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51. Improved polygenic prediction by Bayesian multiple regression on summary statistics

Author: Lloyd-Jones, Luke R., primary, Zeng, Jian, additional, Sidorenko, Julia, additional, Yengo, Loïc, additional, Moser, Gerhard, additional, Kemper, Kathryn E., additional, Wang, Huanwei, additional, Zheng, Zhili, additional, Magi, Reedik, additional, Esko, Tonu, additional, Metspalu, Andres, additional, Wray, Naomi R., additional, Goddard, Michael E., additional, Yang, Jian, additional, and Visscher, Peter M., additional
Published: 2019
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52. Genome-wide association meta-analysis of fish and EPA+DHA consumption in 17 US and European cohorts

Author: Panos Deloukas, Mia-Maria Perälä, Andres Metspalu, Frank J. A. van Rooij, Lyn M. Steffen, Antti Jula, Aarno Palotie, Julius S. Ngwa, Markus Perola, Paul F. Jacques, K. Harald, Denise K. Houston, Johan G. Eriksson, Daniel I. Chasman, Albert Hofman, Veikko Salomaa, Vera Mikkilä, Jorma Viikari, André G. Uitterlinden, Rozenn N. Lemaitre, Lu Qi, Kati Kristiansson, George Dedoussis, Olli T. Raitakari, Paul Knekt, Loukianos S. Rallidis, Nike A. Nalls, Marcia C de Oliveira Otto, Dariush Mozaffarian, Luigi Ferrucci, Oscar H. Franco, Yongmei Liu, Stephen B. Kritchevsky, Jari Lahti, Terho Lehtimäki, Jennifer A. Nettleton, Paul M. Ridker, Dena G. Hernandez, Audrey Y. Chu, Luc Djoussé, David S. Siscovick, Lynda M. Rose, Mary K. Wojczynski, Mary F. Feitosa, Magi Reedik, Hassan S. Dashti, L. Adrienne Cupples, Stefania Bandinelli, Michael Y. Tsai, Toshiko Tanaka, Ingrid B. Borecki, Julie E. Buring, Jerome I. Rotter, Harri Rissanen, Marilyn C. Cornelis, Fischer Krista, Luting Xue, Jessica C. Kiefte-de Jong, Mika Kähönen, Maria Dimitriou, Evelin Mihailov, Ani Manichaikul, Satu Männistö, Stavroula Kanoni, Bruce M. Psaty, Epidemiology, Virology, Internal Medicine, Helsinki Collegium for Advanced Studies, Medicum, Department of Food and Nutrition, University of Helsinki, Institute for Molecular Medicine Finland, Research Programs Unit, Research Programme of Molecular Medicine, Aarno Palotie / Principal Investigator, Clinicum, Johan Eriksson / Principal Investigator, Department of General Practice and Primary Health Care, Developmental Psychology Research Group, Genomics of Neurological and Neuropsychiatric Disorders, and Koellinger, Philipp D
Subjects: 0301 basic medicine, Male, Heredity, Physiology, lcsh:Medicine, Genome-wide association study, Cardiovascular, FTO gene, Oral and gastrointestinal, Geographical Locations, Cohort Studies, 0302 clinical medicine, Mathematical and Statistical Techniques, DIETARY-INTAKE, Medicine and Health Sciences, Public and Occupational Health, 030212 general & internal medicine, lcsh:Science, Cancer, RISK, 2. Zero hunger, Multidisciplinary, Genomics, Middle Aged, Eicosapentaenoic acid, Stroke, Europe, Eicosapentaenoic Acid, Docosahexaenoic acid, Physical Sciences, MACRONUTRIENT INTAKE, Female, Behavioral and Social Aspects of Health, Statistics (Mathematics), Research Article, Adult, Docosahexaenoic Acids, General Science & Technology, Fish Biology, Single-nucleotide polymorphism, Population stratification, ta3111, Research and Analysis Methods, White People, EVENTS, 03 medical and health sciences, Fish physiology, Complementary and Integrative Health, Genome-Wide Association Studies, Genetics, Fish Physiology, Animal Physiology, Humans, Statistical Methods, Nutrition, Aged, Prevention, ta1184, Human Genome, lcsh:R, Food Consumption, Biology and Life Sciences, Computational Biology, Human Genetics, Heritability, Genome Analysis, Vertebrate Physiology, United States, 030104 developmental biology, Seafood, People and Places, lcsh:Q, 3111 Biomedicine, Physiological Processes, Zoology, Mathematics, OMEGA-3-FATTY-ACIDS, Demography, Meta-Analysis, Genome-Wide Association Study
Abstract: Background Regular fish and omega-3 consumption may have several health benefits and are recommended by major dietary guidelines. Yet, their intakes remain remarkably variable both within and across populations, which could partly owe to genetic influences. Objective To identify common genetic variants that influence fish and dietary eicosapentaenoic acid plus docosahexaenoic acid (EPA+DHA) consumption. Design We conducted genome-wide association (GWA) meta-analysis of fish (n = 86,467) and EPA+DHA (n = 62,265) consumption in 17 cohorts of European descent from the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium Nutrition Working Group. Results from cohort-specific GWA analyses (additive model) for fish and EPA+DHA consumption were adjusted for age, sex, energy intake, and population stratification, and meta-analyzed separately using fixed-effect meta-analysis with inverse variance weights (METAL software). Additionally, heritability was estimated in 2 cohorts. Results Heritability estimates for fish and EPA+DHA consumption ranged from 0.13-0.24 and 0.12-0.22, respectively. A significant GWA for fish intake was observed for rs9502823 on chromosome 6: each copy of the minor allele (Freq(A) = 0.015) was associated with 0.029 servings/day (similar to 1 serving/month) lower fish consumption (P = 1.96x10(-8)). No significant association was observed for EPA+DHA, although rs7206790 in the obesity-associated FTO gene was among top hits (P = 8.18x10(-7)). Post-hoc calculations demonstrated 95% statistical power to detect a genetic variant associated with effect size of 0.05% for fish and 0.08% for EPA+DHA. Conclusions These novel findings suggest that non-genetic personal and environmental factors are principal determinants of the remarkable variation in fish consumption, representing modifiable targets for increasing intakes among all individuals. Genes underlying the signal at rs72838923 and mechanisms for the association warrant further investigation.
Published: 2017

53. Differences in the commonly used genotype imputation algorithms and their imputation accuracy estimates

Author: Parn, Kalle, primary, Daly, Mark, additional, Palotie, Aarno, additional, Ripatti, Samuli, additional, Palta, Priit, additional, Pirinen, Matti, additional, Kals, Mart, additional, Magi, Reedik, additional, Salomaa, Veikko, additional, Boehnke, Michael, additional, Hall, Ira, additional, Stitziel, Nathan, additional, and Freimer, Nelson, additional
Published: 2018
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54. Biomarker profiling by nuclear magnetic resonance spectroscopy for the prediction of all-cause mortality: an observational study of 17,345 persons

Author: Fischer, Krista, Kettunen, Johannes, Wurtz, Peter, Haller, Toomas, Havulinna, Aki S., Kangas, Antti J., Soininen, Pasi, Esko, Tonu, Tammesoo, Mari-Liis, Magi, Reedik, Smit, Steven, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Ala-Korpela, Mika, Perola, Markus, and Metspalu, Andres
Subjects: Mortality -- Research -- Finland -- United Kingdom -- United States, Nuclear magnetic resonance spectroscopy -- Usage -- Research, Biological markers -- Physiological aspects -- Research, Biological sciences
Abstract: Background: Early identification of ambulatory persons at high short-term risk of death could benefit targeted prevention. To identify biomarkers for all-cause mortality and enhance risk prediction, we conducted high-throughput profiling of blood specimens in two large population-based cohorts. Methods and Findings: 106 candidate biomarkers were quantified by nuclear magnetic resonance spectroscopy of non-fasting plasma samples from a random subset of the Estonian Biobank (n = 9,842;age range 18-103 y;508 deaths during a median of 5.4 y of follow-up). Biomarkers for all-cause mortality were examined using stepwise proportional hazards models. Significant biomarkers were validated and incremental predictive utility assessed in a population-based cohort from Finland (n = 7,503; 176 deaths during 5 y of follow-up). Four circulating biomarkers predicted the risk of all-cause mortality among participants from the Estonian Biobank after adjusting for conventional risk factors: alpha-1-acid glycoprotein (hazard ratio [HR] 1.67 per 1-standard deviation increment, 95% CI 1.53-1.82, p = 5 x [10.sup.-31]), albumin (HR 0.70, 95% CI 0.65-0.76, p = 2 x [10.sup.-18]), very- low-density lipoprotein particle size (HR 0.69, 95% CI 0.62-0.77, p = 3 x [10.sup.-12]), and citrate (HR 1.33, 95% CI 1.21-1.45, p = 5 x [10.sup.-10]). All four biomarkers were predictive of cardiovascular mortality, as well as death from cancer and other nonvascular diseases. One in five participants in the Estonian Biobank cohort with a biomarker summary score within the highest percentile died during the first year of follow-up, indicating prominent systemic reflections of frailty. The biomarker associations all replicated in the Finnish validation cohort. Including the four biomarkers in a risk prediction score improved risk assessment for 5-y mortality (increase in C-statistics 0.031, p = 0.01; continuous reclassification improvement 26.3%, p = 0.001). Conclusions: Biomarker associations with cardiovascular, nonvascular, and cancer mortality suggest novel systemic connectivities across seemingly disparate morbidities. The biomarker profiling improved prediction of the short-term risk of death from all causes above established risk factors. Further investigations are needed to clarify the biological mechanisms and the utility of these biomarkers for guiding screening and prevention., Introduction Concentrations of metabolites and proteins in the circulation can be indicative of future disease outcomes. The existing molecular biomarkers for all-cause mortality, however, display modest predictive power and risk [...]
Published: 2014
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55. Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

Author: Lee, James J., Wedow, Robbee, Okbay, Aysu, Kong, Edward, Maghzian, Omeed, Zacher, Meghan, Nguyen-Viet, Tuan Anh, Bowers, Peter, Sidorenko, Julia, Linner, Richard Karlsson, Fontana, Mark Alan, Kundu, Tushar, Lee, Chanwook, Li, Hui, Li, Ruoxi, Royer, Rebecca, Timshel, Pascal N., Walters, Raymond K., Willoughby, Emily A., Yengo, Loic, Alver, Maris, Bao, Yanchun, Clark, David W., Day, Felix R., Furlotte, Nicholas A., Joshi, Peter K., Kemper, Kathryn E., Kleinman, Aaron, Langenberg, Claudia, Magi, Reedik, Trampush, Joey W., Verma, Shefali Setia, Wu, Yang, Lam, Max, Zhao, Jing Hua, Zheng, Zhili, Boardman, Jason D., Campbell, Harry, Freese, Jeremy, Harris, Kathleen Mullan, Hayward, Caroline, Herd, Pamela, Kumari, Meena, Lencz, Todd, Luan, Jian'an, Malhotra, Anil K., Metspalu, Andres, Milani, Lili, Ong, Ken K., Perry, John R. B., Porteous, David J., Ritchie, Marylyn D., Smart, Melissa C., Smith, Blair H., Tung, Joyce Y., Wareham, Nicholas J., Wilson, James F., Beauchamp, Jonathan P., Conley, Dalton C., Esko, Tonu, Lehrer, Steven F., Magnusson, Patrik K. E., Oskarsson, Sven, Pers, Tune H., Robinson, Matthew R., Thom, Kevin, Watson, Chelsea, Chabris, Christopher F., Meyer, Michelle N., Laibson, David I., Yang, Jian, Johannesson, Magnus, Koellinger, Philipp D., Turley, Patrick, Visscher, Peter M., Benjamin, Daniel J., Cesarini, David, Lee, James J., Wedow, Robbee, Okbay, Aysu, Kong, Edward, Maghzian, Omeed, Zacher, Meghan, Nguyen-Viet, Tuan Anh, Bowers, Peter, Sidorenko, Julia, Linner, Richard Karlsson, Fontana, Mark Alan, Kundu, Tushar, Lee, Chanwook, Li, Hui, Li, Ruoxi, Royer, Rebecca, Timshel, Pascal N., Walters, Raymond K., Willoughby, Emily A., Yengo, Loic, Alver, Maris, Bao, Yanchun, Clark, David W., Day, Felix R., Furlotte, Nicholas A., Joshi, Peter K., Kemper, Kathryn E., Kleinman, Aaron, Langenberg, Claudia, Magi, Reedik, Trampush, Joey W., Verma, Shefali Setia, Wu, Yang, Lam, Max, Zhao, Jing Hua, Zheng, Zhili, Boardman, Jason D., Campbell, Harry, Freese, Jeremy, Harris, Kathleen Mullan, Hayward, Caroline, Herd, Pamela, Kumari, Meena, Lencz, Todd, Luan, Jian'an, Malhotra, Anil K., Metspalu, Andres, Milani, Lili, Ong, Ken K., Perry, John R. B., Porteous, David J., Ritchie, Marylyn D., Smart, Melissa C., Smith, Blair H., Tung, Joyce Y., Wareham, Nicholas J., Wilson, James F., Beauchamp, Jonathan P., Conley, Dalton C., Esko, Tonu, Lehrer, Steven F., Magnusson, Patrik K. E., Oskarsson, Sven, Pers, Tune H., Robinson, Matthew R., Thom, Kevin, Watson, Chelsea, Chabris, Christopher F., Meyer, Michelle N., Laibson, David I., Yang, Jian, Johannesson, Magnus, Koellinger, Philipp D., Turley, Patrick, Visscher, Peter M., Benjamin, Daniel J., and Cesarini, David
Abstract: Here we conducted a large-scale genetic association analysis of educational attainment in a sample of approximately 1.1 million individuals and identify 1,271 independent genome-wide-significant SNPs. For the SNPs taken together, we found evidence of heterogeneous effects across environments. The SNPs implicate genes involved in brain-development processes and neuron-to-neuron communication. In a separate analysis of the X chromosome, we identify 10 independent genome-wide-significant SNPs and estimate a SNP heritability of around 0.3% in both men and women, consistent with partial dosage compensation. A joint (multi-phenotype) analysis of educational attainment and three related cognitive phenotypes generates polygenic scores that explain 11-13% of the variance in educational attainment and 7-10% of the variance in cognitive performance. This prediction accuracy substantially increases the utility of polygenic scores as tools in research.
Published: 2018
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56. Refining the accuracy of validated target identification through coding variant fine-mapping in type 2 diabetes

Author: Mahajan, Anubha, Wessel, Jennifer, Willems, Sara M., Zhao, Wei, Robertson, Neil R., Chu, Audrey Y., Gan, Wei, Kitajima, Hidetoshi, Taliun, Daniel, Rayner, N. William, Guo, Xiuqing, Lu, Yingchang, Li, Man, Jensen, Richard A., Hu, Yao, Huo, Shaofeng, Lohman, Kurt K., Zhang, Weihua, Cook, James P., Prins, Bram Peter, Flannick, Jason, Grarup, Niels, Trubetskoy, Vassily Vladimirovich, Kravic, Jasmina, Kim, Young Jin, Rybin, Denis V., Yaghootkar, Hanieh, Mueller-Nurasyid, Martina, Meidtner, Karina, Li-Gao, Ruifang, Varga, Tibor V., Marten, Jonathan, Li, Jin, Smith, Albert Vernon, An, Ping, Ligthart, Symen, Gustafsson, Stefan, Malerba, Giovanni, Demirkan, Ayse, Tajes, Juan Fernandez, Steinthorsdottir, Valgerdur, Wuttke, Matthias, Lecoeur, Cecile, Preuss, Michael, Bielak, Lawrence F., Graff, Marielisa, Highland, Heather M., Justice, Anne E., Liu, Dajiang J., Marouli, Eirini, Peloso, Gina Marie, Warren, Helen R., Afaq, Saima, Afzal, Shoaib, Ahlqvist, Emma, Almgren, Peter, Amin, Najaf, Bang, Lia B., Bertoni, Alain G., Bombieri, Cristina, Bork-Jensen, Jette, Brandslund, Ivan, Brody, Jennifer A., Burtt, Noel P., Canouil, Mickael, Chen, Yii-Der Ida, Cho, Yoon Shin, Christensen, Cramer, Eastwood, Sophie V., Eckardt, Kai-Uwe, Fischer, Krista, Gambaro, Giovanni, Giedraitis, Vilmantas, Grove, Megan L., de Haan, Hugoline G., Hackinger, Sophie, Hai, Yang, Han, Sohee, Tybjaerg-Hansen, Anne, Hivert, Marie-France, Isomaa, Bo, Jager, Susanne, Jorgensen, Marit E., Jorgensen, Torben, Karajamaki, Annemari, Kim, Bong-Jo, Kim, Sung Soo, Koistinen, Heikki A., Kovacs, Peter, Kriebel, Jennifer, Kronenberg, Florian, Lall, Kristi, Lange, Leslie A., Lee, Jung-Jin, Lehne, Benjamin, Li, Huaixing, Lin, Keng-Hung, Linneberg, Allan, Liu, Ching-Ti, Liu, Jun, Loh, Marie, Magi, Reedik, Mamakou, Vasiliki, McKean-Cowdin, Roberta, Nadkarni, Girish, Neville, Matt, Nielsen, Sune F., Ntalla, Ioanna, Peyser, Patricia A., Rathmann, Wolfgang, Rice, Kenneth, Rich, Stephen S., Rode, Line, Rolandsson, Olov, Schonherr, Sebastian, Selvin, Elizabeth, Small, Kerrin S., Stancakova, Alena, Surendran, Praveen, Taylor, Kent D., Teslovich, Tanya M., Thorand, Barbara, Thorleifsson, Gudmar, Tin, Adrienne, Tonjes, Anke, Varbo, Anette, Witte, Daniel R., Wood, Andrew R., Yajnik, Pranav, Yao, Jie, Yengo, Loic, Young, Robin, Amouyel, Philippe, Boeing, Heiner, Boerwinkle, Eric, Bottinger, Erwin P., Chowdhury, Rajiv, Collins, Francis S., Dedoussis, George, Dehghan, Abbas, Deloukas, Panos, Ferrario, Marco M., Ferrieres, Jean, Florez, Jose C., Frossard, Philippe, Gudnason, Vilmundur, Harris, Tamara B., Heckbert, Susan R., Howson, Joanna M. M., Ingelsson, Martin, Kathiresan, Sekar, Kee, Frank, Kuusisto, Johanna, Langenberg, Claudia, Launer, Lenore J., Lindgren, Cecilia M., Mannisto, Satu, Meitinger, Thomas, Melander, Olle, Mohlke, Karen L., Moitry, Marie, Morris, Andrew D., Murray, Alison D., de Mutsert, Renee, Orho-Melander, Marju, Owen, Katharine R., Perola, Markus, Peters, Annette, Province, Michael A., Rasheed, Asif, Ridker, Paul M., Rivadineira, Fernando, Rosendaal, Frits R., Rosengren, Anders H., Salomaa, Veikko, Sheu, Wayne H. -H., Sladek, Rob, Smith, Blair H., Strauch, Konstantin, Uitterlinden, Andre G., Varma, Rohit, Willer, Cristen J., Bluher, Matthias, Butterworth, Adam S., Chambers, John Campbell, Chasman, Daniel I., Danesh, John, van Duijn, Cornelia, Dupuis, Josee, Franco, Oscar H., Franks, Paul W., Froguel, Philippe, Grallert, Harald, Groop, Leif, Han, Bok-Ghee, Hansen, Torben, Hattersley, Andrew T., Hayward, Caroline, Ingelsson, Erik, Kardia, Sharon L. R., Karpe, Fredrik, Kooner, Jaspal Singh, Kottgen, Anna, Kuulasmaa, Kari, Laakso, Markku, Lin, Xu, Lind, Lars, Liu, Yongmei, Loos, Ruth J. F., Marchini, Jonathan, Metspalu, Andres, Mook-Kanamori, Dennis, Nordestgaard, Borge G., Palmer, Colin N. A., Pankow, James S., Pedersen, Oluf, Psaty, Bruce M., Rauramaa, Rainer, Sattar, Naveed, Schulze, Matthias B., Soranzo, Nicole, Spector, Timothy D., Stefansson, Kari, Stumvoll, Michael, Thorsteinsdottir, Unnur, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Wareham, Nicholas J., Wilson, James G., Zeggini, Eleftheria, Scott, Robert A., Barroso, Ines, Frayling, Timothy M., Goodarzi, Mark O., Meigs, James B., Boehnke, Michael, Saleheen, Danish, Morris, Andrew P., Rotter, Jerome I., McCarthy, Mark I., Mahajan, Anubha, Wessel, Jennifer, Willems, Sara M., Zhao, Wei, Robertson, Neil R., Chu, Audrey Y., Gan, Wei, Kitajima, Hidetoshi, Taliun, Daniel, Rayner, N. William, Guo, Xiuqing, Lu, Yingchang, Li, Man, Jensen, Richard A., Hu, Yao, Huo, Shaofeng, Lohman, Kurt K., Zhang, Weihua, Cook, James P., Prins, Bram Peter, Flannick, Jason, Grarup, Niels, Trubetskoy, Vassily Vladimirovich, Kravic, Jasmina, Kim, Young Jin, Rybin, Denis V., Yaghootkar, Hanieh, Mueller-Nurasyid, Martina, Meidtner, Karina, Li-Gao, Ruifang, Varga, Tibor V., Marten, Jonathan, Li, Jin, Smith, Albert Vernon, An, Ping, Ligthart, Symen, Gustafsson, Stefan, Malerba, Giovanni, Demirkan, Ayse, Tajes, Juan Fernandez, Steinthorsdottir, Valgerdur, Wuttke, Matthias, Lecoeur, Cecile, Preuss, Michael, Bielak, Lawrence F., Graff, Marielisa, Highland, Heather M., Justice, Anne E., Liu, Dajiang J., Marouli, Eirini, Peloso, Gina Marie, Warren, Helen R., Afaq, Saima, Afzal, Shoaib, Ahlqvist, Emma, Almgren, Peter, Amin, Najaf, Bang, Lia B., Bertoni, Alain G., Bombieri, Cristina, Bork-Jensen, Jette, Brandslund, Ivan, Brody, Jennifer A., Burtt, Noel P., Canouil, Mickael, Chen, Yii-Der Ida, Cho, Yoon Shin, Christensen, Cramer, Eastwood, Sophie V., Eckardt, Kai-Uwe, Fischer, Krista, Gambaro, Giovanni, Giedraitis, Vilmantas, Grove, Megan L., de Haan, Hugoline G., Hackinger, Sophie, Hai, Yang, Han, Sohee, Tybjaerg-Hansen, Anne, Hivert, Marie-France, Isomaa, Bo, Jager, Susanne, Jorgensen, Marit E., Jorgensen, Torben, Karajamaki, Annemari, Kim, Bong-Jo, Kim, Sung Soo, Koistinen, Heikki A., Kovacs, Peter, Kriebel, Jennifer, Kronenberg, Florian, Lall, Kristi, Lange, Leslie A., Lee, Jung-Jin, Lehne, Benjamin, Li, Huaixing, Lin, Keng-Hung, Linneberg, Allan, Liu, Ching-Ti, Liu, Jun, Loh, Marie, Magi, Reedik, Mamakou, Vasiliki, McKean-Cowdin, Roberta, Nadkarni, Girish, Neville, Matt, Nielsen, Sune F., Ntalla, Ioanna, Peyser, Patricia A., Rathmann, Wolfgang, Rice, Kenneth, Rich, Stephen S., Rode, Line, Rolandsson, Olov, Schonherr, Sebastian, Selvin, Elizabeth, Small, Kerrin S., Stancakova, Alena, Surendran, Praveen, Taylor, Kent D., Teslovich, Tanya M., Thorand, Barbara, Thorleifsson, Gudmar, Tin, Adrienne, Tonjes, Anke, Varbo, Anette, Witte, Daniel R., Wood, Andrew R., Yajnik, Pranav, Yao, Jie, Yengo, Loic, Young, Robin, Amouyel, Philippe, Boeing, Heiner, Boerwinkle, Eric, Bottinger, Erwin P., Chowdhury, Rajiv, Collins, Francis S., Dedoussis, George, Dehghan, Abbas, Deloukas, Panos, Ferrario, Marco M., Ferrieres, Jean, Florez, Jose C., Frossard, Philippe, Gudnason, Vilmundur, Harris, Tamara B., Heckbert, Susan R., Howson, Joanna M. M., Ingelsson, Martin, Kathiresan, Sekar, Kee, Frank, Kuusisto, Johanna, Langenberg, Claudia, Launer, Lenore J., Lindgren, Cecilia M., Mannisto, Satu, Meitinger, Thomas, Melander, Olle, Mohlke, Karen L., Moitry, Marie, Morris, Andrew D., Murray, Alison D., de Mutsert, Renee, Orho-Melander, Marju, Owen, Katharine R., Perola, Markus, Peters, Annette, Province, Michael A., Rasheed, Asif, Ridker, Paul M., Rivadineira, Fernando, Rosendaal, Frits R., Rosengren, Anders H., Salomaa, Veikko, Sheu, Wayne H. -H., Sladek, Rob, Smith, Blair H., Strauch, Konstantin, Uitterlinden, Andre G., Varma, Rohit, Willer, Cristen J., Bluher, Matthias, Butterworth, Adam S., Chambers, John Campbell, Chasman, Daniel I., Danesh, John, van Duijn, Cornelia, Dupuis, Josee, Franco, Oscar H., Franks, Paul W., Froguel, Philippe, Grallert, Harald, Groop, Leif, Han, Bok-Ghee, Hansen, Torben, Hattersley, Andrew T., Hayward, Caroline, Ingelsson, Erik, Kardia, Sharon L. R., Karpe, Fredrik, Kooner, Jaspal Singh, Kottgen, Anna, Kuulasmaa, Kari, Laakso, Markku, Lin, Xu, Lind, Lars, Liu, Yongmei, Loos, Ruth J. F., Marchini, Jonathan, Metspalu, Andres, Mook-Kanamori, Dennis, Nordestgaard, Borge G., Palmer, Colin N. A., Pankow, James S., Pedersen, Oluf, Psaty, Bruce M., Rauramaa, Rainer, Sattar, Naveed, Schulze, Matthias B., Soranzo, Nicole, Spector, Timothy D., Stefansson, Kari, Stumvoll, Michael, Thorsteinsdottir, Unnur, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Wareham, Nicholas J., Wilson, James G., Zeggini, Eleftheria, Scott, Robert A., Barroso, Ines, Frayling, Timothy M., Goodarzi, Mark O., Meigs, James B., Boehnke, Michael, Saleheen, Danish, Morris, Andrew P., Rotter, Jerome I., and McCarthy, Mark I.
Abstract: We aggregated coding variant data for 81,412 type 2 diabetes cases and 370,832 controls of diverse ancestry, identifying 40 coding variant association signals (P < 2.2 x 10(-7)); of these, 16 map outside known risk-associated loci. We make two important observations. First, only five of these signals are driven by low-frequency variants: even for these, effect sizes are modest (odds ratio <= 1.29). Second, when we used large-scale genome-wide association data to fine-map the associated variants in their regional context, accounting for the global enrichment of complex trait associations in coding sequence, compelling evidence for coding variant causality was obtained for only 16 signals. At 13 others, the associated coding variants clearly represent 'false leads' with potential to generate erroneous mechanistic inference. Coding variant associations offer a direct route to biological insight for complex diseases and identification of validated therapeutic targets; however, appropriate mechanistic inference requires careful specification of their causal contribution to disease predisposition.
Published: 2018
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57. 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 R. V. R., 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., Kahonen, Mika, Kasturiratne, Anuradhani, Komulainen, Pirjo, Kuhnel, 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, Stancakova, 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, Mickael, Chakravarti, Aravinda, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Connell, John M., Correa, Adolfo, Fuentes, Lisa de las, de Mutsert, Renee, de Silva, H. Janaka, Deng, Xuan, Ding, Jingzhong, Duan, Qing, Eaton, Charles B., Ehret, Georg, Eppinga, Ruben N., Evangelou, Evangelos, Fau, Jessica D., Felix, Stephan B., Forouhi, Nita G., Forrester, Terrence, Franco, Oscar H., Friedlander, Yechiel, Gandin, Ilaria, Gao, He, Ghanbari, Mohsen, Gigante, Bruna, Gu, C. Charles, Gu, Dongfeng, Hagenaars, Saskia P., Hallmans, Göran, Harris, Tamara B., He, Jiang, Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Howard, Barbara V., Ikram, M. Arfan, John, Ulrich, Katsuya, Tomohiro, Khor, Chiea Chuen, Kilpelainen, Tuomas O., Koh, Woon-Puay, 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, Lin, Shiow, Liu, Jianjun, Liu, Jingmin, Loh, Marie, Louie, Tin, Magi, Reedik, McKenzie, Colin A., Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, Milani, Lili, Mohlke, Karen L., Momozawa, Yukihide, Nalls, Mike A., Nelson, Christopher P., Sotoodehnia, NelsonNona, Norris, Jill M., O'Connell, Jeff R., Palmer, Nicholette D., Perls, Thomas, Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Poulter, Neil, Raffel, Leslie J., Raitakari, Olli T., Roll, Kathryn, Rose, Lynda M., Rosendaal, Frits R., Rotter, Jerome I., Schmidt, Carsten O., Schreiner, Pamela J., Schupf, Nicole, Scott, William R., Sever, Peter S., Shi, Yuan, Sidney, Stephen, Sims, Mario, Sitlani, Colleen M., 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, Turner, Stephen T., Uitterlinden, Andre G., Vollenweider, Peter, Waldenberger, Melanie, Wang, Lihua, Wang, Ya Xing, Bin Wei, Wen, Williams, Christine, Yao, Jie, 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, Jonas, Jost Bruno, Kamatani, Yoichiro, Kato, Norihiro, Kooner, Jaspal S., Kutalik, Zoltan, Laakso, Markku, Laurie, Cathy C., Leander, Karin, Lehtimaki, Terho, Study, Lifelines Cohort, Magnusson, Patrik K. E., Oldehinkel, Albertine J., Penninx, Brenda W. J. H., Poiasek, Ozren, Porteous, David J., Rauramaa, Rainer, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Wu, Tangchun, Zheng, Wei, Bouchard, Claude, Christensen, Kaare, Evans, Michele K., Gudnason, Vilmundur, Horta, Bernardo L., Kardia, Sharon L. R., Liu, Yongmei, Pereira, Alexandre C., Psaty, Bruce M., Ridker, Paul M., van Dam, Rob M., Gauderman, W. James, Zhu, Xiaofeng, Mook-Kanamori, Dennis O., Fornage, Myriam, Rotimi, Charles N., Cupples, L. Adrienne, Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Kooperberg, Charles, Palmas, Walter, Rice, Kenneth, Morrison, Alanna C., Elliott, Paul, Caulfield, Mark J., Munroe, Patricia B., Rao, Dabeeru C., Province, Michael A., Levy, Daniel, 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 R. V. R., 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., Kahonen, Mika, Kasturiratne, Anuradhani, Komulainen, Pirjo, Kuhnel, 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, Stancakova, 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, Mickael, Chakravarti, Aravinda, Charumathi, Sabanayagam, Chen, Yii-Der Ida, Connell, John M., Correa, Adolfo, Fuentes, Lisa de las, de Mutsert, Renee, de Silva, H. Janaka, Deng, Xuan, Ding, Jingzhong, Duan, Qing, Eaton, Charles B., Ehret, Georg, Eppinga, Ruben N., Evangelou, Evangelos, Fau, Jessica D., Felix, Stephan B., Forouhi, Nita G., Forrester, Terrence, Franco, Oscar H., Friedlander, Yechiel, Gandin, Ilaria, Gao, He, Ghanbari, Mohsen, Gigante, Bruna, Gu, C. Charles, Gu, Dongfeng, Hagenaars, Saskia P., Hallmans, Göran, Harris, Tamara B., He, Jiang, Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Howard, Barbara V., Ikram, M. Arfan, John, Ulrich, Katsuya, Tomohiro, Khor, Chiea Chuen, Kilpelainen, Tuomas O., Koh, Woon-Puay, 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, Lin, Shiow, Liu, Jianjun, Liu, Jingmin, Loh, Marie, Louie, Tin, Magi, Reedik, McKenzie, Colin A., Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, Milani, Lili, Mohlke, Karen L., Momozawa, Yukihide, Nalls, Mike A., Nelson, Christopher P., Sotoodehnia, NelsonNona, Norris, Jill M., O'Connell, Jeff R., Palmer, Nicholette D., Perls, Thomas, Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Poulter, Neil, Raffel, Leslie J., Raitakari, Olli T., Roll, Kathryn, Rose, Lynda M., Rosendaal, Frits R., Rotter, Jerome I., Schmidt, Carsten O., Schreiner, Pamela J., Schupf, Nicole, Scott, William R., Sever, Peter S., Shi, Yuan, Sidney, Stephen, Sims, Mario, Sitlani, Colleen M., 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, Turner, Stephen T., Uitterlinden, Andre G., Vollenweider, Peter, Waldenberger, Melanie, Wang, Lihua, Wang, Ya Xing, Bin Wei, Wen, Williams, Christine, Yao, Jie, 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, Jonas, Jost Bruno, Kamatani, Yoichiro, Kato, Norihiro, Kooner, Jaspal S., Kutalik, Zoltan, Laakso, Markku, Laurie, Cathy C., Leander, Karin, Lehtimaki, Terho, Study, Lifelines Cohort, Magnusson, Patrik K. E., Oldehinkel, Albertine J., Penninx, Brenda W. J. H., Poiasek, Ozren, Porteous, David J., Rauramaa, Rainer, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Wu, Tangchun, Zheng, Wei, Bouchard, Claude, Christensen, Kaare, Evans, Michele K., Gudnason, Vilmundur, Horta, Bernardo L., Kardia, Sharon L. R., Liu, Yongmei, Pereira, Alexandre C., Psaty, Bruce M., Ridker, Paul M., van Dam, Rob M., Gauderman, W. James, Zhu, Xiaofeng, Mook-Kanamori, Dennis O., Fornage, Myriam, Rotimi, Charles N., Cupples, L. Adrienne, Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Kooperberg, Charles, Palmas, Walter, Rice, Kenneth, Morrison, Alanna C., Elliott, Paul, Caulfield, Mark J., Munroe, Patricia B., Rao, Dabeeru C., Province, Michael A., and Levy, Daniel
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 approximate to 131 K 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 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
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58. A Large-Scale Multi-ancestry Genome-wide Study Accounting for Smoking Behavior Identifies Multiple Significant Loci for Blood Pressure

