto, Linda, Said, M. Abdullah, Shah, Nabi, Schramm, Katharina, Vidigal, Pedro G., Weiss, Stefan, Yao, Jie, Zilhao, Nuno R., Brody, Jennifer A., Braund, Peter S., Brumat, Marco, Campana, Eric, Christofidou, Paraskevi, Caulfield, Mark J., De Grandi, Alessandro, Dominiczak, Anna F., Doney, Alex S.F., Eiriksdottir, Gudny, Ellervik, Christina, Giatti, Luana, Gögele, Martin, Graff, Claus, Guo, Xiuqing, van der Harst, Pim, Joshi, Peter K., Kähönen, Mika, Kestenbaum, Bryan, Lima-Costa, Maria F., Linneberg, Allan, Maan, Arie C., Meitinger, Thomas, Padmanabhan, Sandosh, Pattaro, Cristian, Peters, Annette, Petersmann, Astrid, Sever, Peter, Sinner, Mortiz F., Shen, Xia, Stanton, Alice, Strauch, Konstantin, Soliman, Elsayed Z., Tarasov, Kirill V., Taylor, Kent D., Thio, Chris H.L., Uitterlinden, André G., Vaccargiu, Simona, Waldenberger, Melanie, Robino, Antonietta, Correa, Adolfo, Cucca, Francesco, Cummings, Steven R., Dörr, Marcus, Girotto, Giorgia, Gudnason, Vilmundur, Hansen, Torben, Heckbert, Susan R., Juhl, Christian R., Kääb, Stefan, Lehtimäki, Terho, Liu, Yongmei, Lotufo, Paulo A., Palmer, Colin N.A., Pirastu, Mario, Pramstaller, Peter P., Ribeiro, Antonio Luiz P., Rotter, Jerome I., Samani, Nilesh J., Snieder, Harold, Spector, Tim D., Stricker, Bruno H., Verweij, Niek, Wilson, James F., Wilson, James G., Jukema, J. Wouter, Tinker, Andrew, Newton-Cheh, Christopher H., Sotoodehnia, Nona, Mook-Kanamori, Dennis O., Munroe, Patricia B., and Warren, Helen R.

Published
2019
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13. PCSK9 genetic variants and risk of type 2 diabetes: a mendelian randomisation study

Author

Schmidt, Amand F, Swerdlow, Daniel I, Holmes, Michael V, Patel, Riyaz S, Fairhurst-Hunter, Zammy, Lyall, Donald M, Hartwig, Fernando Pires, Horta, Bernardo Lessa, Hyppönen, Elina, Power, Christine, Moldovan, Max, van Iperen, Erik, Hovingh, G Kees, Demuth, Ilja, Norman, Kristina, Steinhagen-Thiessen, Elisabeth, Demuth, Juri, Bertram, Lars, Liu, Tian, Coassin, Stefan, Willeit, Johann, Kiechl, Stefan, Willeit, Karin, Mason, Dan, Wright, John, Morris, Richard, Wanamethee, Goya, Whincup, Peter, Ben-Shlomo, Yoav, McLachlan, Stela, Price, Jackie F, Kivimaki, Mika, Welch, Catherine, Sanchez-Galvez, Adelaida, Marques-Vidal, Pedro, Nicolaides, Andrew, Panayiotou, Andrie G, Onland-Moret, N Charlotte, van der Schouw, Yvonne T, Matullo, Giuseppe, Fiorito, Giovanni, Guarrera, Simonetta, Sacerdote, Carlotta, Wareham, Nicholas J, Langenberg, Claudia, Scott, Robert, Luan, Jian'an, Bobak, Martin, Malyutina, Sofia, Pająk, Andrzej, Kubinova, Ruzena, Tamosiunas, Abdonas, Pikhart, Hynek, Husemoen, Lise Lotte Nystrup, Grarup, Niels, Pedersen, Oluf, Hansen, Torben, Linneberg, Allan, Simonsen, Kenneth Starup, Cooper, Jackie, Humphries, Steve E, Brilliant, Murray, Kitchner, Terrie, Hakonarson, Hakon, Carrell, David S, McCarty, Catherine A, Kirchner, H Lester, Larson, Eric B, Crosslin, David R, de Andrade, Mariza, Roden, Dan M, Denny, Joshua C, Carty, Cara, Hancock, Stephen, Attia, John, Holliday, Elizabeth, O'Donnell, Martin, Yusuf, Salim, Chong, Michael, Pare, Guillaume, van der Harst, Pim, Said, M Abdullah, Eppinga, Ruben N, Verweij, Niek, Snieder, Harold, Christen, Tim, Mook-Kanamori, Dennis O, Gustafsson, Stefan, Lind, Lars, Ingelsson, Erik, Pazoki, Raha, Franco, Oscar, Hofman, Albert, Uitterlinden, Andre, Dehghan, Abbas, Teumer, Alexander, Baumeister, Sebastian, Dörr, Marcus, Lerch, Markus M, Völker, Uwe, Völzke, Henry, Ward, Joey, Pell, Jill P, Smith, Daniel J, Meade, Tom, Maitland-van der Zee, Anke H, Baranova, Ekaterina V, Young, Robin, Ford, Ian, Campbell, Archie, Padmanabhan, Sandosh, Bots, Michiel L, Grobbee, Diederick E, Froguel, Philippe, Thuillier, Dorothée, Balkau, Beverley, Bonnefond, Amélie, Cariou, Bertrand, Smart, Melissa, Bao, Yanchun, Kumari, Meena, Mahajan, Anubha, Ridker, Paul M, Chasman, Daniel I, Reiner, Alex P, Lange, Leslie A, Ritchie, Marylyn D, Asselbergs, Folkert W, Casas, Juan-Pablo, Keating, Brendan J, Preiss, David, Hingorani, Aroon D, and Sattar, Naveed

Published
2017
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16. Genetic insights into resting heart rate and its role in cardiovascular disease

Author

van de Vegte, Yordi, Eppinga, Ruben P., van der Ende, M. Yldau, Hagemeijer, Yanick, Mahendran, Yuvaraj V., Salfati, Elias Y., Smith, Albert E., Tan, Vanessa, Arking, Dan V., Ntalla, Ioanna, Appel, Emil A., Schurmann, Claudia, Brody, Jennifer, Rueedi, Rico, Polasek, Ozren, Sveinbjornsson, Gardar, Lecoeur, Cecile, Ladenvall, Claes, Zhao, Jing Hua, Isaacs, Aaron, Wang, Lihua, Luan, Jian'an, Hwang, Shih-Jen, Mononen, Nina U., Auro, Kirsi F., Jackson, Anne, Bielak, Lawrence, Zeng, Linyao, Shah, Nabi, Nethander, Maria, Campbell, Archie, Rankinen, Tuomo, Pechlivanis, Sonali, Qi, Lu, Zhao, Wei, Rizzi, Federica, Tanaka, Toshiko, Robino, Antonietta, Cocca, Massimiliano, Lange, Leslie, Mueller-Nurasyid, Martina, Roselli, Carolina E., Zhang, Weihua, Kleber, Marcus J., Guo, Xiuqing, Lin, Henry E., Pavani, Francesca, Galesloot, Tessel, Noordam, Raymond E., Milaneschi, Yuri, Schraut, Katharina, den Hoed, Marcel, Degenhardt, Frauke E., Trompet, Stella, van den Berg, Marten, Pistis, Giorgio, Tham, Yih-Chung S., Weiss, Stefan L., Sim, Xueling J., Li, Hengtong M., van der Most, Peter, Nolte, Ilja, Lyytikaeinen, Leo-Pekka R., Said, M. Abdullah, Witte, Daniel, Iribarren, Carlos M., Launer, Lenore S., Ring, Susan, de Vries, Paul, Sever, Peter P., Linneberg, Allan, Bottinger, Erwin M., Padmanabhan, Sandosh, Psaty, Bruce, Sotoodehnia, Nona, Kolcic, Ivana, Roshandel, Delnaz D., Paterson, Andrew O., Arnar, David F., Gudbjartsson, Daniel, Holm, Hilma, Balkau, Beverley T., Silva, Claudia H., Newton-Cheh, Christopher, Nikus, Kjell, Salo, Perttu L., Mohlke, Karen A., Peyser, Patricia, Schunkert, Heribert, Lorentzon, Mattias, Lahti, Jari C., Rao, Dabeeru C., Cornelis, Marilyn D., Faul, Jessica A., Smith, Jennifer, Stolarz-Skrzypek, Katarzyna, Bandinelli, Stefania, Concas, Maria Pina, Sinagra, Gianfranco, Meitinger, Thomas, Waldenberger, Melanie F., Sinner, Moritz, Strauch, Konstantin E., Delgado, Graciela D., Taylor, Kent, Yao, Jie, Foco, Luisa, Melander, Olle, de Graaf, Jacqueline, de Mutsert, Renee, de Geus, Eco J. C., Johansson, Åsa, Joshi, Peter K., Lind, Lars, Franke, Andre W., Macfarlane, Peter V., Tarasov, Kirill, Tan, Nicholas B., Felix, Stephan, Tai, E-Shyong Q., Quek, Debra, Snieder, Harold, Ormel, Johan, Ingelsson, Martin, Lindgren, Cecilia P., Morris, Andrew T., Raitakari, Olli, Hansen, Torben, Assimes, Themistocles, Gudnason, Vilmundur J., Timpson, Nicholas C., Morrison, Alanna B., Munroe, Patricia P., Strachan, David, Grarup, Niels, Loos, Ruth J. F. R., Heckbert, Susan, Vollenweider, Peter, Hayward, Caroline, Stefansson, Kari, Froguel, Philippe, Groop, Leif J., Wareham, Nicholas M., van Duijn, Cornelia F., Feitosa, Mary J., O'Donnell, Christopher, Kaehoenen, Mika, Perola, Markus, Boehnke, Michael, Kardia, Sharon L. R., Erdmann, Jeanette, Palmer, Colin N. A., Ohlsson, Claes J., Porteous, David G., Eriksson, Johan, Bouchard, Claude, Moebus, Susanne, Kraft, Peter R., Weir, David, Cusi, Daniele, Ferrucci, Luigi, Ulivi, Sheila, Girotto, Giorgia, Correa, Adolfo, Kaeaeb, Stefan, Peters, Annette C., Chambers, John S., Kooner, Jaspal, Maerz, Winfried I., Rotter, Jerome A., Hicks, Andrew, Smith, J. Gustav, Kiemeney, Lambertus A. L. M. O., Mook-Kanamori, Dennis, Penninx, Brenda W. J. H., Gyllensten, Ulf, Wilson, James, Burgess, Stephen, Sundström, Johan, Lieb, Wolfgang, Jukema, J. Wouter, Eijgelsheim, Mark, Lakatta, Edward L. M., Cheng, Ching-Yu, Doerr, Marcus, Wong, Tien-Yin, Sabanayagam, Charumathi J., Oldehinkel, Albertine, Riese, Harriette, Lehtimaeki, Terho, Verweij, Niek, van der Harst, Pim, van de Vegte, Yordi, Eppinga, Ruben P., van der Ende, M. Yldau, Hagemeijer, Yanick, Mahendran, Yuvaraj V., Salfati, Elias Y., Smith, Albert E., Tan, Vanessa, Arking, Dan V., Ntalla, Ioanna, Appel, Emil A., Schurmann, Claudia, Brody, Jennifer, Rueedi, Rico, Polasek, Ozren, Sveinbjornsson, Gardar, Lecoeur, Cecile, Ladenvall, Claes, Zhao, Jing Hua, Isaacs, Aaron, Wang, Lihua, Luan, Jian'an, Hwang, Shih-Jen, Mononen, Nina U., Auro, Kirsi F., Jackson, Anne, Bielak, Lawrence, Zeng, Linyao, Shah, Nabi, Nethander, Maria, Campbell, Archie, Rankinen, Tuomo, Pechlivanis, Sonali, Qi, Lu, Zhao, Wei, Rizzi, Federica, Tanaka, Toshiko, Robino, Antonietta, Cocca, Massimiliano, Lange, Leslie, Mueller-Nurasyid, Martina, Roselli, Carolina E., Zhang, Weihua, Kleber, Marcus J., Guo, Xiuqing, Lin, Henry E., Pavani, Francesca, Galesloot, Tessel, Noordam, Raymond E., Milaneschi, Yuri, Schraut, Katharina, den Hoed, Marcel, Degenhardt, Frauke E., Trompet, Stella, van den Berg, Marten, Pistis, Giorgio, Tham, Yih-Chung S., Weiss, Stefan L., Sim, Xueling J., Li, Hengtong M., van der Most, Peter, Nolte, Ilja, Lyytikaeinen, Leo-Pekka R., Said, M. Abdullah, Witte, Daniel, Iribarren, Carlos M., Launer, Lenore S., Ring, Susan, de Vries, Paul, Sever, Peter P., Linneberg, Allan, Bottinger, Erwin M., Padmanabhan, Sandosh, Psaty, Bruce, Sotoodehnia, Nona, Kolcic, Ivana, Roshandel, Delnaz D., Paterson, Andrew O., Arnar, David F., Gudbjartsson, Daniel, Holm, Hilma, Balkau, Beverley T., Silva, Claudia H., Newton-Cheh, Christopher, Nikus, Kjell, Salo, Perttu L., Mohlke, Karen A., Peyser, Patricia, Schunkert, Heribert, Lorentzon, Mattias, Lahti, Jari C., Rao, Dabeeru C., Cornelis, Marilyn D., Faul, Jessica A., Smith, Jennifer, Stolarz-Skrzypek, Katarzyna, Bandinelli, Stefania, Concas, Maria Pina, Sinagra, Gianfranco, Meitinger, Thomas, Waldenberger, Melanie F., Sinner, Moritz, Strauch, Konstantin E., Delgado, Graciela D., Taylor, Kent, Yao, Jie, Foco, Luisa, Melander, Olle, de Graaf, Jacqueline, de Mutsert, Renee, de Geus, Eco J. C., Johansson, Åsa, Joshi, Peter K., Lind, Lars, Franke, Andre W., Macfarlane, Peter V., Tarasov, Kirill, Tan, Nicholas B., Felix, Stephan, Tai, E-Shyong Q., Quek, Debra, Snieder, Harold, Ormel, Johan, Ingelsson, Martin, Lindgren, Cecilia P., Morris, Andrew T., Raitakari, Olli, Hansen, Torben, Assimes, Themistocles, Gudnason, Vilmundur J., Timpson, Nicholas C., Morrison, Alanna B., Munroe, Patricia P., Strachan, David, Grarup, Niels, Loos, Ruth J. F. R., Heckbert, Susan, Vollenweider, Peter, Hayward, Caroline, Stefansson, Kari, Froguel, Philippe, Groop, Leif J., Wareham, Nicholas M., van Duijn, Cornelia F., Feitosa, Mary J., O'Donnell, Christopher, Kaehoenen, Mika, Perola, Markus, Boehnke, Michael, Kardia, Sharon L. R., Erdmann, Jeanette, Palmer, Colin N. A., Ohlsson, Claes J., Porteous, David G., Eriksson, Johan, Bouchard, Claude, Moebus, Susanne, Kraft, Peter R., Weir, David, Cusi, Daniele, Ferrucci, Luigi, Ulivi, Sheila, Girotto, Giorgia, Correa, Adolfo, Kaeaeb, Stefan, Peters, Annette C., Chambers, John S., Kooner, Jaspal, Maerz, Winfried I., Rotter, Jerome A., Hicks, Andrew, Smith, J. Gustav, Kiemeney, Lambertus A. L. M. O., Mook-Kanamori, Dennis, Penninx, Brenda W. J. H., Gyllensten, Ulf, Wilson, James, Burgess, Stephen, Sundström, Johan, Lieb, Wolfgang, Jukema, J. Wouter, Eijgelsheim, Mark, Lakatta, Edward L. M., Cheng, Ching-Yu, Doerr, Marcus, Wong, Tien-Yin, Sabanayagam, Charumathi J., Oldehinkel, Albertine, Riese, Harriette, Lehtimaeki, Terho, Verweij, Niek, and van der Harst, Pim

Abstract

The genetics and clinical consequences of resting heart rate (RHR) remain incompletely understood. Here, the authors discover new genetic variants associated with RHR and find that higher genetically predicted RHR decreases risk of atrial fibrillation and ischemic stroke. Resting heart rate is associated with cardiovascular diseases and mortality in observational and Mendelian randomization studies. The aims of this study are to extend the number of resting heart rate associated genetic variants and to obtain further insights in resting heart rate biology and its clinical consequences. A genome-wide meta-analysis of 100 studies in up to 835,465 individuals reveals 493 independent genetic variants in 352 loci, including 68 genetic variants outside previously identified resting heart rate associated loci. We prioritize 670 genes and in silico annotations point to their enrichment in cardiomyocytes and provide insights in their ECG signature. Two-sample Mendelian randomization analyses indicate that higher genetically predicted resting heart rate increases risk of dilated cardiomyopathy, but decreases risk of developing atrial fibrillation, ischemic stroke, and cardio-embolic stroke. We do not find evidence for a linear or non-linear genetic association between resting heart rate and all-cause mortality in contrast to our previous Mendelian randomization study. Systematic alteration of key differences between the current and previous Mendelian randomization study indicates that the most likely cause of the discrepancy between these studies arises from false positive findings in previous one-sample MR analyses caused by weak-instrument bias at lower P-value thresholds. The results extend our understanding of resting heart rate biology and give additional insights in its role in cardiovascular disease development.