Author: Sung, Yun J., Winkler, Thomas W., de las Fuentes, Lisa, Bentley, Amy R., Brown, Michael R., Kraja, Aldi T., Schwander, Karen, Ntalla, Ioanna, Guo, Xiuqing, Franceschini, Nora, Lu, Yingchang, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Marten, Jonathan, Musani, Solomon K., Li, Changwei, Feitosa, Mary F., Kilpelainen, Tuomas O., Richard, Melissa A., Noordam, Raymond, Aslibekyan, Stella, Aschard, Hugues, Bartz, Traci M., Dorajoo, Rajkumar, Liu, Yongmei, Manning, Alisa K., Rankinen, Tuomo, Smith, Albert Vernon, Tajuddin, Salman M., Tayo, Bamidele O., Warren, Helen R., Zhao, Wei, Zhou, Yanhua, Matoba, Nana, Sofer, Tamar, Alver, Maris, Amini, Marzyeh, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Gandin, Ilaria, Gao, Chuan, Giulianini, Franco, Goel, Anuj, Harris, Sarah E., Hartwig, Fernando Pires, Horimoto, Andrea R. V. R., Hsu, Fang-Chi, Jackson, Anne U., Kahonen, Mika, Kasturiratne, Anuradhani, Kuhnel, Brigitte, Leander, Karin, Lee, Wen-Jane, Lin, Keng-Hung, Luan, Jian' an, McKenzie, Colin A., Meian, He, Nelson, Christopher P., Rauramaa, Rainer, Schupf, Nicole, Scott, Robert A., Sheu, Wayne H. H., Stancakova, Alena, Takeuchi, Fumihiko, van der Most, Peter J., Varga, Tibor V., Wang, Heming, Wang, Yajuan, Ware, Erin B., Weiss, Stefan, Wen, Wanqing, Yanek, Lisa R., Zhang, Weihua, Zhao, Jing Hua, Afaq, Saima, Alfred, Tamuno, Amin, Najaf, Arking, Dan, Aung, Tin, Barr, R. Graham, Bielak, Lawrence F., Boerwinkle, Eric, Bottinger, Erwin P., Braund, Peter S., Brody, Jennifer A., Broeckel, Ulrich, Cabrera, Claudia P., Cade, Brian, Caizheng, Yu, Campbell, Archie, Canouil, Mickael, Chakravarti, Aravinda, Chauhan, Ganesh, Christensen, Kaare, Cocca, Massimiliano, Collins, Francis S., Connell, John M., de Mutsert, Renee, de Silva, H. Janaka, Debette, Stephanie, Dorr, Marcus, Duan, Qing, Eaton, Charles B., Ehret, Georg, Evangelou, Evangelos, Faul, Jessica D., Fisher, Virginia A., Forouhi, Nita G., Franco, Oscar H., Friedlander, Yechiel, Gao, He, Gigante, Bruna, Graff, Misa, Gu, C. Charles, Gu, Dongfeng, Gupta, Preeti, Hagenaars, Saskia P., Harris, Tamara B., He, Jiang, Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Hofman, Albert, Howard, Barbara V., Hunt, Steven, Irvin, Marguerite R., Jia, Yucheng, Joehanes, Roby, Justice, Anne E., Katsuya, Tomohiro, Kaufman, Joel, Kerrison, Nicola D., Khor, Chiea Chuen, Koh, Woon-Puay, Koistinen, Heikki A., Komulainen, Pirjo, Kooperberg, Charles, Krieger, Jose E., Kubo, Michiaki, Kuusisto, Johanna, Langefeld, Carl D., Langenberg, Claudia, Launer, Lenore J., Lehne, Benjamin, Lewis, Cora E., Li, Yize, Lim, Sing Hui, Lin, Shiow, Liu, Ching-Ti, Liu, Jianjun, Liu, Jingmin, Liu, Kiang, Liu, Yeheng, Loh, Marie, Lohman, Kurt K., Long, Jirong, Louie, Tin, Magi, Reedik, Mahajan, Anubha, Meitinger, Thomas, Metspalu, Andres, Milani, Lili, Momozawa, Yukihide, Morris, Andrew P., Mosley, Thomas H., Jr., Munson, Peter, Murray, Alison D., Nalls, Mike A., Nasri, Ubaydah, Norris, Jill M., North, Kari, Ogunniyi, Adesola, Padmanabhan, Sandosh, Palmas, Walter R., Palmer, Nicholette D., Pankow, James S., Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Raitakari, Olli T., Renström, Frida, Rice, Treva K., Ridker, Paul M., Robino, Antonietta, Robinson, Jennifer G., Rose, Lynda M., Rudan, Igor, Sabanayagam, Charumathi, Salako, Babatunde L., Sandow, Kevin, Schmidt, Carsten O., Schreiner, Pamela J., Scott, William R., Seshadri, Sudha, Sever, Peter, Sitlani, Colleen M., Smith, Jennifer A., Snieder, Harold, Starr, John M., Strauch, Konstantin, Tang, Hua, Taylor, Kent D., Teo, Yik Ying, Tham, Yih Chung, Ultterlinden, Andre G., Waldenberger, Melanie, Wang, Lihua, Wang, Ya X., Bin Wei, Wen, Williams, Christine, Wilson, Gregory, Wojczynski, Mary K., Yao, Jie, Yuan, Jian-Min, Zonderman, Alan B., Becker, Diane M., Boehnke, Michael, Bowden, Donald W., Chambers, John C., Chen, Yii-Der Ida, de Faire, Ulf, Deary, Ian J., Esko, Tonu, Farrall, Martin, Forrester, Terrence, Franks, Paul W., Freedman, Barry I., Froguel, Philippe, Gasparini, Paolo, Gieger, Christian, Horta, Bernardo Lessa, Hung, Yi-Jen, Jonas, Jost B., Kato, Norihiro, Kooner, Jaspal S., Laakso, Markku, Lehtimaki, Terho, Liang, Kae-Woei, Magnusson, Patrik K. E., Newman, Anne B., Oldehinkel, Albertine J., Pereira, Alexandre C., Redline, Susan, Rettig, Rainer, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Wu, Tangchun, Zheng, Wei, Kamatani, Yoichiro, Laurie, Cathy C., Bouchard, Claude, Cooper, Richard S., Evans, Michele K., Gudnason, Vilmundur, Kardia, Sharon L. R., Kritchevsky, Stephen B., Levy, Daniel, O'Connell, Jeff R., Psaty, Bruce M., van Dam, Rob M., Sims, Mario, Arnett, Donna K., Mook-Kanamori, Dennis O., Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, Fornage, Myriam, Rotimi, Charles N., Province, Michael A., van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Loos, Ruth J. F., Reiner, Alex P., Rotter, Jerome I., Zhu, Xiaofeng, Bierut, Laura J., Gauderman, W. James, Caulfield, Mark J., Elliott, Paul, Rice, Kenneth, Munroe, Patricia B., Morrison, Alanna C., Cupples, L. Adrienne, Rao, Dabeeru C., Chasman, Daniel I., Sung, Yun J., Winkler, Thomas W., de las Fuentes, Lisa, Bentley, Amy R., Brown, Michael R., Kraja, Aldi T., Schwander, Karen, Ntalla, Ioanna, Guo, Xiuqing, Franceschini, Nora, Lu, Yingchang, Cheng, Ching-Yu, Sim, Xueling, Vojinovic, Dina, Marten, Jonathan, Musani, Solomon K., Li, Changwei, Feitosa, Mary F., Kilpelainen, Tuomas O., Richard, Melissa A., Noordam, Raymond, Aslibekyan, Stella, Aschard, Hugues, Bartz, Traci M., Dorajoo, Rajkumar, Liu, Yongmei, Manning, Alisa K., Rankinen, Tuomo, Smith, Albert Vernon, Tajuddin, Salman M., Tayo, Bamidele O., Warren, Helen R., Zhao, Wei, Zhou, Yanhua, Matoba, Nana, Sofer, Tamar, Alver, Maris, Amini, Marzyeh, Boissel, Mathilde, Chai, Jin Fang, Chen, Xu, Divers, Jasmin, Gandin, Ilaria, Gao, Chuan, Giulianini, Franco, Goel, Anuj, Harris, Sarah E., Hartwig, Fernando Pires, Horimoto, Andrea R. V. R., Hsu, Fang-Chi, Jackson, Anne U., Kahonen, Mika, Kasturiratne, Anuradhani, Kuhnel, Brigitte, Leander, Karin, Lee, Wen-Jane, Lin, Keng-Hung, Luan, Jian' an, McKenzie, Colin A., Meian, He, Nelson, Christopher P., Rauramaa, Rainer, Schupf, Nicole, Scott, Robert A., Sheu, Wayne H. H., Stancakova, Alena, Takeuchi, Fumihiko, van der Most, Peter J., Varga, Tibor V., Wang, Heming, Wang, Yajuan, Ware, Erin B., Weiss, Stefan, Wen, Wanqing, Yanek, Lisa R., Zhang, Weihua, Zhao, Jing Hua, Afaq, Saima, Alfred, Tamuno, Amin, Najaf, Arking, Dan, Aung, Tin, Barr, R. Graham, Bielak, Lawrence F., Boerwinkle, Eric, Bottinger, Erwin P., Braund, Peter S., Brody, Jennifer A., Broeckel, Ulrich, Cabrera, Claudia P., Cade, Brian, Caizheng, Yu, Campbell, Archie, Canouil, Mickael, Chakravarti, Aravinda, Chauhan, Ganesh, Christensen, Kaare, Cocca, Massimiliano, Collins, Francis S., Connell, John M., de Mutsert, Renee, de Silva, H. Janaka, Debette, Stephanie, Dorr, Marcus, Duan, Qing, Eaton, Charles B., Ehret, Georg, Evangelou, Evangelos, Faul, Jessica D., Fisher, Virginia A., Forouhi, Nita G., Franco, Oscar H., Friedlander, Yechiel, Gao, He, Gigante, Bruna, Graff, Misa, Gu, C. Charles, Gu, Dongfeng, Gupta, Preeti, Hagenaars, Saskia P., Harris, Tamara B., He, Jiang, Heikkinen, Sami, Heng, Chew-Kiat, Hirata, Makoto, Hofman, Albert, Howard, Barbara V., Hunt, Steven, Irvin, Marguerite R., Jia, Yucheng, Joehanes, Roby, Justice, Anne E., Katsuya, Tomohiro, Kaufman, Joel, Kerrison, Nicola D., Khor, Chiea Chuen, Koh, Woon-Puay, Koistinen, Heikki A., Komulainen, Pirjo, Kooperberg, Charles, Krieger, Jose E., Kubo, Michiaki, Kuusisto, Johanna, Langefeld, Carl D., Langenberg, Claudia, Launer, Lenore J., Lehne, Benjamin, Lewis, Cora E., Li, Yize, Lim, Sing Hui, Lin, Shiow, Liu, Ching-Ti, Liu, Jianjun, Liu, Jingmin, Liu, Kiang, Liu, Yeheng, Loh, Marie, Lohman, Kurt K., Long, Jirong, Louie, Tin, Magi, Reedik, Mahajan, Anubha, Meitinger, Thomas, Metspalu, Andres, Milani, Lili, Momozawa, Yukihide, Morris, Andrew P., Mosley, Thomas H., Jr., Munson, Peter, Murray, Alison D., Nalls, Mike A., Nasri, Ubaydah, Norris, Jill M., North, Kari, Ogunniyi, Adesola, Padmanabhan, Sandosh, Palmas, Walter R., Palmer, Nicholette D., Pankow, James S., Pedersen, Nancy L., Peters, Annette, Peyser, Patricia A., Polasek, Ozren, Raitakari, Olli T., Renström, Frida, Rice, Treva K., Ridker, Paul M., Robino, Antonietta, Robinson, Jennifer G., Rose, Lynda M., Rudan, Igor, Sabanayagam, Charumathi, Salako, Babatunde L., Sandow, Kevin, Schmidt, Carsten O., Schreiner, Pamela J., Scott, William R., Seshadri, Sudha, Sever, Peter, Sitlani, Colleen M., Smith, Jennifer A., Snieder, Harold, Starr, John M., Strauch, Konstantin, Tang, Hua, Taylor, Kent D., Teo, Yik Ying, Tham, Yih Chung, Ultterlinden, Andre G., Waldenberger, Melanie, Wang, Lihua, Wang, Ya X., Bin Wei, Wen, Williams, Christine, Wilson, Gregory, Wojczynski, Mary K., Yao, Jie, Yuan, Jian-Min, Zonderman, Alan B., Becker, Diane M., Boehnke, Michael, Bowden, Donald W., Chambers, John C., Chen, Yii-Der Ida, de Faire, Ulf, Deary, Ian J., Esko, Tonu, Farrall, Martin, Forrester, Terrence, Franks, Paul W., Freedman, Barry I., Froguel, Philippe, Gasparini, Paolo, Gieger, Christian, Horta, Bernardo Lessa, Hung, Yi-Jen, Jonas, Jost B., Kato, Norihiro, Kooner, Jaspal S., Laakso, Markku, Lehtimaki, Terho, Liang, Kae-Woei, Magnusson, Patrik K. E., Newman, Anne B., Oldehinkel, Albertine J., Pereira, Alexandre C., Redline, Susan, Rettig, Rainer, Samani, Nilesh J., Scott, James, Shu, Xiao-Ou, van der Harst, Pim, Wagenknecht, Lynne E., Wareham, Nicholas J., Watkins, Hugh, Weir, David R., Wickremasinghe, Ananda R., Wu, Tangchun, Zheng, Wei, Kamatani, Yoichiro, Laurie, Cathy C., Bouchard, Claude, Cooper, Richard S., Evans, Michele K., Gudnason, Vilmundur, Kardia, Sharon L. R., Kritchevsky, Stephen B., Levy, Daniel, O'Connell, Jeff R., Psaty, Bruce M., van Dam, Rob M., Sims, Mario, Arnett, Donna K., Mook-Kanamori, Dennis O., Kelly, Tanika N., Fox, Ervin R., Hayward, Caroline, Fornage, Myriam, Rotimi, Charles N., Province, Michael A., van Duijn, Cornelia M., Tai, E. Shyong, Wong, Tien Yin, Loos, Ruth J. F., Reiner, Alex P., Rotter, Jerome I., Zhu, Xiaofeng, Bierut, Laura J., Gauderman, W. James, Caulfield, Mark J., Elliott, Paul, Rice, Kenneth, Munroe, Patricia B., Morrison, Alanna C., Cupples, L. Adrienne, Rao, Dabeeru C., and Chasman, Daniel I.
Abstract: Genome-wide association analysis advanced understanding of blood pressure (BP), a major risk factor for vascular conditions such as coronary heart disease and stroke. Accounting for smoking behavior may help identify BP loci and extend our knowledge of its genetic architecture. We performed genome-wide association meta-analyses of systolic and diastolic BP incorporating gene-smoking interactions in 610,091 individuals. Stage 1 analysis examined similar to 18.8 million SNPs and small insertion/deletion variants in 129,913 individuals from four ancestries (European, African, Asian, and Hispanic) with follow-up analysis of promising variants in 480,178 additional individuals from five ancestries. We identified 15 loci that were genome-wide significant (p < 5 x 10(-8)) in stage 1 and formally replicated in stage 2. A combined stage 1 and 2 meta-analysis identified 66 additional genome-wide significant loci (13, 35, and 18 loci in European, African, and trans-ancestry, respectively). A total of 56 known BP loci were also identified by our results (p < 5 x 10(-8)). Of the newly identified loci, ten showed significant interaction with smoking status, but none of them were replicated in stage 2. Several loci were identified in African ancestry, highlighting the importance of genetic studies in diverse populations. The identified loci show strong evidence for regulatory features and support shared pathophysiology with cardiometabolic and addiction traits. They also highlight a role in BP regulation for biological candidates such as modulators of vascular structure and function (CDKN1B, BCAR1-CFDP1, PXDN, EEA1), ciliopathies (SDCCAG8, RPGRIP1L), telomere maintenance (TNKS, PINX1, AKTIP), and central dopaminergic signaling MSRA, EBF2).
Published: 2018
Full Text: View/download PDF

59. Genetic analysis of over one million people identifies 535 new loci associated with blood pressure traits

Author: Evangelou, Evangelos, Warren, Helen R., Mosen-Ansorena, David, Mifsud, Borbala, Pazoki, Raha, Gao, He, Ntritsos, Georgios, Dimou, Niki, Cabrera, Claudia, Karaman, Ibrahim, Ng, Fu Liang, Evangelou, Marina, Witkowska, Katarzyna, Tzanis, Evan, Hellwege, Jacklyn, Giri, Ayush, Edwards, Digna R. Velez, Sun, Yan V., Cho, Kelly, Gaziano, J. Michael, Wilson, Peter W.F., Tsao, Philip S., Kovesdy, Csaba P., Esko, Tonu, Magi, Reedik, Milani, Lili, Almgren, Peter, Boutin, Thibaud, Debette, Stephanie, Ding, Jun, Giulianini, Franco, Holliday, Elizabeth G., Jackson, Anne U., Li-Gao, Ruifang, Lin, Wei-Yu, Luan, Jian'an, Mangino, Massimo, Oldmeadow, Christopher, Prins, Bram Peter, Qian, Yong, Sargurupremraj, Muralidharan, Shah, Nabi, Surendran, Praveen, Theriault, Sebastien, Verweij, Niek, Willems, Sara M., Zhao, Jing-Hua, Amouyel, Phillippe, Connell, John, de Mutsert, Renee, Doney, Alex S.F., Farrall, Martin, Menni, Cristina, Morris, Andrew D., Noordam, Raymond, Pare, Guillaume, Poulter, Neil R., Shields, Denis C., Stanton, Alice, Thom, Simon, Abecasis, Gonçalo, Amin, Najaf, Arking, Dan E., Ayers, Kristin L., Barbieri, Caterina M., Batini, Chiara, Bis, Joshua C., Blake, Tineka, Bochud, Murielle, Boehnke, Michael, Boerwinkle, Eric, Boomsma, Dorret I., Bottinger, Erwin P., Braund, Peter S., Brumat, Marco, Campbell, Archie, Campbell, Harry, Chakravarti, Aavinda, Chambers, John C., Chauhan, Ganesh, Ciullo, Marina, Cocca, Massimiliano, Collins, Francis, Cordell, Heather J., Davies, Gail, de Borst, Martin H., de Geus, Eco J., Deary, Ian J., Deelen, Joris, Del Greco, M. Fabiola, Demirkale, Cumhur Yusuf, Dörr, Marcus, Ehret, Georg B., Elosua, Roberto, Enroth, Stefan, Erzurumluoglu, A. Mesut, Ferreira, Teresa, Franberg, Mattias, Franco, Oscar H., Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmantas, Gieger, Christian, Girotto, Giorgia, Goel, Anuj, Gow, Alan, Gudnason, Vilmundur, Guo, Xiuqing, Gyllensten, Ulf, Hamsten, Anders, Harris, Tamara B., Harris, Sarah E., Hartman, Catharina A., Havulinna, Aki S., Hicks, Andrew A., Hofer, Edith, Hofman, Albert, Jottenga, Jouke-Jan, Huffman, Jennifer, Hwang, Shih-Jen, Ingelsson, Erik, James, Alan, Jansen, Rick, Jarvelin, Marjo-Riitta, Joehanes, Roby, Johansson, Asa, Johnson, Adnrew D., Joshi, Peter K., Jousilahti, Pekka, Jukema, J. Wouter, Jula, Antti, Kähönen, Mika, Kathiresan, Sekar, Keavney, Bernard D., Khaw, Kay-Tee, Knekt, Paul, Knight, Joanne, Kolcic, Ivana, Kooner, Jaspal S., Koskinen, Seppo, Kristiansson, Kati, Kutalik, Zoltan, Laan, Maris, Larson, Marty, Launer, Lenore J., Lehne, Benjamin, Lehtimäki, Terho, Liewald, David C.M., Lin, Li, Lind, Lars, Lindgren, Cecilia M., Liu, YongMei, Loos, Ruth J.F., Lopez, Lorna, Lu, Yingchang, Lyytikäinen, Leo-Pekka, Mahajan, Anubha, Mamasoula, Chrysovalanto, Marrugat, Jaume, Marten, Jonathan, Milaneschi, Yuri, Morgan, Anna, Morris, Andrew, Morrison, Alanna C., Munson, Peter J., Nalls, Mike A., Nandakumar, Priyanka, Nelson, Christopher P., Niiranen, Teemu, Nolte, Ilja M., Nutile, Teresa, Oldehinkel, Albertine J., Oostra, Ben A., O'Reilly, Paul F., Org, Elin, Padmanabhan, Sandosh, Palmas, Walter, Palotie, Aarno, Pattie, Alison, Polasek, Ozren, Pramstaller, Peter P., Nguyen, Quang Tri, Raitakari, Olli T., Ren, Meixia, Rettig, Rainer, Rice, Kenneth, Ridker, Paul M., Ried, Janina S., Riese, Harriëtte, Ripatti, Samuli, Robino, Antonietta, Rose, Lynda M., Rotter, Jerome I., Rudan, Igor, Ruggiero, Daniela, Saba, Yasaman, Sala, Cinzia F., Salomaa, Veikko, Samani, Nilesh J., Sarin, Antti-Pekka, Schmidt, Reinhold, Schmidt, Helena, Shrine, Nick, Siscovick, David, Smith, Albert V., Snieder, Harold, Sõber, Siim, Sorice, Rossella, Starr, John M., Stott, David, Strachan, David P., Strawbridge, Rona J., Sundström, Johan, Swertz, Morris A., Taylor, Kent D., Teumer, Alexander, Tobin, Martin D., Tomaszewski, Maciej, Toniolo, Daniela, Traglia, Michela, Trompet, Stella, Tuomilehto, Jaako, Tzourio, Christophe, Uitterlinden, Andre G., Vaez, Ahmad, van der Most, Peter J., van Duijn, Cornelia M., Vergnaud, Anne-Claire, verwoert, Germaine C., Vitart, Veronique, Völke, Uwe, Vollenweider, Peter, Vuckovic, Dragana, Watkins, Hugh, Wild, Sarah H., Willemsen, Gonneke, Wilson, James F., Wright, Alan F., Yao, Jie, Zemunik, Tatijana, Zhang, Weihua, Attia, John R., Butterworth, Adam S., Chasman, Daniel I., Conen, David, Cucca, Francesco, Danesh, John, Hayward, Caroline, Howson, Joanna M.M., Laakso, Markku, Lakatta, Edward G., Langenberg, Claudia, Melander, Olle, Mook-Kanamor, Dennis O., Palmer, Colin, Risch, Lorenz, Scott, Robert, Scott, Rodney, Sever, Peter, Spector, Tim D., van der Harst, Pim, Wareham, Nicholas J., Zeggini, Eleftheria, Levy, Daniel, Munroe, Patricia B., Newton-Cheh, Christopher, Brown, Morris J., Metspalu, Andres, Hung, Adriana M., O'Donnell, Christopher, Edwards, Todd L., Psaty, Bruce M., Tzoulaki, Ioanna, Barnes, Michael R., Wain, Louise V., Elliott, Paul, Caulfield, Mark J., Evangelou, Evangelos, Warren, Helen R., Mosen-Ansorena, David, Mifsud, Borbala, Pazoki, Raha, Gao, He, Ntritsos, Georgios, Dimou, Niki, Cabrera, Claudia, Karaman, Ibrahim, Ng, Fu Liang, Evangelou, Marina, Witkowska, Katarzyna, Tzanis, Evan, Hellwege, Jacklyn, Giri, Ayush, Edwards, Digna R. Velez, Sun, Yan V., Cho, Kelly, Gaziano, J. Michael, Wilson, Peter W.F., Tsao, Philip S., Kovesdy, Csaba P., Esko, Tonu, Magi, Reedik, Milani, Lili, Almgren, Peter, Boutin, Thibaud, Debette, Stephanie, Ding, Jun, Giulianini, Franco, Holliday, Elizabeth G., Jackson, Anne U., Li-Gao, Ruifang, Lin, Wei-Yu, Luan, Jian'an, Mangino, Massimo, Oldmeadow, Christopher, Prins, Bram Peter, Qian, Yong, Sargurupremraj, Muralidharan, Shah, Nabi, Surendran, Praveen, Theriault, Sebastien, Verweij, Niek, Willems, Sara M., Zhao, Jing-Hua, Amouyel, Phillippe, Connell, John, de Mutsert, Renee, Doney, Alex S.F., Farrall, Martin, Menni, Cristina, Morris, Andrew D., Noordam, Raymond, Pare, Guillaume, Poulter, Neil R., Shields, Denis C., Stanton, Alice, Thom, Simon, Abecasis, Gonçalo, Amin, Najaf, Arking, Dan E., Ayers, Kristin L., Barbieri, Caterina M., Batini, Chiara, Bis, Joshua C., Blake, Tineka, Bochud, Murielle, Boehnke, Michael, Boerwinkle, Eric, Boomsma, Dorret I., Bottinger, Erwin P., Braund, Peter S., Brumat, Marco, Campbell, Archie, Campbell, Harry, Chakravarti, Aavinda, Chambers, John C., Chauhan, Ganesh, Ciullo, Marina, Cocca, Massimiliano, Collins, Francis, Cordell, Heather J., Davies, Gail, de Borst, Martin H., de Geus, Eco J., Deary, Ian J., Deelen, Joris, Del Greco, M. Fabiola, Demirkale, Cumhur Yusuf, Dörr, Marcus, Ehret, Georg B., Elosua, Roberto, Enroth, Stefan, Erzurumluoglu, A. Mesut, Ferreira, Teresa, Franberg, Mattias, Franco, Oscar H., Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmantas, Gieger, Christian, Girotto, Giorgia, Goel, Anuj, Gow, Alan, Gudnason, Vilmundur, Guo, Xiuqing, Gyllensten, Ulf, Hamsten, Anders, Harris, Tamara B., Harris, Sarah E., Hartman, Catharina A., Havulinna, Aki S., Hicks, Andrew A., Hofer, Edith, Hofman, Albert, Jottenga, Jouke-Jan, Huffman, Jennifer, Hwang, Shih-Jen, Ingelsson, Erik, James, Alan, Jansen, Rick, Jarvelin, Marjo-Riitta, Joehanes, Roby, Johansson, Asa, Johnson, Adnrew D., Joshi, Peter K., Jousilahti, Pekka, Jukema, J. Wouter, Jula, Antti, Kähönen, Mika, Kathiresan, Sekar, Keavney, Bernard D., Khaw, Kay-Tee, Knekt, Paul, Knight, Joanne, Kolcic, Ivana, Kooner, Jaspal S., Koskinen, Seppo, Kristiansson, Kati, Kutalik, Zoltan, Laan, Maris, Larson, Marty, Launer, Lenore J., Lehne, Benjamin, Lehtimäki, Terho, Liewald, David C.M., Lin, Li, Lind, Lars, Lindgren, Cecilia M., Liu, YongMei, Loos, Ruth J.F., Lopez, Lorna, Lu, Yingchang, Lyytikäinen, Leo-Pekka, Mahajan, Anubha, Mamasoula, Chrysovalanto, Marrugat, Jaume, Marten, Jonathan, Milaneschi, Yuri, Morgan, Anna, Morris, Andrew, Morrison, Alanna C., Munson, Peter J., Nalls, Mike A., Nandakumar, Priyanka, Nelson, Christopher P., Niiranen, Teemu, Nolte, Ilja M., Nutile, Teresa, Oldehinkel, Albertine J., Oostra, Ben A., O'Reilly, Paul F., Org, Elin, Padmanabhan, Sandosh, Palmas, Walter, Palotie, Aarno, Pattie, Alison, Polasek, Ozren, Pramstaller, Peter P., Nguyen, Quang Tri, Raitakari, Olli T., Ren, Meixia, Rettig, Rainer, Rice, Kenneth, Ridker, Paul M., Ried, Janina S., Riese, Harriëtte, Ripatti, Samuli, Robino, Antonietta, Rose, Lynda M., Rotter, Jerome I., Rudan, Igor, Ruggiero, Daniela, Saba, Yasaman, Sala, Cinzia F., Salomaa, Veikko, Samani, Nilesh J., Sarin, Antti-Pekka, Schmidt, Reinhold, Schmidt, Helena, Shrine, Nick, Siscovick, David, Smith, Albert V., Snieder, Harold, Sõber, Siim, Sorice, Rossella, Starr, John M., Stott, David, Strachan, David P., Strawbridge, Rona J., Sundström, Johan, Swertz, Morris A., Taylor, Kent D., Teumer, Alexander, Tobin, Martin D., Tomaszewski, Maciej, Toniolo, Daniela, Traglia, Michela, Trompet, Stella, Tuomilehto, Jaako, Tzourio, Christophe, Uitterlinden, Andre G., Vaez, Ahmad, van der Most, Peter J., van Duijn, Cornelia M., Vergnaud, Anne-Claire, verwoert, Germaine C., Vitart, Veronique, Völke, Uwe, Vollenweider, Peter, Vuckovic, Dragana, Watkins, Hugh, Wild, Sarah H., Willemsen, Gonneke, Wilson, James F., Wright, Alan F., Yao, Jie, Zemunik, Tatijana, Zhang, Weihua, Attia, John R., Butterworth, Adam S., Chasman, Daniel I., Conen, David, Cucca, Francesco, Danesh, John, Hayward, Caroline, Howson, Joanna M.M., Laakso, Markku, Lakatta, Edward G., Langenberg, Claudia, Melander, Olle, Mook-Kanamor, Dennis O., Palmer, Colin, Risch, Lorenz, Scott, Robert, Scott, Rodney, Sever, Peter, Spector, Tim D., van der Harst, Pim, Wareham, Nicholas J., Zeggini, Eleftheria, Levy, Daniel, Munroe, Patricia B., Newton-Cheh, Christopher, Brown, Morris J., Metspalu, Andres, Hung, Adriana M., O'Donnell, Christopher, Edwards, Todd L., Psaty, Bruce M., Tzoulaki, Ioanna, Barnes, Michael R., Wain, Louise V., Elliott, Paul, and Caulfield, Mark J.
Abstract: High blood pressure is a highly heritable and modifiable risk factor for cardiovascular disease. We report the largest genetic association study of blood pressure traits (systolic, diastolic, pulse pressure) to date in over one million people of European ancestry. We identify 535 novel blood pressure loci that not only offer new biological insights into blood pressure regulation but also reveal shared genetic architecture between blood pressure and lifestyle exposures. Our findings identify new biological pathways for blood pressure regulation with potential for improved cardiovascular disease prevention in the future.
Published: 2018

60. Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders

Author: Ligthart, Symen, Vaez, Ahmad, Vosa, Urmo, Stathopoulou, Maria G., de Vries, Paul S., Prins, Bram P., Van der Most, Peter J., Tanaka, Toshiko, Naderi, Elnaz, Rose, Lynda M., Wu, Ying, Karlsson, Robert, Barbalic, Maja, Lin, Honghuang, Pool, Rene, Zhu, Gu, Mace, Aurelien, Sidore, Carlo, Trompet, Stella, Mangino, Massimo, Sabater-Lleal, Maria, Kemp, John P., Abbasi, Ali, Kacprowski, Tim, Verweij, Niek, Smith, Albert V., Huang, Tao, Marzi, Carola, Feitosa, Mary F., Lohman, Kurt K., Kleber, Marcus E., Milaneschi, Yuri, Mueller, Christian, Huq, Mahmudul, Vlachopoulou, Efthymia, Lyytikainen, Leo-Pekka, Oldmeadow, Christopher, Deelen, Joris, Perola, Markus, Zhao, Jing, Feenstra, Bjarke, Amini, Marzyeh, Lahti, Jari, Schraut, Katharina E., Fornage, Myriam, Suktitipat, Bhoom, Chen, Wei-Min, Li, Xiaohui, Nutile, Teresa, Malerba, Giovanni, Luan, Jian'an, Bak, Tom, Schork, Nicholas, Del Greco, Fabiola M., Thiering, Elisabeth, Mahajan, Anubha, Marioni, Riccardo E., Mihailov, Evelin, Eriksson, Joel, Ozel, Ayse Bilge, Zhang, Weihua, Nethander, Maria, Cheng, Yu-Ching, Aslibekyan, Stella, Ang, Wei, Gandin, Ilaria, Yengo, Loic, Portas, Laura, Kooperberg, Charles, Hofer, Edith, Rajan, Kumar B., Schurmann, Claudia, den Hollander, Wouter, Ahluwalia, Tarunveer S., Draisma, Harmen H. M., Ford, Ian, Timpson, Nicholas, Teumer, Alexander, Huang, Hongyan, Wahl, Simone, Liu, YongMei, Huang, Jie, Uh, Hae-Won, Geller, Frank, Joshi, Peter K., Yanek, Lisa R., Trabetti, Elisabetta, Lehne, Benjamin, Vozzi, Diego, Verbanck, Marie, Biino, Ginevra, Saba, Yasaman, Meulenbelt, Ingrid, O'Connell, Jeff R., Laakso, Markku, Giulianini, Franco, Magnusson, Patrik K. E., Ballantyne, Christie M., Hottenga, Jouke Jan, Montgomery, GrantW., Rivadineira, Fernando, Rueedi, Rico, Steri, Maristella, Herzig, Karl-Heinz, Stott, David J., Menni, Cristina, Franberg, Mattias, St Pourcain, Beate, Felix, Stephan B., Pers, Tune H., Bakker, Stephan J. L., Kraft, Peter, Peters, Annette, Vaidya, Dhananjay, Delgado, Graciela, Smit, Johannes H., Grossmann, Vera, Sinisalo, Juha, Seppala, Ilkka, Williams, Stephen R., Holliday, Elizabeth G., Moed, Matthijs, Langenberg, Claudia, Raikkonen, Katri, Ding, Jingzhong, Campbell, Harry, Sale, Michele M., Chen, Yii-Der I., James, Alan L., Ruggiero, Daniela, Soranzo, Nicole, Hartman, Catharina A., Smith, Erin N., Berenson, Gerald S., Fuchsberger, Christian, Hernandez, Dena, Tiesler, Carla M. T., Giedraitis, Vilmantas, Liewald, David, Fischer, Krista, Mellstrom, Dan, Larsson, Anders, Wang, Yunmei, Scott, William R., Lorentzon, Matthias, Beilby, John, Ryan, Kathleen A., Pennell, Craig E., Vuckovic, Dragana, Balkau, Beverly, Concas, Maria Pina, Schmidt, Reinhold, de Leon, Carlos F. Mendes, Bottinger, Erwin P., Kloppenburg, Margreet, Paternoster, Lavinia, Boehnke, Michael, Musk, A. W., Willemsen, Gonneke, Evans, David M., Madden, Pamela A. F., Kahonen, Mika, Kutalik, Zoltan, Zoledziewska, Magdalena, Karhunen, Ville, Kritchevsky, Stephen B., Sattar, Naveed, Lachance, Genevieve, Clarke, Robert, Harris, Tamara B., Raitakari, Olli T., Attia, John R., Van Heemst, Diana, Kajantie, Eero, Sorice, Rossella, Gambaro, Giovanni, Scott, Robert A., Hicks, Andrew A., Ferrucci, Luigi, Standl, Marie, Lindgren, Cecilia M., Starr, John M., Karlsson, Magnus, Lind, Lars, Li, Jun Z., Chambers, John C., Mori, Trevor A., de Geus, Eco J. C. N., Heath, Andrew C., Martin, Nicholas G., Auvinen, Juha, Buckley, Brendan M., de Craen, Anton J. M., Waldenberger, Melanie, Strauch, Konstantin, Meitinger, Thomas, Scott, Rodney J., McEvoy, Mark, Beekman, Marian, Bombieri, Cristina, Ridker, Paul M., Mohlke, Karen L., Pedersen, Nancy L., Morrison, Alanna C., Boomsma, Dorret I., Whitfield, John B., Strachan, David P., Hofman, Albert, Vollenweider, Peter, Cucca, Francesco, Jarvelin, Marjo-Riitta, Jukema, J. Wouter, Spector, Tim D., Hamsten, Anders, Zeller, Tanja, Uitterlinden, Andre G., Nauck, Matthias, Gudnason, Vilmundur, Qi, Lu, Grallert, Harald, Borecki, Ingrid B., Rotter, Jerome I., Maerz, Winfried, Wild, Philipp S., Lokki, Marja-Liisa, Boyle, Michael, Salomaa, Veikko, Melbye, Mads, Eriksson, Johan G., Wilson, James F., Penninx, Brenda W. J. H., Becker, Diane M., Worrall, Bradford B., Gibson, Greg, Krauss, Ronald M., Ciullo, Marina, Zaza, Gianluigi, Wareham, Nicholas J., Oldehinkel, Albertine J., Palmer, Lyle J., Murray, Sarah S., Pramstaller, Peter P., Bandinelli, Stefania, Heinrich, Joachim, Ingelsson, Erik, Deary, Ian J., Magi, Reedik, Vandenput, Liesbeth, van der Harst, Pim, Desch, Karl C., Kooner, Jaspal S., Ohlsson, Claes, Hayward, Caroline, Lehtimaki, Terho, Shuldiner, Alan R., Arnett, Donna K., Beilin, Lawrence J., Robino, Antonietta, Froguel, Philippe, Pirastu, Mario, Jess, Tine, Koenig, Wolfgang, Loos, Ruth J. F., Evans, Denis A., Schmidt, Helena, Smith, George Davey, Slagboom, P. Eline, Eiriksdottir, Gudny, Morris, Andrew P., Psaty, Bruce M., Tracy, Russell P., Nolte, Ilja M., Boerwinkle, Eric, Visvikis-Siest, Sophie, Reiner, Alex P., Gross, Myron, Bis, Joshua C., Franke, Lude, Franco, Oscar H., Benjamin, Emelia J., Chasman, Daniel I., Dupuis, Josee, Snieder, Harold, Dehghan, Abbas, Alizadeh, Behrooz Z., Ligthart, Symen, Vaez, Ahmad, Vosa, Urmo, Stathopoulou, Maria G., de Vries, Paul S., Prins, Bram P., Van der Most, Peter J., Tanaka, Toshiko, Naderi, Elnaz, Rose, Lynda M., Wu, Ying, Karlsson, Robert, Barbalic, Maja, Lin, Honghuang, Pool, Rene, Zhu, Gu, Mace, Aurelien, Sidore, Carlo, Trompet, Stella, Mangino, Massimo, Sabater-Lleal, Maria, Kemp, John P., Abbasi, Ali, Kacprowski, Tim, Verweij, Niek, Smith, Albert V., Huang, Tao, Marzi, Carola, Feitosa, Mary F., Lohman, Kurt K., Kleber, Marcus E., Milaneschi, Yuri, Mueller, Christian, Huq, Mahmudul, Vlachopoulou, Efthymia, Lyytikainen, Leo-Pekka, Oldmeadow, Christopher, Deelen, Joris, Perola, Markus, Zhao, Jing, Feenstra, Bjarke, Amini, Marzyeh, Lahti, Jari, Schraut, Katharina E., Fornage, Myriam, Suktitipat, Bhoom, Chen, Wei-Min, Li, Xiaohui, Nutile, Teresa, Malerba, Giovanni, Luan, Jian'an, Bak, Tom, Schork, Nicholas, Del Greco, Fabiola M., Thiering, Elisabeth, Mahajan, Anubha, Marioni, Riccardo E., Mihailov, Evelin, Eriksson, Joel, Ozel, Ayse Bilge, Zhang, Weihua, Nethander, Maria, Cheng, Yu-Ching, Aslibekyan, Stella, Ang, Wei, Gandin, Ilaria, Yengo, Loic, Portas, Laura, Kooperberg, Charles, Hofer, Edith, Rajan, Kumar B., Schurmann, Claudia, den Hollander, Wouter, Ahluwalia, Tarunveer S., Draisma, Harmen H. M., Ford, Ian, Timpson, Nicholas, Teumer, Alexander, Huang, Hongyan, Wahl, Simone, Liu, YongMei, Huang, Jie, Uh, Hae-Won, Geller, Frank, Joshi, Peter K., Yanek, Lisa R., Trabetti, Elisabetta, Lehne, Benjamin, Vozzi, Diego, Verbanck, Marie, Biino, Ginevra, Saba, Yasaman, Meulenbelt, Ingrid, O'Connell, Jeff R., Laakso, Markku, Giulianini, Franco, Magnusson, Patrik K. E., Ballantyne, Christie M., Hottenga, Jouke Jan, Montgomery, GrantW., Rivadineira, Fernando, Rueedi, Rico, Steri, Maristella, Herzig, Karl-Heinz, Stott, David J., Menni, Cristina, Franberg, Mattias, St Pourcain, Beate, Felix, Stephan B., Pers, Tune H., Bakker, Stephan J. L., Kraft, Peter, Peters, Annette, Vaidya, Dhananjay, Delgado, Graciela, Smit, Johannes H., Grossmann, Vera, Sinisalo, Juha, Seppala, Ilkka, Williams, Stephen R., Holliday, Elizabeth G., Moed, Matthijs, Langenberg, Claudia, Raikkonen, Katri, Ding, Jingzhong, Campbell, Harry, Sale, Michele M., Chen, Yii-Der I., James, Alan L., Ruggiero, Daniela, Soranzo, Nicole, Hartman, Catharina A., Smith, Erin N., Berenson, Gerald S., Fuchsberger, Christian, Hernandez, Dena, Tiesler, Carla M. T., Giedraitis, Vilmantas, Liewald, David, Fischer, Krista, Mellstrom, Dan, Larsson, Anders, Wang, Yunmei, Scott, William R., Lorentzon, Matthias, Beilby, John, Ryan, Kathleen A., Pennell, Craig E., Vuckovic, Dragana, Balkau, Beverly, Concas, Maria Pina, Schmidt, Reinhold, de Leon, Carlos F. Mendes, Bottinger, Erwin P., Kloppenburg, Margreet, Paternoster, Lavinia, Boehnke, Michael, Musk, A. W., Willemsen, Gonneke, Evans, David M., Madden, Pamela A. F., Kahonen, Mika, Kutalik, Zoltan, Zoledziewska, Magdalena, Karhunen, Ville, Kritchevsky, Stephen B., Sattar, Naveed, Lachance, Genevieve, Clarke, Robert, Harris, Tamara B., Raitakari, Olli T., Attia, John R., Van Heemst, Diana, Kajantie, Eero, Sorice, Rossella, Gambaro, Giovanni, Scott, Robert A., Hicks, Andrew A., Ferrucci, Luigi, Standl, Marie, Lindgren, Cecilia M., Starr, John M., Karlsson, Magnus, Lind, Lars, Li, Jun Z., Chambers, John C., Mori, Trevor A., de Geus, Eco J. C. N., Heath, Andrew C., Martin, Nicholas G., Auvinen, Juha, Buckley, Brendan M., de Craen, Anton J. M., Waldenberger, Melanie, Strauch, Konstantin, Meitinger, Thomas, Scott, Rodney J., McEvoy, Mark, Beekman, Marian, Bombieri, Cristina, Ridker, Paul M., Mohlke, Karen L., Pedersen, Nancy L., Morrison, Alanna C., Boomsma, Dorret I., Whitfield, John B., Strachan, David P., Hofman, Albert, Vollenweider, Peter, Cucca, Francesco, Jarvelin, Marjo-Riitta, Jukema, J. Wouter, Spector, Tim D., Hamsten, Anders, Zeller, Tanja, Uitterlinden, Andre G., Nauck, Matthias, Gudnason, Vilmundur, Qi, Lu, Grallert, Harald, Borecki, Ingrid B., Rotter, Jerome I., Maerz, Winfried, Wild, Philipp S., Lokki, Marja-Liisa, Boyle, Michael, Salomaa, Veikko, Melbye, Mads, Eriksson, Johan G., Wilson, James F., Penninx, Brenda W. J. H., Becker, Diane M., Worrall, Bradford B., Gibson, Greg, Krauss, Ronald M., Ciullo, Marina, Zaza, Gianluigi, Wareham, Nicholas J., Oldehinkel, Albertine J., Palmer, Lyle J., Murray, Sarah S., Pramstaller, Peter P., Bandinelli, Stefania, Heinrich, Joachim, Ingelsson, Erik, Deary, Ian J., Magi, Reedik, Vandenput, Liesbeth, van der Harst, Pim, Desch, Karl C., Kooner, Jaspal S., Ohlsson, Claes, Hayward, Caroline, Lehtimaki, Terho, Shuldiner, Alan R., Arnett, Donna K., Beilin, Lawrence J., Robino, Antonietta, Froguel, Philippe, Pirastu, Mario, Jess, Tine, Koenig, Wolfgang, Loos, Ruth J. F., Evans, Denis A., Schmidt, Helena, Smith, George Davey, Slagboom, P. Eline, Eiriksdottir, Gudny, Morris, Andrew P., Psaty, Bruce M., Tracy, Russell P., Nolte, Ilja M., Boerwinkle, Eric, Visvikis-Siest, Sophie, Reiner, Alex P., Gross, Myron, Bis, Joshua C., Franke, Lude, Franco, Oscar H., Benjamin, Emelia J., Chasman, Daniel I., Dupuis, Josee, Snieder, Harold, Dehghan, Abbas, and Alizadeh, Behrooz Z.
Published: 2018

61. New Quality Measure for CNV: A Multi-Omics Approach

Author: Lepamets, Maarja, Lepik, Kaido, Kals, Mart, Carmeli, Cristian, Claringbould, Annique, Bochud, Murielle, Stringhini, Silvia, Wijmenga, Cisca, Franke, Lude, Magi, Reedik, Kutalik, Zoltan, Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), and Stem Cell Aging Leukemia and Lymphoma (SALL)
Published: 2017

62. Genome-wide association analysis identifies novel blood pressure loci and offers biological insights into cardiovascular risk

Author: Warren, Helen R., Evangelou, Evangelos, Cabrera, Claudia P., Gao, He, Ren, Meixia, Mifsud, Borbala, Ntalla, Ioanna, Surendran, Praveen, Liu, Chunyu, Cook, James P., Kraja, Aldi T., Drenos, Fotios, Loh, Marie, Verweij, Niek, Marten, Jonathan, Karaman, Ibrahim, Lepe, Marcelo P. Segura, O'Reilly, Paul F., Knight, Joanne, Snieder, Harold, Kato, Norihiro, He, Jiang, Tai, E. Shyong, Said, M. Abdullah, Porteous, David, Alver, Maris, Poulter, Neil, Farrall, Martin, Gansevoort, Ron T., Padmanabhan, Sandosh, Magi, Reedik, Stanton, Alice, Connell, John, Bakker, Stephan J. L., Metspalu, Andres, Shields, Denis C., Thom, Simon, Brown, Morris, Sever, Peter, Esko, Tonu, Hayward, Caroline, van der Harst, Pim, Saleheen, Danish, Chowdhury, Rajiv, Chambers, John C., Chasman, Daniel I., Chakravarti, Aravinda, Newton-Cheh, Christopher, Lindgren, Cecilia M., Levy, Daniel, Kooner, Jaspal S., Keavney, Bernard, Tomaszewski, Maciej, Samani, Nilesh J., Howson, Joanna M. M., Tobin, Martin D., Munroe, Patricia B., Ehret, Georg B., Wain, Louise V., Barnes, Michael R., Tzoulaki, Joanna, Caulfield, Mark J., Elliott, Paul, Vaez, Ahmad, Jansen, Rick, Joehanes, Roby, van der Most, Peter J., Erzurumluoglu, A. Mesut, O'Reilly, Paul, Rose, Lynda M., Verwoert, Germaine C., Hottenga, Jouke-Jan, Strawbridge, Rona J., Arking, Dan E., Hwang, Shih-Jen, Guo, Xiuqing, Kutalik, Zoltan, Trompet, Stella, Shrine, Nick, Teumer, Alexander, Ried, Janina S., Bis, Joshua C., Smith, Albert V., Amin, Najaf, Nolte, Ilja M., Lyytikainen, Leo-Pekka, Mahajan, Anubha, Wareham, Nicholas J., Hofer, Edith, Joshi, Peter K., Kristiansson, Kati, Traglia, Michela, Havulinna, Aki S., Goel, Anuj, Nalls, Mike A., Sober, Siim, Vuckovic, Dragana, Luan, Jian'an, Del Greco M, Fabiola, Ayers, Kristin L., Marrugat, Jaume, Ruggiero, Daniela, Lopez, Lorna M., Niiranen, Teemu, Enroth, Stefan, Jackson, Anne U., Nelson, Christopher P., Huffman, Jennifer E., Zhang, Weihua, Gandin, Ilaria, Harris, Sarah E., Zemonik, Tatijana, Lu, Yingchang, Shah, Nabi, de Borst, Martin H., Mangino, Massimo, Prins, Bram P., Campbell, Archie, Li-Gao, Ruifang, Chauhan, Ganesh, Oldmeadow, Christopher, Abecasis, Goncalo, Abedi, Maryam, Barbieri, Caterina M., Batini, Chiara, Blake, Tineka, Boehnke, Michael, Bottinger, Erwin P., Braund, Peter S., Brumat, Marco, Campbell, Harry, Cocca, Massimiliano, Collins, Francis, Cordell, Heather J., Damman, Jeffrey J., Davies, Gail, de Geus, Eco J., de Mutsert, Renee, Deelen, Joris, Demirkale, Yusuf, Doney, Alex S. F., Dorr, Marcus, Ferreira, Teresa, Franberg, Mattias, Giedraitis, Vilmantas, Gieger, Christian, Giulianini, Franco, Gow, Alan J., Hamsten, Anders, Harris, Tamara B., Hofman, Albert, Holliday, Elizabeth G., Jarvelin, Marjo-Riitta, Johansson, Åsa, Johnson, Andrew D., Jousilahti, Pekka, Jula, Antti, Kahonen, Mika, Kathiresan, Sekar, Khaw, Kay-Tee, Kolcic, Ivana, Koskinen, Seppo, Langenberg, Claudia, Larson, Marty, Launer, Lenore J., Lehne, Benjamin, Liewald, David C. M., Lin, Li, Lind, Lars, Mach, Francois, Mamasoula, Chrysovalanto, Menni, Cristina, Milaneschi, Yuri, Morgan, Anna, Morris, Andrew D., Morrison, Alanna C., Munson, Peter J., Nandakumar, Priyanka, Nguyen, Quang Tri, Nutile, Teresa, Oldehinkel, Albertine J., Oostra, Ben A., Org, Elin, Palotie, Aarno, Pare, Guillaume, Pattie, Alison, Penninx, Brenda W. J. H., Pramstaller, Peter P., Raitakari, Olli T., Rice, Kenneth, Ridker, Paul M., Riese, Harriette, Ripatti, Samuli, Robino, Antonietta, Rotter, Jerome I., Rudan, Igor, Saba, Yasaman, Saint Pierre, Aude, Sala, Cinzia F., Sarin, Antti-Pekka, Schmidt, Reinhold, Scott, Rodney, Seelen, Marc A., Siscovick, David, Sorice, Rossella, Stott, David J., Sundström, Johan, Swertz, Morris, Taylor, Kent D., Tzoulaki, Ioanna, Tzourio, Christophe, Uitterlinden, Andre G., Volker, Uwe, Vollenweider, Peter, Wild, Sarah, Willemsen, Gonneke, Wright, Alan F., Yao, Jie, Theriault, Sebastien, Conen, David, John, Attia, Debette, Stephanie, Mook-Kanamori, Dennis O., Zeggini, Eleftheria, Spector, Tim D., Palmer, Colin N. A., Vergnaud, Anne-Claire, Loos, Ruth J. F., Polasek, Ozren, Starr, John M., Girotto, Giorgia, Lindgren, Cecila M., Vitart, Veronique, Tuomilehto, Jaakko, Gyllensten, Ulf, Knekt, Paul, Deary, Ian J., Ciullo, Marina, Elosua, Roberto, Keavney, Bernard D., Hicks, Andrew A., Scott, Robert A., Gasparini, Paolo, Laan, Maris, Liu, YongMei, Watkins, Hugh, Hartman, Catharina A., Salomaa, Veikko, Toniolo, Daniela, Perola, Markus, Wilson, James F., Schmidt, Helena, Zhao, Jing Hua, Lehtimaki, Terho, van Duijn, Cornelia M., Gudnason, Vilmundur, Psaty, Bruce M., Peters, Annette, Rettig, Rainer, James, Alan, Jukema, J. Wouter, Strachan, David P., Palmas, Walter, Ingelsson, Erik, Boomsma, Dorret I., Franco, Oscar H., Bochud, Murielle, Morris, Andrew P., Warren, Helen R., Evangelou, Evangelos, Cabrera, Claudia P., Gao, He, Ren, Meixia, Mifsud, Borbala, Ntalla, Ioanna, Surendran, Praveen, Liu, Chunyu, Cook, James P., Kraja, Aldi T., Drenos, Fotios, Loh, Marie, Verweij, Niek, Marten, Jonathan, Karaman, Ibrahim, Lepe, Marcelo P. Segura, O'Reilly, Paul F., Knight, Joanne, Snieder, Harold, Kato, Norihiro, He, Jiang, Tai, E. Shyong, Said, M. Abdullah, Porteous, David, Alver, Maris, Poulter, Neil, Farrall, Martin, Gansevoort, Ron T., Padmanabhan, Sandosh, Magi, Reedik, Stanton, Alice, Connell, John, Bakker, Stephan J. L., Metspalu, Andres, Shields, Denis C., Thom, Simon, Brown, Morris, Sever, Peter, Esko, Tonu, Hayward, Caroline, van der Harst, Pim, Saleheen, Danish, Chowdhury, Rajiv, Chambers, John C., Chasman, Daniel I., Chakravarti, Aravinda, Newton-Cheh, Christopher, Lindgren, Cecilia M., Levy, Daniel, Kooner, Jaspal S., Keavney, Bernard, Tomaszewski, Maciej, Samani, Nilesh J., Howson, Joanna M. M., Tobin, Martin D., Munroe, Patricia B., Ehret, Georg B., Wain, Louise V., Barnes, Michael R., Tzoulaki, Joanna, Caulfield, Mark J., Elliott, Paul, Vaez, Ahmad, Jansen, Rick, Joehanes, Roby, van der Most, Peter J., Erzurumluoglu, A. Mesut, O'Reilly, Paul, Rose, Lynda M., Verwoert, Germaine C., Hottenga, Jouke-Jan, Strawbridge, Rona J., Arking, Dan E., Hwang, Shih-Jen, Guo, Xiuqing, Kutalik, Zoltan, Trompet, Stella, Shrine, Nick, Teumer, Alexander, Ried, Janina S., Bis, Joshua C., Smith, Albert V., Amin, Najaf, Nolte, Ilja M., Lyytikainen, Leo-Pekka, Mahajan, Anubha, Wareham, Nicholas J., Hofer, Edith, Joshi, Peter K., Kristiansson, Kati, Traglia, Michela, Havulinna, Aki S., Goel, Anuj, Nalls, Mike A., Sober, Siim, Vuckovic, Dragana, Luan, Jian'an, Del Greco M, Fabiola, Ayers, Kristin L., Marrugat, Jaume, Ruggiero, Daniela, Lopez, Lorna M., Niiranen, Teemu, Enroth, Stefan, Jackson, Anne U., Nelson, Christopher P., Huffman, Jennifer E., Zhang, Weihua, Gandin, Ilaria, Harris, Sarah E., Zemonik, Tatijana, Lu, Yingchang, Shah, Nabi, de Borst, Martin H., Mangino, Massimo, Prins, Bram P., Campbell, Archie, Li-Gao, Ruifang, Chauhan, Ganesh, Oldmeadow, Christopher, Abecasis, Goncalo, Abedi, Maryam, Barbieri, Caterina M., Batini, Chiara, Blake, Tineka, Boehnke, Michael, Bottinger, Erwin P., Braund, Peter S., Brumat, Marco, Campbell, Harry, Cocca, Massimiliano, Collins, Francis, Cordell, Heather J., Damman, Jeffrey J., Davies, Gail, de Geus, Eco J., de Mutsert, Renee, Deelen, Joris, Demirkale, Yusuf, Doney, Alex S. F., Dorr, Marcus, Ferreira, Teresa, Franberg, Mattias, Giedraitis, Vilmantas, Gieger, Christian, Giulianini, Franco, Gow, Alan J., Hamsten, Anders, Harris, Tamara B., Hofman, Albert, Holliday, Elizabeth G., Jarvelin, Marjo-Riitta, Johansson, Åsa, Johnson, Andrew D., Jousilahti, Pekka, Jula, Antti, Kahonen, Mika, Kathiresan, Sekar, Khaw, Kay-Tee, Kolcic, Ivana, Koskinen, Seppo, Langenberg, Claudia, Larson, Marty, Launer, Lenore J., Lehne, Benjamin, Liewald, David C. M., Lin, Li, Lind, Lars, Mach, Francois, Mamasoula, Chrysovalanto, Menni, Cristina, Milaneschi, Yuri, Morgan, Anna, Morris, Andrew D., Morrison, Alanna C., Munson, Peter J., Nandakumar, Priyanka, Nguyen, Quang Tri, Nutile, Teresa, Oldehinkel, Albertine J., Oostra, Ben A., Org, Elin, Palotie, Aarno, Pare, Guillaume, Pattie, Alison, Penninx, Brenda W. J. H., Pramstaller, Peter P., Raitakari, Olli T., Rice, Kenneth, Ridker, Paul M., Riese, Harriette, Ripatti, Samuli, Robino, Antonietta, Rotter, Jerome I., Rudan, Igor, Saba, Yasaman, Saint Pierre, Aude, Sala, Cinzia F., Sarin, Antti-Pekka, Schmidt, Reinhold, Scott, Rodney, Seelen, Marc A., Siscovick, David, Sorice, Rossella, Stott, David J., Sundström, Johan, Swertz, Morris, Taylor, Kent D., Tzoulaki, Ioanna, Tzourio, Christophe, Uitterlinden, Andre G., Volker, Uwe, Vollenweider, Peter, Wild, Sarah, Willemsen, Gonneke, Wright, Alan F., Yao, Jie, Theriault, Sebastien, Conen, David, John, Attia, Debette, Stephanie, Mook-Kanamori, Dennis O., Zeggini, Eleftheria, Spector, Tim D., Palmer, Colin N. A., Vergnaud, Anne-Claire, Loos, Ruth J. F., Polasek, Ozren, Starr, John M., Girotto, Giorgia, Lindgren, Cecila M., Vitart, Veronique, Tuomilehto, Jaakko, Gyllensten, Ulf, Knekt, Paul, Deary, Ian J., Ciullo, Marina, Elosua, Roberto, Keavney, Bernard D., Hicks, Andrew A., Scott, Robert A., Gasparini, Paolo, Laan, Maris, Liu, YongMei, Watkins, Hugh, Hartman, Catharina A., Salomaa, Veikko, Toniolo, Daniela, Perola, Markus, Wilson, James F., Schmidt, Helena, Zhao, Jing Hua, Lehtimaki, Terho, van Duijn, Cornelia M., Gudnason, Vilmundur, Psaty, Bruce M., Peters, Annette, Rettig, Rainer, James, Alan, Jukema, J. Wouter, Strachan, David P., Palmas, Walter, Ingelsson, Erik, Boomsma, Dorret I., Franco, Oscar H., Bochud, Murielle, and Morris, Andrew P.
Abstract: Elevated blood pressure is the leading heritable risk factor for cardiovascular disease worldwide. We report genetic association of blood pressure (systolic, diastolic, pulse pressure) among UK Biobank participants of European ancestry with independent replication in other cohorts, and robust validation of 107 independent loci. We also identify new independent variants at 11 previously reported blood pressure loci. In combination with results from a range of in silico functional analyses and wet bench experiments, our findings highlight new biological pathways for blood pressure regulation enriched for genes expressed in vascular tissues and identify potential therapeutic targets for hypertension. Results from genetic risk score models raise the possibility of a precision medicine approach through early lifestyle intervention to offset the impact of blood pressure-raising genetic variants on future cardiovascular disease risk.
Published: 2017
Full Text: View/download PDF

63. Data Descriptor : Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author: Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., De Bunt, Martijn Van, Pearson, Richard D., Kumar, Ashish, Muller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stancakova, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothee, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loic, Tan, Sian-Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njolstad, Pal Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, Joao, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tonu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jorgensen, Marit E., Jorgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Karajamaki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabe, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter M., Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvänen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana Cn, Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald Cw, Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Ines, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Magi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, EShyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noel P., Florez, Jose C., Boehnke, Michael, McCarthy, Mark I., Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., De Bunt, Martijn Van, Pearson, Richard D., Kumar, Ashish, Muller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stancakova, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothee, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loic, Tan, Sian-Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njolstad, Pal Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, Joao, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tonu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jorgensen, Marit E., Jorgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Karajamaki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabe, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter M., Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvänen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana Cn, Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald Cw, Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Ines, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Magi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, EShyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noel P., Florez, Jose C., Boehnke, Michael, and McCarthy, Mark I.
Abstract: To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1-5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals (> 80% of low-frequency coding variants in similar to ~82 K Europeans via the exome chip, and similar to ~90% of low-frequency non-coding variants in similar to ~44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D., Erratum in: Scientific Data, volume 5, Article number: 180002, 2018Doi:10.1038/sdata.2018.2
Published: 2017
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64. New Blood Pressure-Associated Loci Identified in Meta-Analyses of 475000 Individuals

Author: Kraja, Aldi T., Cook, James P., Warren, Helen R., Surendran, Praveen, Liu, Chunyu, Evangelou, Evangelos, Manning, Alisa K., Grarup, Niels, Drenos, Fotios, Sim, Xueling, Smith, Albert Vernon, Amin, Najaf, Blakemore, Alexandra I. F., Bork-Jensen, Jette, Brandslund, Ivan, Farmaki, Aliki-Eleni, Fava, Cristiano, Ferreira, Teresa, Herzig, Karl-Heinz, Giri, Ayush, Giulianini, Franco, Grove, Megan L., Guo, Xiuqing, Harris, Sarah E., Have, Christian T., Havulinna, Aki S., Zhang, He, Jorgensen, Marit E., Karajamaki, AnneMari, Kooperberg, Charles, Linneberg, Allan, Little, Louis, Liu, Yongmei, Bonnycastle, Lori L., Lu, Yingchang, Magi, Reedik, Mahajan, Anubha, Malerba, Giovanni, Marioni, Riccardo E., Mei, Hao, Menni, Cristina, Morrison, Alanna C., Padmanabhan, Sandosh, Palmas, Walter, Poveda, Alaitz, Rauramaa, Rainer, Rayner, Nigel William, Riaz, Muhammad, Rice, Ken, Richard, Melissa A., Smith, Jennifer A., Southam, Lorraine, Stancakova, Alena, Stirrups, Kathleen E., Tragante, Vinicius, Tuomi, Tiinamaija, Tzoulald, Ioanna, Varga, Tibor V., Weiss, Stefan, Yiorkas, Andrianos M., Young, Robin, Zhang, Weihua, Barnes, Michael R., Cabrera, Claudia P., Gao, He, Boehnke, Michael, Boerwinkle, Eric, Chambers, John C., Connell, John M., Christensen, Cramer K., de Boer, Rudolf A., Deary, Ian J., Dedoussis, George, Deloukas, Panos, Dominiczak, Anna F., Dorr, Marcus, Joehanes, Roby, Edwards, Todd L., Esko, Tonu, Fornage, Myriam, Franceschini, Nora, Franks, Paul W., Gambaro, Giovanni, Groop, Leif, Hallmans, Goran, Hansen, Torben, Hayward, Caroline, Heikki, Oksa, Ingelsson, Erik, Tuomilehto, Jaakko, Jarvelin, Marjo-Riitta, Kardia, Sharon L. R., Karpe, Fredrik, Kooner, Jaspal S., Lakka, Timo A., Langenberg, Claudia, Lind, Lars, Loos, Ruth J. F., Laakso, Markku, McCarthy, Mark I., Melander, Olle, Mohlke, Karen L., Moris, Andrwe P., Palmer, Colin N. A., Pedersen, Oluf, Polasek, Ozren, Poulter, Neil R., Province, Michael A., Psaty, Bruce M., Ridker, Paul M., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sever, Peter J., Skaaby, Tea, Stafford, Jeanette M., Starr, John M., van der Harst, Pim, van der Meer, Peter, van Duijn, Cornelia M., Vergnaud, Anne-Claire, Gudnason, Vilmundur, Wareham, Nicholas J., Wilson, James G., Willer, Cristen J., Witte, Daniel R., Zeggini, Eleftheria, Saleheen, Danish, Butterworth, Adam S., Danesh, John, Asselbergs, Folkert W., Wain, Louise V., Ehret, Georg B., Chasman, Daniel I., Caulfield, Mark J., Elliott, Paul, Lindgren, Cecilia M., Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B., Howson, Joanna M. M., Kraja, Aldi T., Cook, James P., Warren, Helen R., Surendran, Praveen, Liu, Chunyu, Evangelou, Evangelos, Manning, Alisa K., Grarup, Niels, Drenos, Fotios, Sim, Xueling, Smith, Albert Vernon, Amin, Najaf, Blakemore, Alexandra I. F., Bork-Jensen, Jette, Brandslund, Ivan, Farmaki, Aliki-Eleni, Fava, Cristiano, Ferreira, Teresa, Herzig, Karl-Heinz, Giri, Ayush, Giulianini, Franco, Grove, Megan L., Guo, Xiuqing, Harris, Sarah E., Have, Christian T., Havulinna, Aki S., Zhang, He, Jorgensen, Marit E., Karajamaki, AnneMari, Kooperberg, Charles, Linneberg, Allan, Little, Louis, Liu, Yongmei, Bonnycastle, Lori L., Lu, Yingchang, Magi, Reedik, Mahajan, Anubha, Malerba, Giovanni, Marioni, Riccardo E., Mei, Hao, Menni, Cristina, Morrison, Alanna C., Padmanabhan, Sandosh, Palmas, Walter, Poveda, Alaitz, Rauramaa, Rainer, Rayner, Nigel William, Riaz, Muhammad, Rice, Ken, Richard, Melissa A., Smith, Jennifer A., Southam, Lorraine, Stancakova, Alena, Stirrups, Kathleen E., Tragante, Vinicius, Tuomi, Tiinamaija, Tzoulald, Ioanna, Varga, Tibor V., Weiss, Stefan, Yiorkas, Andrianos M., Young, Robin, Zhang, Weihua, Barnes, Michael R., Cabrera, Claudia P., Gao, He, Boehnke, Michael, Boerwinkle, Eric, Chambers, John C., Connell, John M., Christensen, Cramer K., de Boer, Rudolf A., Deary, Ian J., Dedoussis, George, Deloukas, Panos, Dominiczak, Anna F., Dorr, Marcus, Joehanes, Roby, Edwards, Todd L., Esko, Tonu, Fornage, Myriam, Franceschini, Nora, Franks, Paul W., Gambaro, Giovanni, Groop, Leif, Hallmans, Goran, Hansen, Torben, Hayward, Caroline, Heikki, Oksa, Ingelsson, Erik, Tuomilehto, Jaakko, Jarvelin, Marjo-Riitta, Kardia, Sharon L. R., Karpe, Fredrik, Kooner, Jaspal S., Lakka, Timo A., Langenberg, Claudia, Lind, Lars, Loos, Ruth J. F., Laakso, Markku, McCarthy, Mark I., Melander, Olle, Mohlke, Karen L., Moris, Andrwe P., Palmer, Colin N. A., Pedersen, Oluf, Polasek, Ozren, Poulter, Neil R., Province, Michael A., Psaty, Bruce M., Ridker, Paul M., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sever, Peter J., Skaaby, Tea, Stafford, Jeanette M., Starr, John M., van der Harst, Pim, van der Meer, Peter, van Duijn, Cornelia M., Vergnaud, Anne-Claire, Gudnason, Vilmundur, Wareham, Nicholas J., Wilson, James G., Willer, Cristen J., Witte, Daniel R., Zeggini, Eleftheria, Saleheen, Danish, Butterworth, Adam S., Danesh, John, Asselbergs, Folkert W., Wain, Louise V., Ehret, Georg B., Chasman, Daniel I., Caulfield, Mark J., Elliott, Paul, Lindgren, Cecilia M., Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B., and Howson, Joanna M. M.
Abstract: Background - Genome-wide association studies have recently identified >400 loci that harbor DNA sequence variants that influence blood pressure (BP). Our earlier studies identified and validated 56 single nucleotide variants (SNVs) associated with BP from meta-analyses of exome chip genotype data. An additional 100 variants yielded suggestive evidence of association. Methods and Results - Here, we augment the sample with 140886 European individuals from the UK Biobank, in whom 77 of the 100 suggestive SNVs were available for association analysis with systolic BP or diastolic BP or pulse pressure. We performed 2 meta-analyses, one in individuals of European, South Asian, African, and Hispanic descent (pan-ancestry, approximate to 475000), and the other in the subset of individuals of European descent (approximate to 423000). Twenty-one SNVs were genome-wide significant (P<5x10(-8) ) for BP, of which 4 are new BP loci: rs9678851 (missense, SLC4A1AP), rs7437940 (AFAP1), rs13303 (missense, STAB1), and rs1055144 (7p15.2). In addition, we identified a potentially independent novel BP-associated SNV, rs3416322 (missense, SYNPO2L) at a known locus, uncorrelated with the previously reported SNVs. Two SNVs are associated with expression levels of nearby genes, and SNVs at 3 loci are associated with other traits. One SNV with a minor allele frequency <0.01, (rs3025380 at DBH) was genome-wide significant. Conclusions - We report 4 novel loci associated with BP regulation, and 1 independent variant at an established BP locus. This analysis highlights several candidate genes with variation that alter protein function or gene expression for potential follow-up.
Published: 2017
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65. Genotype-covariate interaction effects and the heritability of adult body mass index

Author: Robinson, Matthew R., English, Geoffrey, Moser, Gerhard, Lloyd-Jones, Luke R., Triplett, Marcus A., Zhu, Zhihong, Nolte, Ilja M., van Vliet-Ostaptchouk, Jana V., Snieder, Harold, Esko, Tonu, Milani, Lili, Magi, Reedik, Metspalu, Andres, Magnusson, Patrik K. E., Pedersen, Nancy L., Ingelsson, Erik, Johannesson, Magnus, Yang, Jian, Cesarini, David, Visscher, Peter M., Robinson, Matthew R., English, Geoffrey, Moser, Gerhard, Lloyd-Jones, Luke R., Triplett, Marcus A., Zhu, Zhihong, Nolte, Ilja M., van Vliet-Ostaptchouk, Jana V., Snieder, Harold, Esko, Tonu, Milani, Lili, Magi, Reedik, Metspalu, Andres, Magnusson, Patrik K. E., Pedersen, Nancy L., Ingelsson, Erik, Johannesson, Magnus, Yang, Jian, Cesarini, David, and Visscher, Peter M.
Abstract: Obesity is a worldwide epidemic, with major health and economic costs. Here we estimate heritability for body mass index (BMI) in 172,000 sibling pairs and 150,832 unrelated individuals and explore the contribution of genotype-covariate interaction effects at common SNP loci. We find evidence for genotype-age interaction (likelihood ratio test (LRT) = 73.58, degrees of freedom (df) = 1, P = 4.83 x 10(-18)), which contributed 8.1% (1.4% s.e.) to BMI variation. Across eight self-reported lifestyle factors, including diet and exercise, we find genotype-environment interaction only for smoking behavior (LRT = 19.70, P = 5.03 x 10(-5) and LRT = 30.80, P = 1.42 x 10(-8)), which contributed 4.0% (0.8% s.e.) to BMI variation. Bayesian association analysis suggests that BMI is highly polygenic, with 75% of the SNP heritability attributable to loci that each explain <0.01% of the phenotypic variance. Our findings imply that substantially larger sample sizes across ages and lifestyles are required to understand the full genetic architecture of BMI.
Published: 2017
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66. Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author: Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., De Bunt, Martijn Van, Pearson, Richard D., Kumar, Ashish, Muller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stancakova, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothee, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loic, Tan, Sian-Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njolstad, Pal Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, Joao, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tonu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jorgensen, Marit E., Jorgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Karajamaki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabe, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter M., Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvanen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana Cn, Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald Cw, Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Ines, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Magi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, EShyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noel P., Florez, Jose C., Boehnke, Michael, McCarthy, Mark I., Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., De Bunt, Martijn Van, Pearson, Richard D., Kumar, Ashish, Muller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stancakova, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothee, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loic, Tan, Sian-Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njolstad, Pal Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, Joao, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tonu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jorgensen, Marit E., Jorgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Karajamaki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabe, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter M., Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvanen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana Cn, Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald Cw, Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Ines, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Magi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, EShyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noel P., Florez, Jose C., Boehnke, Michael, and McCarthy, Mark I.
Abstract: To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1-5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals (> 80% of low-frequency coding variants in similar to 82 K Europeans via the exome chip, and similar to 90% of low-frequency non-coding variants in similar to 44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D., Data DescriptorErrata: Flannick, J., Fuchsberger, C., Mahajan, A. et al. Erratum: Sequence data and association statistics from 12,940 type 2 diabetes cases and controls. Sci Data 5, 180002 (2018). DOI: 10.1038/sdata.2018.2
Published: 2017
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67. A Low-Frequency Inactivating AKT2 Variant Enriched in the Finnish Population Is Associated With Fasting Insulin Levels and Type 2 Diabetes Risk

Author: Manning, Alisa, Highland, Heather M., Gasser, Jessica, Sim, Xueling, Tukiainen, Taru, Fontanillas, Pierre, Grarup, Niels, Rivas, Manuel A., Mahajan, Anubha, Locke, Adam E., Cingolani, Pablo, Pers, Tune H., Vinuela, Ana, Brown, Andrew A., Wu, Ying, Flannick, Jason, Fuchsberger, Christian, Gamazon, Eric R., Gaulton, Kyle J., Im, Hae Kyung, Teslovich, Tanya M., Blackwell, Thomas W., Bork-Jensen, Jette, Burtt, Noel P., Chen, Yuhui, Green, Todd, Hartl, Christopher, Kang, Hyun Min, Kumar, Ashish, Ladenvall, Claes, Ma, Clement, Moutsianas, Loukas, Pearson, Richard D., Perry, John R. B., Rayner, N. William, Robertson, Neil R., Scott, Laura J., van de Bunt, Martijn, Eriksson, Johan G., Jula, Antti, Koskinen, Seppo, Lehtimaki, Terho, Palotie, Aarno, Raitakari, Olli T., Jacobs, Suzanne B. R., Wessel, Jennifer, Chu, Audrey Y., Scott, Robert A., Goodarzi, Mark O., Blancher, Christine, Buck, Gemma, Buck, David, Chines, Peter S., Gabriel, Stacey, Gjesing, Anette P., Groves, Christopher J., Hollensted, Mette, Huyghe, Jeroen R., Jackson, Anne U., Jun, Goo, Justesen, Johanne Marie, Mangino, Massimo, Murphy, Jacquelyn, Neville, Matt, Onofrio, Robert, Small, Kerrin S., Stringham, Heather M., Trakalo, Joseph, Banks, Eric, Carey, Jason, Carneiro, Mauricio O., DePristo, Mark, Farjoun, Yossi, Fennell, Timothy, Goldstein, Jacqueline I., Grant, George, de Angelis, Martin Hrabe, Maguire, Jared, Neale, Benjamin M., Poplin, Ryan, Purcell, Shaun, Schwarzmayr, Thomas, Shakir, Khalid, Smith, Joshua D., Strom, Tim M., Wieland, Thomas, Lindstrom, Jaana, Brandslund, Ivan, Christensen, Cramer, Surdulescu, Gabriela L., Lakka, Timo A., Doney, Alex S. F., Nilsson, Peter, Wareham, Nicholas J., Langenberg, Claudia, Varga, Tibor V., Franks, Paul W., Rolandsson, Olov, Rosengren, Anders H., Farook, Vidya S., Thameem, Farook, Puppala, Sobha, Kumar, Satish, Lehman, Donna M., Jenkinson, Christopher P., Curran, Joanne E., Hale, Daniel Esten, Fowler, Sharon P., Arya, Rector, DeFronzo, Ralph A., Abboud, Hanna E., Syvanen, Ann-Christine, Hicks, Pamela J., Palmer, Nicholette D., Ng, Maggie C. Y., Bowden, Donald W., Freedman, Barry I., Esko, Tonu, Magi, Reedik, Milani, Lili, Mihailov, Evelin, Metspalu, Andres, Narisu, Narisu, Kinnunen, Leena, Bonnycastle, Lori L., Swift, Amy, Pasko, Dorota, Wood, Andrew R., Fadista, Joao, Pollin, Toni I., Barzilai, Nir, Atzmon, Gil, Glaser, Benjamin, Thorand, Barbara, Strauch, Konstantin, Peters, Annette, Roden, Michael, Mueller-Nurasyid, Martina, Liang, Liming, Kriebel, Jennifer, Illig, Thomas, Grallert, Harald, Gieger, Christian, Meisinger, Christa, Lannfelt, Lars, Musani, Solomon K., Griswold, Michael, Taylor, Herman A., Jr., Wilson, Gregory, Sr., Correa, Adolfo, Oksa, Heikki, Scott, William R., Afzal, Uzma, Tan, Sian-Tsung, Loh, Marie, Chambers, John C., Sehmi, Jobanpreet, Kooner, Jaspal Singh, Lehne, Benjamin, Cho, Yoon Shin, Lee, Jong-Young, Han, Bok-Ghee, Karajamaki, Annemari, Qi, Qibin, Qi, Lu, Huang, Jinyan, Hu, Frank B., Melander, Olle, Orho-Melander, Marju, Below, Jennifer E., Aguilar, David, Wong, Tien Yin, Liu, Jianjun, Khor, Chiea-Chuen, Chia, Kee Seng, Lim, Wei Yen, Cheng, Ching-Yu, Chan, Edmund, Tai, E. Shyong, Aung, Tin, Linneberg, Allan, Isomaa, Bo, Meitinger, Thomas, Tuomi, Tiinamaija, Hakaste, Liisa, Kravic, Jasmina, Jorgensen, Marit E., Lauritzen, Torsten, Deloukas, Panos, Stirrups, Kathleen E., Owen, Katharine R., Farmer, Andrew J., Frayling, Timothy M., O'Rahilly, Stephen P., Walker, Mark, Levy, Jonathan C., Hodgkiss, Dylan, Hattersley, Andrew T., Kuulasmaa, Teemu, Stancakova, Alena, Barroso, Ines, Bharadwaj, Dwaipayan, Chan, Juliana, Chandak, Giriraj R., Daly, Mark J., Donnelly, Peter J., Ebrahim, Shah B., Elliott, Paul, Fingerlin, Tasha, Froguel, Philippe, Hu, Cheng, Jia, Weiping, Ma, Ronald C. W., McVean, Gilean, Park, Taesung, Prabhakaran, Dorairaj, Sandhu, Manjinder, Scott, James, Sladek, Rob, Tandon, Nikhil, Teo, Yik Ying, Zeggini, Eleftheria, Watanabe, Richard M., Koistinen, Heikki A., Kesaniemi, Y. Antero, Uusitupa, Matti, Spector, Timothy D., Salomaa, Veikko, Rauramaa, Rainer, Palmer, Colin N. A., Prokopenko, Inga, Morris, Andrew D., Bergman, Richard N., Collins, Francis S., Lind, Lars, Ingelsson, Erik, Tuomilehto, Jaakko, Karpe, Fredrik, Groop, Leif, Jorgensen, Torben, Hansen, Torben, Pedersen, Oluf, Kuusisto, Johanna, Abecasis, GonOalo, Bell, Graeme I., Blangero, John, Cox, Nancy J., Duggirala, Ravindranath, Seielstad, Mark, Wilson, James G., Dupuis, Josee, Ripatti, Samuli, Hanis, Craig L., Florez, Jose C., Mohlke, Karen L., Meigs, James B., Laakso, Markku, Morris, Andrew P., Boehnke, Michael, Altshuler, David, McCarthy, Mark I., Gloyn, Anna L., Lindgren, Cecilia M., Manning, Alisa, Highland, Heather M., Gasser, Jessica, Sim, Xueling, Tukiainen, Taru, Fontanillas, Pierre, Grarup, Niels, Rivas, Manuel A., Mahajan, Anubha, Locke, Adam E., Cingolani, Pablo, Pers, Tune H., Vinuela, Ana, Brown, Andrew A., Wu, Ying, Flannick, Jason, Fuchsberger, Christian, Gamazon, Eric R., Gaulton, Kyle J., Im, Hae Kyung, Teslovich, Tanya M., Blackwell, Thomas W., Bork-Jensen, Jette, Burtt, Noel P., Chen, Yuhui, Green, Todd, Hartl, Christopher, Kang, Hyun Min, Kumar, Ashish, Ladenvall, Claes, Ma, Clement, Moutsianas, Loukas, Pearson, Richard D., Perry, John R. B., Rayner, N. William, Robertson, Neil R., Scott, Laura J., van de Bunt, Martijn, Eriksson, Johan G., Jula, Antti, Koskinen, Seppo, Lehtimaki, Terho, Palotie, Aarno, Raitakari, Olli T., Jacobs, Suzanne B. R., Wessel, Jennifer, Chu, Audrey Y., Scott, Robert A., Goodarzi, Mark O., Blancher, Christine, Buck, Gemma, Buck, David, Chines, Peter S., Gabriel, Stacey, Gjesing, Anette P., Groves, Christopher J., Hollensted, Mette, Huyghe, Jeroen R., Jackson, Anne U., Jun, Goo, Justesen, Johanne Marie, Mangino, Massimo, Murphy, Jacquelyn, Neville, Matt, Onofrio, Robert, Small, Kerrin S., Stringham, Heather M., Trakalo, Joseph, Banks, Eric, Carey, Jason, Carneiro, Mauricio O., DePristo, Mark, Farjoun, Yossi, Fennell, Timothy, Goldstein, Jacqueline I., Grant, George, de Angelis, Martin Hrabe, Maguire, Jared, Neale, Benjamin M., Poplin, Ryan, Purcell, Shaun, Schwarzmayr, Thomas, Shakir, Khalid, Smith, Joshua D., Strom, Tim M., Wieland, Thomas, Lindstrom, Jaana, Brandslund, Ivan, Christensen, Cramer, Surdulescu, Gabriela L., Lakka, Timo A., Doney, Alex S. F., Nilsson, Peter, Wareham, Nicholas J., Langenberg, Claudia, Varga, Tibor V., Franks, Paul W., Rolandsson, Olov, Rosengren, Anders H., Farook, Vidya S., Thameem, Farook, Puppala, Sobha, Kumar, Satish, Lehman, Donna M., Jenkinson, Christopher P., Curran, Joanne E., Hale, Daniel Esten, Fowler, Sharon P., Arya, Rector, DeFronzo, Ralph A., Abboud, Hanna E., Syvanen, Ann-Christine, Hicks, Pamela J., Palmer, Nicholette D., Ng, Maggie C. Y., Bowden, Donald W., Freedman, Barry I., Esko, Tonu, Magi, Reedik, Milani, Lili, Mihailov, Evelin, Metspalu, Andres, Narisu, Narisu, Kinnunen, Leena, Bonnycastle, Lori L., Swift, Amy, Pasko, Dorota, Wood, Andrew R., Fadista, Joao, Pollin, Toni I., Barzilai, Nir, Atzmon, Gil, Glaser, Benjamin, Thorand, Barbara, Strauch, Konstantin, Peters, Annette, Roden, Michael, Mueller-Nurasyid, Martina, Liang, Liming, Kriebel, Jennifer, Illig, Thomas, Grallert, Harald, Gieger, Christian, Meisinger, Christa, Lannfelt, Lars, Musani, Solomon K., Griswold, Michael, Taylor, Herman A., Jr., Wilson, Gregory, Sr., Correa, Adolfo, Oksa, Heikki, Scott, William R., Afzal, Uzma, Tan, Sian-Tsung, Loh, Marie, Chambers, John C., Sehmi, Jobanpreet, Kooner, Jaspal Singh, Lehne, Benjamin, Cho, Yoon Shin, Lee, Jong-Young, Han, Bok-Ghee, Karajamaki, Annemari, Qi, Qibin, Qi, Lu, Huang, Jinyan, Hu, Frank B., Melander, Olle, Orho-Melander, Marju, Below, Jennifer E., Aguilar, David, Wong, Tien Yin, Liu, Jianjun, Khor, Chiea-Chuen, Chia, Kee Seng, Lim, Wei Yen, Cheng, Ching-Yu, Chan, Edmund, Tai, E. Shyong, Aung, Tin, Linneberg, Allan, Isomaa, Bo, Meitinger, Thomas, Tuomi, Tiinamaija, Hakaste, Liisa, Kravic, Jasmina, Jorgensen, Marit E., Lauritzen, Torsten, Deloukas, Panos, Stirrups, Kathleen E., Owen, Katharine R., Farmer, Andrew J., Frayling, Timothy M., O'Rahilly, Stephen P., Walker, Mark, Levy, Jonathan C., Hodgkiss, Dylan, Hattersley, Andrew T., Kuulasmaa, Teemu, Stancakova, Alena, Barroso, Ines, Bharadwaj, Dwaipayan, Chan, Juliana, Chandak, Giriraj R., Daly, Mark J., Donnelly, Peter J., Ebrahim, Shah B., Elliott, Paul, Fingerlin, Tasha, Froguel, Philippe, Hu, Cheng, Jia, Weiping, Ma, Ronald C. W., McVean, Gilean, Park, Taesung, Prabhakaran, Dorairaj, Sandhu, Manjinder, Scott, James, Sladek, Rob, Tandon, Nikhil, Teo, Yik Ying, Zeggini, Eleftheria, Watanabe, Richard M., Koistinen, Heikki A., Kesaniemi, Y. Antero, Uusitupa, Matti, Spector, Timothy D., Salomaa, Veikko, Rauramaa, Rainer, Palmer, Colin N. A., Prokopenko, Inga, Morris, Andrew D., Bergman, Richard N., Collins, Francis S., Lind, Lars, Ingelsson, Erik, Tuomilehto, Jaakko, Karpe, Fredrik, Groop, Leif, Jorgensen, Torben, Hansen, Torben, Pedersen, Oluf, Kuusisto, Johanna, Abecasis, GonOalo, Bell, Graeme I., Blangero, John, Cox, Nancy J., Duggirala, Ravindranath, Seielstad, Mark, Wilson, James G., Dupuis, Josee, Ripatti, Samuli, Hanis, Craig L., Florez, Jose C., Mohlke, Karen L., Meigs, James B., Laakso, Markku, Morris, Andrew P., Boehnke, Michael, Altshuler, David, McCarthy, Mark I., Gloyn, Anna L., and Lindgren, Cecilia M.
Abstract: To identify novel coding association signals and facilitate characterization of mechanisms influencing glycemic traits and type 2 diabetes risk, we analyzed 109,215 variants derived from exome array genotyping together with an additional 390,225 variants from exome sequence in up to 39,339 normoglycemic individuals from five ancestry groups. We identified a novel association between the coding variant (p.Pro50Thr) in AKT2 and fasting plasma insulin (FI), a gene in which rare fully penetrant mutations are causal for monogenic glycemic disorders. The low-frequency allele is associated with a 12% increase in FI levels. This variant is present at 1.1% frequency in Finns but virtually absent in individuals from other ancestries. Carriers of the FI-increasing allele had increased 2-h insulin values, decreased insulin sensitivity, and increased risk of type 2 diabetes (odds ratio 1.05). In cellular studies, the AKT2-Thr50 protein exhibited a partial loss of function. We extend the allelic spectrum for coding variants in AKT2 associated with disorders of glucose homeostasis and demonstrate bidirectional effects of variants within the pleckstrin homology domain of AKT2.
Published: 2017
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68. Exome-wide association study of plasma lipids in > 300,000 individuals