Published
2023
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18. Variants in theGPR146Gene Are Associated With a Favorable Cardiometabolic Risk Profile

Author

Rimbert, Antoine, primary, Yeung, Ming W., additional, Dalila, Nawar, additional, Thio, Chris H.L., additional, Yu, Haojie, additional, Loaiza, Natalia, additional, Oldoni, Federico, additional, van der Graaf, Adriaan, additional, Wang, Siqi, additional, Said, M. Abdullah, additional, Blauw, Lisanne L., additional, Girardeau, Aurore, additional, Bray, Lise, additional, Caillaud, Amandine, additional, Bloks, Vincent W., additional, Marrec, Marie, additional, Moulin, Philippe, additional, Rensen, Patrick C.N., additional, van de Sluis, Bart, additional, Snieder, Harold, additional, Di Filippo, Mathilde, additional, van der Harst, Pim, additional, Tybjaerg-Hansen, Anne, additional, Zimmerman, Philip, additional, Cariou, Bertrand, additional, and Kuivenhoven, Jan Albert, additional

Published
2022
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19. Genetic and lifestyle risks of cardiovascular disease

Author

Said, M. Abdullah, Said, M. Abdullah, Said, M. Abdullah, and Said, M. Abdullah

Abstract

Cardiovascular disease (CVD) is the leading cause of morbidity and mortality worldwide. Over the past 5 decades, the identification and modification of cardiovascular risk factors, as well as the development of pharmaceutical and interventional therapies, have resulted in declining CVD mortality rates. To develop better and innovative preventive strategies, a better understanding of the pathophysiological mechanisms underlying CVD is necessary. Studying the genetic factors underlying CVD and their risk factors may aid us in this undertaking. Genome-wide association studies have identified thousands of associations between genetic variants with risk factors and diseases, thereby increasing our understanding of the biology underlying these traits. The evidence for a causal relationship between a risk factor and a disease can then be investigated using these genetic variants. This thesis presents evidence for causal relationships between risk factors such as telomere length and iron parameters, with CVD. We uncovered novel genetic variants associated with lipoprotein(a), but also with lifestyle factors such as caffeine intake and sedentary behaviors. We subsequently provide evidence for their causal relations with coronary artery disease. Additionally, we found genetic and lifestyle factors had additive effects on the risk of developing CVD. A healthy lifestyle was associated with lower risks compared to an unhealthy lifestyle, regardless of the genetic risk, and a high genetic risk with an unhealthy lifestyle both increased the risk of developing CVD. The findings described in this thesis help us better understand the pathophysiological mechanisms underlying CVD and may aid in improving risk stratifications.

Published
2021

20. Anti-Müllerian Hormone and Cardiometabolic Disease in Women

Author

Verdiesen, Renée M.G., von Berg, Joanna, Said, M. Abdullah, van der Harst, Pim, Mahajan, Anubha, van Gils, Carla H, van der Schouw, Yvonne T, Onland-Moret, N. Charlotte, and Cardiovascular Centre (CVC)

Subjects
General Medicine, Cardiology and Cardiovascular Medicine
Published
2022

21. Variants in the GPR146 Gene Are Associated With a Favorable Cardiometabolic Risk Profile.

Author

Team Onderzoek, Gezonde Vaten, Circulatory Health, Team Medisch, Rimbert, Antoine, Yeung, Ming W, Dalila, Nawar, Thio, Chris H L, Yu, Haojie, Loaiza, Natalia, Oldoni, Federico, van der Graaf, Adriaan, Wang, Siqi, Said, M Abdullah, Blauw, Lisanne L, Girardeau, Aurore, Bray, Lise, Caillaud, Amandine, Bloks, Vincent W, Marrec, Marie, Moulin, Philippe, Rensen, Patrick C N, van de Sluis, Bart, Snieder, Harold, Di Filippo, Mathilde, van der Harst, Pim, Tybjaerg-Hansen, Anne, Zimmerman, Philip, Cariou, Bertrand, Kuivenhoven, Jan Albert, Team Onderzoek, Gezonde Vaten, Circulatory Health, Team Medisch, Rimbert, Antoine, Yeung, Ming W, Dalila, Nawar, Thio, Chris H L, Yu, Haojie, Loaiza, Natalia, Oldoni, Federico, van der Graaf, Adriaan, Wang, Siqi, Said, M Abdullah, Blauw, Lisanne L, Girardeau, Aurore, Bray, Lise, Caillaud, Amandine, Bloks, Vincent W, Marrec, Marie, Moulin, Philippe, Rensen, Patrick C N, van de Sluis, Bart, Snieder, Harold, Di Filippo, Mathilde, van der Harst, Pim, Tybjaerg-Hansen, Anne, Zimmerman, Philip, Cariou, Bertrand, and Kuivenhoven, Jan Albert

Published
2022

22. Anti-Müllerian Hormone and Cardiometabolic Disease in Women: A Two-Sample Mendelian Randomization Study

Author

Cardiovasculaire Epi Team 3, Cancer, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, JC onderzoeksprogramma Kanker, CMM Groep De Ridder, Team Medisch, Circulatory Health, Epi Kanker Team A, Cardiovasculaire Epi Team 1, Verdiesen, Renée M.G., von Berg, Joanna, Said, M Abdullah, van der Harst, Pim, Mahajan, Anubha, van Gils, Carla H., van der Schouw, Yvonne T., Onland-Moret, N. Charlotte, Cardiovasculaire Epi Team 3, Cancer, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, JC onderzoeksprogramma Kanker, CMM Groep De Ridder, Team Medisch, Circulatory Health, Epi Kanker Team A, Cardiovasculaire Epi Team 1, Verdiesen, Renée M.G., von Berg, Joanna, Said, M Abdullah, van der Harst, Pim, Mahajan, Anubha, van Gils, Carla H., van der Schouw, Yvonne T., and Onland-Moret, N. Charlotte

Published
2022

23. Genomic insights in ascending aortic size and distensibility

Author

Team Onderzoek, Arts Assistenten Cardiologie, Team Medisch, Circulatory Health, Benjamins, Jan Walter, Yeung, Ming Wai, van de Vegte, Yordi J, Said, M Abdullah, van der Linden, Thijs, Ties, Daan, Juarez-Orozco, Luis E, Verweij, Niek, van der Harst, Pim, Team Onderzoek, Arts Assistenten Cardiologie, Team Medisch, Circulatory Health, Benjamins, Jan Walter, Yeung, Ming Wai, van de Vegte, Yordi J, Said, M Abdullah, van der Linden, Thijs, Ties, Daan, Juarez-Orozco, Luis E, Verweij, Niek, and van der Harst, Pim

Published
2022

24. Twenty-Five Novel Loci for Carotid Intima-Media Thickness: A Genome-Wide Association Study in >45 000 Individuals and Meta-Analysis of >100 000 Individuals

Author

Team Onderzoek, Onderzoek Precision medicine, Circulatory Health, Team Medisch, Wai Yeung, Ming, Wang, Siqi, van de Vegte, Yordi J, Borisov, Oleg, van Setten, Jessica, Snieder, Harold, Verweij, Niek, Said, M Abdullah, van der Harst, Pim, Team Onderzoek, Onderzoek Precision medicine, Circulatory Health, Team Medisch, Wai Yeung, Ming, Wang, Siqi, van de Vegte, Yordi J, Borisov, Oleg, van Setten, Jessica, Snieder, Harold, Verweij, Niek, Said, M Abdullah, and van der Harst, Pim

Published
2022

27. Genomic insights in ascending aortic size and distensibility

Author

Benjamins, Jan Walter, primary, Yeung, Ming Wai, additional, van de Vegte, Yordi J., additional, Said, M. Abdullah, additional, van der Linden, Thijs, additional, Ties, Daan, additional, Juarez-Orozco, Luis E., additional, Verweij, Niek, additional, and van der Harst, Pim, additional

Published
2022
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28. Genome-Wide Association Study and Identification of a Protective Missense Variant on Lipoprotein(a) Concentration Protective Missense Variant on Lipoprotein(a) Concentration-Brief Report: Protective Missense Variant on Lipoprotein(a) Concentration

Author

Said, M Abdullah, Yeung, Ming Wai, van de Vegte, Yordi J, Benjamins, Jan Walter, Dullaart, Robin P F, Ruotsalainen, Sanni, Ripatti, Samuli, Natarajan, Pradeep, Juarez-Orozco, Luis Eduardo, Verweij, Niek, van der Harst, P, and Cardiovascular Centre (CVC)

Subjects
lipoproteins, single nucleotide, RISK, causality, GENETIC-VARIANTS, lipids (amino acids, peptides, and proteins), genetics, coronary artery disease, METAANALYSIS, polymorphism
Abstract

Objective: Lipoprotein(a) (Lp[a]) is associated with coronary artery disease (CAD) but also to LDL (low-density lipoprotein) cholesterol. The genetic architecture of Lp(a) remains incompletely understood, as well as its independence of LDL cholesterol in its association to CAD. We investigated the genetic determinants of Lp(a) concentrations in a large prospective multiethnic cohort. We tested the association for potential causality between genetically determined higher Lp(a) concentrations and CAD using a multivariable Mendelian randomization strategy. Approach and Results: We studied 371 212 participants of the UK Biobank with available Lp(a) and genome-wide genetic data. Genome-wide association analyses confirmed 2 known and identified 37 novel loci (P Conclusions: This study supports an LDL cholesterol-independent causal link between Lp(a) and CAD. A rare missense variant in the LPA gene locus appears to be protective in people with the Lp(a) increasing variant of rs10455872. In the search for therapeutic targets of Lp(a), future work should focus on understanding the functional consequences of this missense variant.

Published
2021

30. Polygenic risk score and coronary artery disease: A meta-analysis of 979,286 participant data

Author

Team Medisch, Circulatory Health, Agbaedeng, Thomas A, Noubiap, Jean Jacques, Mofo Mato, Edith Pascale, Chew, Derek P, Figtree, Gemma A, Said, M Abdullah, van der Harst, Pim, Team Medisch, Circulatory Health, Agbaedeng, Thomas A, Noubiap, Jean Jacques, Mofo Mato, Edith Pascale, Chew, Derek P, Figtree, Gemma A, Said, M Abdullah, and van der Harst, Pim

Published
2021

31. Genome-Wide Association Study and Identification of a Protective Missense Variant on Lipoprotein(a) Concentration: Protective Missense Variant on Lipoprotein(a) Concentration-Brief Report

Author

Arts Assistenten Cardiologie, Team Medisch, Circulatory Health, Said, M Abdullah, Yeung, Ming Wai, van de Vegte, Yordi J, Benjamins, Jan Walter, Dullaart, Robin P F, Ruotsalainen, Sanni, Ripatti, Samuli, Natarajan, Pradeep, Juarez-Orozco, Luis Eduardo, Verweij, Niek, van der Harst, P, Arts Assistenten Cardiologie, Team Medisch, Circulatory Health, Said, M Abdullah, Yeung, Ming Wai, van de Vegte, Yordi J, Benjamins, Jan Walter, Dullaart, Robin P F, Ruotsalainen, Sanni, Ripatti, Samuli, Natarajan, Pradeep, Juarez-Orozco, Luis Eduardo, Verweij, Niek, and van der Harst, P

Published
2021

32. Search for a Functional Genetic Variant Mimicking the Effect of SGLT2 Inhibitor Treatment

Author

Team Medisch, Circulatory Health, Wang, Siqi, Said, M Abdullah, Groot, Hilde E, van der Most, Peter J, Thio, Chris H L, van de Vegte, Yordi J, Verweij, Niek, Snieder, Harold, van der Harst, Pim, Team Medisch, Circulatory Health, Wang, Siqi, Said, M Abdullah, Groot, Hilde E, van der Most, Peter J, Thio, Chris H L, van de Vegte, Yordi J, Verweij, Niek, Snieder, Harold, and van der Harst, Pim