Author: Liu, Dajiang J., Peloso, Gina M., Yu, Haojie, Butterworth, Adam S., Wang, Xiao, Mahajan, Anubha, Saleheen, Danish, Emdin, Connor, Alam, Dewan, Alves, Alexessander Couto, Amouyel, Philippe, Di Angelantonio, Emanuele, Arveiler, Dominique, Assimes, Themistocles L., Auer, Paul L., Baber, Usman, Ballantyne, Christie M., Bang, Lia E., Benn, Marianne, Bis, Joshua C., Boehnke, Michael, Boerwinkle, Eric, Bork-Jensen, Jette, Bottinger, Erwin P., Brandslund, Ivan, Brown, Morris, Busonero, Fabio, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Y. Eugene, Chen, Yii-Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Connell, John M., Cucca, Francesco, Cupples, L. Adrienne, Damrauer, Scott M., Davies, Gail, Deary, Ian J., Dedoussis, George, Denny, Joshua C., Dominiczak, Anna, Dube, Marie-Pierre, Ebeling, Tapani, Eiriksdottir, Gudny, Esko, Tonu, Farmaki, Aliki-Eleni, Feitosa, Mary F., Ferrario, Marco, Ferrieres, Jean, Ford, Ian, Fornage, Myriam, Franks, Paul W., Frayling, Timothy M., Frikke-Schmidt, Ruth, Fritsche, Lars G., Frossard, Philippe, Fuster, Valentin, Ganesh, Santhi K., Gao, Wei, Garcia, Melissa E., Gieger, Christian, Giulianini, Franco, Goodarzi, Mark O., Grallert, Harald, Grarup, Niels, Groop, Leif, Grove, Megan L., Gudnason, Vilmundur, Hansen, Torben, Harris, Tamara B., Hayward, Caroline, Hirschhorn, Joel N., Holmen, Oddgeir L., Huffman, Jennifer, Huo, Yong, Hveem, Kristian, Jabeen, Sehrish, Jackson, Anne U., Jakobsdottir, Johanna, Jarvelin, Marjo-Riitta, Jensen, Gorm B., Jorgensen, Marit E., Jukema, J. Wouter, Justesen, Johanne M., Kamstrup, Pia R., Kanoni, Stavroula, Karpe, Fredrik, Kee, Frank, Khera, Amit V., Klarin, Derek, Koistinen, Heikki A., Kooner, Jaspal S., Kooperberg, Charles, Kuulasmaa, Kari, Kuusisto, Johanna, Laakso, Markku, Lakka, Timo, Langenberg, Claudia, Langsted, Anne, Launer, Lenore J., Lauritzen, Torsten, Liewald, David C. M., Lin, Li An, Linneberg, Allan, Loos, Ruth J. F., Lu, Yingchang, Lu, Xiangfeng, Magi, Reedik, Malarstig, Anders, Manichaikul, Ani, Manning, Alisa K., Mantyselka, Pekka, Marouli, Eirini, Masca, Nicholas G. D., Maschio, Andrea, Meigs, James B., Melander, Olle, Metspalu, Andres, Morris, Andrew P., Morrison, Alanna C., Mulas, Antonella, Mueller-Nurasyid, Martina, Munroe, Patricia B., Neville, Matt J., Nielsen, Jonas B., Nielsen, Sune F., Nordestgaard, Borge G., Ordovas, Jose M., Mehran, Roxana, O'Donnell, Christoper J., Orho-Melander, Marju, Molony, Cliona M., Muntendam, Pieter, Padmanabhan, Sandosh, Palmer, Colin N. A., Pasko, Dorota, Patel, Aniruddh P., Pedersen, Oluf, Perola, Markus, Peters, Annette, Pisinger, Charlotta, Pistis, Giorgio, Polasek, Ozren, Poulter, Neil, Psaty, Bruce M., Rader, Daniel J., Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F., Reiner, Alex P., Renström, Frida, Rich, Stephen S., Ridker, Paul M., Rioux, John D., Robertson, Neil R., Roden, Dan M., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sanna, Serena, Sattar, Naveed, Schmidt, Ellen M., Scott, Robert A., Sever, Peter, Sevilla, Raquel S., Shaffer, Christian M., Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S., Smith, Albert V., Smith, Blair H., Somayajula, Sangeetha, Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Starr, John M., Stirrups, Kathleen E., Stitziel, Nathan, Strauch, Konstantin, Stringham, Heather M., Surendran, Praveen, Tada, Hayato, Tall, Alan R., Tang, Hua, Tardif, Jean-Claude, Taylor, Kent D., Trompet, Stella, Tsao, Philip S., Tuomilehto, Jaakko, Tybjaerg-Hansen, Anne, van Zuydam, Natalie R., Varbo, Anette, Varga, Tibor V., Virtamo, Jarmo, Waldenberger, Melanie, Wang, Nan, Wareham, Nick J., Warren, Helen R., Weeke, Peter E., Weinstock, Joshua, Wessel, Jennifer, Wilson, James G., Wilson, Peter W. F., Xu, Ming, Yaghootkar, Hanieh, Young, Robin, Zeggini, Eleftheria, Zhang, He, Zheng, Neil S., Zhang, Weihua, Zhang, Yan, Zhou, Wei, Zhou, Yanhua, Zoledziewska, Magdalena, Howson, Joanna M. M., Danesh, John, McCarthy, Mark I., Cowan, Chad A., Abecasis, Goncalo, Deloukas, Panos, Musunuru, Kiran, Willer, Cristen J., Kathiresan, Sekar, Liu, Dajiang J., Peloso, Gina M., Yu, Haojie, Butterworth, Adam S., Wang, Xiao, Mahajan, Anubha, Saleheen, Danish, Emdin, Connor, Alam, Dewan, Alves, Alexessander Couto, Amouyel, Philippe, Di Angelantonio, Emanuele, Arveiler, Dominique, Assimes, Themistocles L., Auer, Paul L., Baber, Usman, Ballantyne, Christie M., Bang, Lia E., Benn, Marianne, Bis, Joshua C., Boehnke, Michael, Boerwinkle, Eric, Bork-Jensen, Jette, Bottinger, Erwin P., Brandslund, Ivan, Brown, Morris, Busonero, Fabio, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Y. Eugene, Chen, Yii-Der Ida, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Connell, John M., Cucca, Francesco, Cupples, L. Adrienne, Damrauer, Scott M., Davies, Gail, Deary, Ian J., Dedoussis, George, Denny, Joshua C., Dominiczak, Anna, Dube, Marie-Pierre, Ebeling, Tapani, Eiriksdottir, Gudny, Esko, Tonu, Farmaki, Aliki-Eleni, Feitosa, Mary F., Ferrario, Marco, Ferrieres, Jean, Ford, Ian, Fornage, Myriam, Franks, Paul W., Frayling, Timothy M., Frikke-Schmidt, Ruth, Fritsche, Lars G., Frossard, Philippe, Fuster, Valentin, Ganesh, Santhi K., Gao, Wei, Garcia, Melissa E., Gieger, Christian, Giulianini, Franco, Goodarzi, Mark O., Grallert, Harald, Grarup, Niels, Groop, Leif, Grove, Megan L., Gudnason, Vilmundur, Hansen, Torben, Harris, Tamara B., Hayward, Caroline, Hirschhorn, Joel N., Holmen, Oddgeir L., Huffman, Jennifer, Huo, Yong, Hveem, Kristian, Jabeen, Sehrish, Jackson, Anne U., Jakobsdottir, Johanna, Jarvelin, Marjo-Riitta, Jensen, Gorm B., Jorgensen, Marit E., Jukema, J. Wouter, Justesen, Johanne M., Kamstrup, Pia R., Kanoni, Stavroula, Karpe, Fredrik, Kee, Frank, Khera, Amit V., Klarin, Derek, Koistinen, Heikki A., Kooner, Jaspal S., Kooperberg, Charles, Kuulasmaa, Kari, Kuusisto, Johanna, Laakso, Markku, Lakka, Timo, Langenberg, Claudia, Langsted, Anne, Launer, Lenore J., Lauritzen, Torsten, Liewald, David C. M., Lin, Li An, Linneberg, Allan, Loos, Ruth J. F., Lu, Yingchang, Lu, Xiangfeng, Magi, Reedik, Malarstig, Anders, Manichaikul, Ani, Manning, Alisa K., Mantyselka, Pekka, Marouli, Eirini, Masca, Nicholas G. D., Maschio, Andrea, Meigs, James B., Melander, Olle, Metspalu, Andres, Morris, Andrew P., Morrison, Alanna C., Mulas, Antonella, Mueller-Nurasyid, Martina, Munroe, Patricia B., Neville, Matt J., Nielsen, Jonas B., Nielsen, Sune F., Nordestgaard, Borge G., Ordovas, Jose M., Mehran, Roxana, O'Donnell, Christoper J., Orho-Melander, Marju, Molony, Cliona M., Muntendam, Pieter, Padmanabhan, Sandosh, Palmer, Colin N. A., Pasko, Dorota, Patel, Aniruddh P., Pedersen, Oluf, Perola, Markus, Peters, Annette, Pisinger, Charlotta, Pistis, Giorgio, Polasek, Ozren, Poulter, Neil, Psaty, Bruce M., Rader, Daniel J., Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F., Reiner, Alex P., Renström, Frida, Rich, Stephen S., Ridker, Paul M., Rioux, John D., Robertson, Neil R., Roden, Dan M., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sanna, Serena, Sattar, Naveed, Schmidt, Ellen M., Scott, Robert A., Sever, Peter, Sevilla, Raquel S., Shaffer, Christian M., Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S., Smith, Albert V., Smith, Blair H., Somayajula, Sangeetha, Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Starr, John M., Stirrups, Kathleen E., Stitziel, Nathan, Strauch, Konstantin, Stringham, Heather M., Surendran, Praveen, Tada, Hayato, Tall, Alan R., Tang, Hua, Tardif, Jean-Claude, Taylor, Kent D., Trompet, Stella, Tsao, Philip S., Tuomilehto, Jaakko, Tybjaerg-Hansen, Anne, van Zuydam, Natalie R., Varbo, Anette, Varga, Tibor V., Virtamo, Jarmo, Waldenberger, Melanie, Wang, Nan, Wareham, Nick J., Warren, Helen R., Weeke, Peter E., Weinstock, Joshua, Wessel, Jennifer, Wilson, James G., Wilson, Peter W. F., Xu, Ming, Yaghootkar, Hanieh, Young, Robin, Zeggini, Eleftheria, Zhang, He, Zheng, Neil S., Zhang, Weihua, Zhang, Yan, Zhou, Wei, Zhou, Yanhua, Zoledziewska, Magdalena, Howson, Joanna M. M., Danesh, John, McCarthy, Mark I., Cowan, Chad A., Abecasis, Goncalo, Deloukas, Panos, Musunuru, Kiran, Willer, Cristen J., and Kathiresan, Sekar
Abstract: We screened variants on an exome-focused genotyping array in >300,000 participants (replication in >280,000 participants) and identified 444 independent variants in 250 loci significantly associated with total cholesterol (TC), high-density-lipoprotein cholesterol (HDL-C), low-densitylipoprotein cholesterol (LDL-C), and/or triglycerides (TG). At two loci (JAK2 and A1CF), experimental analysis in mice showed lipid changes consistent with the human data. We also found that: (i) beta-thalassemia trait carriers displayed lower TC and were protected from coronary artery disease (CAD); (ii) excluding the CETP locus, there was not a predictable relationship between plasma HDL-C and risk for age-related macular degeneration; (iii) only some mechanisms of lowering LDL-C appeared to increase risk for type 2 diabetes (T2D); and (iv) TG-lowering alleles involved in hepatic production of TG-rich lipoproteins (TM6SF2 and PNPLA3) tracked with higher liver fat, higher risk for T2D, and lower risk for CAD, whereas TG-lowering alleles involved in peripheral lipolysis (LPL and ANGPTL4) had no effect on liver fat but decreased risks for both T2D and CAD.
Published: 2017
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69. Ranking and characterization of established BMI and lipid associated loci as candidates for gene-environment interactions

Author: Shungin, Dmitry, Deng, Wei Q., Varga, Tibor V., Luan, Jian'an, Mihailov, Evelin, Metspalu, Andres, Morris, Andrew P., Forouhi, Nita G., Lindgren, Cecilia, Magnusson, Patrik K. E., Pedersen, Nancy L., Hallmans, Göran, Chu, Audrey Y., Justice, Anne E., Graff, Mariaelisa, Winkler, Thomas W., Rose, Lynda M., Langenberg, Claudia, Cupples, L. Adrienne, Ridker, Paul M., Wareham, Nicholas J., Ong, Ken K., Loos, Ruth J. F., Chasman, Daniel I., Ingelsson, Erik, Kilpeläinen, Tuomas O., Scott, Robert A., Magi, Reedik, Pare, Guillaume, Franks, Paul W., Shungin, Dmitry, Deng, Wei Q., Varga, Tibor V., Luan, Jian'an, Mihailov, Evelin, Metspalu, Andres, Morris, Andrew P., Forouhi, Nita G., Lindgren, Cecilia, Magnusson, Patrik K. E., Pedersen, Nancy L., Hallmans, Göran, Chu, Audrey Y., Justice, Anne E., Graff, Mariaelisa, Winkler, Thomas W., Rose, Lynda M., Langenberg, Claudia, Cupples, L. Adrienne, Ridker, Paul M., Wareham, Nicholas J., Ong, Ken K., Loos, Ruth J. F., Chasman, Daniel I., Ingelsson, Erik, Kilpeläinen, Tuomas O., Scott, Robert A., Magi, Reedik, Pare, Guillaume, and Franks, Paul W.
Abstract: Phenotypic variance heterogeneity across genotypes at a single nucleotide polymorphism (SNP) may reflect underlying gene-environment (GxE) or gene-gene interactions. We modeled variance heterogeneity for blood lipids and BMI in up to 44,211 participants and investigated relationships between variance effects (P-v), GxE interaction effects (with smoking and physical activity), and marginal genetic effects (P-m). Correlations between P-v and P-m were stronger for SNPs with established marginal effects (Spearman's rho = 0.401 for triglycerides, and rho = 0.236 for BMI) compared to all SNPs. When P-v and P-m were compared for all pruned SNPs, only BMI was statistically significant (Spearman's rho = 0.010). Overall, SNPs with established marginal effects were overrepresented in the nominally significant part of the P-v distribution (P-binomial < 0.05). SNPs from the top 1% of the P-m distribution for BMI had more significant P-v values (Pmann-Whitney = 1.46x10(-5)), and the odds ratio of SNPs with nominally significant (< 0.05) P-m and P-v was 1.33 (95% CI: 1.12, 1.57) for BMI. Moreover, BMI SNPs with nominally significant GxE interaction P-values (Pint < 0.05) were enriched with nominally significant P-v values (P-binomial = 8.63x10(-9) and 8.52x10(-7) for SNP x smoking and SNP x physical activity, respectively). We conclude that some loci with strong marginal effects may be good candidates for GxE, and variance-based prioritization can be used to identify them.
Published: 2017
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70. Genome-wide multiphenotype and eQTL analyses provide novel insights into omega fatty acid metabolism and Type 2 diabetes

Author: Kaakinen, Marika, Claringbould, Annique, Hagenbeek, Fiona, Magi, Reedik, Ala-Korpela, Mika, Jarvelin, Marjo-Riitta, Prokopenko, Inga, and Commission of the European Communities
Subjects: Endocrinology & Metabolism, Science & Technology, 11 Medical And Health Sciences, Life Sciences & Biomedicine
Published: 2016

71. The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape : A Large-Scale Genome-Wide Interaction Study

Author: Winkler, Thomas W., Justice, Anne E., Graff, Mariaelisa, Barata, Llilda, Feitosa, Mary F., Chu, Su, Czajkowski, Jacek, Esko, Tonu, Fall, Tove, Kilpelainen, Tuomas O., Lu, Yingchang, Magi, Reedik, Mihailov, Evelin, Pers, Tune H., Rueeger, Sina, Teumer, Alexander, Ehret, Georg B., Ferreira, Teresa, Heard-Costa, Nancy L., Karjalainen, Juha, Lagou, Vasiliki, Mahajan, Anubha, Neinast, Michael D., Prokopenko, Inga, Simino, Jeannette, Teslovich, Tanya M., Jansen, Rick, Westra, Harm-Jan, White, Charles C., Absher, Devin, Ahluwalia, Tarunveer S., Ahmad, Shafqat, Albrecht, Eva, Alves, Alexessander Couto, Bragg-Gresham, Jennifer L., de Craen, Anton J. M., Bis, Joshua C., Bonnefond, Amelie, Boucher, Gabrielle, Cadby, Gemma, Cheng, Yu-Ching, Chiang, Charleston W. K., Haitjema, Saskia, van der Laan, Sander W., van Setten, Jessica, Asselbergs, Folkert W., de Bakker, Paul I. W., Moll, Frans L., Pasterkamp, Gerard, den Ruijter, Hester M., CHARGE Consortium, DIAGRAM Consortium, GLGC Consortium, Global-BPGen Consortium, ICBP Consortium, and MAGIC Consortium
Subjects: COMMON SNPS, LIFE-COURSE, MASS INDEX, SELF-REPORTED HEIGHT, BIOLOGICAL PATHWAYS, LOCI, FAT DISTRIBUTION, NATURAL MENOPAUSE, PERIPHERAL-BLOOD, WEIGHT-GAIN
Abstract: Genome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially between men and women. To systematically screen for age-and/or sex-specific effects of genetic variants on BMI and WHRadjBMI, we performed meta-analyses of 114 studies (up to 320,485 individuals of European descent) with genome-wide chip and/or Metabochip data by the Genetic Investigation of Anthropometric Traits (GIANT) Consortium. Each study tested the association of up to similar to 2.8M SNPs with BMI and WHRadjBMI in four strata (men 50y, women 50y) and summary statistics were combined in stratum-specific meta-analyses. We then screened for variants that showed age-specific effects (G x AGE), sex-specific effects (G x SEX) or age-specific effects that differed between men and women (G x AGE x SEX). For BMI, we identified 15 loci (11 previously established for main effects, four novel) that showed significant (FDR= 50y). No sex-dependent effects were identified for BMI. For WHRadjBMI, we identified 44 loci (27 previously established for main effects, 17 novel) with sex-specific effects, of which 28 showed larger effects in women than in men, five showed larger effects in men than in women, and 11 showed opposite effects between sexes. No age-dependent effects were identified for WHRadjBMI. This is the first genome-wide interaction meta-analysis to report convincing evidence of age-dependent genetic effects on BMI. In addition, we confirm the sex-specificity of genetic effects on WHRadjBMI. These results may providefurther insights into the biology that underlies weight change with age or the sexually dimorphism of body shape.
Published: 2015

72. Large-scale genome-wide meta-analysis of polycystic ovary syndrome suggests shared genetic architecture for different diagnosis criteria.

Author: Day, Felix, Karaderi, Tugce, Jones, Michelle R., Meun, Cindy, He, Chunyan, Drong, Alex, Kraft, Peter, Lin, Nan, Huang, Hongyan, Broer, Linda, Magi, Reedik, Saxena, Richa, Laisk, Triin, Urbanek, Margrit, Hayes, M. Geoffrey, Thorleifsson, Gudmar, Fernandez-Tajes, Juan, Mahajan, Anubha, Mullin, Benjamin H., and Stuckey, Bronwyn G. A.
Subjects: POLYCYSTIC ovary syndrome, HYPERANDROGENISM, INSULIN resistance, GLUCOSE, HOMEOSTASIS, HUMAN genetics
Abstract: Polycystic ovary syndrome (PCOS) is a disorder characterized by hyperandrogenism, ovulatory dysfunction and polycystic ovarian morphology. Affected women frequently have metabolic disturbances including insulin resistance and dysregulation of glucose homeostasis. PCOS is diagnosed with two different sets of diagnostic criteria, resulting in a phenotypic spectrum of PCOS cases. The genetic similarities between cases diagnosed based on the two criteria have been largely unknown. Previous studies in Chinese and European subjects have identified 16 loci associated with risk of PCOS. We report a fixed-effect, inverse-weighted-variance meta-analysis from 10,074 PCOS cases and 103,164 controls of European ancestry and characterisation of PCOS related traits. We identified 3 novel loci (near PLGRKT, ZBTB16 and MAPRE1), and provide replication of 11 previously reported loci. Only one locus differed significantly in its association by diagnostic criteria; otherwise the genetic architecture was similar between PCOS diagnosed by self-report and PCOS diagnosed by NIH or non-NIH Rotterdam criteria across common variants at 13 loci. Identified variants were associated with hyperandrogenism, gonadotropin regulation and testosterone levels in affected women. Linkage disequilibrium score regression analysis revealed genetic correlations with obesity, fasting insulin, type 2 diabetes, lipid levels and coronary artery disease, indicating shared genetic architecture between metabolic traits and PCOS. Mendelian randomization analyses suggested variants associated with body mass index, fasting insulin, menopause timing, depression and male-pattern balding play a causal role in PCOS. The data thus demonstrate 3 novel loci associated with PCOS and similar genetic architecture for all diagnostic criteria. The data also provide the first genetic evidence for a male phenotype for PCOS and a causal link to depression, a previously hypothesized comorbid disease. Thus, the genetics provide a comprehensive view of PCOS that encompasses multiple diagnostic criteria, gender, reproductive potential and mental health. [ABSTRACT FROM AUTHOR]
Published: 2018
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73. A first-generation linkage disequilibrium map of human chromosome 22

Author: Dawson, Elisabeth, Abecasis, Goncalo R., Bumpstead, Suzannah, Chen, Yuan, Hunt, Sarah, Beare, David M., Pabial, Jagjit, Dibling, Thomas, Tinsley, Emma, Kirby, Susan, Carter, David, Papaspyridonos, Marianna, Livingstone, Simon, Ganske, Rocky, Lohmussaar, Elin, Zernant, Jana, Tonisson, Neeme, Remm, Maido, Magi, Reedik, Puurand, Tarmo, Vilo, Jaak, Kurg, Ants, Rice, Kate, Deloukas, Panos, Mott, Richard, Metspalu, Andres, Bentley, David R., Cardon, Lon R., and Dunham, Ian
Subjects: Environmental issues, Science and technology, Zoology and wildlife conservation
Abstract: Author(s): Elisabeth Dawson [1, 2]; GonÃ§alo R. Abecasis [2, 3, 4]; Suzannah Bumpstead [1]; Yuan Chen [1]; Sarah Hunt [1]; David M. Beare [1]; Jagjit Pabial [1]; Thomas Dibling [1]; [...]
Published: 2002
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74. Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension

Author: Surendran, Praveen, Drenos, Fotios, Young, Robin, Warren, Helen, Cook, James P., Manning, Alisa K., Grarup, Niels, Sim, Xueling, Barnes, Daniel R., Witkowska, Kate, Staley, James R., Tragante, Vinicius, Tukiainen, Taru, Yaghootkar, Hanieh, Masca, Nicholas, Freitag, Daniel F., Ferreira, Teresa, Giannakopoulou, Olga, Tinker, Andrew, Harakalova, Magdalena, Mihailov, Evelin, Liu, Chunyu, Kraja, Aldi T., Nielsen, Sune Fallgaard, Rasheed, Asif, Samue, Maria, Zhao, Wei, Bonnycastle, Lori L., Jackson, Anne U., Narisu, Narisu, Swift, Amy J., Southam, Lorraine, Marten, Jonathan, Huyghe, Jeroen R., Stancakova, Alena, Fava, Cristiano, Ohlsson, Therese, Matchan, Angela, Stirrups, Kathleen E., Bork-Jensen, Jette, Gjesing, Anette P., Kontto, Jukka, Perola, Markus, Shaw-Hawkins, Susan, Havulinna, Aki S., Zhang, He, Donnelly, Louise A., Groves, Christopher J., Rayner, N. William, Neville, Matt J., Robertson, Neil R., Yiorkas, Andrianos M., Herzig, Karl-Heinz, Kajantie, Eero, Zhang, Weihua, Willems, Sara M., Lannfelt, Lars, Malerba, Giovanni, Soranzo, Nicole, Trabetti, Elisabetta, Verweij, Niek, Evangelou, Evangelos, Moayyeri, Alireza, Vergnaud, Anne-Claire, Nelson, Christopher P., Poveda, Alaitz, Varga, Tibor V., Caslake, Muriel, de Craen, Anton J. M., Trompet, Stella, Luan, Jian'an, Scott, Robert A., Harris, Sarah E., Liewald, David C. M., Marioni, Riccardo, Menni, Cristina, Farmaki, Aliki-Eleni, Hallmans, Goran, Renstrom, Frida, Huffman, Jennifer E., Hassinen, Maija, Burgess, Stephen, Vasan, Ramachandran S., Felix, Janine F., Uria-Nickelsen, Maria, Malarstign, Anders, Reilly, Dermot F., Hoek, Maarten, Vogt, Thomas F., Lin, Honghuang, Lieb, Wolfgang, Traylor, Matthew, Markus, Hugh S., Highland, Heather M., Justice, Anne E., Marouli, Eirini, Lindstrom, Jaana, Uusitupa, Matti, Komulainen, Pirjo, Lakka, Timo A., Rauramaa, Rainer, Polasek, Ozren, Rudan, Igor, Rolandsson, Olov, Franks, Paul W., Dedoussis, George, Spector, Timothy D., Jousilahti, Pekka, Mannisto, Satu, Deary, Ian J., Starr, John M., Langenberg, Claudia, Wareham, Nick J., Brown, Morris J., Dominiczak, Anna F., Connell, John M., Jukema, J. Wouter, Sattar, Naveed, Ford, Ian, Packard, Chris J., Esko, Tonu, Magi, Reedik, Metspalu, Andres, de Boer, Rudolf A., van der Meer, Peter, van der Harst, Pim, Gambaro, Giovanni, Ingelsson, Erik, Lind, Lars, de Bakker, Paul I. W., Numans, Mattijs E., Brandslund, Ivan, Christensen, Cramer, Petersen, Eva R. B., Korpi-Hyovalti, Eeva, Oksa, Heikki, Chambers, John C., Kooner, Jaspal S., Blakemore, Alexandra I. F., Franks, Steve, Jarvelin, Marjo-Riitta, Husemoen, Lise L., Linneberg, Allan, Skaaby, Tea, Thuesen, Betina, Karpe, Fredrik, Tuomilehto, Jaakko, Doney, Alex S. F., Morris, Andrew D., Palmer, Colin N. A., Holmen, Oddgeir Lingaas, Hveem, Kristian, Willer, Cristen J., Tuomi, Tiinamaija, Groop, Leif, Karajamaki, AnneMari, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Alam, Dewan S., Majmnder, Abdulla Al Shafi, Di Angelantonio, Emanuele, Chowdhury, Rajiv, McCarthy, Mark I., Poulter, Neil, Stanton, Alice V., Sever, Peter, Amouyel, Philippe, Arveiler, Dominique, Blankenberg, Stefan, Ferrieres, Jean, Kee, Frank, Kuulasmaa, Kari, Muller-Nurasyid, Martina, Veronesi, Giovanni, Virtamo, Jarmo, Deloukas, Panos, Elliott, Paul, Zeggini, Eleftheria, Kathiresan, Sekar, Melander, Olle, Kuusisto, Johanna, Laakso, Markku, Padmanabhan, Sandosh, Porteous, David J., Hayward, Caroline, Scotland, Generation, Collins, Francis S., Mohlke, Karen L., Hansen, Torben, Pedersen, Oluf, Boehnke, Michael, Stringham, Heather M., Frossard, Philippe, Newton-Cheh, Christopher, Tobin, Martin D., Nordestgaard, Borge Gronne, Caulfield, Mark J., Mahajan, Anubha, Morris, Andrew P., Tomaszewski, Maciej, Samani, Nilesh J., Saleheen, Danish, Asselbergs, Folkert W., Lindgren, Cecilia M., Danesh, John, Wain, Louise V., Butterworth, Adam S., Howson, Joanna M. M., Munroe, Patricia B., Surendran, Praveen, Drenos, Fotios, Young, Robin, Warren, Helen, Cook, James P., Manning, Alisa K., Grarup, Niels, Sim, Xueling, Barnes, Daniel R., Witkowska, Kate, Staley, James R., Tragante, Vinicius, Tukiainen, Taru, Yaghootkar, Hanieh, Masca, Nicholas, Freitag, Daniel F., Ferreira, Teresa, Giannakopoulou, Olga, Tinker, Andrew, Harakalova, Magdalena, Mihailov, Evelin, Liu, Chunyu, Kraja, Aldi T., Nielsen, Sune Fallgaard, Rasheed, Asif, Samue, Maria, Zhao, Wei, Bonnycastle, Lori L., Jackson, Anne U., Narisu, Narisu, Swift, Amy J., Southam, Lorraine, Marten, Jonathan, Huyghe, Jeroen R., Stancakova, Alena, Fava, Cristiano, Ohlsson, Therese, Matchan, Angela, Stirrups, Kathleen E., Bork-Jensen, Jette, Gjesing, Anette P., Kontto, Jukka, Perola, Markus, Shaw-Hawkins, Susan, Havulinna, Aki S., Zhang, He, Donnelly, Louise A., Groves, Christopher J., Rayner, N. William, Neville, Matt J., Robertson, Neil R., Yiorkas, Andrianos M., Herzig, Karl-Heinz, Kajantie, Eero, Zhang, Weihua, Willems, Sara M., Lannfelt, Lars, Malerba, Giovanni, Soranzo, Nicole, Trabetti, Elisabetta, Verweij, Niek, Evangelou, Evangelos, Moayyeri, Alireza, Vergnaud, Anne-Claire, Nelson, Christopher P., Poveda, Alaitz, Varga, Tibor V., Caslake, Muriel, de Craen, Anton J. M., Trompet, Stella, Luan, Jian'an, Scott, Robert A., Harris, Sarah E., Liewald, David C. M., Marioni, Riccardo, Menni, Cristina, Farmaki, Aliki-Eleni, Hallmans, Goran, Renstrom, Frida, Huffman, Jennifer E., Hassinen, Maija, Burgess, Stephen, Vasan, Ramachandran S., Felix, Janine F., Uria-Nickelsen, Maria, Malarstign, Anders, Reilly, Dermot F., Hoek, Maarten, Vogt, Thomas F., Lin, Honghuang, Lieb, Wolfgang, Traylor, Matthew, Markus, Hugh S., Highland, Heather M., Justice, Anne E., Marouli, Eirini, Lindstrom, Jaana, Uusitupa, Matti, Komulainen, Pirjo, Lakka, Timo A., Rauramaa, Rainer, Polasek, Ozren, Rudan, Igor, Rolandsson, Olov, Franks, Paul W., Dedoussis, George, Spector, Timothy D., Jousilahti, Pekka, Mannisto, Satu, Deary, Ian J., Starr, John M., Langenberg, Claudia, Wareham, Nick J., Brown, Morris J., Dominiczak, Anna F., Connell, John M., Jukema, J. Wouter, Sattar, Naveed, Ford, Ian, Packard, Chris J., Esko, Tonu, Magi, Reedik, Metspalu, Andres, de Boer, Rudolf A., van der Meer, Peter, van der Harst, Pim, Gambaro, Giovanni, Ingelsson, Erik, Lind, Lars, de Bakker, Paul I. W., Numans, Mattijs E., Brandslund, Ivan, Christensen, Cramer, Petersen, Eva R. B., Korpi-Hyovalti, Eeva, Oksa, Heikki, Chambers, John C., Kooner, Jaspal S., Blakemore, Alexandra I. F., Franks, Steve, Jarvelin, Marjo-Riitta, Husemoen, Lise L., Linneberg, Allan, Skaaby, Tea, Thuesen, Betina, Karpe, Fredrik, Tuomilehto, Jaakko, Doney, Alex S. F., Morris, Andrew D., Palmer, Colin N. A., Holmen, Oddgeir Lingaas, Hveem, Kristian, Willer, Cristen J., Tuomi, Tiinamaija, Groop, Leif, Karajamaki, AnneMari, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Alam, Dewan S., Majmnder, Abdulla Al Shafi, Di Angelantonio, Emanuele, Chowdhury, Rajiv, McCarthy, Mark I., Poulter, Neil, Stanton, Alice V., Sever, Peter, Amouyel, Philippe, Arveiler, Dominique, Blankenberg, Stefan, Ferrieres, Jean, Kee, Frank, Kuulasmaa, Kari, Muller-Nurasyid, Martina, Veronesi, Giovanni, Virtamo, Jarmo, Deloukas, Panos, Elliott, Paul, Zeggini, Eleftheria, Kathiresan, Sekar, Melander, Olle, Kuusisto, Johanna, Laakso, Markku, Padmanabhan, Sandosh, Porteous, David J., Hayward, Caroline, Scotland, Generation, Collins, Francis S., Mohlke, Karen L., Hansen, Torben, Pedersen, Oluf, Boehnke, Michael, Stringham, Heather M., Frossard, Philippe, Newton-Cheh, Christopher, Tobin, Martin D., Nordestgaard, Borge Gronne, Caulfield, Mark J., Mahajan, Anubha, Morris, Andrew P., Tomaszewski, Maciej, Samani, Nilesh J., Saleheen, Danish, Asselbergs, Folkert W., Lindgren, Cecilia M., Danesh, John, Wain, Louise V., Butterworth, Adam S., Howson, Joanna M. M., and Munroe, Patricia B.
Abstract: High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low frequency and common genetic variants in up to 192,763 individuals and used similar to 155,063 samples for independent replication. We identified 30 new blood pressure- or hypertension-associated genetic regions in the general population, including 3 rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5 mm Hg/allele) than common variants. Multiple rare nonsense and missense variant associations were found in A2ML1, and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention.
Published: 2016
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75. Platelet-Related Variants Identified by Exomechip Meta-analysis in 157,293 Individuals

Author: Eicher, John D., Chami, Nathalie, Kacprowski, Tim, Nomura, Akihiro, Chen, Ming-Huei, Yanek, Lisa R., Tajuddin, Salman M., Schick, Ursula M., Slater, Andrew J., Pankratz, Nathan, Polfus, Linda, Schurmann, Claudia, Giri, Ayush, Brody, Jennifer A., Lange, Leslie A., Manichaikul, Ani, Hill, W. David, Pazoki, Raha, Elliot, Paul, Evangelou, Evangelos, Tzoulaki, Ioanna, Gao, He, Vergnaud, Anne-Claire, Mathias, Rasika A., Becker, Diane M., Becker, Lewis C., Burt, Amber, Crosslin, David R., Lyytikainen, Leo-Pekka, Nikus, Kjell, Hernesniemi, Jussi, Kahonen, Mika, Raitoharju, Emma, Mononen, Nina, Raitakari, Olli T., Lehtimaki, Terho, Cushman, Mary, Zakai, Neil A., Nickerson, Deborah A., Raffield, Laura M., Quarells, Rakale, Willer, Cristen J., Peloso, Gina M., Abecasis, Goncalo R., Liu, Dajiang J., Deloukas, Panos, Samani, Nilesh J., Schunkert, Heribert, Erdmann, Jeanette, Fornage, Myriam, Richard, Melissa, Tardif, Jean-Claude, Rioux, John D., Dube, Marie-Pierre, de Denus, Simon, Lu, Yingchang, Bottinger, Erwin P., Loos, Ruth J. F., Smith, Albert Vernon, Harris, Tamara B., Launer, Lenore J., Gudnason, Vilmundur, Edwards, Digna R. Velez, Torstenson, Eric S., Liu, Yongmei, Tracy, Russell P., Rotter, Jerome I., Rich, Stephen S., Highland, Heather M., Boerwinkle, Eric, Li, Jin, Lange, Ethan, Wilson, James G., Mihailov, Evelin, Magi, Reedik, Hirschhorn, Joel, Metspalu, Andres, Esko, Tonu, Vacchi-Suzzi, Caterina, Nalls, Mike A., Zonderman, Alan B., Evans, Michele K., Engstrom, Gunnar, Orho-Melander, Marju, Melander, Olle, O'Donoghue, Michelle L., Waterworth, Dawn M., Wallentin, Lars, White, Harvey D., Floyd, James S., Bartz, Traci M., Rice, Kenneth M., Psaty, Bruce M., Starr, J. M., Liewald, David C. M., Hayward, Caroline, Deary, Ian J., Greinacher, Andreas, Volker, Uwe, Thiele, Thomas, Volzke, Henry, van Rooij, Frank J. A., Uitterlinden, Andre G., Franco, Oscar H., Dehghan, Abbas, Edwards, Todd L., Ganesh, Santhi K., Kathiresan, Sekar, Faraday, Nauder, Auer, Paul L., Reiner, Alex P., Lettre, Guillaume, Johnson, Andrew D., Eicher, John D., Chami, Nathalie, Kacprowski, Tim, Nomura, Akihiro, Chen, Ming-Huei, Yanek, Lisa R., Tajuddin, Salman M., Schick, Ursula M., Slater, Andrew J., Pankratz, Nathan, Polfus, Linda, Schurmann, Claudia, Giri, Ayush, Brody, Jennifer A., Lange, Leslie A., Manichaikul, Ani, Hill, W. David, Pazoki, Raha, Elliot, Paul, Evangelou, Evangelos, Tzoulaki, Ioanna, Gao, He, Vergnaud, Anne-Claire, Mathias, Rasika A., Becker, Diane M., Becker, Lewis C., Burt, Amber, Crosslin, David R., Lyytikainen, Leo-Pekka, Nikus, Kjell, Hernesniemi, Jussi, Kahonen, Mika, Raitoharju, Emma, Mononen, Nina, Raitakari, Olli T., Lehtimaki, Terho, Cushman, Mary, Zakai, Neil A., Nickerson, Deborah A., Raffield, Laura M., Quarells, Rakale, Willer, Cristen J., Peloso, Gina M., Abecasis, Goncalo R., Liu, Dajiang J., Deloukas, Panos, Samani, Nilesh J., Schunkert, Heribert, Erdmann, Jeanette, Fornage, Myriam, Richard, Melissa, Tardif, Jean-Claude, Rioux, John D., Dube, Marie-Pierre, de Denus, Simon, Lu, Yingchang, Bottinger, Erwin P., Loos, Ruth J. F., Smith, Albert Vernon, Harris, Tamara B., Launer, Lenore J., Gudnason, Vilmundur, Edwards, Digna R. Velez, Torstenson, Eric S., Liu, Yongmei, Tracy, Russell P., Rotter, Jerome I., Rich, Stephen S., Highland, Heather M., Boerwinkle, Eric, Li, Jin, Lange, Ethan, Wilson, James G., Mihailov, Evelin, Magi, Reedik, Hirschhorn, Joel, Metspalu, Andres, Esko, Tonu, Vacchi-Suzzi, Caterina, Nalls, Mike A., Zonderman, Alan B., Evans, Michele K., Engstrom, Gunnar, Orho-Melander, Marju, Melander, Olle, O'Donoghue, Michelle L., Waterworth, Dawn M., Wallentin, Lars, White, Harvey D., Floyd, James S., Bartz, Traci M., Rice, Kenneth M., Psaty, Bruce M., Starr, J. M., Liewald, David C. M., Hayward, Caroline, Deary, Ian J., Greinacher, Andreas, Volker, Uwe, Thiele, Thomas, Volzke, Henry, van Rooij, Frank J. A., Uitterlinden, Andre G., Franco, Oscar H., Dehghan, Abbas, Edwards, Todd L., Ganesh, Santhi K., Kathiresan, Sekar, Faraday, Nauder, Auer, Paul L., Reiner, Alex P., Lettre, Guillaume, and Johnson, Andrew D.
Abstract: Platelet production, maintenance, and clearance are tightly controlled processes indicative of platelets' important roles in hemostasis and thrombosis. Platelets are common targets for primary and secondary prevention of several conditions. They are monitored clinically by complete blood counts, specifically with measurements of platelet count (PLT) and mean platelet volume (MPV). Identifying genetic effects on PLT and MPV can provide mechanistic insights into platelet biology and their role in disease. Therefore, we formed the Blood Cell Consortium (BCX) to perform a large-scale meta-analysis of Exomechip association results for PLT and MPV in 157,293 and 57,617 individuals, respectively. Using the low-frequency/rare coding variant-enriched Exomechip genotyping array, we sought to identify genetic variants associated with PLT and MPV. In addition to confirming 47 known PLT and 20 known MPV associations, we identified 32 PLT and 18 MPV associations not previously observed in the literature across the allele frequency spectrum, including rare large effect (FCER1A), low-frequency (IQGAP2, MAP1A, LY75), and common(ZMIZ2, SMG6, PEAR1, ARFGAP3/PACSIN2) variants. Several variants associated with PLT/MPV(PEAR1, MRVI1, PTGES3) were also associated with platelet reactivity. In concurrent BCX analyses, there was overlap of platelet-associated variants with red (MAP1A, TMPRSS6, ZMIZ2) and white (PEAR1, ZMIZ2, LY75) blood cell traits, suggesting common regulatory pathways with shared genetic architecture among these hematopoietic lineages. Our large-scale Exomechip analyses identified previously undocumented associations with platelet traits and further indicate that several complex quantitative hematological, lipid, and cardiovascular traits share genetic factors.
Published: 2016
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76. Large-Scale Exome-wide Association Analysis Identifies Loci for White Blood Cell Traits and Pleiotropy with Immune-Mediated Diseases

Author: Tajuddin, Salman M., Schick, Ursula M., Eicher, John D., Chami, Nathalie, Giri, Ayush, Brody, Jennifer A., Hill, W. David, Kacprowski, Tim, Li, Jin, Lyytikainen, Leo-Pekka, Manichaikul, Ani, Mihailov, Evelin, O'Donoghue, Michelle L., Pankratz, Nathan, Pazoki, Raha, Polfus, Linda M., Smith, Albert Vernon, Schurmann, Claudia, Vacchi-Suzzi, Caterina, Waterworth, Dawn M., Evangelou, Evangelos, Yanek, Lisa R., Burt, Amber, Chen, Ming-Huei, van Rooij, Frank J. A., Floyd, James S., Greinacher, Andreas, Harris, Tamara B., Highland, Heather M., Lange, Leslie A., Liu, Yongmei, Magi, Reedik, Nalls, Mike A., Mathias, Rasika A., Nickerson, Deborah A., Nikus, Kjell, Starr, John M., Tardif, Jean-Claude, Tzoulaki, Ioanna, Edwards, Digna R. Velez, Wallentin, Lars, Bartz, Traci M., Becker, Lewis C., Denny, Joshua C., Raffield, Laura M., Rioux, John D., Friedrich, Nele, Fornage, Myriam, Gao, He, Hirschhorn, Joel N., Liewald, David C. M., Rich, Stephen S., Uitterlinden, Andre, Bastarache, Lisa, Becker, Diane M., Boerwinkle, Eric, de Denus, Simon, Bottinger, Erwin P., Hayward, Caroline, Hofman, Albert, Homuth, Georg, Lange, Ethan, Launer, Lenore J., Lehtimaki, Terho, Lu, Yingchang, Metspalu, Andres, O'Donnell, Chris J., Quarells, Rakale C., Richard, Melissa, Torstenson, Eric S., Taylor, Kent D., Vergnaud, Anne-Claire, Zonderman, Alan B., Crosslin, David R., Deary, Ian J., Dorr, Marcus, Elliott, Paul, Evans, Michele K., Gudnason, Vilmundur, Kahonen, Mika, Psaty, Bruce M., Rotter, Jerome I., Slater, Andrew J., Dehghan, Abbas, White, Harvey D., Ganesh, Santhi K., Loos, Ruth J. F., Esko, Tonu, Faraday, Nauder, Wilson, James G., Cushman, Mary, Johnson, Andrew D., Edwards, Todd L., Zakai, Neil A., Lettre, Guillaume, Reiner, Alex P., Auer, Paul L., Tajuddin, Salman M., Schick, Ursula M., Eicher, John D., Chami, Nathalie, Giri, Ayush, Brody, Jennifer A., Hill, W. David, Kacprowski, Tim, Li, Jin, Lyytikainen, Leo-Pekka, Manichaikul, Ani, Mihailov, Evelin, O'Donoghue, Michelle L., Pankratz, Nathan, Pazoki, Raha, Polfus, Linda M., Smith, Albert Vernon, Schurmann, Claudia, Vacchi-Suzzi, Caterina, Waterworth, Dawn M., Evangelou, Evangelos, Yanek, Lisa R., Burt, Amber, Chen, Ming-Huei, van Rooij, Frank J. A., Floyd, James S., Greinacher, Andreas, Harris, Tamara B., Highland, Heather M., Lange, Leslie A., Liu, Yongmei, Magi, Reedik, Nalls, Mike A., Mathias, Rasika A., Nickerson, Deborah A., Nikus, Kjell, Starr, John M., Tardif, Jean-Claude, Tzoulaki, Ioanna, Edwards, Digna R. Velez, Wallentin, Lars, Bartz, Traci M., Becker, Lewis C., Denny, Joshua C., Raffield, Laura M., Rioux, John D., Friedrich, Nele, Fornage, Myriam, Gao, He, Hirschhorn, Joel N., Liewald, David C. M., Rich, Stephen S., Uitterlinden, Andre, Bastarache, Lisa, Becker, Diane M., Boerwinkle, Eric, de Denus, Simon, Bottinger, Erwin P., Hayward, Caroline, Hofman, Albert, Homuth, Georg, Lange, Ethan, Launer, Lenore J., Lehtimaki, Terho, Lu, Yingchang, Metspalu, Andres, O'Donnell, Chris J., Quarells, Rakale C., Richard, Melissa, Torstenson, Eric S., Taylor, Kent D., Vergnaud, Anne-Claire, Zonderman, Alan B., Crosslin, David R., Deary, Ian J., Dorr, Marcus, Elliott, Paul, Evans, Michele K., Gudnason, Vilmundur, Kahonen, Mika, Psaty, Bruce M., Rotter, Jerome I., Slater, Andrew J., Dehghan, Abbas, White, Harvey D., Ganesh, Santhi K., Loos, Ruth J. F., Esko, Tonu, Faraday, Nauder, Wilson, James G., Cushman, Mary, Johnson, Andrew D., Edwards, Todd L., Zakai, Neil A., Lettre, Guillaume, Reiner, Alex P., and Auer, Paul L.
Abstract: White blood cells play diverse roles in innate and adaptive immunity. Genetic association analyses of phenotypic variation in circulating white blood cell (WBC) counts from large samples of otherwise healthy individuals can provide insights into genes and biologic pathways involved in production, differentiation, or clearance of particular WBC lineages (myeloid, lymphoid) and also potentially inform the genetic basis of autoimmune, allergic, and blood diseases. We performed an exome array-based meta-analysis of total WBC and subtype counts (neutrophils, monocytes, lymphocytes, basophils, and eosinophils) in a multi-ancestry discovery and replication sample of similar to 157,622 individuals from 25 studies. We identified 16 common variants (8 of which were coding variants) associated with one or more WBC traits, the majority of which are pleiotropically associated with autoimmune diseases. Based on functional annotation, these loci included genes encoding surface markers of myeloid, lymphoid, or hematopoietic stem cell differentiation (CD69, CD33, CD87), transcription factors regulating lineage specification during hematopoiesis (ASXL1, IRF8, IKZF1, JMJD1C, ETS2-PSMG1), and molecules involved in neutrophil clearance/apoptosis (C10orf54, LTA), adhesion (TNXB), or centrosome and microtubule structure/function (KIF9, TUBD1). Together with recent reports of somatic ASXL1 mutations among individuals with idiopathic cytopenias or clonal hematopoiesis of undetermined significance, the identification of a common regulatory 3 ' UTR variant of ASXL1 suggests that both germline and somatic ASXL1 mutations contribute to lower blood counts in otherwise asymptomatic individuals. These association results shed light on genetic mechanisms that regulate circulating WBC counts and suggest a prominent shared genetic architecture with inflammatory and autoimmune diseases.
Published: 2016
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77. Exome Genotyping Identifies Pleiotropic Variants Associated with Red Blood Cell Traits

Author: Chami, Nathalie, Chen, Ming-Huei, Slater, Andrew J., Eicher, John D., Evangelou, Evangelos, Tajuddin, Salman M., Love-Gregory, Latisha, Kacprowski, Tim, Schick, Ursula M., Nomura, Akihiro, Giri, Ayush, Lessard, Samuel, Brody, Jennifer A., Schurmann, Claudia, Pankratz, Nathan, Yanek, Lisa R., Manichaikul, Ani, Pazoki, Raha, Mihailov, Evelin, Hill, W. David, Raffield, Laura M., Burt, Amber, Bartz, Traci M., Becker, Diane M., Becker, Lewis C., Boerwinkle, Eric, Bork-Jensen, Jette, Bottinger, Erwin P., O'Donoghue, Michelle L., Crosslin, David R., de Denus, Simon, Dube, Marie-Pierre, Elliott, Paul, Engstrom, Gunnar, Evans, Michele K., Floyd, James S., Fornage, Myriam, Gao, He, Greinacher, Andreas, Gudnason, Vilmundur, Hansen, Torben, Harris, Tamara B., Hayward, Caroline, Hernesniemi, Jussi, Highland, Heather M., Hirschhorn, Joel N., Hofman, Albert, Irvin, Marguerite R., Kahonen, Mika, Lange, Ethan, Launer, Lenore J., Lehtimaki, Terho, Li, Jin, Liewald, David C. M., Linneberg, Allan, Liu, Yongmei, Lu, Yingchang, Lyytikainen, Leo-Pekka, Magi, Reedik, Mathias, Rasika A., Melander, Olle, Metspalu, Andres, Mononen, Nina, Nalls, Mike A., Nickerson, Deborah A., Nikus, Kjell, O'Donnell, Chris J., Orho-Melander, Marju, Pedersen, Oluf, Petersmann, Astrid, Polfus, Linda, Psaty, Bruce M., Raitakari, Olli T., Raitoharju, Emma, Richard, Melissa, Rice, Kenneth M., Rivadeneira, Fernando, Rotter, Jerome I., Schmidt, Frank, Smith, Albert Vernon, Starr, John M., Taylor, Kent D., Teumer, Alexander, Thuesen, Betina H., Torstenson, Eric S., Tracy, Russell P., Tzoulaki, Ioanna, Zakai, Neil A., Vacchi-Suzzi, Caterina, van Duijn, Cornelia M., van Rooij, Frank J. A., Cushman, Mary, Deary, Ian J., Edwards, Digna R. Velez, Vergnaud, Anne-Claire, Wallentin, Lars, Waterworth, Dawn M., White, Harvey D., Wilson, James G., Zonderman, Alan B., Kathiresan, Sekar, Grarup, Niels, Esko, Tonu, Loos, Ruth J. F., Lange, Leslie A., Faraday, Nauder, Abumrad, Nada A., Edwards, Todd L., Ganesh, Santhi K., Auer, Paul L., Johnson, Andrew D., Reiner, Alexander P., Lettre, Guillaume, Chami, Nathalie, Chen, Ming-Huei, Slater, Andrew J., Eicher, John D., Evangelou, Evangelos, Tajuddin, Salman M., Love-Gregory, Latisha, Kacprowski, Tim, Schick, Ursula M., Nomura, Akihiro, Giri, Ayush, Lessard, Samuel, Brody, Jennifer A., Schurmann, Claudia, Pankratz, Nathan, Yanek, Lisa R., Manichaikul, Ani, Pazoki, Raha, Mihailov, Evelin, Hill, W. David, Raffield, Laura M., Burt, Amber, Bartz, Traci M., Becker, Diane M., Becker, Lewis C., Boerwinkle, Eric, Bork-Jensen, Jette, Bottinger, Erwin P., O'Donoghue, Michelle L., Crosslin, David R., de Denus, Simon, Dube, Marie-Pierre, Elliott, Paul, Engstrom, Gunnar, Evans, Michele K., Floyd, James S., Fornage, Myriam, Gao, He, Greinacher, Andreas, Gudnason, Vilmundur, Hansen, Torben, Harris, Tamara B., Hayward, Caroline, Hernesniemi, Jussi, Highland, Heather M., Hirschhorn, Joel N., Hofman, Albert, Irvin, Marguerite R., Kahonen, Mika, Lange, Ethan, Launer, Lenore J., Lehtimaki, Terho, Li, Jin, Liewald, David C. M., Linneberg, Allan, Liu, Yongmei, Lu, Yingchang, Lyytikainen, Leo-Pekka, Magi, Reedik, Mathias, Rasika A., Melander, Olle, Metspalu, Andres, Mononen, Nina, Nalls, Mike A., Nickerson, Deborah A., Nikus, Kjell, O'Donnell, Chris J., Orho-Melander, Marju, Pedersen, Oluf, Petersmann, Astrid, Polfus, Linda, Psaty, Bruce M., Raitakari, Olli T., Raitoharju, Emma, Richard, Melissa, Rice, Kenneth M., Rivadeneira, Fernando, Rotter, Jerome I., Schmidt, Frank, Smith, Albert Vernon, Starr, John M., Taylor, Kent D., Teumer, Alexander, Thuesen, Betina H., Torstenson, Eric S., Tracy, Russell P., Tzoulaki, Ioanna, Zakai, Neil A., Vacchi-Suzzi, Caterina, van Duijn, Cornelia M., van Rooij, Frank J. A., Cushman, Mary, Deary, Ian J., Edwards, Digna R. Velez, Vergnaud, Anne-Claire, Wallentin, Lars, Waterworth, Dawn M., White, Harvey D., Wilson, James G., Zonderman, Alan B., Kathiresan, Sekar, Grarup, Niels, Esko, Tonu, Loos, Ruth J. F., Lange, Leslie A., Faraday, Nauder, Abumrad, Nada A., Edwards, Todd L., Ganesh, Santhi K., Auer, Paul L., Johnson, Andrew D., Reiner, Alexander P., and Lettre, Guillaume
Abstract: Red blood cell (RBC) traits are important heritable clinical biomarkers and modifiers of disease severity. To identify coding genetic variants associated with these traits, we conducted meta-analyses of seven RBC phenotypes in 130,273 multi-ethnic individuals from studies genotyped on an exome array. After conditional analyses and replication in 27,480 independent individuals, we identified 16 new RBC variants. We found low-frequency missense variants in MAP1A (rs55707100, minor allele frequency [MAF] = 3.3%, p = 2 x 10(-10) for hemoglobin [HGB]) and HNF4A (rs1800961, MAF = 2.4%, p < 3 x 10(-8) for hematocrit [HCT] and HGB). In African Americans, we identified a nonsense variant in CD36 associated with higher RBC distribution width (rs3211938, MAF = 8.7%, p = 7 x 10(-11)) and showed that it is associated with lower CD36 expression and strong allelic imbalance in ex vivo differentiated human erythroblasts. We also identified a rare missense variant in ALAS2 (rs201062903, MAF = 0.2%) associated with lower mean corpuscular volume and mean corpuscular hemoglobin (p < 8 x 10(-9)). Mendelian mutations in ALAS2 are a cause of sideroblastic anemia and erythropoietic protoporphyria. Gene-based testing highlighted three rare missense variants in PKLR, a gene mutated in Mendelian non-spherocytic hemolytic anemia, associated with HGB and HCT (SKAT p < 8 x 10(-7)). These rare, low-frequency, and common RBC variants showed pleiotropy, being also associated with platelet, white blood cell, and lipid traits. Our association results and functional annotation suggest the involvement of new genes in human erythropoiesis. We also confirm that rare and low-frequency variants play a role in the architecture of complex human traits, although their phenotypic effect is generally smaller than originally anticipated.
Published: 2016
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78. The genetic architecture of type 2 diabetes

Author: Fuchsberger, Christian, Flannick, Jason, Teslovich, Tanya M., Mahajan, Anubha, Agarwala, Vineeta, Gaulton, Kyle J., Ma, Clement, Fontanillas, Pierre, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., van de Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Mueller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stancakova, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Denis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothee, Lim, Wei Yen, Liu, Jianjun, van der Schouw, Yvonne T., Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loic, Tan, Sian-Tsung, Taylor, Herman A., Jr., Thameem, Farook, Wilson, Gregory, Sr., Wong, Tien Yin, Njolstad, Pal Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, Joao, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tonu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jorgensen, Marit E., Jorgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Karajamaki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, de Angelis, Martin Hrabe, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter, Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvanen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana C. N., Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald C. W., Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Ines, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Magi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, E. Shyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Burtt, Noel P., Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Florez, Jose C., Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Boehnke, Michael, Altshuler, David, McCarthy, Mark I., Fuchsberger, Christian, Flannick, Jason, Teslovich, Tanya M., Mahajan, Anubha, Agarwala, Vineeta, Gaulton, Kyle J., Ma, Clement, Fontanillas, Pierre, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., van de Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Mueller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stancakova, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Denis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothee, Lim, Wei Yen, Liu, Jianjun, van der Schouw, Yvonne T., Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loic, Tan, Sian-Tsung, Taylor, Herman A., Jr., Thameem, Farook, Wilson, Gregory, Sr., Wong, Tien Yin, Njolstad, Pal Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, Joao, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tonu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jorgensen, Marit E., Jorgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Karajamaki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, de Angelis, Martin Hrabe, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter, Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvanen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana C. N., Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald C. W., Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Ines, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Magi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, E. Shyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Burtt, Noel P., Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Florez, Jose C., Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Boehnke, Michael, Altshuler, David, and McCarthy, Mark I.
Abstract: The genetic architecture of common traits, including the number, frequency, and effect sizes of inherited variants that contribute to individual risk, has been long debated. Genome-wide association studies have identified scores of common variants associated with type 2 diabetes, but in aggregate, these explain only a fraction of the heritability of this disease. Here, to test the hypothesis that lower-frequency variants explain much of the remainder, the GoT2D and T2D-GENES consortia performed whole-genome sequencing in 2,657 European individuals with and without diabetes, and exome sequencing in 12,940 individuals from five ancestry groups. To increase statistical power, we expanded the sample size via genotyping and imputation in a further 111,548 subjects. Variants associated with type 2 diabetes after sequencing were overwhelmingly common and most fell within regions previously identified by genome-wide association studies. Comprehensive enumeration of sequence variation is necessary to identify functional alleles that provide important clues to disease pathophysiology, but large-scale sequencing does not support the idea that lower-frequency variants have a major role in predisposition to type 2 diabetes.
Published: 2016
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79. New loci for body fat percentage reveal link between adiposity and cardiometabolic disease risk

Author: Lu, Yingchang, Day, Felix R., Gustafsson, Stefan, Buchkovich, Martin L., Na, Jianbo, Bataille, Veronique, Cousminer, Diana L., Dastani, Zari, Drong, Alexander W., Esko, Tonu, Evans, David M., Falchi, Mario, Feitosa, Mary F., Ferreira, Teresa, Hedman, Asa K., Haring, Robin, Hysi, Pirro G., Iles, Mark M., Justice, Anne E., Kanoni, Stavroula, Lagou, Vasiliki, Li, Rui, Li, Xin, Locke, Adam, Lu, Chen, Magi, Reedik, Perry, John R. B., Pers, Tune H., Qi, Qibin, Sanna, Marianna, Schmidt, Ellen M., Scott, William R., Shungin, Dmitry, Teumer, Alexander, Vinkhuyzen, Anna A. E., Walker, Ryan W., Westra, Harm-Jan, Zhang, Mingfeng, Zhang, Weihua, Zhao, Jing Hua, Zhu, Zhihong, Afzal, Uzma, Ahluwalia, Tarunveer Singh, Bakker, Stephan J. L., Bellis, Claire, Bonnefond, Amelie, Borodulin, Katja, Buchman, Aron S., Cederholm, Tommy, Choh, Audrey C., Choi, Hyung Jin, Curran, Joanne E., de Groot, Lisette C. P. G. M., De Jager, Philip L., Dhonukshe-Rutten, Rosalie A. M., Enneman, Anke W., Eury, Elodie, Evans, Daniel S., Forsen, Tom, Friedrich, Nele, Fumeron, Frederic, Garcia, Melissa E., Gartner, Simone, Han, Bok-Ghee, Havulinna, Aki S., Hayward, Caroline, Hernandez, Dena, Hillege, Hans, Ittermann, Till, Kent, Jack W., Kolcic, Ivana, Laatikainen, Tiina, Lahti, Jari, Leach, Irene Mateo, Lee, Christine G., Lee, Jong-Young, Liu, Tian, Liu, Youfang, Lobbens, Stephane, Loh, Marie, Lyytikainen, Leo-Pekka, Medina-Gomez, Carolina, Michaelsson, Karl, Nalls, Mike A., Nielson, Carrie M., Oozageer, Laticia, Pascoe, Laura, Paternoster, Lavinia, Polasek, Ozren, Ripatti, Samuli, Sarzynski, Mark A., Shin, Chan Soo, Narancic, Nina Smolej, Spira, Dominik, Srikanth, Priya, Steinhagen-Thiessen, Elisabeth, Sung, Yun Ju, Swart, Karin M. A., Taittonen, Leena, Tanaka, Toshiko, Tikkanen, Emmi, van der Velde, Nathalie, van Schoor, Natasja M., Verweij, Niek, Wright, Alan F., Yu, Lei, Zmuda, Joseph M., Eklund, Niina, Forrester, Terrence, Grarup, Niels, Jackson, Anne U., Kristiansson, Kati, Kuulasmaa, Teemu, Kuusisto, Johanna, Lichtner, Peter, Luan, Jian'an, Mahajan, Anubha, Mannisto, Satu, Palmer, Cameron D., Ried, Janina S., Scott, Robert A., Stancakova, Alena, Wagner, Peter J., Demirkan, Ayse, Doring, Angela, Gudnason, Vilmundur, Kiel, Douglas P., Kuhnel, Brigitte, Mangino, Massimo, Mcknight, Barbara, Menni, Cristina, O'Connell, Jeffrey R., Oostra, Ben A., Shuldiner, Alan R., Song, Kijoung, Vandenput, Liesbeth, van Duijn, Cornelia M., Vollenweider, Peter, White, Charles C., Boehnke, Michael, Boettcher, Yvonne, Cooper, Richard S., Forouhi, Nita G., Gieger, Christian, Grallert, Harald, Hingorani, Aroon, Jorgensen, Torben, Jousilahti, Pekka, Kivimaki, Mika, Kumari, Meena, Laakso, Markku, Langenberg, Claudia, Linneberg, Allan, Luke, Amy, Mckenzie, Colin A., Palotie, Aarno, Pedersen, Oluf, Peters, Annette, Strauch, Konstantin, Tayo, Bamidele O., Wareham, Nicholas J., Bennett, David A., Bertram, Lars, Blangero, John, Bluher, Matthias, Bouchard, Claude, Campbell, Harry, Cho, Nam H., Cummings, Steven R., Czerwinski, Stefan A., Demuth, Ilja, Eckardt, Rahel, Eriksson, Johan G., Ferrucci, Luigi, Franco, Oscar H., Froguel, Philippe, Gansevoort, Ron T., Hansen, Torben, Harris, Tamara B., Hastie, Nicholas, Heliovaara, Markku, Hofman, Albert, Jordan, Joanne M., Jula, Antti, Kahonen, Mika, Kajantie, Eero, Knekt, Paul B., Koskinen, Seppo, Kovacs, Peter, Lehtimaki, Terho, Lind, Lars, Liu, Yongmei, Orwoll, Eric S., Osmond, Clive, Perola, Markus, Perusse, Louis, Raitakari, Olli T., Rankinen, Tuomo, Rao, D. C., Rice, Treva K., Rivadeneira, Fernando, Rudan, Igor, Salomaa, Veikko, Sorensen, Thorkild I. A., Stumvoll, Michael, Tonjes, Anke, Towne, Bradford, Tranah, Gregory J., Tremblay, Angelo, Uitterlinden, Andre G., van der Harst, Pim, Vartiainen, Erkki, Viikari, Jorma S., Vitart, Veronique, Vohl, Marie-Claude, Volzke, Henry, Walker, Mark, Wallaschofski, Henri, Wild, Sarah, Wilson, James F., Yengo, Loic, Bishop, D. Timothy, Borecki, Ingrid B., Chambers, John C., Cupples, L. Adrienne, Dehghan, Abbas, Deloukas, Panos, Fatemifar, Ghazaleh, Fox, Caroline, Furey, Terrence S., Franke, Lude, Han, Jiali, Hunter, David J., Karjalainen, Juha, Karpe, Fredrik, Kaplan, Robert C., Kooner, Jaspal S., McCarthy, Mark I., Murabito, Joanne M., Morris, Andrew P., Bishop, Julia A. N., North, Kari E., Ohlsson, Claes, Ong, Ken K., Prokopenko, Inga, Richards, J. Brent, Schadt, Eric E., Spector, Tim D., Widen, Elisabeth, Willer, Cristen J., Yang, Jian, Ingelsson, Erik, Mohlke, Karen L., Hirschhorn, Joel N., Pospisilik, John Andrew, Zillikens, M. Carola, Lindgren, Cecilia, Kilpelainen, Tuomas Oskari, Loos, Ruth J. F., Lu, Yingchang, Day, Felix R., Gustafsson, Stefan, Buchkovich, Martin L., Na, Jianbo, Bataille, Veronique, Cousminer, Diana L., Dastani, Zari, Drong, Alexander W., Esko, Tonu, Evans, David M., Falchi, Mario, Feitosa, Mary F., Ferreira, Teresa, Hedman, Asa K., Haring, Robin, Hysi, Pirro G., Iles, Mark M., Justice, Anne E., Kanoni, Stavroula, Lagou, Vasiliki, Li, Rui, Li, Xin, Locke, Adam, Lu, Chen, Magi, Reedik, Perry, John R. B., Pers, Tune H., Qi, Qibin, Sanna, Marianna, Schmidt, Ellen M., Scott, William R., Shungin, Dmitry, Teumer, Alexander, Vinkhuyzen, Anna A. E., Walker, Ryan W., Westra, Harm-Jan, Zhang, Mingfeng, Zhang, Weihua, Zhao, Jing Hua, Zhu, Zhihong, Afzal, Uzma, Ahluwalia, Tarunveer Singh, Bakker, Stephan J. L., Bellis, Claire, Bonnefond, Amelie, Borodulin, Katja, Buchman, Aron S., Cederholm, Tommy, Choh, Audrey C., Choi, Hyung Jin, Curran, Joanne E., de Groot, Lisette C. P. G. M., De Jager, Philip L., Dhonukshe-Rutten, Rosalie A. M., Enneman, Anke W., Eury, Elodie, Evans, Daniel S., Forsen, Tom, Friedrich, Nele, Fumeron, Frederic, Garcia, Melissa E., Gartner, Simone, Han, Bok-Ghee, Havulinna, Aki S., Hayward, Caroline, Hernandez, Dena, Hillege, Hans, Ittermann, Till, Kent, Jack W., Kolcic, Ivana, Laatikainen, Tiina, Lahti, Jari, Leach, Irene Mateo, Lee, Christine G., Lee, Jong-Young, Liu, Tian, Liu, Youfang, Lobbens, Stephane, Loh, Marie, Lyytikainen, Leo-Pekka, Medina-Gomez, Carolina, Michaelsson, Karl, Nalls, Mike A., Nielson, Carrie M., Oozageer, Laticia, Pascoe, Laura, Paternoster, Lavinia, Polasek, Ozren, Ripatti, Samuli, Sarzynski, Mark A., Shin, Chan Soo, Narancic, Nina Smolej, Spira, Dominik, Srikanth, Priya, Steinhagen-Thiessen, Elisabeth, Sung, Yun Ju, Swart, Karin M. A., Taittonen, Leena, Tanaka, Toshiko, Tikkanen, Emmi, van der Velde, Nathalie, van Schoor, Natasja M., Verweij, Niek, Wright, Alan F., Yu, Lei, Zmuda, Joseph M., Eklund, Niina, Forrester, Terrence, Grarup, Niels, Jackson, Anne U., Kristiansson, Kati, Kuulasmaa, Teemu, Kuusisto, Johanna, Lichtner, Peter, Luan, Jian'an, Mahajan, Anubha, Mannisto, Satu, Palmer, Cameron D., Ried, Janina S., Scott, Robert A., Stancakova, Alena, Wagner, Peter J., Demirkan, Ayse, Doring, Angela, Gudnason, Vilmundur, Kiel, Douglas P., Kuhnel, Brigitte, Mangino, Massimo, Mcknight, Barbara, Menni, Cristina, O'Connell, Jeffrey R., Oostra, Ben A., Shuldiner, Alan R., Song, Kijoung, Vandenput, Liesbeth, van Duijn, Cornelia M., Vollenweider, Peter, White, Charles C., Boehnke, Michael, Boettcher, Yvonne, Cooper, Richard S., Forouhi, Nita G., Gieger, Christian, Grallert, Harald, Hingorani, Aroon, Jorgensen, Torben, Jousilahti, Pekka, Kivimaki, Mika, Kumari, Meena, Laakso, Markku, Langenberg, Claudia, Linneberg, Allan, Luke, Amy, Mckenzie, Colin A., Palotie, Aarno, Pedersen, Oluf, Peters, Annette, Strauch, Konstantin, Tayo, Bamidele O., Wareham, Nicholas J., Bennett, David A., Bertram, Lars, Blangero, John, Bluher, Matthias, Bouchard, Claude, Campbell, Harry, Cho, Nam H., Cummings, Steven R., Czerwinski, Stefan A., Demuth, Ilja, Eckardt, Rahel, Eriksson, Johan G., Ferrucci, Luigi, Franco, Oscar H., Froguel, Philippe, Gansevoort, Ron T., Hansen, Torben, Harris, Tamara B., Hastie, Nicholas, Heliovaara, Markku, Hofman, Albert, Jordan, Joanne M., Jula, Antti, Kahonen, Mika, Kajantie, Eero, Knekt, Paul B., Koskinen, Seppo, Kovacs, Peter, Lehtimaki, Terho, Lind, Lars, Liu, Yongmei, Orwoll, Eric S., Osmond, Clive, Perola, Markus, Perusse, Louis, Raitakari, Olli T., Rankinen, Tuomo, Rao, D. C., Rice, Treva K., Rivadeneira, Fernando, Rudan, Igor, Salomaa, Veikko, Sorensen, Thorkild I. A., Stumvoll, Michael, Tonjes, Anke, Towne, Bradford, Tranah, Gregory J., Tremblay, Angelo, Uitterlinden, Andre G., van der Harst, Pim, Vartiainen, Erkki, Viikari, Jorma S., Vitart, Veronique, Vohl, Marie-Claude, Volzke, Henry, Walker, Mark, Wallaschofski, Henri, Wild, Sarah, Wilson, James F., Yengo, Loic, Bishop, D. Timothy, Borecki, Ingrid B., Chambers, John C., Cupples, L. Adrienne, Dehghan, Abbas, Deloukas, Panos, Fatemifar, Ghazaleh, Fox, Caroline, Furey, Terrence S., Franke, Lude, Han, Jiali, Hunter, David J., Karjalainen, Juha, Karpe, Fredrik, Kaplan, Robert C., Kooner, Jaspal S., McCarthy, Mark I., Murabito, Joanne M., Morris, Andrew P., Bishop, Julia A. N., North, Kari E., Ohlsson, Claes, Ong, Ken K., Prokopenko, Inga, Richards, J. Brent, Schadt, Eric E., Spector, Tim D., Widen, Elisabeth, Willer, Cristen J., Yang, Jian, Ingelsson, Erik, Mohlke, Karen L., Hirschhorn, Joel N., Pospisilik, John Andrew, Zillikens, M. Carola, Lindgren, Cecilia, Kilpelainen, Tuomas Oskari, and Loos, Ruth J. F.
Abstract: To increase our understanding of the genetic basis of adiposity and its links to cardiometabolic disease risk, we conducted a genome-wide association meta-analysis of body fat percentage (BF%) in up to 100,716 individuals. Twelve loci reached genome-wide significance (P < 5 x 10(-8)), of which eight were previously associated with increased overall adiposity (BMI, BF%) and four (in or near COBLL1/GRB14, IGF2BP1, PLA2G6, CRTC1) were novel associations with BF%. Seven loci showed a larger effect on BF% than on BMI, suggestive of a primary association with adiposity, while five loci showed larger effects on BMI than on BF%, suggesting association with both fat and lean mass. In particular, the loci more strongly associated with BF% showed distinct cross-phenotype association signatures with a range of cardiometabolic traits revealing new insights in the link between adiposity and disease risk.
Published: 2016
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80. Genome-Wide Association Study of the Modified Stumvoll Insulin Sensitivity Index Identifies BCL2 and FAM19A2 as Novel Insulin Sensitivity Loci