Published
2021

33. Multi-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction

Author

Ntalla, Ioanna, Weng, Lu-Chen, Cartwright, James H., Hall, Amelia Weber, Sveinbjornsson, Gardar, Tucker, Nathan R., Choi, Seung Hoan, Chaffin, Mark D., Roselli, Carolina, Barnes, Michael R., Mifsud, Borbala, Warren, Helen R., Hayward, Caroline, Marten, Jonathan, Cranley, James J., Concas, Maria Pina, Gasparini, Paolo, Boutin, Thibaud, Kolcic, Ivana, Polasek, Ozren, Rudan, Igor, Araujo, Nathalia M., Lima-Costa, Maria Fernanda, Ribeiro, Antonio Luiz P., Souza, Renan P., Tarazona-Santos, Eduardo, Giedraitis, Vilmantas, Ingelsson, Erik, Mahajan, Anubha, Morris, Andrew P., Del Greco, Fabiola M., Foco, Luisa, Gogele, Martin, Hicks, Andrew A., Cook, James P., Lind, Lars, Lindgren, Cecilia M., Sundström, Johan, Nelson, Christopher P., Riaz, Muhammad B., Samani, Nilesh J., Sinagra, Gianfranco, Ulivi, Sheila, Kahonen, Mika, Mishra, Pashupati P., Mononen, Nina, Nikus, Kjell, Caulfield, Mark J., Dominiczak, Anna, Padmanabhan, Sandosh, Montasser, May E., O'Connell, Jeff R., Ryan, Kathleen, Shuldiner, Alan R., Aeschbacher, Stefanie, Conen, David, Risch, Lorenz, Theriault, Sebastien, Hutri-Kahonen, Nina, Lehtimaki, Terho, Lyytikainen, Leo-Pekka, Raitakari, Olli T., Barnes, Catriona L. K., Campbell, Harry, Joshi, Peter K., Wilson, James F., Isaacs, Aaron, Kors, Jan A., van Duijn, Cornelia M., Huang, Paul L., Gudnason, Vilmundur, Harris, Tamara B., Launer, Lenore J., Smith, Albert, V, Bottinger, Erwin P., Loos, Ruth J. F., Nadkarni, Girish N., Preuss, Michael H., Correa, Adolfo, Mei, Hao, Wilson, James, Meitinger, Thomas, Mueller-Nurasyid, Martina, Peters, Annette, Waldenberger, Melanie, Mangino, Massimo, Spector, Timothy D., Rienstra, Michiel, van de Vegte, Yordi J., van der Harst, Pim, Verweij, Niek, Kaab, Stefan, Schramm, Katharina, Sinner, Moritz F., Strauch, Konstantin, Cutler, Michael J., Fatkin, Diane, London, Barry, Olesen, Morten, Roden, Dan M., Shoemaker, M. Benjamin, Smith, J. Gustav, Biggs, Mary L., Bis, Joshua C., Brody, Jennifer A., Psaty, Bruce M., Rice, Kenneth, Sotoodehnia, Nona, De Grandi, Alessandro, Fuchsberger, Christian, Pattaro, Cristian, Pramstaller, Peter P., Ford, Ian, Jukema, J. Wouter, Macfarlane, Peter W., Trompet, Stella, Doerr, Marcus, Felix, Stephan B., Voelker, Uwe, Weiss, Stefan, Havulinna, Aki S., Jula, Antti, Saaksjarvi, Katri, Salomaa, Veikko, Guo, Xiuqing, Heckbert, Susan R., Lin, Henry J., Rotter, Jerome, I, Taylor, Kent D., Yao, Jie, de Mutsert, Renee, Maan, Arie C., Mook-Kanamori, Dennis O., Noordam, Raymond, Cucca, Francesco, Ding, Jun, Lakatta, Edward G., Qian, Yong, Tarasov, Kirill, V, Levy, Daniel, Lin, Honghuang, Newton-Cheh, Christopher H., Lunetta, Kathryn L., Murray, Alison D., Porteous, David J., Smith, Blair H., Stricker, Bruno H., Uitterlinden, Andre, van den Berg, Marten E., Haessler, Jeffrey, Jackson, Rebecca D., Kooperberg, Charles, Peters, Ulrike, Reiner, Alexander P., Whitsel, Eric A., Alonso, Alvaro, Arking, Dan E., Boerwinkle, Eric, Ehret, Georg B., Soliman, Elsayed Z., Avery, Christy L., Gogarten, Stephanie M., Kerr, Kathleen F., Laurie, Cathy C., Seyerle, Amanda A., Stilp, Adrienne, Assa, Solmaz, Said, M. Abdullah, van der Ende, M. Yldau, Lambiase, Pier D., Orini, Michele, Ramirez, Julia, Van Duijvenboden, Stefan, Arnar, David O., Gudbjartsson, Daniel F., Holm, Hilma, Sulem, Patrick, Thorleifsson, Gudmar, Thorolfsdottir, Rosa B., Thorsteinsdottir, Unnur, Benjamin, Emelia J., Tinker, Andrew, Stefansson, Kari, Ellinor, Patrick T., Jamshidi, Yalda, Lubitz, Steven A., Munroe, Patricia B., Ntalla, Ioanna, Weng, Lu-Chen, Cartwright, James H., Hall, Amelia Weber, Sveinbjornsson, Gardar, Tucker, Nathan R., Choi, Seung Hoan, Chaffin, Mark D., Roselli, Carolina, Barnes, Michael R., Mifsud, Borbala, Warren, Helen R., Hayward, Caroline, Marten, Jonathan, Cranley, James J., Concas, Maria Pina, Gasparini, Paolo, Boutin, Thibaud, Kolcic, Ivana, Polasek, Ozren, Rudan, Igor, Araujo, Nathalia M., Lima-Costa, Maria Fernanda, Ribeiro, Antonio Luiz P., Souza, Renan P., Tarazona-Santos, Eduardo, Giedraitis, Vilmantas, Ingelsson, Erik, Mahajan, Anubha, Morris, Andrew P., Del Greco, Fabiola M., Foco, Luisa, Gogele, Martin, Hicks, Andrew A., Cook, James P., Lind, Lars, Lindgren, Cecilia M., Sundström, Johan, Nelson, Christopher P., Riaz, Muhammad B., Samani, Nilesh J., Sinagra, Gianfranco, Ulivi, Sheila, Kahonen, Mika, Mishra, Pashupati P., Mononen, Nina, Nikus, Kjell, Caulfield, Mark J., Dominiczak, Anna, Padmanabhan, Sandosh, Montasser, May E., O'Connell, Jeff R., Ryan, Kathleen, Shuldiner, Alan R., Aeschbacher, Stefanie, Conen, David, Risch, Lorenz, Theriault, Sebastien, Hutri-Kahonen, Nina, Lehtimaki, Terho, Lyytikainen, Leo-Pekka, Raitakari, Olli T., Barnes, Catriona L. K., Campbell, Harry, Joshi, Peter K., Wilson, James F., Isaacs, Aaron, Kors, Jan A., van Duijn, Cornelia M., Huang, Paul L., Gudnason, Vilmundur, Harris, Tamara B., Launer, Lenore J., Smith, Albert, V, Bottinger, Erwin P., Loos, Ruth J. F., Nadkarni, Girish N., Preuss, Michael H., Correa, Adolfo, Mei, Hao, Wilson, James, Meitinger, Thomas, Mueller-Nurasyid, Martina, Peters, Annette, Waldenberger, Melanie, Mangino, Massimo, Spector, Timothy D., Rienstra, Michiel, van de Vegte, Yordi J., van der Harst, Pim, Verweij, Niek, Kaab, Stefan, Schramm, Katharina, Sinner, Moritz F., Strauch, Konstantin, Cutler, Michael J., Fatkin, Diane, London, Barry, Olesen, Morten, Roden, Dan M., Shoemaker, M. Benjamin, Smith, J. Gustav, Biggs, Mary L., Bis, Joshua C., Brody, Jennifer A., Psaty, Bruce M., Rice, Kenneth, Sotoodehnia, Nona, De Grandi, Alessandro, Fuchsberger, Christian, Pattaro, Cristian, Pramstaller, Peter P., Ford, Ian, Jukema, J. Wouter, Macfarlane, Peter W., Trompet, Stella, Doerr, Marcus, Felix, Stephan B., Voelker, Uwe, Weiss, Stefan, Havulinna, Aki S., Jula, Antti, Saaksjarvi, Katri, Salomaa, Veikko, Guo, Xiuqing, Heckbert, Susan R., Lin, Henry J., Rotter, Jerome, I, Taylor, Kent D., Yao, Jie, de Mutsert, Renee, Maan, Arie C., Mook-Kanamori, Dennis O., Noordam, Raymond, Cucca, Francesco, Ding, Jun, Lakatta, Edward G., Qian, Yong, Tarasov, Kirill, V, Levy, Daniel, Lin, Honghuang, Newton-Cheh, Christopher H., Lunetta, Kathryn L., Murray, Alison D., Porteous, David J., Smith, Blair H., Stricker, Bruno H., Uitterlinden, Andre, van den Berg, Marten E., Haessler, Jeffrey, Jackson, Rebecca D., Kooperberg, Charles, Peters, Ulrike, Reiner, Alexander P., Whitsel, Eric A., Alonso, Alvaro, Arking, Dan E., Boerwinkle, Eric, Ehret, Georg B., Soliman, Elsayed Z., Avery, Christy L., Gogarten, Stephanie M., Kerr, Kathleen F., Laurie, Cathy C., Seyerle, Amanda A., Stilp, Adrienne, Assa, Solmaz, Said, M. Abdullah, van der Ende, M. Yldau, Lambiase, Pier D., Orini, Michele, Ramirez, Julia, Van Duijvenboden, Stefan, Arnar, David O., Gudbjartsson, Daniel F., Holm, Hilma, Sulem, Patrick, Thorleifsson, Gudmar, Thorolfsdottir, Rosa B., Thorsteinsdottir, Unnur, Benjamin, Emelia J., Tinker, Andrew, Stefansson, Kari, Ellinor, Patrick T., Jamshidi, Yalda, Lubitz, Steven A., and Munroe, Patricia B.

Abstract

The electrocardiographic PR interval reflects atrioventricular conduction, and is associated with conduction abnormalities, pacemaker implantation, atrial fibrillation (AF), and cardiovascular mortality. Here we report a multi-ancestry (N=293,051) genome-wide association meta-analysis for the PR interval, discovering 202 loci of which 141 have not previously been reported. Variants at identified loci increase the percentage of heritability explained, from 33.5% to 62.6%. We observe enrichment for cardiac muscle developmental/contractile and cytoskeletal genes, highlighting key regulation processes for atrioventricular conduction. Additionally, 8 loci not previously reported harbor genes underlying inherited arrhythmic syndromes and/or cardiomyopathies suggesting a role for these genes in cardiovascular pathology in the general population. We show that polygenic predisposition to PR interval duration is an endophenotype for cardiovascular disease, including distal conduction disease, AF, and atrioventricular pre-excitation. These findings advance our understanding of the polygenic basis of cardiac conduction, and the genetic relationship between PR interval duration and cardiovascular disease. On the electrocardiogram, the PR interval reflects conduction from the atria to ventricles and also serves as risk indicator of cardiovascular morbidity and mortality. Here, the authors perform genome-wide meta-analyses for PR interval in multiple ancestries and identify 141 previously unreported genetic loci.

Published
2020
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38. Variants in the GPR146Gene Are Associated With a Favorable Cardiometabolic Risk Profile

Author

Rimbert, Antoine, Yeung, Ming W., Dalila, Nawar, Thio, Chris H.L., Yu, Haojie, Loaiza, Natalia, Oldoni, Federico, van der Graaf, Adriaan, Wang, Siqi, Said, M. Abdullah, Blauw, Lisanne L., Girardeau, Aurore, Bray, Lise, Caillaud, Amandine, Bloks, Vincent W., Marrec, Marie, Moulin, Philippe, Rensen, Patrick C.N., van de Sluis, Bart, Snieder, Harold, Di Filippo, Mathilde, van der Harst, Pim, Tybjaerg-Hansen, Anne, Zimmerman, Philip, Cariou, Bertrand, and Kuivenhoven, Jan Albert

Published
2022
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40. Lipidomics, Atrial Conduction, and Body Mass Index

Author

Del Greco M, Fabiola, Foco, Luisa, Teumer, Alexander, Verweij, Niek, Paglia, Giuseppe, Meraviglia, Viviana, Melotti, Roberto, Vukovic, Vladimir, Rauhe, Werner, Joshi, Peter K, Demirkan, Ayse, Felix, Stephan B, Pietzner, Maik, Said, M Abdullah, van de Vegte, Yordi J, van der Harst, Pim, Wright, Alan F, Hicks, Andrew A, Campbell, Harry, Dörr, Marcus, Snieder, Harold, Wilson, James F, Pramstaller, Peter P, Rossini, Alessandra, Pattaro, Cristian, Cardiovascular Centre (CVC), and Life Course Epidemiology (LCE)

Subjects
Adult, Male, Arteries, Mendelian Randomization Analysis, Middle Aged, Lipid Metabolism, Lipids, Body Mass Index, Electrocardiography, Cardiovascular Diseases, Risk Factors, Lipidomics, Humans, Female, Aged, Genome-Wide Association Study
Abstract

BACKGROUND: Lipids are increasingly involved in cardiovascular risk prediction as potential proarrhythmic influencers. However, knowledge is limited about the specific mechanisms connecting lipid alterations with atrial conduction. METHODS: To shed light on this issue, we conducted a broad assessment of 151 sphingo- and phospholipids, measured using mass spectrometry, for association with atrial conduction, measured by P wave duration (PWD) from standard electrocardiograms, in the MICROS study (Microisolates in South Tyrol) (n=839). Causal pathways involving lipidomics, body mass index (BMI), and PWD were assessed using 2-sample Mendelian randomization analyses based on published genome-wide association studies of lipidomics (n=4034) and BMI (n=734 481), and genetic association analysis of PWD in 5 population-based studies (n=24 236). RESULTS: We identified an association with relative phosphatidylcholine 38:3 (%PC 38:3) concentration, which was replicated in the ORCADES (Orkney Complex Disease Study; n=951), with a pooled association across studies of 2.59 (95% CI, 1.3-3.9; P=1.1×10-4) ms PWD per mol% increase. While being independent of cholesterol, triglycerides, and glucose levels, the %PC 38:3-PWD association was mediated by BMI. Results supported a causal effect of BMI on both PWD ( P=8.3×10-5) and %PC 38:3 ( P=0.014). CONCLUSIONS: Increased %PC 38:3 levels are consistently associated with longer PWD, partly because of the confounding effect of BMI. The causal effect of BMI on PWD reinforces evidence of BMI's involvement into atrial electrical activity.

Published
2019

41. Multi-ancestry genome-wide gene-smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids

Author

Bentley, Amy R, Sung, Yun J, Brown, Michael R, Winkler, Thomas W, Kraja, Aldi T, Ntalla, Ioanna, Schwander, Karen, Chasman, Daniel I, Lim, Elise, Deng, Xuan, Guo, Xiuqing, Liu, Jingmin, Lu, Yingchang, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Huffman, Jennifer E, Musani, Solomon K, Li, Changwei, Feitosa, Mary F, Richard, Melissa A, Noordam, Raymond, Baker, Jenna, Chen, Guanjie, Aschard, Hugues, Bartz, Traci M, Ding, Jingzhong, Dorajoo, Rajkumar, Manning, Alisa K, Rankinen, Tuomo, Smith, Albert V, Tajuddin, Salman M, Zhao, Wei, Graff, Mariaelisa, Alver, Maris, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Evangelou, Evangelos, Gao, Chuan, Goel, Anuj, Hagemeijer, Yanick, Harris, Sarah E, Hartwig, Fernando P, He, Meian, Horimoto, Andrea RVR, Hsu, Fang-Chi, Hung, Yi-Jen, Jackson, Anne U, Kasturiratne, Anuradhani, Komulainen, Pirjo, Kuehnel, Brigitte, Leander, Karin, Lin, Keng-Hung, Luan, Jian'an, Lyytikainen, Leo-Pekka, Matoba, Nana, Nolte, Ilja M, Pietzner, Maik, Prins, Bram, Riaz, Muhammad, Robino, Antonietta, Said, M Abdullah, Schupf, Nicole, Scott, Robert A, Sofer, Tamar, Stancakova, Alena, Takeuchi, Fumihiko, Tayo, Bamidele O, van der Most, Peter J, Varga, Tibor V, Wang, Tzung-Dau, Wang, Yajuan, Ware, Erin B, Wen, Wanqing, Xiang, Yong-Bing, Yanek, Lisa R, Zhang, Weihua, Zhao, Jing Hua, Adeyemo, Adebowale, Afaq, Saima, Amin, Najaf, Amini, Marzyeh, Arking, Dan E, Arzumanyan, Zorayr, Aung, Tin, Ballantyne, Christie, Barr, R Graham, Bielak, Lawrence F, Boerwinkle, Eric, Bottinger, Erwin P, Broeckel, Ulrich, Brown, Morris, Cade, Brian E, Campbell, Archie, Canouil, Mickael, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Christensen, Kaare, Concas, Maria Pina, Connell, John M, de las Fuentes, Lisa, de Silva, H Janaka, de Vries, Paul S, Doumatey, Ayo, Duan, Qing, Eaton, Charles B, Eppinga, Ruben N, Faul, Jessica D, Floyd, James S, Forouhi, Nita G, Forrester, Terrence, Friedlander, Yechiel, Gandin, Ilaria, Gao, He, Ghanbari, Mohsen, Gharib, Sina A, Gigante, Bruna, Giulianini, Franco, Grabe, Hans J, Gu, C Charles, Harris, Tamara B, Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Hixson, James E, Ikram, M Arfan, Jia, Yucheng, Joehanes, Roby, Johnson, Craig, Jonas, Jost Bruno, Justice, Anne E, Katsuya, Tomohiro, Khor, Chiea Chuen, Kilpelainen, Tuomas O, Koh, Woon-Puay, Kolcic, Ivana, Kooperberg, Charles, Krieger, Jose E, Kritchevsky, Stephen B, Kubo, Michiaki, Kuusisto, Johanna, Lakka, Timo A, Langefeld, Carl D, Langenberg, Claudia, Launer, Lenore J, Lehne, Benjamin, Lewis, Cora E, Li, Yize, Liang, Jingjing, Lin, Shiow, Liu, Ching-Ti, Liu, Jianjun, Liu, Kiang, Loh, Marie, Lohman, Kurt K, Louie, Tin, Luzzi, Anna, Magi, Reedik, Mahajan, Anubha, Manichaikul, Ani W, McKenzie, Colin A, Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, Milani, Lili, Mohlke, Karen L, Momozawa, Yukihide, Morris, Andrew P, Murray, Alison D, Nalls, Mike A, Nauck, Matthias, Nelson, Christopher P, North, Kari E, O'Connell, Jeffrey R, Palmer, Nicholette D, Papanicolau, George J, Pedersen, Nancy L, Peters, Annette, Peyser, Patricia A, Polasek, Ozren, Poulter, Neil, Raitakari, Olli T, Reiner, Alex P, Renstrom, Frida, Rice, Treva K, Rich, Stephen S, Robinson, Jennifer G, Rose, Lynda M, Rosendaal, Frits R, Rudan, Igor, Schmidt, Carsten O, Schreiner, Pamela J, Scott, William R, Sever, Peter, Shi, Yuan, Sidney, Stephen, Sims, Mario, Smith, Jennifer A, Snieder, Harold, Starr, John M, Strauch, Konstantin, Stringham, Heather M, Tan, Nicholas YQ, Tang, Hua, Taylor, Kent D, Teo, Yik Ying, Tham, Yih Chung, Tiemeier, Henning, Turner, Stephen T, Uitterlinden, Andre G, van Heemst, Diana, Waldenberger, Melanie, Wang, Heming, Wang, Lan, Wang, Lihua, Wei, Wen Bin, Williams, Christine A, Sr, Wilson Gregory, Wojczynski, Mary K, Yao, Jie, Young, Kristin, Yu, Caizheng, Yuan, Jian-Min, Zhou, Jie, Zonderman, Alan B, Becker, Diane M, Boehnke, Michael, Bowden, Donald W, Chambers, John C, Cooper, Richard S, de Faire, Ulf, Deary, Ian J, Elliott, Paul, Esko, Tonu, Farrall, Martin, Franks, Paul W, Freedman, Barry I, Froguel, Philippe, Gasparini, Paolo, Gieger, Christian, Horta, Bernardo L, Juang, Jyh-Ming Jimmy, Kamatani, Yoichiro, Kammerer, Candace M, Kato, Norihiro, Kooner, Jaspal S, Laakso, Markku, Laurie, Cathy C, Lee, I-Te, Lehtimaki, Terho, Magnusson, Patrik KE, Oldehinkel, Albertine J, Penninx, Brenda WJH, Pereira, Alexandre C, Rauramaa, Rainer, Redline, Susan, Samani, Nilesh J, Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E, Wang, Jun-Sing, Wang, Ya Xing, Wareham, Nicholas J, Watkins, Hugh, Weir, David R, Wickremasinghe, Ananda R, Wu, Tangchun, Zeggini, Eleftheria, Zheng, Wei, Bouchard, Claude, Evans, Michele K, Gudnason, Vilmundur, Kardia, Sharon LR, Liu, Yongmei, Psaty, Bruce M, Ridker, Paul M, van Dam, Rob M, Mook-Kanamori, Dennis O, Fornage, Myriam, Province, Michael A, Kelly, Tanika N, Fox, Ervin R, Hayward, Caroline, van Duijn, Cornelia M, Tai, E Shyong, Wong, Tien Yin, Loos, Ruth JF, Franceschini, Nora, Rotter, Jerome I, Zhu, Xiaofeng, Bierut, Laura J, Gauderman, W James, Rice, Kenneth, Munroe, Patricia B, Morrison, Alanna C, Rao, Dabeeru C, Rotimi, Charles N, Cupples, L Adrienne, Consortium, COGENT-Kidney, Consortium, EPIC-InterAct, Grp, Understanding Soc Sci, Cohort, Lifelines, National Institutes of Health [Bethesda] (NIH), Washington University School of Medicine in St. Louis, Washington University in Saint Louis (WUSTL), The University of Texas Health Science Center at Houston (UTHealth), Universität Regensburg (UR), Queen Mary University of London (QMUL), Brigham and Women's Hospital [Boston], Harvard Medical School [Boston] (HMS), School of Public Health [Boston], Boston University [Boston] (BU), Los Angeles Biomedical Research Institute (LA BioMed), Fred Hutchinson Cancer Research Center [Seattle] (FHCRC), Icahn School of Medicine at Mount Sinai [New York] (MSSM), Singapore Eye Research Institute [Singapore] (SERI), Duke-NUS Medical School [Singapore], National University of Singapore (NUS), Erasmus University Medical Center [Rotterdam] (Erasmus MC), University of Edinburgh, University of Mississippi Medical Center (UMMC), University of Georgia [USA], Leiden University Medical Center (LUMC), Centre de Bioinformatique, Biostatistique et Biologie Intégrative (C3BI), Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), Harvard T.H. Chan School of Public Health, University of Washington [Seattle], Wake Forest University, Genome Institute of Singapore (GIS), Massachusetts General Hospital [Boston], Pennington Biomedical Research Center, Louisiana State University (LSU), Icelandic Heart Association [Kopavogur, Iceland] (IHA), University of Iceland [Reykjavik], University of Michigan [Ann Arbor], University of Michigan System, University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), University of Tartu, Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (GI3M), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Karolinska Institutet [Stockholm], Wake Forest School of Medicine [Winston-Salem], Wake Forest Baptist Medical Center, Imperial College London, University of Ioannina, University of Oxford [Oxford], University of Groningen [Groningen], Universidade Federal de Pelotas = Federal University of Pelotas (UFPel), University of Bristol [Bristol], Huazhong University of Science and Technology [Wuhan] (HUST), Universidade de São Paulo Medical School (FMUSP), Case Western Reserve University [Cleveland], University of Southern California (USC), This project was largely supported by a grant from the US National Heart, Lung, and Blood Institute of the National Institutes of Health (R01HL118305) and by the Intramural Research Program of the National Human Genome Research Institute of the National Institutes of Health through the Center for Research on Genomics and Global Health (CRGGH). The CRGGH is supported by the National Human Genome Research Institute, the National Institute of Diabetes and Digestive and Kidney Diseases, the Center for Information Technology, and the Office of the Director at the National Institutes of Health (Z01HG200362)., Bentley, Ar, Sung, Yj, Brown, Mr, Winkler, Tw, Kraja, At, Ntalla, I, Schwander, K, Chasman, Di, Lim, E, Deng, X, Guo, X, Liu, J, Lu, Y, Cheng, Cy, Sim, X, Vojinovic, D, Huffman, Je, Musani, Sk, Li, C, Feitosa, Mf, Richard, Ma, Noordam, R, Baker, J, Chen, G, Aschard, H, Bartz, Tm, Ding, J, Dorajoo, R, Manning, Ak, Rankinen, T, Smith, Av, Tajuddin, Sm, Zhao, W, Graff, M, Alver, M, Boissel, M, Chai, Jf, Chen, X, Divers, J, Evangelou, E, Gao, C, Goel, A, Hagemeijer, Y, Harris, Se, Hartwig, Fp, He, M, Horimoto, Arvr, Hsu, Fc, Hung, Yj, Jackson, Au, Kasturiratne, A, Komulainen, P, Kühnel, B, Leander, K, Lin, Kh, Luan, J, Lyytikäinen, Lp, Matoba, N, Nolte, Im, Pietzner, M, Prins, B, Riaz, M, Robino, A, Said, Ma, Schupf, N, Scott, Ra, Sofer, T, Stancáková, A, Takeuchi, F, Tayo, Bo, van der Most, Pj, Varga, Tv, Wang, Td, Wang, Y, Ware, Eb, Wen, W, Xiang, Yb, Yanek, Lr, Zhang, W, Zhao, Jh, Adeyemo, A, Afaq, S, Amin, N, Amini, M, Arking, De, Arzumanyan, Z, Aung, T, Ballantyne, C, Barr, Rg, Bielak, Lf, Boerwinkle, E, Bottinger, Ep, Broeckel, U, Brown, M, Cade, Be, Campbell, A, Canouil, M, Charumathi, S, Chen, Yi, Christensen, K, COGENT-Kidney, Consortium, Concas, Mp, Connell, Jm, de Las Fuentes, L, de Silva, Hj, de Vries, P, Doumatey, A, Duan, Q, Eaton, Cb, Eppinga, Rn, Faul, Jd, Floyd, J, Forouhi, Ng, Forrester, T, Friedlander, Y, Gandin, I, Gao, H, Ghanbari, M, Gharib, Sa, Gigante, B, Giulianini, F, Grabe, Hj, Gu, Cc, Harris, Tb, Heikkinen, S, Heng, Ck, Hirata, M, Hixson, Je, Ikram, Ma, EPIC-InterAct, Consortium, Jia, Y, Joehanes, R, Johnson, C, Jonas, Jb, Justice, Ae, Katsuya, T, Khor, Cc, Kilpeläinen, To, Koh, Wp, Kolcic, I, Kooperberg, C, Krieger, Je, Kritchevsky, Sb, Kubo, M, Kuusisto, J, Lakka, Ta, Langefeld, Cd, Langenberg, C, Launer, Lj, Lehne, B, Lewis, Ce, Li, Y, Liang, J, Lin, S, Liu, Ct, Liu, K, Loh, M, Lohman, Kk, Louie, T, Luzzi, A, Mägi, R, Mahajan, A, Manichaikul, Aw, Mckenzie, Ca, Meitinger, T, Metspalu, A, Milaneschi, Y, Milani, L, Mohlke, Kl, Momozawa, Y, Morris, Ap, Murray, Ad, Nalls, Ma, Nauck, M, Nelson, Cp, North, Ke, O'Connell, Jr, Palmer, Nd, Papanicolau, Gj, Pedersen, Nl, Peters, A, Peyser, Pa, Polasek, O, Poulter, N, Raitakari, Ot, Reiner, Ap, Renström, F, Rice, Tk, Rich, S, Robinson, Jg, Rose, Lm, Rosendaal, Fr, Rudan, I, Schmidt, Co, Schreiner, Pj, Scott, Wr, Sever, P, Shi, Y, Sidney, S, Sims, M, Smith, Ja, Snieder, H, Starr, Jm, Strauch, K, Stringham, Hm, Tan, Nyq, Tang, H, Taylor, Kd, Teo, Yy, Tham, Yc, Tiemeier, H, Turner, St, Uitterlinden, Ag, Understanding Society Scientific, Group, van Heemst, D, Waldenberger, M, Wang, H, Wang, L, Wei, Wb, Williams, Ca, Wilson, G Sr, Wojczynski, Mk, Yao, J, Young, K, Yu, C, Yuan, Jm, Zhou, J, Zonderman, Ab, Becker, Dm, Boehnke, M, Bowden, Dw, Chambers, Jc, Cooper, R, de Faire, U, Deary, Ij, Elliott, P, Esko, T, Farrall, M, Franks, Pw, Freedman, Bi, Froguel, P, Gasparini, P, Gieger, C, Horta, Bl, Juang, Jj, Kamatani, Y, Kammerer, Cm, Kato, N, Kooner, J, Laakso, M, Laurie, Cc, Lee, It, Lehtimäki, T, Lifelines, Cohort, Magnusson, Pke, Oldehinkel, Aj, Penninx, Bwjh, Pereira, Ac, Rauramaa, R, Redline, S, Samani, Nj, Scott, J, Shu, Xo, van der Harst, P, Wagenknecht, Le, Wang, J, Wang, Yx, Wareham, Nj, Watkins, H, Weir, Dr, Wickremasinghe, Ar, Wu, T, Zeggini, E, Zheng, W, Bouchard, C, Evans, Mk, Gudnason, V, Kardia, Slr, Liu, Y, Psaty, Bm, Ridker, Pm, van Dam, Rm, Mook-Kanamori, Do, Fornage, M, Province, Ma, Kelly, Tn, Fox, Er, Hayward, C, van Duijn, Cm, Tai, E, Wong, Ty, Loos, Rjf, Franceschini, N, Rotter, Ji, Zhu, X, Bierut, Lj, Gauderman, Wj, Rice, K, Munroe, Pb, Morrison, Ac, Rao, Dc, Rotimi, Cn, Cupples, La., Luan, Jian'an [0000-0003-3137-6337], Pietzner, Maik [0000-0003-3437-9963], Zhao, Jing Hua [0000-0003-4930-3582], Forouhi, Nita [0000-0002-5041-248X], Langenberg, Claudia [0000-0002-5017-7344], Wareham, Nicholas [0000-0003-1422-2993], Apollo - University of Cambridge Repository, Epidemiology, Neurology, Radiology & Nuclear Medicine, Internal Medicine, Life Course Epidemiology (LCE), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Cardiovascular Centre (CVC), Home Office, Action on Hearing Loss, Imperial College Healthcare NHS Trust- BRC Funding, Medical Research Council (MRC), Universiteit Leiden, Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (EGENODIA (GI3M)), University of Oxford, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, APH - Mental Health, and APH - Digital Health

Subjects
Male, Linkage disequilibrium, Blood lipids, Genome-wide association study, VARIANTS, SUSCEPTIBILITY, Environment interaction, Genome, Linkage Disequilibrium, MESH: Genotype, 0302 clinical medicine, MESH: Aged, 80 and over, Genotype, NICOTINE METABOLISM, 11 Medical and Health Sciences, Genetics & Heredity, Aged, 80 and over, Genetics, MESH: Aged, 0303 health sciences, ARCHITECTURE, [STAT.AP]Statistics [stat]/Applications [stat.AP], Genotype imputation, MESH: Middle Aged, CHOLESTEROL, Smoking, MESH: Life Style, Lifelines Cohort, Middle Aged, Lipids, 3. Good health, ENVIRONMENT INTERACTION, GENOTYPE IMPUTATION, RISK LOCI, METAANALYSIS, CIGARETTES, Cholesterol, MESH: Linkage Disequilibrium, MESH: Young Adult, Meta-analysis, Genome-Wide Association Study/methods, Smoking/blood, Medical genetics, Female, EPIC-InterAct Consortium, Life Sciences & Biomedicine, [STAT.ME]Statistics [stat]/Methodology [stat.ME], Adult, Metaanalysi, Understanding Society Scientific Group, medicine.medical_specialty, MESH: Smoking, Adolescent, Genomics, COGENT-Kidney Consortium, Biology, Nicotine metabolism, Risk loci, Metaanalysis, Cigarettes, Article, Young Adult, 03 medical and health sciences, genomics, medicine, Humans, Linkage Disequilibrium/genetics, Life Style, Aged, 030304 developmental biology, MESH: Adolescent, Science & Technology, MESH: Humans, Lipids/blood, MESH: Adult, 06 Biological Sciences, MESH: Lipids, MESH: Male, cardiovascular diseases, [SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics, genome-wide association studies, MESH: Genome-Wide Association Study, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM], MESH: Female, 030217 neurology & neurosurgery, Developmental Biology, Genome-Wide Association Study
Abstract

The concentrations of high- and low-density lipoprotein cholesterol and triglycerides are influenced by smoking, but it is unknown whether genetic associations with lipids may be modified by smoking. We conducted a multi-ancestry genome-wide gene-smoking interaction study in 133,805 individuals with follow-up in an additional 253,467 individuals. Combined meta-analyses identified 13 novel loci, some of which were detected only because the association differed by smoking status. Additionally, we demonstrated the importance of including diverse populations, particularly in studies of interactions with lifestyle factors, where genomic and lifestyle differences by ancestry may contribute to novel findings., Editorial summary: A multi-ancestry genome-wide gene-smoking interaction study identifies 13 new loci associated with serum lipids.