Author: Walford, Geoffrey A., Gustafsson, Stefan, Rybin, Denis, Stancakova, Alena, Chen, Han, Liu, Ching-Ti, Hong, Jaeyoung, Jensen, Richard A., Rice, Ken, Morris, Andrew P., Magi, Reedik, Toenjes, Anke, Prokopenko, Inga, Kleber, Marcus E., Delgado, Graciela, Silbernagel, Guenther, Jackson, Anne U., Appel, Emil V., Grarup, Niels, Lewis, Joshua P., Montasser, May E., Ladenvall, Claes, Staiger, Harald, Luan, Jian'an, Frayling, Timothy M., Weedon, Michael N., Xie, Weijia, Morcillo, Sonsoles, Teresa Martinez-Larrad, Maria, Biggs, Mary L., Chen, Yii-Der Ida, Corbaton-Anchuelo, Arturo, Faerch, Kristine, Miguel Gomez-Zumaquero, Juan, Goodarzi, Mark O., Kizer, Jorge R., Koistinen, Heikki A., Leong, Aaron, Lind, Lars, Lindgren, Cecilia, Machicao, Fausto, Manning, Alisa K., Maria Martin-Nunez, Gracia, Rojo-Martinez, Gemma, Rotter, Jerome I., Siscovick, David S., Zmuda, Joseph M., Zhang, Zhongyang, Serrano-Rios, Manuel, Smith, Ulf, Soriguer, Federico, Hansen, Torben, Jorgensen, Torben J., Linnenberg, Allan, Pedersen, Oluf, Walker, Mark, Langenberg, Claudia, Scott, Robert A., Wareham, Nicholas J., Fritsche, Andreas, Haering, Hans-Ulrich, Stefan, Norbert, Groop, Leif, O'Connell, Jeff R., Boehnke, Michael, Bergman, Richard N., Collins, Francis S., Mohlke, Karen L., Tuomilehto, Jaakko, Maerz, Winfried, Kovacs, Peter, Stumvoll, Michael, Psaty, Bruce M., Kuusisto, Johanna, Laakso, Markku, Meigs, James B., Dupuis, Josee, Ingelsson, Erik, Florez, Jose C., Walford, Geoffrey A., Gustafsson, Stefan, Rybin, Denis, Stancakova, Alena, Chen, Han, Liu, Ching-Ti, Hong, Jaeyoung, Jensen, Richard A., Rice, Ken, Morris, Andrew P., Magi, Reedik, Toenjes, Anke, Prokopenko, Inga, Kleber, Marcus E., Delgado, Graciela, Silbernagel, Guenther, Jackson, Anne U., Appel, Emil V., Grarup, Niels, Lewis, Joshua P., Montasser, May E., Ladenvall, Claes, Staiger, Harald, Luan, Jian'an, Frayling, Timothy M., Weedon, Michael N., Xie, Weijia, Morcillo, Sonsoles, Teresa Martinez-Larrad, Maria, Biggs, Mary L., Chen, Yii-Der Ida, Corbaton-Anchuelo, Arturo, Faerch, Kristine, Miguel Gomez-Zumaquero, Juan, Goodarzi, Mark O., Kizer, Jorge R., Koistinen, Heikki A., Leong, Aaron, Lind, Lars, Lindgren, Cecilia, Machicao, Fausto, Manning, Alisa K., Maria Martin-Nunez, Gracia, Rojo-Martinez, Gemma, Rotter, Jerome I., Siscovick, David S., Zmuda, Joseph M., Zhang, Zhongyang, Serrano-Rios, Manuel, Smith, Ulf, Soriguer, Federico, Hansen, Torben, Jorgensen, Torben J., Linnenberg, Allan, Pedersen, Oluf, Walker, Mark, Langenberg, Claudia, Scott, Robert A., Wareham, Nicholas J., Fritsche, Andreas, Haering, Hans-Ulrich, Stefan, Norbert, Groop, Leif, O'Connell, Jeff R., Boehnke, Michael, Bergman, Richard N., Collins, Francis S., Mohlke, Karen L., Tuomilehto, Jaakko, Maerz, Winfried, Kovacs, Peter, Stumvoll, Michael, Psaty, Bruce M., Kuusisto, Johanna, Laakso, Markku, Meigs, James B., Dupuis, Josee, Ingelsson, Erik, and Florez, Jose C.
Abstract: Genome-wide association studies (GWAS) have found few common variants that influence fasting measures of insulin sensitivity. We hypothesized that a GWAS of an integrated assessment of fasting and dynamic measures of insulin sensitivity would detect novel common variants. We performed a GWAS of the modified Stumvoll Insulin Sensitivity Index (ISI) within the Meta-Analyses of Glucose and Insulin-Related Traits Consortium. Discovery for genetic association was performed in 16,753 individuals, and replication was attempted for the 23 most significant novel loci in 13,354 independent individuals. Association with ISI was tested in models adjusted for age, sex, and BMI and in a model analyzing the combined influence of the genotype effect adjusted for BMI and the interaction effect between the genotype and BMI on ISI (model 3). In model 3, three variants reached genome-wide significance: rs13422522 (NYAP2; P = 8.87 x 10(-11)), rs12454712 (BCL2; P = 2.7 x 10(-8)), and rs10506418 (FAM19A2; P = 1.9 x 10(-8)). The association at NYAP2 was eliminated by conditioning on the known IRS1 insulin sensitivity locus; the BCL2 and FAM19A2 associations were independent of known cardiometabolic loci. In conclusion, we identified two novel loci and replicated known variants associated with insulin sensitivity. Further studies are needed to clarify the causal variant and function at the BCL2 and FAM19A2 loci., Funding:This work was supported by National Institutes of Health grant DK099249 (to G.A.W.). Grant support was provided to cohorts. For METSIM, the study was funded by the Academy of Finland (grants 77299 and 124243). For Sorbs, the work was supported by grants from the German Research Council (DFG-SFB 1052, "Obesity mechanisms," A01, C01, B03, and SPP 1629 TO 718/2-1), the German Diabetes Association, and the Diabetes Hilfs-und Forschungsfonds Deutschland (DHFD). This work was further supported by the Federal Ministry of Education and Research (BMBF), Germany, FKZ (01EO1501, AD2-060E to P.K.), and by the Boehringer Ingelheim Foundation. For FHS, the study was supported by the National Heart, Lung, and Blood Institute (contract nos. N02-HL-6-4278 [supporting its contract with Affymetrix, Inc., for genotyping services], N01-HC-25195, HL084756, and HHSN268201500001I) and the National Institute of Diabetes and Digestive and Kidney Diseases (R01 DK078616 to J.D., U01-DK085526 to H.C. and J.D., 2R01 DK078616 and K24 DK080140 to J.M.). A portion of this research utilized the Linux Cluster for Genetic Analysis (LinGA-II) funded by the Robert Dawson Evans Endowment of the Department of Medicine at Boston University School of Medicine and Boston Medical Center. A.K.M. was supported by American Diabetes Association Research Foundation (grant 7-12-MN-02). For CHS, research was supported by National Heart, Lung, and Blood Institute contract nos. HHSN268201200036C, HHSN268200800007C, N01HC55222, N01HC85079, N01HC85080, N01HC85081, N01HC85082, N01HC85083, and N01HC85086 and grant nos. U01HL080295, HL105756, and HL120393, with additional contribution from the National Institute of Neurological Disorders and Stroke. Additional support was provided by R01AG023629 from the National Institute on Aging (NIA). For ULSAM, the project was supported by the Knut and Alice Wallenberg Foundation (Wallenberg Academy Fellow), the European Research Council (ERC Starting Grant), the Swe
Published: 2016
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81. Genome-wide association study identifies 74 loci associated with educational attainment

Author: Okbay, Aysu, Beauchamp, Jonathan P., Fontana, Mark Alan, Lee, James J., Pers, Tune H., Rietveld, Cornelius A., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Meddens, S. Fleur W., Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Furlotte, Nicholas A., Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, van der Lee, Sven J., de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Brge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bonnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldorsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., Kahonen, Mika, Kanoni, Stavroula, Keltigangas-Jarvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Mael P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Magi, Reedik, Maki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Meddens, Gerardus A., McMahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Raikkonen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., Volker, Uwe, Volzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Boomsma, Dorret I., Borecki, Ingrid B., Bultmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jorgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, van der Harst, Pim, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hyppnen, Elina, Iacono, William G., Jacobsson, Bo, Jarvelin, Marjo-Riitta, Jockel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtimaki, Terho, Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., McGue, Matt, Metspalu, Andres, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Markus, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sorensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Tung, Joyce Y., Uitterlinden, Andre G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Yang, Jian, Johannesson, Magnus, Visscher, Peter M., Esko, Tonu, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., Okbay, Aysu, Beauchamp, Jonathan P., Fontana, Mark Alan, Lee, James J., Pers, Tune H., Rietveld, Cornelius A., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Meddens, S. Fleur W., Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Abdellaoui, Abdel, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Furlotte, Nicholas A., Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, van der Lee, Sven J., de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., van der Most, Peter J., Oldmeadow, Christopher, Payton, Antony, Pervjakova, Natalia, Peyrot, Wouter J., Qian, Yong, Raitakari, Olli, Rueedi, Rico, Salvi, Erika, Schmidt, Brge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., St Pourcain, Beate, Teumer, Alexander, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Westra, Harm-Jan, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bonnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eibich, Peter, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldorsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Joshi, Peter K., Jugessur, Astanand, Kaakinen, Marika A., Kahonen, Mika, Kanoni, Stavroula, Keltigangas-Jarvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Kutalik, Zoltan, Latvala, Antti, Launer, Lenore J., Lebreton, Mael P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Magi, Reedik, Maki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Meddens, Gerardus A., McMahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Milani, Lili, Montgomery, Grant W., Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Raikkonen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, van Rooij, Frank J. A., Venturini, Cristina, Vinkhuyzen, Anna A. E., Volker, Uwe, Volzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Boomsma, Dorret I., Borecki, Ingrid B., Bultmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., van Duijn, Cornelia M., Eriksson, Johan G., Franke, Barbara, Franke, Lude, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jorgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, van der Harst, Pim, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hyppnen, Elina, Iacono, William G., Jacobsson, Bo, Jarvelin, Marjo-Riitta, Jockel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehtimaki, Terho, Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., McGue, Matt, Metspalu, Andres, Pendleton, Neil, Penninx, Brenda W. J. H., Perola, Markus, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sorensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Tung, Joyce Y., Uitterlinden, Andre G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Yang, Jian, Johannesson, Magnus, Visscher, Peter M., Esko, Tonu, Koellinger, Philipp D., Cesarini, David, and Benjamin, Daniel J.
Abstract: Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals(1). Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample(1,2) of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.
Published: 2016
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82. New loci for body fat percentage reveal link between adiposity and cardiometabolic disease risk

Author: University of Helsinki, Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Clinicum, University of Helsinki, Institute of Behavioural Sciences, University of Helsinki, Hospital for Children and Adolescents, Lu, Yingchang, Day, Felix R., Gustafsson, Stefan, Buchkovich, Martin L., Na, Jianbo, Bataille, Veronique, Cousminer, Diana L., Dastani, Zari, Drong, Alexander W., Esko, Tonu, Evans, David M., Falchi, Mario, Feitosa, Mary F., Ferreira, Teresa, Hedman, Asa K., Haring, Robin, Hysi, Pirro G., Iles, Mark M., Justice, Anne E., Kanoni, Stavroula, Lagou, Vasiliki, Li, Rui, Li, Xin, Locke, Adam, Lu, Chen, Magi, Reedik, Perry, John R. B., Pers, Tune H., Qi, Qibin, Sanna, Marianna, Schmidt, Ellen M., Scott, William R., Shungin, Dmitry, Teumer, Alexander, Vinkhuyzen, Anna A. E., Walker, Ryan W., Westra, Harm-Jan, Zhang, Mingfeng, Zhang, Weihua, Zhao, Jing Hua, Zhu, Zhihong, Afzal, Uzma, Ahluwalia, Tarunveer Singh, Bakker, Stephan J. L., Bellis, Claire, Bonnefond, Amelie, Borodulin, Katja, Buchman, Aron S., Cederholm, Tommy, Choh, Audrey C., Choi, Hyung Jin, Curran, Joanne E., de Groot, Lisette C. P. G. M., De Jager, Philip L., Dhonukshe-Rutten, Rosalie A. M., Enneman, Anke W., Eury, Elodie, Evans, Daniel S., Forsen, Tom, Friedrich, Nele, Fumeron, Frederic, Garcia, Melissa E., Gartner, Simone, Han, Bok-Ghee, Havulinna, Aki S., Hayward, Caroline, Hernandez, Dena, Hillege, Hans, Ittermann, Till, Kent, Jack W., Kolcic, Ivana, Laatikainen, Tiina, Lahti, Jari, Leach, Irene Mateo, Lee, Christine G., Lee, Jong-Young, Liu, Tian, Liu, Youfang, Lobbens, Stephane, Loh, Marie, Lyytikainen, Leo-Pekka, Medina-Gomez, Carolina, Michaelsson, Karl, Nalls, Mike A., Nielson, Carrie M., Oozageer, Laticia, Pascoe, Laura, Paternoster, Lavinia, Polasek, Ozren, Ripatti, Samuli, Sarzynski, Mark A., Shin, Chan Soo, Narancic, Nina Smolej, Spira, Dominik, Srikanth, Priya, Steinhagen-Thiessen, Elisabeth, Sung, Yun Ju, Swart, Karin M. A., Taittonen, Leena, Tanaka, Toshiko, Tikkanen, Emmi, van der Velde, Nathalie, van Schoor, Natasja M., Verweij, Niek, Wright, Alan F., Yu, Lei, Zmuda, Joseph M., Pellikka, Niina, Forrester, Terrence, Grarup, Niels, Jackson, Anne U., Kristiansson, Kati, Kuulasmaa, Teemu, Kuusisto, Johanna, Lichtner, Peter, Luan, Jian'an, Mahajan, Anubha, Mannisto, Satu, Palmer, Cameron D., Ried, Janina S., Scott, Robert A., Stancakova, Alena, Wagner, Peter J., Demirkan, Ayse, Doring, Angela, Gudnason, Vilmundur, Kiel, Douglas P., Kuhnel, Brigitte, Mangino, Massimo, Mcknight, Barbara, Menni, Cristina, O'Connell, Jeffrey R., Oostra, Ben A., Shuldiner, Alan R., Song, Kijoung, Vandenput, Liesbeth, van Duijn, Cornelia M., Vollenweider, Peter, White, Charles C., Boehnke, Michael, Boettcher, Yvonne, Cooper, Richard S., Forouhi, Nita G., Gieger, Christian, Grallert, Harald, Hingorani, Aroon, Jorgensen, Torben, Jousilahti, Pekka, Kivimaki, Mika, Kumari, Meena, Laakso, Markku, Langenberg, Claudia, Linneberg, Allan, Luke, Amy, Mckenzie, Colin A., Palotie, Aarno, Pedersen, Oluf, Peters, Annette, Strauch, Konstantin, Tayo, Bamidele O., Wareham, Nicholas J., Bennett, David A., Bertram, Lars, Blangero, John, Bluher, Matthias, Bouchard, Claude, Campbell, Harry, Cho, Nam H., Cummings, Steven R., Czerwinski, Stefan A., Demuth, Ilja, Eckardt, Rahel, Eriksson, Johan G., Ferrucci, Luigi, Franco, Oscar H., Froguel, Philippe, Gansevoort, Ron T., Hansen, Torben, Harris, Tamara B., Hastie, Nicholas, Heliovaara, Markku, Hofman, Albert, Jordan, Joanne M., Jula, Antti, Kahonen, Mika, Kajantie, Eero, Knekt, Paul B., Koskinen, Seppo, Kovacs, Peter, Lehtimaki, Terho, Lind, Lars, Liu, Yongmei, Orwoll, Eric S., Osmond, Clive, Perola, Markus, Perusse, Louis, Raitakari, Olli T., Rankinen, Tuomo, Rao, D. C., Rice, Treva K., Rivadeneira, Fernando, Rudan, Igor, Salomaa, Veikko, Sorensen, Thorkild I. A., Stumvoll, Michael, Tonjes, Anke, Towne, Bradford, Tranah, Gregory J., Tremblay, Angelo, Uitterlinden, Andre G., van der Harst, Pim, Vartiainen, Erkki, Viikari, Jorma S., Vitart, Veronique, Vohl, Marie-Claude, Volzke, Henry, Walker, Mark, Wallaschofski, Henri, Wild, Sarah, Wilson, James F., Yengo, Loic, Bishop, D. Timothy, Borecki, Ingrid B., Chambers, John C., Cupples, L. Adrienne, Dehghan, Abbas, Deloukas, Panos, Fatemifar, Ghazaleh, Fox, Caroline, Furey, Terrence S., Franke, Lude, Han, Jiali, Hunter, David J., Karjalainen, Juha, Karpe, Fredrik, Kaplan, Robert C., Kooner, Jaspal S., McCarthy, Mark I., Murabito, Joanne M., Morris, Andrew P., Bishop, Julia A. N., North, Kari E., Ohlsson, Claes, Ong, Ken K., Prokopenko, Inga, Richards, J. Brent, Schadt, Eric E., Spector, Tim D., Widen, Elisabeth, Willer, Cristen J., Yang, Jian, Ingelsson, Erik, Mohlke, Karen L., Hirschhorn, Joel N., Pospisilik, John Andrew, Zillikens, M. Carola, Lindgren, Cecilia, Kilpelainen, Tuomas Oskari, Loos, Ruth J. F., University of Helsinki, Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Clinicum, University of Helsinki, Institute of Behavioural Sciences, University of Helsinki, Hospital for Children and Adolescents, Lu, Yingchang, Day, Felix R., Gustafsson, Stefan, Buchkovich, Martin L., Na, Jianbo, Bataille, Veronique, Cousminer, Diana L., Dastani, Zari, Drong, Alexander W., Esko, Tonu, Evans, David M., Falchi, Mario, Feitosa, Mary F., Ferreira, Teresa, Hedman, Asa K., Haring, Robin, Hysi, Pirro G., Iles, Mark M., Justice, Anne E., Kanoni, Stavroula, Lagou, Vasiliki, Li, Rui, Li, Xin, Locke, Adam, Lu, Chen, Magi, Reedik, Perry, John R. B., Pers, Tune H., Qi, Qibin, Sanna, Marianna, Schmidt, Ellen M., Scott, William R., Shungin, Dmitry, Teumer, Alexander, Vinkhuyzen, Anna A. E., Walker, Ryan W., Westra, Harm-Jan, Zhang, Mingfeng, Zhang, Weihua, Zhao, Jing Hua, Zhu, Zhihong, Afzal, Uzma, Ahluwalia, Tarunveer Singh, Bakker, Stephan J. L., Bellis, Claire, Bonnefond, Amelie, Borodulin, Katja, Buchman, Aron S., Cederholm, Tommy, Choh, Audrey C., Choi, Hyung Jin, Curran, Joanne E., de Groot, Lisette C. P. G. M., De Jager, Philip L., Dhonukshe-Rutten, Rosalie A. M., Enneman, Anke W., Eury, Elodie, Evans, Daniel S., Forsen, Tom, Friedrich, Nele, Fumeron, Frederic, Garcia, Melissa E., Gartner, Simone, Han, Bok-Ghee, Havulinna, Aki S., Hayward, Caroline, Hernandez, Dena, Hillege, Hans, Ittermann, Till, Kent, Jack W., Kolcic, Ivana, Laatikainen, Tiina, Lahti, Jari, Leach, Irene Mateo, Lee, Christine G., Lee, Jong-Young, Liu, Tian, Liu, Youfang, Lobbens, Stephane, Loh, Marie, Lyytikainen, Leo-Pekka, Medina-Gomez, Carolina, Michaelsson, Karl, Nalls, Mike A., Nielson, Carrie M., Oozageer, Laticia, Pascoe, Laura, Paternoster, Lavinia, Polasek, Ozren, Ripatti, Samuli, Sarzynski, Mark A., Shin, Chan Soo, Narancic, Nina Smolej, Spira, Dominik, Srikanth, Priya, Steinhagen-Thiessen, Elisabeth, Sung, Yun Ju, Swart, Karin M. A., Taittonen, Leena, Tanaka, Toshiko, Tikkanen, Emmi, van der Velde, Nathalie, van Schoor, Natasja M., Verweij, Niek, Wright, Alan F., Yu, Lei, Zmuda, Joseph M., Pellikka, Niina, Forrester, Terrence, Grarup, Niels, Jackson, Anne U., Kristiansson, Kati, Kuulasmaa, Teemu, Kuusisto, Johanna, Lichtner, Peter, Luan, Jian'an, Mahajan, Anubha, Mannisto, Satu, Palmer, Cameron D., Ried, Janina S., Scott, Robert A., Stancakova, Alena, Wagner, Peter J., Demirkan, Ayse, Doring, Angela, Gudnason, Vilmundur, Kiel, Douglas P., Kuhnel, Brigitte, Mangino, Massimo, Mcknight, Barbara, Menni, Cristina, O'Connell, Jeffrey R., Oostra, Ben A., Shuldiner, Alan R., Song, Kijoung, Vandenput, Liesbeth, van Duijn, Cornelia M., Vollenweider, Peter, White, Charles C., Boehnke, Michael, Boettcher, Yvonne, Cooper, Richard S., Forouhi, Nita G., Gieger, Christian, Grallert, Harald, Hingorani, Aroon, Jorgensen, Torben, Jousilahti, Pekka, Kivimaki, Mika, Kumari, Meena, Laakso, Markku, Langenberg, Claudia, Linneberg, Allan, Luke, Amy, Mckenzie, Colin A., Palotie, Aarno, Pedersen, Oluf, Peters, Annette, Strauch, Konstantin, Tayo, Bamidele O., Wareham, Nicholas J., Bennett, David A., Bertram, Lars, Blangero, John, Bluher, Matthias, Bouchard, Claude, Campbell, Harry, Cho, Nam H., Cummings, Steven R., Czerwinski, Stefan A., Demuth, Ilja, Eckardt, Rahel, Eriksson, Johan G., Ferrucci, Luigi, Franco, Oscar H., Froguel, Philippe, Gansevoort, Ron T., Hansen, Torben, Harris, Tamara B., Hastie, Nicholas, Heliovaara, Markku, Hofman, Albert, Jordan, Joanne M., Jula, Antti, Kahonen, Mika, Kajantie, Eero, Knekt, Paul B., Koskinen, Seppo, Kovacs, Peter, Lehtimaki, Terho, Lind, Lars, Liu, Yongmei, Orwoll, Eric S., Osmond, Clive, Perola, Markus, Perusse, Louis, Raitakari, Olli T., Rankinen, Tuomo, Rao, D. C., Rice, Treva K., Rivadeneira, Fernando, Rudan, Igor, Salomaa, Veikko, Sorensen, Thorkild I. A., Stumvoll, Michael, Tonjes, Anke, Towne, Bradford, Tranah, Gregory J., Tremblay, Angelo, Uitterlinden, Andre G., van der Harst, Pim, Vartiainen, Erkki, Viikari, Jorma S., Vitart, Veronique, Vohl, Marie-Claude, Volzke, Henry, Walker, Mark, Wallaschofski, Henri, Wild, Sarah, Wilson, James F., Yengo, Loic, Bishop, D. Timothy, Borecki, Ingrid B., Chambers, John C., Cupples, L. Adrienne, Dehghan, Abbas, Deloukas, Panos, Fatemifar, Ghazaleh, Fox, Caroline, Furey, Terrence S., Franke, Lude, Han, Jiali, Hunter, David J., Karjalainen, Juha, Karpe, Fredrik, Kaplan, Robert C., Kooner, Jaspal S., McCarthy, Mark I., Murabito, Joanne M., Morris, Andrew P., Bishop, Julia A. N., North, Kari E., Ohlsson, Claes, Ong, Ken K., Prokopenko, Inga, Richards, J. Brent, Schadt, Eric E., Spector, Tim D., Widen, Elisabeth, Willer, Cristen J., Yang, Jian, Ingelsson, Erik, Mohlke, Karen L., Hirschhorn, Joel N., Pospisilik, John Andrew, Zillikens, M. Carola, Lindgren, Cecilia, Kilpelainen, Tuomas Oskari, and Loos, Ruth J. F.
Abstract: To increase our understanding of the genetic basis of adiposity and its links to cardiometabolic disease risk, we conducted a genome-wide association meta-analysis of body fat percentage (BF%) in up to 100,716 individuals. Twelve loci reached genome-wide significance (P <5 x 10(-8)), of which eight were previously associated with increased overall adiposity (BMI, BF%) and four (in or near COBLL1/GRB14, IGF2BP1, PLA2G6, CRTC1) were novel associations with BF%. Seven loci showed a larger effect on BF% than on BMI, suggestive of a primary association with adiposity, while five loci showed larger effects on BMI than on BF%, suggesting association with both fat and lean mass. In particular, the loci more strongly associated with BF% showed distinct cross-phenotype association signatures with a range of cardiometabolic traits revealing new insights in the link between adiposity and disease risk.
Published: 2016