Published
2019

42. Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9

Author

Schmidt, Amand F., Holmes, Michael V., Preiss, David, Swerdlow, Daniel I., Denaxas, Spiros, Fatemifar, Ghazaleh, Faraway, Rupert, Finan, Chris, Valentine, Dennis, Fairhurst-Hunter, Zammy, Hartwig, Fernando Pires, Horta, Bernardo Lessa, Hypponen, Elina, Power, Christine, Moldovan, Max, van Iperen, Erik, Hovingh, Kees, Demuth, Ilja, Norman, Kristina, Steinhagen-Thiessen, Elisabeth, Demuth, Juri, Bertram, Lars, Lill, Christina M., Coassin, Stefan, Willeit, Johann, Kiechl, Stefan, Willeit, Karin, Mason, Dan, Wright, John, Morris, Richard, Wanamethee, Goya, Whincup, Peter, Ben-Shlomo, Yoav, McLachlan, Stela, Price, Jackie F., Kivimaki, Mika, Welch, Catherine, Sanchez-Galvez, Adelaida, Marques-Vidal, Pedro, Nicolaides, Andrew, Panayiotou, Andrie G., Onland-Moret, N. Charlotte, van der Schouw, Yvonne T., Matullo, Giuseppe, Fiorito, Giovanni, Guarrera, Simonetta, Sacerdote, Carlotta, Wareham, Nicholas J., Langenberg, Claudia, Scott, Robert A., Luan, Jian'an, Bobak, Martin, Malyutina, Sofia, Pajak, Andrzej, Kubinova, Ruzena, Tamosiunas, Abdonas, Pikhart, Hynek, Grarup, Niels, Pedersen, Oluf, Hansen, Torben, Linneberg, Allan, Jess, Tine, Cooper, Jackie, Humphries, Steve E., Brilliant, Murray, Kitchner, Terrie, Hakonarson, Hakon, Carrell, David S., McCarty, Catherine A., Lester, Kirchner H., Larson, Eric B., Crosslin, David R., de Andrade, Mariza, Roden, Dan M., Denny, Joshua C., Carty, Cara, Hancock, Stephen, Attia, John, Holliday, Elizabeth, Scott, Rodney, Schofield, Peter, O'Donnell, Martin, Yusuf, Salim, Chong, Michael, Pare, Guillaume, van der Harst, Pim, Said, M. Abdullah, Eppinga, Ruben N., Verweij, Niek, Snieder, Harold, Christen, Tim, Mook-Kanamori, D. O., Gustafsson, Stefan, Lind, Lars, Ingelsson, Erik, Pazoki, Raha, Franco, Oscar, Hofman, Albert, Uitterlinden, Andre, Dehghan, Abbas, Teumer, Alexander, Baumeister, Sebastian, Doerr, Marcus, Lerch, Markus M., Voelker, Uwe, Voelzke, Henry, Ward, Joey, Pell, Jill P., Meade, Tom, Christophersen, Ingrid E., Maitland-van der Zee, Anke H., Baranova, Ekaterina V., Young, Robin, Ford, Ian, Campbell, Archie, Padmanabhan, Sandosh, Bots, Michiel L., Grobbee, Diederick E., Froguel, Philippe, Thuillier, Dorothee, Roussel, Ronan, Bonnefond, Amelie, Cariou, Bertrand, Smart, Melissa, Bao, Yanchun, Kumari, Meena, Mahajan, Anubha, Hopewell, Jemma C., Seshadri, Sudha, Dale, Caroline, Costa, Rui Providencia E., Ridker, Paul M., Chasman, Daniel I., Reiner, Alex P., Ritchie, Marylyn D., Lange, Leslie A., Cornish, Alex J., Dobbins, Sara E., Hemminki, Kari, Kinnersley, Ben, Sanson, Marc, Labreche, Karim, Simon, Matthias, Bondy, Melissa, Law, Philip, Speedy, Helen, Allan, James, Li, Ni, Went, Molly, Weinhold, Niels, Morgan, Gareth, Sonneveld, Pieter, Nilsson, Bjorn, Goldschmidt, Hartmut, Sud, Amit, Engert, Andreas, Hansson, Markus, Hemingway, Harry, Asselbergs, Folkert W., Patel, Riyaz S., Keating, Brendan J., Sattar, Naveed, Houlston, Richard, Casas, Juan P., Hingorani, Aroon D., Schmidt, Amand F., Holmes, Michael V., Preiss, David, Swerdlow, Daniel I., Denaxas, Spiros, Fatemifar, Ghazaleh, Faraway, Rupert, Finan, Chris, Valentine, Dennis, Fairhurst-Hunter, Zammy, Hartwig, Fernando Pires, Horta, Bernardo Lessa, Hypponen, Elina, Power, Christine, Moldovan, Max, van Iperen, Erik, Hovingh, Kees, Demuth, Ilja, Norman, Kristina, Steinhagen-Thiessen, Elisabeth, Demuth, Juri, Bertram, Lars, Lill, Christina M., Coassin, Stefan, Willeit, Johann, Kiechl, Stefan, Willeit, Karin, Mason, Dan, Wright, John, Morris, Richard, Wanamethee, Goya, Whincup, Peter, Ben-Shlomo, Yoav, McLachlan, Stela, Price, Jackie F., Kivimaki, Mika, Welch, Catherine, Sanchez-Galvez, Adelaida, Marques-Vidal, Pedro, Nicolaides, Andrew, Panayiotou, Andrie G., Onland-Moret, N. Charlotte, van der Schouw, Yvonne T., Matullo, Giuseppe, Fiorito, Giovanni, Guarrera, Simonetta, Sacerdote, Carlotta, Wareham, Nicholas J., Langenberg, Claudia, Scott, Robert A., Luan, Jian'an, Bobak, Martin, Malyutina, Sofia, Pajak, Andrzej, Kubinova, Ruzena, Tamosiunas, Abdonas, Pikhart, Hynek, Grarup, Niels, Pedersen, Oluf, Hansen, Torben, Linneberg, Allan, Jess, Tine, Cooper, Jackie, Humphries, Steve E., Brilliant, Murray, Kitchner, Terrie, Hakonarson, Hakon, Carrell, David S., McCarty, Catherine A., Lester, Kirchner H., Larson, Eric B., Crosslin, David R., de Andrade, Mariza, Roden, Dan M., Denny, Joshua C., Carty, Cara, Hancock, Stephen, Attia, John, Holliday, Elizabeth, Scott, Rodney, Schofield, Peter, O'Donnell, Martin, Yusuf, Salim, Chong, Michael, Pare, Guillaume, van der Harst, Pim, Said, M. Abdullah, Eppinga, Ruben N., Verweij, Niek, Snieder, Harold, Christen, Tim, Mook-Kanamori, D. O., Gustafsson, Stefan, Lind, Lars, Ingelsson, Erik, Pazoki, Raha, Franco, Oscar, Hofman, Albert, Uitterlinden, Andre, Dehghan, Abbas, Teumer, Alexander, Baumeister, Sebastian, Doerr, Marcus, Lerch, Markus M., Voelker, Uwe, Voelzke, Henry, Ward, Joey, Pell, Jill P., Meade, Tom, Christophersen, Ingrid E., Maitland-van der Zee, Anke H., Baranova, Ekaterina V., Young, Robin, Ford, Ian, Campbell, Archie, Padmanabhan, Sandosh, Bots, Michiel L., Grobbee, Diederick E., Froguel, Philippe, Thuillier, Dorothee, Roussel, Ronan, Bonnefond, Amelie, Cariou, Bertrand, Smart, Melissa, Bao, Yanchun, Kumari, Meena, Mahajan, Anubha, Hopewell, Jemma C., Seshadri, Sudha, Dale, Caroline, Costa, Rui Providencia E., Ridker, Paul M., Chasman, Daniel I., Reiner, Alex P., Ritchie, Marylyn D., Lange, Leslie A., Cornish, Alex J., Dobbins, Sara E., Hemminki, Kari, Kinnersley, Ben, Sanson, Marc, Labreche, Karim, Simon, Matthias, Bondy, Melissa, Law, Philip, Speedy, Helen, Allan, James, Li, Ni, Went, Molly, Weinhold, Niels, Morgan, Gareth, Sonneveld, Pieter, Nilsson, Bjorn, Goldschmidt, Hartmut, Sud, Amit, Engert, Andreas, Hansson, Markus, Hemingway, Harry, Asselbergs, Folkert W., Patel, Riyaz S., Keating, Brendan J., Sattar, Naveed, Houlston, Richard, Casas, Juan P., and Hingorani, Aroon D.

Abstract

Background: We characterised the phenotypic consequence of genetic variation at the PCSK9 locus and compared findings with recent trials of pharmacological inhibitors of PCSK9. Methods: Published and individual participant level data (300,000+ participants) were combined to construct a weighted PCSK9 gene-centric score (GS). Seventeen randomized placebo controlled PCSK9 inhibitor trials were included, providing data on 79,578 participants. Results were scaled to a one mmol/L lower LDL-C concentration. Results: The PCSK9 GS (comprising 4 SNPs) associations with plasma lipid and apolipoprotein levels were consistent in direction with treatment effects. The GS odds ratio (OR) for myocardial infarction (MI) was 0.53 (95% CI 0.42; 0.68), compared to a PCSK9 inhibitor effect of 0.90 (95% CI 0.86; 0.93). For ischemic stroke ORs were 0.84 (95% CI 0.57; 1.22) for the GS, compared to 0.85 (95% CI 0.78; 0.93) in the drug trials. ORs with type 2 diabetes mellitus (T2DM) were 1.29 (95% CI 1.11; 1.50) for the GS, as compared to 1.00 (95% CI 0.96; 1.04) for incident T2DM in PCSK9 inhibitor trials. No genetic associations were observed for cancer, heart failure, atrial fibrillation, chronic obstructive pulmonary disease, or Alzheimer's disease - outcomes for which large-scale trial data were unavailable. Conclusions: Genetic variation at the PCSK9 locus recapitulates the effects of therapeutic inhibition of PCSK9 on major blood lipid fractions and MI. While indicating an increased risk of T2DM, no other possible safety concerns were shown; although precision was moderate.

Published
2019
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43. Multiancestry Genome-Wide Association Study of Lipid Levels Incorporating Gene-Alcohol Interactions

Author

de Vries, Paul S., Brown, Michael R., Bentley, Amy R., Sung, Yun J., Winkler, Thomas W., Ntalla, Ioanna, Schwander, Karen, Kraja, Aldi T., Guo, Xiuqing, Franceschini, Nora, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Huffman, Jennifer E., Musani, Solomon K., Li, Changwei, Feitosa, Mary F., Richard, Melissa A., Noordam, Raymond, Aschard, Hugues, Bartz, Traci M., Bielak, Lawrence F., Deng, Xuan, Dorajoo, Rajkumar, Lohman, Kurt K., Manning, Alisa K., Rankinen, Tuomo, Smith, Albert V., Tajuddin, Salman M., Evangelou, Evangelos, Graff, Mariaelisa, Alver, Maris, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Gandin, Ilaria, Gao, Chuan, Goel, Anuj, Hagemeijer, Yanick, Harris, Sarah E., Hartwig, Fernando P., He, Meian, Horimoto, Andrea R. V. R., Hsu, Fang-Chi, Jackson, Anne U., Kasturiratne, Anuradhani, Komulainen, Pirjo, Kuehnel, Brigitte, Laguzzi, Federica, Lee, Joseph H., Luan, Jian'an, Lyytikainen, Leo-Pekka, Matoba, Nana, Nolte, Ilja M., Pietzner, Maik, Riaz, Muhammad, Said, M. Abdullah, Scott, Robert A., Sofer, Tamar, Stancakova, Alena, Takeuchi, Fumihiko, Tayo, Bamidele O., van der Most, Peter J., Varga, Tibor V., Wang, Yajuan, Ware, Erin B., Wen, Wanqing, Yanek, Lisa R., Zhang, Weihua, Zhao, Jing Hua, Afaq, Saima, Amin, Najaf, Amini, Marzyeh, Arking, Dan E., Aung, Tin, Ballantyne, Christie, Boerwinkle, Eric, Broeckel, Ulrich, Campbell, Archie, Canouil, Mickael, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Connell, John M., de Faire, Ulf, de las Fuentes, Lisa, de Mutsert, Renee, de Silva, H. Janaka, Ding, Jingzhong, Dominiczak, Anna F., Duan, Qing, Eaton, Charles B., Eppinga, Ruben N., Faul, Jessica D., Fisher, Virginia, Forrester, Terrence, Franco, Oscar H., Friedlander, Yechiel, Ghanbari, Mohsen, Giulianini, Franco, Grabe, Hans J., Grove, Megan L., Gu, C. Charles, Harris, Tamara B., Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Hixson, James E., Howard, Barbara V., Ikram, M. Arfan, Jacobs, David R., Jr., Johnson, Craig, Jonas, Jost Bruno, Kammerer, Candace M., Katsuya, Tomohiro, Khor, Chiea Chuen, Kilpelainen, Tuomas O., Koh, Woon-Puay, Koistinen, Heikki A., Kolcic, Ivana, Kooperberg, Charles, Krieger, Jose E., Kritchevsky, Steve B., Kubo, Michiaki, Kuusisto, Johanna, Lakka, Timo A., Langefeld, Carl D., Langenberg, Claudia, Launer, Lenore J., Lehne, Benjamin, Lemaitre, Rozenn N., Li, Yize, Liang, Jingjing, Liu, Jianjun, Liu, Kiang, Loh, Marie, Louie, Tin, Magi, Reedik, Manichaikul, Ani W., McKenzie, Colin A., Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, Milani, Lili, Mohlke, Karen L., Mosley, Thomas H., Jr., Mukamal, Kenneth J., Nalls, Mike A., Nauck, Matthias, Nelson, Christopher P., Sotoodehnia, Nona, O'Connell, Jeff R., Palmer, Nicholette D., Pazoki, Raha, Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Poulter, Neil, Raffel, Leslie J., Raitakari, Olli T., Reiner, Alex P., Rice, Treva K., Rich, Stephen S., Robino, Antonietta, Robinson, Jennifer G., Rose, Lynda M., Rudan, Igor, Schmidt, Carsten O., Schreiner, Pamela J., Scott, William R., Sever, Peter, Shi, Yuan, Sidney, Stephen, Sims, Mario, Smith, Blair H., Smith, Jennifer A., Snieder, Harold, Starr, John M., Strauch, Konstantin, Tan, Nicholas, Taylor, Kent D., Teo, Yik Ying, Tham, Yih Chung, Uitterlinden, Andre G., van Heemst, Diana, Vuckovic, Dragana, Waldenberger, Melanie, Wang, Lihua, Wang, Yujie, Wang, Zhe, Wei, Wen Bin, Williams, Christine, Wilson, Gregory, Sr., Wojczynski, Mary K., Yao, Jie, Yu, Bing, Yu, Caizheng, Yuan, Jian-Min, Zhao, Wei, Zonderman, Alan B., Becker, Diane M., Boehnke, Michael, Bowden, Donald W., Chambers, John C., Deary, Ian J., Esko, Tonu, Farrall, Martin, Franks, Paul W., Freedman, Barry I., Froguel, Philippe, Gasparini, Paolo, Gieger, Christian, Horta, Bernardo L., Kamatani, Yoichiro, Kato, Norihiro, Kooner, Jaspal S., Laakso, Markku, Leander, Karin, Lehtimaki, Terho, Magnusson, Patrik K. E., Penninx, Brenda, Pereira, Alexandre C., Rauramaa, Rainer, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wang, Ya Xing, Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Zheng, Wei, Elliott, Paul, North, Kari E., Bouchard, Claude, Evans, Michele K., Gudnason, Vilmundur, Liu, Ching-Ti, Liu, Yongmei, Psaty, Bruce M., Ridker, Paul M., van Dam, Rob M., Kardia, Sharon L. R., Zhu, Xiaofeng, Rotimi, Charles N., Mook-Kanamori, Dennis O., Fornage, Myriam, Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Liu, Jingmin, Rotter, Jerome I., Gauderman, W. James, Province, Michael A., Munroe, Patricia B., Rice, Kenneth, Chasman, Daniel I., Cupples, L. Adrienne, Rao, Dabeeru C., Morrison, Alanna C., de Vries, Paul S., Brown, Michael R., Bentley, Amy R., Sung, Yun J., Winkler, Thomas W., Ntalla, Ioanna, Schwander, Karen, Kraja, Aldi T., Guo, Xiuqing, Franceschini, Nora, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Huffman, Jennifer E., Musani, Solomon K., Li, Changwei, Feitosa, Mary F., Richard, Melissa A., Noordam, Raymond, Aschard, Hugues, Bartz, Traci M., Bielak, Lawrence F., Deng, Xuan, Dorajoo, Rajkumar, Lohman, Kurt K., Manning, Alisa K., Rankinen, Tuomo, Smith, Albert V., Tajuddin, Salman M., Evangelou, Evangelos, Graff, Mariaelisa, Alver, Maris, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Gandin, Ilaria, Gao, Chuan, Goel, Anuj, Hagemeijer, Yanick, Harris, Sarah E., Hartwig, Fernando P., He, Meian, Horimoto, Andrea R. V. R., Hsu, Fang-Chi, Jackson, Anne U., Kasturiratne, Anuradhani, Komulainen, Pirjo, Kuehnel, Brigitte, Laguzzi, Federica, Lee, Joseph H., Luan, Jian'an, Lyytikainen, Leo-Pekka, Matoba, Nana, Nolte, Ilja M., Pietzner, Maik, Riaz, Muhammad, Said, M. Abdullah, Scott, Robert A., Sofer, Tamar, Stancakova, Alena, Takeuchi, Fumihiko, Tayo, Bamidele O., van der Most, Peter J., Varga, Tibor V., Wang, Yajuan, Ware, Erin B., Wen, Wanqing, Yanek, Lisa R., Zhang, Weihua, Zhao, Jing Hua, Afaq, Saima, Amin, Najaf, Amini, Marzyeh, Arking, Dan E., Aung, Tin, Ballantyne, Christie, Boerwinkle, Eric, Broeckel, Ulrich, Campbell, Archie, Canouil, Mickael, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Connell, John M., de Faire, Ulf, de las Fuentes, Lisa, de Mutsert, Renee, de Silva, H. Janaka, Ding, Jingzhong, Dominiczak, Anna F., Duan, Qing, Eaton, Charles B., Eppinga, Ruben N., Faul, Jessica D., Fisher, Virginia, Forrester, Terrence, Franco, Oscar H., Friedlander, Yechiel, Ghanbari, Mohsen, Giulianini, Franco, Grabe, Hans J., Grove, Megan L., Gu, C. Charles, Harris, Tamara B., Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Hixson, James E., Howard, Barbara V., Ikram, M. Arfan, Jacobs, David R., Jr., Johnson, Craig, Jonas, Jost Bruno, Kammerer, Candace M., Katsuya, Tomohiro, Khor, Chiea Chuen, Kilpelainen, Tuomas O., Koh, Woon-Puay, Koistinen, Heikki A., Kolcic, Ivana, Kooperberg, Charles, Krieger, Jose E., Kritchevsky, Steve B., Kubo, Michiaki, Kuusisto, Johanna, Lakka, Timo A., Langefeld, Carl D., Langenberg, Claudia, Launer, Lenore J., Lehne, Benjamin, Lemaitre, Rozenn N., Li, Yize, Liang, Jingjing, Liu, Jianjun, Liu, Kiang, Loh, Marie, Louie, Tin, Magi, Reedik, Manichaikul, Ani W., McKenzie, Colin A., Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, Milani, Lili, Mohlke, Karen L., Mosley, Thomas H., Jr., Mukamal, Kenneth J., Nalls, Mike A., Nauck, Matthias, Nelson, Christopher P., Sotoodehnia, Nona, O'Connell, Jeff R., Palmer, Nicholette D., Pazoki, Raha, Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Poulter, Neil, Raffel, Leslie J., Raitakari, Olli T., Reiner, Alex P., Rice, Treva K., Rich, Stephen S., Robino, Antonietta, Robinson, Jennifer G., Rose, Lynda M., Rudan, Igor, Schmidt, Carsten O., Schreiner, Pamela J., Scott, William R., Sever, Peter, Shi, Yuan, Sidney, Stephen, Sims, Mario, Smith, Blair H., Smith, Jennifer A., Snieder, Harold, Starr, John M., Strauch, Konstantin, Tan, Nicholas, Taylor, Kent D., Teo, Yik Ying, Tham, Yih Chung, Uitterlinden, Andre G., van Heemst, Diana, Vuckovic, Dragana, Waldenberger, Melanie, Wang, Lihua, Wang, Yujie, Wang, Zhe, Wei, Wen Bin, Williams, Christine, Wilson, Gregory, Sr., Wojczynski, Mary K., Yao, Jie, Yu, Bing, Yu, Caizheng, Yuan, Jian-Min, Zhao, Wei, Zonderman, Alan B., Becker, Diane M., Boehnke, Michael, Bowden, Donald W., Chambers, John C., Deary, Ian J., Esko, Tonu, Farrall, Martin, Franks, Paul W., Freedman, Barry I., Froguel, Philippe, Gasparini, Paolo, Gieger, Christian, Horta, Bernardo L., Kamatani, Yoichiro, Kato, Norihiro, Kooner, Jaspal S., Laakso, Markku, Leander, Karin, Lehtimaki, Terho, Magnusson, Patrik K. E., Penninx, Brenda, Pereira, Alexandre C., Rauramaa, Rainer, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wang, Ya Xing, Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Zheng, Wei, Elliott, Paul, North, Kari E., Bouchard, Claude, Evans, Michele K., Gudnason, Vilmundur, Liu, Ching-Ti, Liu, Yongmei, Psaty, Bruce M., Ridker, Paul M., van Dam, Rob M., Kardia, Sharon L. R., Zhu, Xiaofeng, Rotimi, Charles N., Mook-Kanamori, Dennis O., Fornage, Myriam, Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Liu, Jingmin, Rotter, Jerome I., Gauderman, W. James, Province, Michael A., Munroe, Patricia B., Rice, Kenneth, Chasman, Daniel I., Cupples, L. Adrienne, Rao, Dabeeru C., and Morrison, Alanna C.

Abstract

A person's lipid profile is influenced by genetic variants and alcohol consumption, but the contribution of interactions between these exposures has not been studied. We therefore incorporated gene-alcohol interactions into a multiancestry genome-wide association study of levels of high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglycerides. We included 45 studies in stage 1 (genome-wide discovery) and 66 studies in stage 2 (focused follow-up), for a total of 394,584 individuals from 5 ancestry groups. Analyses covered the period July 2014-November 2017. Genetic main effects and interaction effects were jointly assessed by means of a 2-degrees-of-freedom (df) test, and a 1-df test was used to assess the interaction effects alone. Variants at 495 loci were at least suggestively associated (P < 1 x 10(-6)) with lipid levels in stage 1 and were evaluated in stage 2, followed by combined analyses of stage 1 and stage 2. In the combined analysis of stages 1 and 2, a total of 147 independent loci were associated with lipid levels at P < 5 x 10(-8) using 2-df tests, of which 18 were novel. No genome-wide-significant associations were found testing the interaction effect alone. The novel loci included several genes (proprotein convertase subtilisin/kexin type 5 (PCSK5), vascular endothelial growth factor B (VEGFB), and apolipoprotein B mRNA editing enzyme, catalytic polypeptide 1 (APOBEC1) complementation factor (A1CF)) that have a putative role in lipid metabolism on the basis of existing evidence from cellular and experimental models.

Published
2019
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44. Multi-ancestry genome-wide gene-smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids

Author

Bentley, Amy R., Sung, Yun J., Brown, Michael R., Winkler, Thomas W., Kraja, Aldi T., Ntalla, Ioanna, Schwander, Karen, Chasman, Daniel, I, Lim, Elise, Deng, Xuan, Guo, Xiuqing, Liu, Jingmin, Lu, Yingchang, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Huffman, Jennifer E., Musani, Solomon K., Li, Changwei, Feitosa, Mary F., Richard, Melissa A., Noordam, Raymond, Baker, Jenna, Chen, Guanjie, Aschard, Hugues, Bartz, Traci M., Ding, Jingzhong, Dorajoo, Rajkumar, Manning, Alisa K., Rankinen, Tuomo, Smith, Albert, V, Tajuddin, Salman M., Zhao, Wei, Graff, Mariaelisa, Alver, Maris, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Evangelou, Evangelos, Gao, Chuan, Goel, Anuj, Hagemeijer, Yanick, Harris, Sarah E., Hartwig, Fernando P., He, Meian, Horimoto, Andrea R. V. R., Hsu, Fang-Chi, Hung, Yi-Jen, Jackson, Anne U., Kasturiratne, Anuradhani, Komulainen, Pirjo, Kuehnel, Brigitte, Leander, Karin, Lin, Keng-Hung, Luan, Jian'an, Lyytikainen, Leo-Pekka, Matoba, Nana, Nolte, Ilja M., Pietzner, Maik, Prins, Bram, Riaz, Muhammad, Robino, Antonietta, Said, M. Abdullah, Schupf, Nicole, Scott, Robert A., Sofer, Tamar, Stancakova, Alena, Takeuchi, Fumihiko, Tayo, Bamidele O., van der Most, Peter J., Varga, Tibor V., Wang, Tzung-Dau, Wang, Yajuan, Ware, Erin B., Wen, Wanqing, Xiang, Yong-Bing, Yanek, Lisa R., Zhang, Weihua, Zhao, Jing Hua, Adeyemo, Adebowale, Afaq, Saima, Amin, Najaf, Amini, Marzyeh, Arking, Dan E., Arzumanyan, Zorayr, Aung, Tin, Ballantyne, Christie, Barr, R. Graham, Bielak, Lawrence F., Boerwinkle, Eric, Bottinger, Erwin P., Broeckel, Ulrich, Brown, Morris, Cade, Brian E., Campbell, Archie, Canouil, Mickael, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Christensen, Kaare, Concas, Maria Pina, Connell, John M., de las Fuentes, Lisa, de Silva, H. Janaka, de Vries, Paul S., Doumatey, Ayo, Duan, Qing, Eaton, Charles B., Eppinga, Ruben N., Faul, Jessica D., Floyd, James S., Forouhi, Nita G., Forrester, Terrence, Friedlander, Yechiel, Gandin, Ilaria, Gao, He, Ghanbari, Mohsen, Gharib, Sina A., Gigante, Bruna, Giulianini, Franco, Grabe, Hans J., Gu, C. Charles, Harris, Tamara B., Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Hixson, James E., Ikram, M. Arfan, Jia, Yucheng, Joehanes, Roby, Johnson, Craig, Jonas, Jost Bruno, Justice, Anne E., Katsuya, Tomohiro, Khor, Chiea Chuen, Kilpelainen, Tuomas O., Koh, Woon-Puay, Kolcic, Ivana, Kooperberg, Charles, Krieger, Jose E., Kritchevsky, Stephen B., Kubo, Michiaki, Kuusisto, Johanna, Lakka, Timo A., Langefeld, Carl D., Langenberg, Claudia, Launer, Lenore J., Lehne, Benjamin, Lewis, Cora E., Li, Yize, Liang, Jingjing, Lin, Shiow, Liu, Ching-Ti, Liu, Jianjun, Liu, Kiang, Loh, Marie, Lohman, Kurt K., Louie, Tin, Luzzi, Anna, Magi, Reedik, Mahajan, Anubha, Manichaikul, Ani W., McKenzie, Colin A., Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, Milani, Lili, Mohlke, Karen L., Momozawa, Yukihide, Morris, Andrew P., Murray, Alison D., Nalls, Mike A., Nauck, Matthias, Nelson, Christopher P., North, Kari E., O'Connell, Jeffrey R., Palmer, Nicholette D., Papanicolau, George J., Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Poulter, Neil, Raitakari, Olli T., Reiner, Alex P., Renstrom, Frida, Rice, Treva K., Rich, Stephen S., Robinson, Jennifer G., Rose, Lynda M., Rosendaal, Frits R., Rudan, Igor, Schmidt, Carsten O., Schreiner, Pamela J., Scott, William R., Sever, Peter, Shi, Yuan, Sidney, Stephen, Sims, Mario, Smith, Jennifer A., Snieder, Harold, Starr, John M., Strauch, Konstantin, Stringham, Heather M., Tan, Nicholas Y. Q., Tang, Hua, Taylor, Kent D., Teo, Yik Ying, Tham, Yih Chung, Tiemeier, Henning, Turner, Stephen T., Uitterlinden, Andre G., van Heemst, Diana, Waldenberger, Melanie, Wang, Heming, Wang, Lan, Wang, Lihua, Wei, Wen Bin, Williams, Christine A., Wilson, Gregory, Sr., Wojczynski, Mary K., Yao, Jie, Young, Kristin, Yu, Caizheng, Yuan, Jian-Min, Zhou, Jie, Zonderman, Alan B., Becker, Diane M., Boehnke, Michael, Bowden, Donald W., Chambers, John C., Cooper, Richard S., de Faire, Ulf, Deary, Ian J., Elliott, Paul, Esko, Tonu, Farrall, Martin, Franks, Paul W., Freedman, Barry, I, Froguel, Philippe, Gasparini, Paolo, Gieger, Christian, Horta, Bernardo L., Juang, Jyh-Ming Jimmy, Kamatani, Yoichiro, Kammerer, Candace M., Kato, Norihiro, Kooner, Jaspal S., Laakso, Markku, Laurie, Cathy C., Lee, I-Te, Lehtimaki, Terho, Magnusson, Patrik K. E., Oldehinkel, Albertine J., Penninx, Brenda W. J. H., Pereira, Alexandre C., Rauramaa, Rainer, Redline, Susan, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wang, Jun-Sing, Wang, Ya Xing, Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Wu, Tangchun, Zeggini, Eleftheria, Zheng, Wei, Bouchard, Claude, Evans, Michele K., Gudnason, Vilmundur, Kardia, Sharon L. R., Liu, Yongmei, Psaty, Bruce M., Ridker, Paul M., van Dam, Rob M., Mook-Kanamori, Dennis O., Fornage, Myriam, Province, Michael A., Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Loos, Ruth J. F., Franceschini, Nora, Rotter, Jerome, I, Zhu, Xiaofeng, Bierut, Laura J., Gauderman, W. James, Rice, Kenneth, Munroe, Patricia B., Morrison, Alanna C., Rao, Dabeeru C., Rotimi, Charles N., Cupples, L. Adrienne, Bentley, Amy R., Sung, Yun J., Brown, Michael R., Winkler, Thomas W., Kraja, Aldi T., Ntalla, Ioanna, Schwander, Karen, Chasman, Daniel, I, Lim, Elise, Deng, Xuan, Guo, Xiuqing, Liu, Jingmin, Lu, Yingchang, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Huffman, Jennifer E., Musani, Solomon K., Li, Changwei, Feitosa, Mary F., Richard, Melissa A., Noordam, Raymond, Baker, Jenna, Chen, Guanjie, Aschard, Hugues, Bartz, Traci M., Ding, Jingzhong, Dorajoo, Rajkumar, Manning, Alisa K., Rankinen, Tuomo, Smith, Albert, V, Tajuddin, Salman M., Zhao, Wei, Graff, Mariaelisa, Alver, Maris, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Evangelou, Evangelos, Gao, Chuan, Goel, Anuj, Hagemeijer, Yanick, Harris, Sarah E., Hartwig, Fernando P., He, Meian, Horimoto, Andrea R. V. R., Hsu, Fang-Chi, Hung, Yi-Jen, Jackson, Anne U., Kasturiratne, Anuradhani, Komulainen, Pirjo, Kuehnel, Brigitte, Leander, Karin, Lin, Keng-Hung, Luan, Jian'an, Lyytikainen, Leo-Pekka, Matoba, Nana, Nolte, Ilja M., Pietzner, Maik, Prins, Bram, Riaz, Muhammad, Robino, Antonietta, Said, M. Abdullah, Schupf, Nicole, Scott, Robert A., Sofer, Tamar, Stancakova, Alena, Takeuchi, Fumihiko, Tayo, Bamidele O., van der Most, Peter J., Varga, Tibor V., Wang, Tzung-Dau, Wang, Yajuan, Ware, Erin B., Wen, Wanqing, Xiang, Yong-Bing, Yanek, Lisa R., Zhang, Weihua, Zhao, Jing Hua, Adeyemo, Adebowale, Afaq, Saima, Amin, Najaf, Amini, Marzyeh, Arking, Dan E., Arzumanyan, Zorayr, Aung, Tin, Ballantyne, Christie, Barr, R. Graham, Bielak, Lawrence F., Boerwinkle, Eric, Bottinger, Erwin P., Broeckel, Ulrich, Brown, Morris, Cade, Brian E., Campbell, Archie, Canouil, Mickael, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Christensen, Kaare, Concas, Maria Pina, Connell, John M., de las Fuentes, Lisa, de Silva, H. Janaka, de Vries, Paul S., Doumatey, Ayo, Duan, Qing, Eaton, Charles B., Eppinga, Ruben N., Faul, Jessica D., Floyd, James S., Forouhi, Nita G., Forrester, Terrence, Friedlander, Yechiel, Gandin, Ilaria, Gao, He, Ghanbari, Mohsen, Gharib, Sina A., Gigante, Bruna, Giulianini, Franco, Grabe, Hans J., Gu, C. Charles, Harris, Tamara B., Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Hixson, James E., Ikram, M. Arfan, Jia, Yucheng, Joehanes, Roby, Johnson, Craig, Jonas, Jost Bruno, Justice, Anne E., Katsuya, Tomohiro, Khor, Chiea Chuen, Kilpelainen, Tuomas O., Koh, Woon-Puay, Kolcic, Ivana, Kooperberg, Charles, Krieger, Jose E., Kritchevsky, Stephen B., Kubo, Michiaki, Kuusisto, Johanna, Lakka, Timo A., Langefeld, Carl D., Langenberg, Claudia, Launer, Lenore J., Lehne, Benjamin, Lewis, Cora E., Li, Yize, Liang, Jingjing, Lin, Shiow, Liu, Ching-Ti, Liu, Jianjun, Liu, Kiang, Loh, Marie, Lohman, Kurt K., Louie, Tin, Luzzi, Anna, Magi, Reedik, Mahajan, Anubha, Manichaikul, Ani W., McKenzie, Colin A., Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, Milani, Lili, Mohlke, Karen L., Momozawa, Yukihide, Morris, Andrew P., Murray, Alison D., Nalls, Mike A., Nauck, Matthias, Nelson, Christopher P., North, Kari E., O'Connell, Jeffrey R., Palmer, Nicholette D., Papanicolau, George J., Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Poulter, Neil, Raitakari, Olli T., Reiner, Alex P., Renstrom, Frida, Rice, Treva K., Rich, Stephen S., Robinson, Jennifer G., Rose, Lynda M., Rosendaal, Frits R., Rudan, Igor, Schmidt, Carsten O., Schreiner, Pamela J., Scott, William R., Sever, Peter, Shi, Yuan, Sidney, Stephen, Sims, Mario, Smith, Jennifer A., Snieder, Harold, Starr, John M., Strauch, Konstantin, Stringham, Heather M., Tan, Nicholas Y. Q., Tang, Hua, Taylor, Kent D., Teo, Yik Ying, Tham, Yih Chung, Tiemeier, Henning, Turner, Stephen T., Uitterlinden, Andre G., van Heemst, Diana, Waldenberger, Melanie, Wang, Heming, Wang, Lan, Wang, Lihua, Wei, Wen Bin, Williams, Christine A., Wilson, Gregory, Sr., Wojczynski, Mary K., Yao, Jie, Young, Kristin, Yu, Caizheng, Yuan, Jian-Min, Zhou, Jie, Zonderman, Alan B., Becker, Diane M., Boehnke, Michael, Bowden, Donald W., Chambers, John C., Cooper, Richard S., de Faire, Ulf, Deary, Ian J., Elliott, Paul, Esko, Tonu, Farrall, Martin, Franks, Paul W., Freedman, Barry, I, Froguel, Philippe, Gasparini, Paolo, Gieger, Christian, Horta, Bernardo L., Juang, Jyh-Ming Jimmy, Kamatani, Yoichiro, Kammerer, Candace M., Kato, Norihiro, Kooner, Jaspal S., Laakso, Markku, Laurie, Cathy C., Lee, I-Te, Lehtimaki, Terho, Magnusson, Patrik K. E., Oldehinkel, Albertine J., Penninx, Brenda W. J. H., Pereira, Alexandre C., Rauramaa, Rainer, Redline, Susan, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wang, Jun-Sing, Wang, Ya Xing, Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Wu, Tangchun, Zeggini, Eleftheria, Zheng, Wei, Bouchard, Claude, Evans, Michele K., Gudnason, Vilmundur, Kardia, Sharon L. R., Liu, Yongmei, Psaty, Bruce M., Ridker, Paul M., van Dam, Rob M., Mook-Kanamori, Dennis O., Fornage, Myriam, Province, Michael A., Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Loos, Ruth J. F., Franceschini, Nora, Rotter, Jerome, I, Zhu, Xiaofeng, Bierut, Laura J., Gauderman, W. James, Rice, Kenneth, Munroe, Patricia B., Morrison, Alanna C., Rao, Dabeeru C., Rotimi, Charles N., and Cupples, L. Adrienne

Abstract

The concentrations of high- and low-density-lipoprotein cholesterol and triglycerides are influenced by smoking, but it is unknown whether genetic associations with lipids may be modified by smoking. We conducted a multi-ancestry genome-wide gene-smoking interaction study in 133,805 individuals with follow-up in an additional 253,467 individuals. Combined meta-analyses identified 13 new loci associated with lipids, some of which were detected only because association differed by smoking status. Additionally, we demonstrate the importance of including diverse populations, particularly in studies of interactions with lifestyle factors, where genomic and lifestyle differences by ancestry may contribute to novel findings.

Published
2019
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45. Phenome-wide association analysis of LDL-cholesterol lowering genetic variants in PCSK9

Author

Planningssecretariaat HCK, Onderzoek Precision medicine, Cardiovasculaire Epi Team 3, Circulatory Health, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, JC onderzoeksprogramma Kanker, Brain, Cancer, Cardiovasculaire Epidemiologie, Epi Methoden Team 6, Aios en Stafsecr. Cardiologie, Cardiovasculaire Epi Team 5, Cardiovasculaire Epi Team 9, Team Medisch, Schmidt, Amand F., Holmes, Michael V., Preiss, David, Swerdlow, Daniel I., Denaxas, Spiros, Fatemifar, Ghazaleh, Faraway, Rupert, Finan, Chris, Valentine, Dennis, Fairhurst-Hunter, Zammy, Hartwig, Fernando Pires, Horta, Bernardo Lessa, Hypponen, Elina, Power, Christine, Moldovan, Max, Van Iperen, Erik, Hovingh, Kees, Demuth, Ilja, Norman, Kristina, Steinhagen-Thiessen, Elisabeth, Demuth, Juri, Bertram, Lars, Lill, Christina M., Coassin, Stefan, Willeit, Johann, Kiechl, Stefan, Willeit, Karin, Mason, Dan, Wright, John, Morris, Richard, Wanamethee, Goya, Whincup, Peter, Ben-Shlomo, Yoav, McLachlan, Stela, Price, Jackie F., Kivimaki, Mika, Welch, Catherine, Sanchez-Galvez, Adelaida, Marques-Vidal, Pedro, Nicolaides, Andrew, Panayiotou, Andrie G., Onland-Moret, N. Charlotte, Van Der Schouw, Yvonne T., Matullo, Giuseppe, Fiorito, Giovanni, Guarrera, Simonetta, Sacerdote, Carlotta, Wareham, Nicholas J., Langenberg, Claudia, Scott, Robert A., Luan, Jian'An, Bobak, Martin, Malyutina, Sofia, Pajak, Andrzej, Kubinova, Ruzena, Tamosiunas, Abdonas, Pikhart, Hynek, Grarup, Niels, Pedersen, Oluf, Hansen, Torben, Linneberg, Allan, Jess, Tine, Cooper, Jackie, Humphries, Steve E., Brilliant, Murray, Kitchner, Terrie, Hakonarson, Hakon, Carrell, David S., McCarty, Catherine A., Lester, Kirchner H., Larson, Eric B., Crosslin, David R., De Andrade, Mariza, Roden, Dan M., Denny, Joshua C., Carty, Cara, Hancock, Stephen, Attia, John, Holliday, Elizabeth, Scott, Rodney, Schofield, Peter, O'Donnell, Martin, Yusuf, Salim, Chong, Michael, Pare, Guillaume, Van Der Harst, Pim, Said, M. Abdullah, Eppinga, Ruben N., Verweij, Niek, Snieder, Harold, Christen, Tim, Mook-Kanamori, D. O., Gustafsson, Stefan, Lind, Lars, Ingelsson, Erik, Pazoki, Raha, Franco, Oscar, Hofman, Albert, Uitterlinden, Andre, Dehghan, Abbas, Teumer, Alexander, Baumeister, Sebastian, Dörr, Marcus, Lerch, Markus M., Völker, Uwe, Völzke, Henry, Ward, Joey, Pell, Jill P., Meade, Tom, Christophersen, Ingrid E., Maitland-Van Der Zee, Anke H., Baranova, Ekaterina V., Young, Robin, Ford, Ian, Campbell, Archie, Padmanabhan, Sandosh, Bots, Michiel L., Grobbee, Diederick E., Froguel, Philippe, Thuillier, Dorothée, Roussel, Ronan, Bonnefond, Amélie, Cariou, Bertrand, Smart, Melissa, Bao, Yanchun, Kumari, Meena, Mahajan, Anubha, Hopewell, Jemma C., Seshadri, Sudha, Dale, Caroline, Costa, Rui Providencia E., Ridker, Paul M., Chasman, Daniel I., Reiner, Alex P., Ritchie, Marylyn D., Lange, Leslie A., Cornish, Alex J., Dobbins, Sara E., Hemminki, Kari, Kinnersley, Ben, Sanson, Marc, Labreche, Karim, Simon, Matthias, Bondy, Melissa, Law, Philip, Speedy, Helen, Allan, James, Li, Ni, Went, Molly, Weinhold, Niels, Morgan, Gareth, Sonneveld, Pieter, Nilsson, Björn, Goldschmidt, Hartmut, Sud, Amit, Engert, Andreas, Hansson, Markus, Hemingway, Harry, Asselbergs, Folkert W., Patel, Riyaz S., Keating, Brendan J., Sattar, Naveed, Houlston, Richard, Casas, Juan P., Hingorani, Aroon D., Planningssecretariaat HCK, Onderzoek Precision medicine, Cardiovasculaire Epi Team 3, Circulatory Health, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, JC onderzoeksprogramma Kanker, Brain, Cancer, Cardiovasculaire Epidemiologie, Epi Methoden Team 6, Aios en Stafsecr. Cardiologie, Cardiovasculaire Epi Team 5, Cardiovasculaire Epi Team 9, Team Medisch, Schmidt, Amand F., Holmes, Michael V., Preiss, David, Swerdlow, Daniel I., Denaxas, Spiros, Fatemifar, Ghazaleh, Faraway, Rupert, Finan, Chris, Valentine, Dennis, Fairhurst-Hunter, Zammy, Hartwig, Fernando Pires, Horta, Bernardo Lessa, Hypponen, Elina, Power, Christine, Moldovan, Max, Van Iperen, Erik, Hovingh, Kees, Demuth, Ilja, Norman, Kristina, Steinhagen-Thiessen, Elisabeth, Demuth, Juri, Bertram, Lars, Lill, Christina M., Coassin, Stefan, Willeit, Johann, Kiechl, Stefan, Willeit, Karin, Mason, Dan, Wright, John, Morris, Richard, Wanamethee, Goya, Whincup, Peter, Ben-Shlomo, Yoav, McLachlan, Stela, Price, Jackie F., Kivimaki, Mika, Welch, Catherine, Sanchez-Galvez, Adelaida, Marques-Vidal, Pedro, Nicolaides, Andrew, Panayiotou, Andrie G., Onland-Moret, N. Charlotte, Van Der Schouw, Yvonne T., Matullo, Giuseppe, Fiorito, Giovanni, Guarrera, Simonetta, Sacerdote, Carlotta, Wareham, Nicholas J., Langenberg, Claudia, Scott, Robert A., Luan, Jian'An, Bobak, Martin, Malyutina, Sofia, Pajak, Andrzej, Kubinova, Ruzena, Tamosiunas, Abdonas, Pikhart, Hynek, Grarup, Niels, Pedersen, Oluf, Hansen, Torben, Linneberg, Allan, Jess, Tine, Cooper, Jackie, Humphries, Steve E., Brilliant, Murray, Kitchner, Terrie, Hakonarson, Hakon, Carrell, David S., McCarty, Catherine A., Lester, Kirchner H., Larson, Eric B., Crosslin, David R., De Andrade, Mariza, Roden, Dan M., Denny, Joshua C., Carty, Cara, Hancock, Stephen, Attia, John, Holliday, Elizabeth, Scott, Rodney, Schofield, Peter, O'Donnell, Martin, Yusuf, Salim, Chong, Michael, Pare, Guillaume, Van Der Harst, Pim, Said, M. Abdullah, Eppinga, Ruben N., Verweij, Niek, Snieder, Harold, Christen, Tim, Mook-Kanamori, D. O., Gustafsson, Stefan, Lind, Lars, Ingelsson, Erik, Pazoki, Raha, Franco, Oscar, Hofman, Albert, Uitterlinden, Andre, Dehghan, Abbas, Teumer, Alexander, Baumeister, Sebastian, Dörr, Marcus, Lerch, Markus M., Völker, Uwe, Völzke, Henry, Ward, Joey, Pell, Jill P., Meade, Tom, Christophersen, Ingrid E., Maitland-Van Der Zee, Anke H., Baranova, Ekaterina V., Young, Robin, Ford, Ian, Campbell, Archie, Padmanabhan, Sandosh, Bots, Michiel L., Grobbee, Diederick E., Froguel, Philippe, Thuillier, Dorothée, Roussel, Ronan, Bonnefond, Amélie, Cariou, Bertrand, Smart, Melissa, Bao, Yanchun, Kumari, Meena, Mahajan, Anubha, Hopewell, Jemma C., Seshadri, Sudha, Dale, Caroline, Costa, Rui Providencia E., Ridker, Paul M., Chasman, Daniel I., Reiner, Alex P., Ritchie, Marylyn D., Lange, Leslie A., Cornish, Alex J., Dobbins, Sara E., Hemminki, Kari, Kinnersley, Ben, Sanson, Marc, Labreche, Karim, Simon, Matthias, Bondy, Melissa, Law, Philip, Speedy, Helen, Allan, James, Li, Ni, Went, Molly, Weinhold, Niels, Morgan, Gareth, Sonneveld, Pieter, Nilsson, Björn, Goldschmidt, Hartmut, Sud, Amit, Engert, Andreas, Hansson, Markus, Hemingway, Harry, Asselbergs, Folkert W., Patel, Riyaz S., Keating, Brendan J., Sattar, Naveed, Houlston, Richard, Casas, Juan P., and Hingorani, Aroon D.

Published
2019

46. Smoking does not accelerate leucocyte telomere attrition:A meta-analysis of 18 longitudinal cohorts

Author

Bateson, Melissa, Aviv, Abraham, Bendix, Laila, Benetos, Athanase, Ben-Shlomo, Yoav, Bojesen, Stig E., Cooper, Cyrus, Cooper, Rachel, Deary, Ian J., Hägg, Sara, Harris, Sarah E., Kark, Jeremy D., Kronenberg, Florian, Kuh, Diana, Labat, Carlos, Martin-Ruiz, Carmen M., Meyer, Craig, Nordestgaard, Børge G., Penninx, Brenda W.J.H., Pepper, Gillian V., Révész, Dóra, Said, M. Abdullah, Starr, John M., Syddall, Holly, Thomson, William Murray, Van Der Harst, Pim, Whooley, Mary, Von Zglinicki, Thomas, Willeit, Peter, Zhan, Yiqiang, Nettle, Daniel, Bateson, Melissa, Aviv, Abraham, Bendix, Laila, Benetos, Athanase, Ben-Shlomo, Yoav, Bojesen, Stig E., Cooper, Cyrus, Cooper, Rachel, Deary, Ian J., Hägg, Sara, Harris, Sarah E., Kark, Jeremy D., Kronenberg, Florian, Kuh, Diana, Labat, Carlos, Martin-Ruiz, Carmen M., Meyer, Craig, Nordestgaard, Børge G., Penninx, Brenda W.J.H., Pepper, Gillian V., Révész, Dóra, Said, M. Abdullah, Starr, John M., Syddall, Holly, Thomson, William Murray, Van Der Harst, Pim, Whooley, Mary, Von Zglinicki, Thomas, Willeit, Peter, Zhan, Yiqiang, and Nettle, Daniel

Abstract

Smoking is associated with shorter leucocyte telomere length (LTL), a biomarker of increased morbidity and reduced longevity. This association is widely interpreted as evidence that smoking causes accelerated LTL attrition in adulthood, but the evidence for this is inconsistent. We analysed the association between smoking and LTL dynamics in 18 longitudinal cohorts. The dataset included data from 12 579 adults (4678 current smokers and 7901 non-smokers) over a mean follow-up interval of 8.6 years. Meta-analysis confirmed a cross-sectional difference in LTL between smokers and non-smokers, with mean LTL 84.61 bp shorter in smokers (95% CI: 22.62 to 146.61). However, LTL attrition was only 0.51 bp yr-1 faster in smokers than in non-smokers (95% CI: -2.09 to 1.08), a difference that equates to only 1.32% of the estimated age-related loss of 38.33 bp yr-1. Assuming a linear effect of smoking, 167 years of smoking would be required to generate the observed cross-sectional difference in LTL. Therefore, the difference in LTL between smokers and non-smokers is extremely unlikely to be explained by a linear, causal effect of smoking. Selective adoption, whereby individuals with short telomeres are more likely to start smoking, needs to be considered as a more plausible explanation for the observed pattern of telomere dynamics.

Published
2019

47. Smoking does not accelerate leukocyte telomere attrition: a meta-analysis of 18 longitudinal cohorts

Author

Bateson, Melissa, Aviv, Abraham, Bendix, Laila, Benetos, Athanase, Ben-Shlomo, Yoav, Bojesen, Stig E., Cooper, Cyrus, Cooper, Rachel, Deary, Ian J., Hägg, Sara, Harris, Sarah E., Kark, Jeremy D., Kronenberg, Florian, Kuh, Diana, Labat, Carlos, Martin-Ruiz, Carmen M., Meyer, Craig, Nordestgaard, Børge G., Penninx, Brenda WJH, Pepper, Gillian V, Révész, Dóra, Said, M Abdullah, Starr, John M, Syddall, Holly, Thompson, William Murray, van der Harst, Pim, Whooley, Mary, von Zglinicki, Thomas, Willeit, Peter, Zhan, Yiqiang, and Nettle, Daniel

Subjects
longitudinal, behavior and behavior mechanisms, telomere length, telomere attrition, smoking, biological age
Abstract

Preprint of mansuscript currently submitted for publication. Abstract: Smoking is associated with shorter leukocyte telomere length (LTL), a biomarker of increased morbidity and reduced longevity. This association is widely interpreted as evidence that smoking accelerates LTL attrition. However, an alternative hypothesis is that individuals with shorter telomeres are more likely to start smoking. Both hypotheses predict a cross-sectional difference in LTL between smokers and non-smokers, but the acceleration hypothesis additionally predicts an association between smoking and LTL attrition. We analysed the association between smoking and LTL dynamics in 18 longitudinal cohorts. The dataset included data from 12,579 adults (4678 current smokers and 7901 non-smokers) over a mean follow-up interval of 8.6 years. Meta-analysis confirmed a cross-sectional difference in LTL between smokers and non-smokers, with mean LTL 78.83 bp shorter in smokers (95% CI: 21.09 to 136.58). However, LTL attrition was a negligible 0.44 bp/year faster in smokers than in non-smokers (95% CI: -1.83 to 0.95), a difference that equates to only 1.23% of the estimated age-related loss of 35.71 bp/year. Assuming a linear effect of smoking, at least 177 years of smoking would be required to generate the observed cross-sectional difference in LTL. It is therefore unlikely that smoking causes the difference in LTL between smokers and non-smokers.

Published
2018
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48. Smoking does not accelerate leukocyte telomere attrition: a meta-analysis of 18 longitudinal cohorts

Author

Melissa Bateson, Aviv, Abraham, Bendix, Laila, Benetos, Athanase, Ben-Shlomo, Yoav, Bojesen, Stig E., Cooper, Cyrus, Cooper, Rachel, Deary, Ian J., Hägg, Sara, Harris, Sarah E., Kark, Jeremy D., Kronenberg, Florian, Kuh, Diana, Labat, Carlos, Martin-Ruiz, Carmen M., Meyer, Craig, Nordestgaard, Børge G., Penninx, Brenda WJH, Pepper, Gillian V, Révész, Dóra, Said, M Abdullah, Starr, John M, and Syd

Published
2018
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50. Multi-ancestry GWAS of the electrocardiographic PR interval identifies 210 loci underlying cardiac conduction

Author

Ntalla, Ioanna, primary, Weng, Lu-Chen, additional, Cartwright, James H., additional, Hall, Amelia Weber, additional, Sveinbjornsson, Gardar, additional, Tucker, Nathan R., additional, Choi, Seung Hoan, additional, Chaffin, Mark D., additional, Roselli, Carolina, additional, Barnes, Michael R., additional, Mifsud, Borbala, additional, Warren, Helen R., additional, Hayward, Caroline, additional, Marten, Jonathan, additional, Cranley, James J., additional, Concas, Maria Pina, additional, Gasparini, Paolo, additional, Boutin, Thibaud, additional, Kolcic, Ivana, additional, Polasek, Ozren, additional, Rudan, Igor, additional, Araujo, Nathalia M., additional, Lima-Costa, Maria Fernanda, additional, Ribeiro, Antonio Luiz P., additional, Souza, Renan P., additional, Tarazona-Santos, Eduardo, additional, Giedraitis, Vilmantas, additional, Ingelsson, Erik, additional, Mahajan, Anubha, additional, Morris, Andrew P., additional, Fabiola Del, Greco M., additional, Foco, Luisa, additional, Gögele, Martin, additional, Hicks, Andrew A., additional, Cook, James P., additional, Lind, Lars, additional, Lindgren, Cecilia M., additional, Sundström, Johan, additional, Nelson, Christopher P., additional, Riaz, Muhammad B., additional, Samani, Nilesh J., additional, Sinagra, Gianfranco, additional, Ulivi, Sheila, additional, Kähönen, Mika, additional, Mishra, Pashupati P., additional, Mononen, Nina, additional, Nikus, Kjell, additional, Caulfield, Mark J., additional, Dominiczak, Anna, additional, Padmanabhan, Sandosh, additional, Montasser, May E., additional, O’Connell, Jeff R., additional, Ryan, Kathleen, additional, Shuldiner, Alan R., additional, Aeschbacher, Stefanie, additional, Conen, David, additional, Risch, Lorenz, additional, Thériault, Sébastien, additional, Hutri-Kähönen, Nina, additional, Lehtimäki, Terho, additional, Lyytikäinen, Leo-Pekka, additional, Raitakari, Olli T., additional, Barnes, Catriona L. K., additional, Campbell, Harry, additional, Joshi, Peter K., additional, Wilson, James F., additional, Isaacs, Aaron, additional, Kors, Jan A., additional, van Duijn, Cornelia M., additional, Huang, Paul L., additional, Gudnason, Vilmundur, additional, Harris, Tamara B., additional, Launer, Lenore J., additional, Smith, Albert V., additional, Bottinger, Erwin P., additional, Loos, Ruth J. F., additional, Nadkarni, Girish N., additional, Preuss, Michael H., additional, Correa, Adolfo, additional, Mei, Hao, additional, Wilson, James, additional, Meitinger, Thomas, additional, Müller-Nurasyid, Martina, additional, Peters, Annette, additional, Waldenberger, Melanie, additional, Mangino, Massimo, additional, Spector, Timothy D., additional, Rienstra, Michiel, additional, van de Vegte, Yordi J., additional, van der Harst, Pim, additional, Verweij, Niek, additional, Kääb, Stefan, additional, Schramm, Katharina, additional, Sinner, Moritz F., additional, Strauch, Konstantin, additional, Cutler, Michael J., additional, Fatkin, Diane, additional, London, Barry, additional, Olesen, Morten, additional, Roden, Dan M., additional, Shoemaker, M. Benjamin, additional, Smith, J. Gustav, additional, Biggs, Mary L., additional, Bis, Joshua C., additional, Brody, Jennifer A., additional, Psaty, Bruce M., additional, Rice, Ken, additional, Sotoodehnia, Nona, additional, De Grandi, Alessandro, additional, Fuchsberger, Christian, additional, Pattaro, Cristian, additional, Pramstaller, Peter P., additional, Ford, Ian, additional, Jukema, J. Wouter, additional, Macfarlane, Peter W., additional, Trompet, Stella, additional, Dörr, Marcus, additional, Felix, Stephan B., additional, Völker, Uwe, additional, Weiss, Stefan, additional, Havulinna, Aki S., additional, Jula, Antti, additional, Sääksjärvi, Katri, additional, Salomaa, Veikko, additional, Guo, Xiuqing, additional, Heckbert, Susan R., additional, Lin, Henry J., additional, Rotter, Jerome I., additional, Taylor, Kent D., additional, Yao, Jie, additional, de Mutsert, Renée, additional, Maan, Arie C., additional, Mook-Kanamori, Dennis O., additional, Noordam, Raymond, additional, Cucca, Francesco, additional, Ding, Jun, additional, Lakatta, Edward G., additional, Qian, Yong, additional, Tarasov, Kirill V., additional, Levy, Daniel, additional, Lin, Honghuang, additional, Newton-Cheh, Christopher H., additional, Lunetta, Kathryn L., additional, Murray, Alison D., additional, Porteous, David J., additional, Smith, Blair H., additional, Stricker, Bruno H., additional, Uitterlinden, André, additional, van den Berg, Marten E., additional, Haessler, Jeffrey, additional, Jackson, Rebecca D., additional, Kooperberg, Charles, additional, Peters, Ulrike, additional, Reiner, Alexander P., additional, Whitsel, Eric A., additional, Alonso, Alvaro, additional, Arking, Dan E., additional, Boerwinkle, Eric, additional, Ehret, Georg B., additional, Soliman, Elsayed Z., additional, Avery, Christy L., additional, Gogarten, Stephanie M., additional, Kerr, Kathleen F., additional, Laurie, Cathy C., additional, Seyerle, Amanda A., additional, Stilp, Adrienne, additional, Assa, Solmaz, additional, Said, M. Abdullah, additional, van der Ende, M. Yldau, additional, Lambiase, Pier D., additional, Orini, Michele, additional, Ramirez, Julia, additional, Van Duijvenboden, Stefan, additional, Arnar, David O., additional, Gudbjartsson, Daniel F., additional, Holm, Hilma, additional, Sulem, Patrick, additional, Thorleifsson, Gudmar, additional, Thorolfsdottir, Rosa B., additional, Thorsteinsdottir, Unnur, additional, Benjamin, Emelia J., additional, Tinker, Andrew, additional, Stefansson, Kari, additional, Ellinor, Patrick T., additional, Jamshidi, Yalda, additional, Lubitz, Steven A., additional, and Munroe, Patricia B., additional

Published
2019
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