83. Personalized Risk Prediction for Type 2 Diabetes: the Potential of Genetic Risk Scores

Author: Lall, Kristi, primary, Magi, Reedik, additional, Morris, Andrew, additional, Metspalu, Andres, additional, and Fischer, Krista, additional
Published: 2016
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84. The impact of low-frequency and rare variants on lipid levels

Author: Surakka, Ida, Horikoshi, Momoko, Magi, Reedik, Sarin, Antti-Pekka, Mahajan, Anubha, Lagou, Vasiliki, Marullo, Letizia, Ferreira, Teresa, Miraglio, Benjamin, Timonen, Sanna, Kettunen, Johannes, Pirinen, Matti, Karjalainen, Julia, Thorleifsson, Gudmar, Hägg, Sara, Hottenga, Jouke-Jan, Isaacs, Aaron, Ladenvall, Claes, Beekman, Marian, Esko, Tonu, Ried, Janina S., Nelson, Christopher P., Willenborg, Christina, Gustafsson, Stefan, Westra, Harm-Jan, Blades, Matthew, de Craen, Anton J. M., de Geus, Eco J., Deelen, Joris, Grallert, Harald, Hamsten, Anders, Havulinna, Aki S., Hengstenberg, Christian, Houwing-Duistermaat, Jeanine J., Hypponen, Elina, Karssen, Lennart C., Lehtimaki, Terho, Lyssenko, Valeriya, Magnusson, Patrik K. E., Mihailov, Evelin, Muller-Nurasyid, Martina, Mpindi, John-Patrick, Pedersen, Nancy L., Penninx, Brenda W. J. H., Perola, Markus, Pers, Tune H., Peters, Annette, Rung, Johan, Smit, Johannes H., Steinthorsdottir, Valgerdur, Tobin, Martin D., Tsernikova, Natalia, van Leeuwen, Elisabeth M., Viikari, Jorma S., Willems, Sara M., Willemsen, Gonneke, Schunkert, Heribert, Erdmann, Jeanette, Samani, Nilesh J., Kaprio, Jaakko, Lind, Lars, Gieger, Christian, Metspalu, Andres, Slagboom, P. Eline, Groop, Leif, van Duijn, Cornelia M., Eriksson, Johan G., Jula, Antti, Salomaa, Veikko, Boomsma, Dorret I., Power, Christine, Raitakari, Olli T., Ingelsson, Erik, Jarvelin, Marjo-Riitta, Thorsteinsdottir, Unnur, Franke, Lude, Ikonen, Elina, Kallioniemi, Olli, Pietiainen, Vilja, Lindgren, Cecilia M., Stefansson, Kari, Palotie, Aarno, McCarthy, Mark I., Morris, Andrew P., Prokopenko, Inga, Ripatti, Samuli, Surakka, Ida, Horikoshi, Momoko, Magi, Reedik, Sarin, Antti-Pekka, Mahajan, Anubha, Lagou, Vasiliki, Marullo, Letizia, Ferreira, Teresa, Miraglio, Benjamin, Timonen, Sanna, Kettunen, Johannes, Pirinen, Matti, Karjalainen, Julia, Thorleifsson, Gudmar, Hägg, Sara, Hottenga, Jouke-Jan, Isaacs, Aaron, Ladenvall, Claes, Beekman, Marian, Esko, Tonu, Ried, Janina S., Nelson, Christopher P., Willenborg, Christina, Gustafsson, Stefan, Westra, Harm-Jan, Blades, Matthew, de Craen, Anton J. M., de Geus, Eco J., Deelen, Joris, Grallert, Harald, Hamsten, Anders, Havulinna, Aki S., Hengstenberg, Christian, Houwing-Duistermaat, Jeanine J., Hypponen, Elina, Karssen, Lennart C., Lehtimaki, Terho, Lyssenko, Valeriya, Magnusson, Patrik K. E., Mihailov, Evelin, Muller-Nurasyid, Martina, Mpindi, John-Patrick, Pedersen, Nancy L., Penninx, Brenda W. J. H., Perola, Markus, Pers, Tune H., Peters, Annette, Rung, Johan, Smit, Johannes H., Steinthorsdottir, Valgerdur, Tobin, Martin D., Tsernikova, Natalia, van Leeuwen, Elisabeth M., Viikari, Jorma S., Willems, Sara M., Willemsen, Gonneke, Schunkert, Heribert, Erdmann, Jeanette, Samani, Nilesh J., Kaprio, Jaakko, Lind, Lars, Gieger, Christian, Metspalu, Andres, Slagboom, P. Eline, Groop, Leif, van Duijn, Cornelia M., Eriksson, Johan G., Jula, Antti, Salomaa, Veikko, Boomsma, Dorret I., Power, Christine, Raitakari, Olli T., Ingelsson, Erik, Jarvelin, Marjo-Riitta, Thorsteinsdottir, Unnur, Franke, Lude, Ikonen, Elina, Kallioniemi, Olli, Pietiainen, Vilja, Lindgren, Cecilia M., Stefansson, Kari, Palotie, Aarno, McCarthy, Mark I., Morris, Andrew P., Prokopenko, Inga, and Ripatti, Samuli
Abstract: Using a genome-wide screen of 9.6 million genetic variants achieved through 1000 Genomes Project imputation in 62,166 samples, we identify association to lipid traits in 93 loci, including 79 previously identified loci with new lead SNPs and 10 new loci, 15 loci with a low-frequency lead SNP and 10 loci with a missense lead SNP, and 2 loci with an accumulation of rare variants. In six loci, SNPs with established function in lipid genetics (CELSR2, GCKR, LIPC and APOE) or candidate missense mutations with predicted damaging function (CD300LG and TM6SF2) explained the locus associations. The low-frequency variants increased the proportion of variance explained, particularly for low-density lipoprotein cholesterol and total cholesterol. Altogether, our results highlight the impact of low-frequency variants in complex traits and show that imputation offers a cost-effective alternative to resequencing.
Published: 2015
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85. New genetic loci link adipose and insulin biology to body fat distribution

Author: Shungin, Dmitry, Winkler, Thomas, Croteau-Chonka, Damien, Ferreira, Teresa, Locke, Adam, Magi, Reedik, Strawbridge, Rona, Pers, Tune, Fischer, Krista, Justice, Anne, Bellis, Claire, Nyholt, Dale, other, and, Shungin, Dmitry, Winkler, Thomas, Croteau-Chonka, Damien, Ferreira, Teresa, Locke, Adam, Magi, Reedik, Strawbridge, Rona, Pers, Tune, Fischer, Krista, Justice, Anne, Bellis, Claire, Nyholt, Dale, and other, and
Abstract: Body fat distribution is a heritable trait and a well-established predictor of adverse metabolic outcomes, independent of overall adiposity. To increase our understanding of the genetic basis of body fat distribution and its molecular links to cardiometabolic traits, here we conduct genome-wide association meta-analyses of traits related to waist and hip circumferences in up to 224,459 individuals. We identify 49 loci (33 new) associated with waist-to-hip ratio adjusted for body mass index (BMI), and an additional 19 loci newly associated with related waist and hip circumference measures (P < 5 × 10−8). In total, 20 of the 49 waist-to-hip ratio adjusted for BMI loci show significant sexual dimorphism, 19 of which display a stronger effect in women. The identified loci were enriched for genes expressed in adipose tissue and for putative regulatory elements in adipocytes. Pathway analyses implicated adipogenesis, angiogenesis, transcriptional regulation and insulin resistance as processes affecting fat distribution, providing insight into potential pathophysiological mechanisms.
Published: 2015

86. The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study

Author: Circulatory Health, Experimentele Afd. Cardiologie 1, Cardiologie, JC onderzoeksprogramma Methodologie, Cancer, Zorgeenheid Vaatchirurgie Medisch, Onderzoek Vrouw Hart & Vaatziekten, Winkler, Thomas W., Justice, Anne E., Graff, Mariaelisa, Barata, Llilda, Feitosa, Mary F., Chu, Su, Czajkowski, Jacek, Esko, Tonu, Fall, Tove, Kilpelainen, Tuomas O., Lu, Yingchang, Magi, Reedik, Mihailov, Evelin, Pers, Tune H., Rueeger, Sina, Teumer, Alexander, Ehret, Georg B., Ferreira, Teresa, Heard-Costa, Nancy L., Karjalainen, Juha, Lagou, Vasiliki, Mahajan, Anubha, Neinast, Michael D., Prokopenko, Inga, Simino, Jeannette, Teslovich, Tanya M., Jansen, Rick, Westra, Harm-Jan, White, Charles C., Absher, Devin, Ahluwalia, Tarunveer S., Ahmad, Shafqat, Albrecht, Eva, Alves, Alexessander Couto, Bragg-Gresham, Jennifer L., de Craen, Anton J. M., Bis, Joshua C., Bonnefond, Amelie, Boucher, Gabrielle, Cadby, Gemma, Cheng, Yu-Ching, Chiang, Charleston W. K., Haitjema, Saskia, van der Laan, Sander W., van Setten, Jessica, Asselbergs, Folkert W., de Bakker, Paul I. W., Moll, Frans L., Pasterkamp, Gerard, den Ruijter, Hester M., CHARGE Consortium, DIAGRAM Consortium, GLGC Consortium, Global-BPGen Consortium, ICBP Consortium, MAGIC Consortium, Circulatory Health, Experimentele Afd. Cardiologie 1, Cardiologie, JC onderzoeksprogramma Methodologie, Cancer, Zorgeenheid Vaatchirurgie Medisch, Onderzoek Vrouw Hart & Vaatziekten, Winkler, Thomas W., Justice, Anne E., Graff, Mariaelisa, Barata, Llilda, Feitosa, Mary F., Chu, Su, Czajkowski, Jacek, Esko, Tonu, Fall, Tove, Kilpelainen, Tuomas O., Lu, Yingchang, Magi, Reedik, Mihailov, Evelin, Pers, Tune H., Rueeger, Sina, Teumer, Alexander, Ehret, Georg B., Ferreira, Teresa, Heard-Costa, Nancy L., Karjalainen, Juha, Lagou, Vasiliki, Mahajan, Anubha, Neinast, Michael D., Prokopenko, Inga, Simino, Jeannette, Teslovich, Tanya M., Jansen, Rick, Westra, Harm-Jan, White, Charles C., Absher, Devin, Ahluwalia, Tarunveer S., Ahmad, Shafqat, Albrecht, Eva, Alves, Alexessander Couto, Bragg-Gresham, Jennifer L., de Craen, Anton J. M., Bis, Joshua C., Bonnefond, Amelie, Boucher, Gabrielle, Cadby, Gemma, Cheng, Yu-Ching, Chiang, Charleston W. K., Haitjema, Saskia, van der Laan, Sander W., van Setten, Jessica, Asselbergs, Folkert W., de Bakker, Paul I. W., Moll, Frans L., Pasterkamp, Gerard, den Ruijter, Hester M., CHARGE Consortium, DIAGRAM Consortium, GLGC Consortium, Global-BPGen Consortium, ICBP Consortium, and MAGIC Consortium
Published: 2015

87. Genome-wide trans-ancestry meta-analysis provides insight into the genetic architecture of type 2 diabetes susceptibility

Author: Mahajan, Anubha, Go, Min Jin, Zhang, Weihua, Below, Jennifer E, Gaulton, Kyle J, Ferreira, Teresa, Horikoshi, Momoko, Johnson, Andrew D, Ng, Maggie C Y, Prokopenko, Inga, Saleheen, Danish, Wang, Xu, Zeggini, Eleftheria, Abecasis, Goncalo R, Adair, Linda S, Almgren, Peter, Atalay, Mustafa, Aung, Tin, Baldassarre, Damiano, Balkau, Beverley, Bao, Yuqian, Barnett, Anthony H, Barroso, Ines, Basit, Abdul, Been, Latonya F, Beilby, John, Bell, Graeme I, Benediktsson, Rafn, Bergman, Richard N, Boehm, Bernhard O, Boerwinkle, Eric, Bonnycastle, Lori L, Burtt, Noel, Cai, Qiuyin, Campbell, Harry, Carey, Jason, Cauchi, Stephane, Caulfield, Mark, Chan, Juliana C N, Chang, Li-Ching, Chang, Tien-Jyun, Chang, Yi-Cheng, Charpentier, Guillaume, Chen, Chien-Hsiun, Chen, Han, Chen, Yuan-Tsong, Chia, Kee-Seng, Chidambaram, Manickam, Chines, Peter S, Cho, Nam H, Cho, Young Min, Chuang, Lee-Ming, Collins, Francis S, Cornelis, Marilyn C, Couper, David J, Crenshaw, Andrew T, van Dam, Rob M, Danesh, John, Das, Debashish, de Faire, Ulf, Dedoussis, George, Deloukas, Panos, Dimas, Antigone S, Dina, Christian, Doney, Alex S F, Donnelly, Peter J, Dorkhan, Mozhgan, van Duijn, Cornelia, Dupuis, Josee, Edkins, Sarah, Elliott, Paul, Emilsson, Valur, Erbel, Raimund, Eriksson, Johan G, Escobedo, Jorge, Esko, Tonu, Eury, Elodie, Florez, Jose C, Fontanillas, Pierre, Forouhi, Nita G, Forsen, Tom, Fox, Caroline, Fraser, Ross M, Frayling, Timothy M, Froguel, Philippe, Frossard, Philippe, Gao, Yutang, Gertow, Karl, Gieger, Christian, Gigante, Bruna, Grallert, Harald, Grant, George B, Groop, Leif C, Groves, Christopher J, Grundberg, Elin, Guiducci, Candace, Hamsten, Anders, Han, Bok-Ghee, Hara, Kazuo, Hassanali, Neelam, Hattersley, Andrew T, Hayward, Caroline, Hedman, Asa K, Herder, Christian, Hofman, Albert, Holmen, Oddgeir L, Hovingh, Kees, Hreidarsson, Astradur B, Hu, Cheng, Hu, Frank B, Hui, Jennie, Humphries, Steve E, Hunt, Sarah E, Hunter, David J, Hveem, Kristian, Hydrie, Zafar I, Ikegami, Hiroshi, Illig, Thomas, Ingelsson, Erik, Islam, Muhammed, Isomaa, Bo, Jackson, Anne U, Jafar, Tazeen, James, Alan, Jia, Weiping, Jockel, Karl-Heinz, Jonsson, Anna, Jowett, Jeremy B M, Kadowaki, Takashi, Kang, Hyun Min, Kanoni, Stavroula, Kao, Wen Hong L, Kathiresan, Sekar, Kato, Norihiro, Katulanda, Prasad, Keinanen-Kiukaanniemi, Sirkka M, Kelly, Ann M, Khan, Hassan, Khaw, Kay-Tee, Khor, Chiea-Chuen, Kim, Hyung-Lae, Kim, Sangsoo, Kim, Young Jin, Kinnunen, Leena, Klopp, Norman, Kong, Augustine, Korpi-Hyovalti, Eeva, Kowlessur, Sudhir, Kraft, Peter, Kravic, Jasmina, Kristensen, Malene M, Krithika, S, Kumar, Ashish, Kumate, Jesus, Kuusisto, Johanna, Kwak, Soo Heon, Laakso, Markku, Lagou, Vasiliki, Lakka, Timo A, Langenberg, Claudia, Langford, Cordelia, Lawrence, Robert, Leander, Karin, Lee, Jen-Mai, Lee, Nanette R, Li, Man, Li, Xinzhong, Li, Yun, Liang, Junbin, Liju, Samuel, Lim, Wei-Yen, Lind, Lars, Lindgren, Cecilia M, Lindholm, Eero, Liu, Ching-Ti, Liu, Jian Jun, Lobbens, Stephane, Long, Jirong, Loos, Ruth J F, Lu, Wei, Luan, Jian'an, Lyssenko, Valeriya, Ma, Ronald C W, Maeda, Shiro, Magi, Reedik, Mannisto, Satu, Matthews, David R, Meigs, James B, Melander, Olle, Metspalu, Andres, Meyer, Julia, Mirza, Ghazala, Mihailov, Evelin, Moebus, Susanne, Mohan, Viswanathan, Mohlke, Karen L, Morris, Andrew D, Muhleisen, Thomas W, Muller-Nurasyid, Martina, Musk, Bill, Nakamura, Jiro, Nakashima, Eitaro, Navarro, Pau, Ng, Peng-Keat, Nica, Alexandra C, Nilsson, Peter M, Njolstad, Inger, Nothen, Markus M, Ohnaka, Keizo, Ong, Twee Hee, Owen, Katharine R, Palmer, Colin N A, Pankow, James S, Park, Kyong Soo, Parkin, Melissa, Pechlivanis, Sonali, Pedersen, Nancy L, Peltonen, Leena, Perry, John R B, Peters, Annette, Pinidiyapathirage, Janani M, Platou, Carl G P, Potter, Simon, Price, Jackie F, Qi, Lu, Radha, Venkatesan, Rallidis, Loukianos, Rasheed, Asif, Rathmann, Wolfgang, Rauramaa, Rainer, Raychaudhuri, Soumya, Rayner, N William, Rees, Simon D, Rehnberg, Emil, Ripatti, Samuli, Robertson, Neil, Roden, Michael, Rossin, Elizabeth J, Rudan, Igor, Rybin, Denis, Saaristo, Timo E, Salomaa, Veikko, Saltevo, Juha, Samuel, Maria, Sanghera, Dharambir K, Saramies, Jouko, Scott, James, Scott, Laura J, Scott, Robert A, Segre, Ayellet V, Sehmi, Joban, Sennblad, Bengt, Shah, Nabi, Shah, Sonia, Shera, A Samad, Shu, Xiao Ou, Shuldiner, Alan R, Sigurðsson, Gunnar, Sijbrands, Eric, Silveira, Angela, Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S, So, Wing Yee, Stancakova, Alena, Stefansson, Kari, Steinbach, Gerald, Steinthorsdottir, Valgerdur, Stirrups, Kathleen, Strawbridge, Rona J, Stringham, Heather M, Sun, Qi, Suo, Chen, Syvänen, Ann-Christine, Takayanagi, Ryoichi, Takeuchi, Fumihiko, Tay, Wan Ting, Teslovich, Tanya M, Thorand, Barbara, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tikkanen, Emmi, Trakalo, Joseph, Tremoli, Elena, Trip, Mieke D, Tsai, Fuu Jen, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Uitterlinden, Andre G, Valladares-Salgado, Adan, Vedantam, Sailaja, Veglia, Fabrizio, Voight, Benjamin F, Wang, Congrong, Wareham, Nicholas J, Wennauer, Roman, Wickremasinghe, Ananda R, Wilsgaard, Tom, Wilson, James F, Wiltshire, Steven, Winckler, Wendy, Wong, Tien Yin, Wood, Andrew R, Wu, Jer-Yuarn, Wu, Ying, Yamamoto, Ken, Yamauchi, Toshimasa, Yang, Mingyu, Yengo, Loic, Yokota, Mitsuhiro, Young, Robin, Zabaneh, Delilah, Zhang, Fan, Zhang, Rong, Zheng, Wei, Zimmet, Paul Z, Altshuler, David, Bowden, Donald W, Cho, Yoon Shin, Cox, Nancy J, Cruz, Miguel, Hanis, Craig L, Kooner, Jaspal, Lee, Jong-Young, Seielstad, Mark, Teo, Yik Ying, Boehnke, Michael, Parra, Esteban J, Chambers, John C, Tai, E Shyong, McCarthy, Mark I, Morris, Andrew P, Mahajan, Anubha, Go, Min Jin, Zhang, Weihua, Below, Jennifer E, Gaulton, Kyle J, Ferreira, Teresa, Horikoshi, Momoko, Johnson, Andrew D, Ng, Maggie C Y, Prokopenko, Inga, Saleheen, Danish, Wang, Xu, Zeggini, Eleftheria, Abecasis, Goncalo R, Adair, Linda S, Almgren, Peter, Atalay, Mustafa, Aung, Tin, Baldassarre, Damiano, Balkau, Beverley, Bao, Yuqian, Barnett, Anthony H, Barroso, Ines, Basit, Abdul, Been, Latonya F, Beilby, John, Bell, Graeme I, Benediktsson, Rafn, Bergman, Richard N, Boehm, Bernhard O, Boerwinkle, Eric, Bonnycastle, Lori L, Burtt, Noel, Cai, Qiuyin, Campbell, Harry, Carey, Jason, Cauchi, Stephane, Caulfield, Mark, Chan, Juliana C N, Chang, Li-Ching, Chang, Tien-Jyun, Chang, Yi-Cheng, Charpentier, Guillaume, Chen, Chien-Hsiun, Chen, Han, Chen, Yuan-Tsong, Chia, Kee-Seng, Chidambaram, Manickam, Chines, Peter S, Cho, Nam H, Cho, Young Min, Chuang, Lee-Ming, Collins, Francis S, Cornelis, Marilyn C, Couper, David J, Crenshaw, Andrew T, van Dam, Rob M, Danesh, John, Das, Debashish, de Faire, Ulf, Dedoussis, George, Deloukas, Panos, Dimas, Antigone S, Dina, Christian, Doney, Alex S F, Donnelly, Peter J, Dorkhan, Mozhgan, van Duijn, Cornelia, Dupuis, Josee, Edkins, Sarah, Elliott, Paul, Emilsson, Valur, Erbel, Raimund, Eriksson, Johan G, Escobedo, Jorge, Esko, Tonu, Eury, Elodie, Florez, Jose C, Fontanillas, Pierre, Forouhi, Nita G, Forsen, Tom, Fox, Caroline, Fraser, Ross M, Frayling, Timothy M, Froguel, Philippe, Frossard, Philippe, Gao, Yutang, Gertow, Karl, Gieger, Christian, Gigante, Bruna, Grallert, Harald, Grant, George B, Groop, Leif C, Groves, Christopher J, Grundberg, Elin, Guiducci, Candace, Hamsten, Anders, Han, Bok-Ghee, Hara, Kazuo, Hassanali, Neelam, Hattersley, Andrew T, Hayward, Caroline, Hedman, Asa K, Herder, Christian, Hofman, Albert, Holmen, Oddgeir L, Hovingh, Kees, Hreidarsson, Astradur B, Hu, Cheng, Hu, Frank B, Hui, Jennie, Humphries, Steve E, Hunt, Sarah E, Hunter, David J, Hveem, Kristian, Hydrie, Zafar I, Ikegami, Hiroshi, Illig, Thomas, Ingelsson, Erik, Islam, Muhammed, Isomaa, Bo, Jackson, Anne U, Jafar, Tazeen, James, Alan, Jia, Weiping, Jockel, Karl-Heinz, Jonsson, Anna, Jowett, Jeremy B M, Kadowaki, Takashi, Kang, Hyun Min, Kanoni, Stavroula, Kao, Wen Hong L, Kathiresan, Sekar, Kato, Norihiro, Katulanda, Prasad, Keinanen-Kiukaanniemi, Sirkka M, Kelly, Ann M, Khan, Hassan, Khaw, Kay-Tee, Khor, Chiea-Chuen, Kim, Hyung-Lae, Kim, Sangsoo, Kim, Young Jin, Kinnunen, Leena, Klopp, Norman, Kong, Augustine, Korpi-Hyovalti, Eeva, Kowlessur, Sudhir, Kraft, Peter, Kravic, Jasmina, Kristensen, Malene M, Krithika, S, Kumar, Ashish, Kumate, Jesus, Kuusisto, Johanna, Kwak, Soo Heon, Laakso, Markku, Lagou, Vasiliki, Lakka, Timo A, Langenberg, Claudia, Langford, Cordelia, Lawrence, Robert, Leander, Karin, Lee, Jen-Mai, Lee, Nanette R, Li, Man, Li, Xinzhong, Li, Yun, Liang, Junbin, Liju, Samuel, Lim, Wei-Yen, Lind, Lars, Lindgren, Cecilia M, Lindholm, Eero, Liu, Ching-Ti, Liu, Jian Jun, Lobbens, Stephane, Long, Jirong, Loos, Ruth J F, Lu, Wei, Luan, Jian'an, Lyssenko, Valeriya, Ma, Ronald C W, Maeda, Shiro, Magi, Reedik, Mannisto, Satu, Matthews, David R, Meigs, James B, Melander, Olle, Metspalu, Andres, Meyer, Julia, Mirza, Ghazala, Mihailov, Evelin, Moebus, Susanne, Mohan, Viswanathan, Mohlke, Karen L, Morris, Andrew D, Muhleisen, Thomas W, Muller-Nurasyid, Martina, Musk, Bill, Nakamura, Jiro, Nakashima, Eitaro, Navarro, Pau, Ng, Peng-Keat, Nica, Alexandra C, Nilsson, Peter M, Njolstad, Inger, Nothen, Markus M, Ohnaka, Keizo, Ong, Twee Hee, Owen, Katharine R, Palmer, Colin N A, Pankow, James S, Park, Kyong Soo, Parkin, Melissa, Pechlivanis, Sonali, Pedersen, Nancy L, Peltonen, Leena, Perry, John R B, Peters, Annette, Pinidiyapathirage, Janani M, Platou, Carl G P, Potter, Simon, Price, Jackie F, Qi, Lu, Radha, Venkatesan, Rallidis, Loukianos, Rasheed, Asif, Rathmann, Wolfgang, Rauramaa, Rainer, Raychaudhuri, Soumya, Rayner, N William, Rees, Simon D, Rehnberg, Emil, Ripatti, Samuli, Robertson, Neil, Roden, Michael, Rossin, Elizabeth J, Rudan, Igor, Rybin, Denis, Saaristo, Timo E, Salomaa, Veikko, Saltevo, Juha, Samuel, Maria, Sanghera, Dharambir K, Saramies, Jouko, Scott, James, Scott, Laura J, Scott, Robert A, Segre, Ayellet V, Sehmi, Joban, Sennblad, Bengt, Shah, Nabi, Shah, Sonia, Shera, A Samad, Shu, Xiao Ou, Shuldiner, Alan R, Sigurðsson, Gunnar, Sijbrands, Eric, Silveira, Angela, Sim, Xueling, Sivapalaratnam, Suthesh, Small, Kerrin S, So, Wing Yee, Stancakova, Alena, Stefansson, Kari, Steinbach, Gerald, Steinthorsdottir, Valgerdur, Stirrups, Kathleen, Strawbridge, Rona J, Stringham, Heather M, Sun, Qi, Suo, Chen, Syvänen, Ann-Christine, Takayanagi, Ryoichi, Takeuchi, Fumihiko, Tay, Wan Ting, Teslovich, Tanya M, Thorand, Barbara, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Tikkanen, Emmi, Trakalo, Joseph, Tremoli, Elena, Trip, Mieke D, Tsai, Fuu Jen, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Uitterlinden, Andre G, Valladares-Salgado, Adan, Vedantam, Sailaja, Veglia, Fabrizio, Voight, Benjamin F, Wang, Congrong, Wareham, Nicholas J, Wennauer, Roman, Wickremasinghe, Ananda R, Wilsgaard, Tom, Wilson, James F, Wiltshire, Steven, Winckler, Wendy, Wong, Tien Yin, Wood, Andrew R, Wu, Jer-Yuarn, Wu, Ying, Yamamoto, Ken, Yamauchi, Toshimasa, Yang, Mingyu, Yengo, Loic, Yokota, Mitsuhiro, Young, Robin, Zabaneh, Delilah, Zhang, Fan, Zhang, Rong, Zheng, Wei, Zimmet, Paul Z, Altshuler, David, Bowden, Donald W, Cho, Yoon Shin, Cox, Nancy J, Cruz, Miguel, Hanis, Craig L, Kooner, Jaspal, Lee, Jong-Young, Seielstad, Mark, Teo, Yik Ying, Boehnke, Michael, Parra, Esteban J, Chambers, John C, Tai, E Shyong, McCarthy, Mark I, and Morris, Andrew P
Abstract: To further understanding of the genetic basis of type 2 diabetes (T2D) susceptibility, we aggregated published meta-analyses of genome-wide association studies (GWAS), including 26,488 cases and 83,964 controls of European, east Asian, south Asian and Mexican and Mexican American ancestry. We observed a significant excess in the directional consistency of T2D risk alleles across ancestry groups, even at SNPs demonstrating only weak evidence of association. By following up the strongest signals of association from the trans-ethnic meta-analysis in an additional 21,491 cases and 55,647 controls of European ancestry, we identified seven new T2D susceptibility loci. Furthermore, we observed considerable improvements in the fine-mapping resolution of common variant association signals at several T2D susceptibility loci. These observations highlight the benefits of trans-ethnic GWAS for the discovery and characterization of complex trait loci and emphasize an exciting opportunity to extend insight into the genetic architecture and pathogenesis of human diseases across populations of diverse ancestry., Consortium, DIAbetes Genetics Replication And Meta-analysis (DIAGRAM)Consortium, Asian Genetic Epidemiology Network Type 2 Diabetes (AGEN-T2D)Consortium, South Asian Type 2 Diabetes (SAT2D)Consortium, Mexican American Type 2 Diabetes (MAT2D)Consortium, Type 2 Diabetes Genetic Exploration by Next-generation sequencing in multi-Ethnic Samples (T2D-GENES)
Published: 2014
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88. Quality control and conduct of genome-wide association meta-analyses

Author: Winkler, Thomas, Day, Felix, Croteau-Chonka, Damien, Wood, Andrew, Locke, Adam, Magi, Reedik, Ferreira, Teresa, Fall, Tove, Graff, Mariaelisa, Justice, Anne, Nyholt, Dale, other, and, Winkler, Thomas, Day, Felix, Croteau-Chonka, Damien, Wood, Andrew, Locke, Adam, Magi, Reedik, Ferreira, Teresa, Fall, Tove, Graff, Mariaelisa, Justice, Anne, Nyholt, Dale, and other, and
Published: 2014

89. Genome-Wide Association and Functional Follow-Up Reveals New Loci for Kidney Function

Author: Pattaro, Cristian, Koettgen, Anna, Teumer, Alexander, Garnaas, Maija, Boeger, Carsten A., Fuchsberger, Christian, Olden, Matthias, Chen, Ming-Huei, Tin, Adrienne, Taliun, Daniel, Li, Man, Gao, Xiaoyi, Gorski, Mathias, Yang, Qiong, Hundertmark, Claudia, Foster, Meredith C., O'Seaghdha, Conall M., Glazer, Nicole, Isaacs, Aaron, Liu, Ching-Ti, Smith, Albert V., O'Connell, Jeffrey R., Struchalin, Maksim, Tanaka, Toshiko, Li, Guo, Johnson, Andrew D., Gierman, Hinco J., Feitosa, Mary, Hwang, Shih-Jen, Atkinson, Elizabeth J., Lohman, Kurt, Cornelis, Marilyn C., Johansson, Åsa, Toenjes, Anke, Dehghan, Abbas, Chouraki, Vincent, Holliday, Elizabeth G., Sorice, Rossella, Kutalik, Zoltan, Lehtimaeki, Terho, Esko, Tonu, Deshmukh, Harshal, Ulivi, Sheila, Chu, Audrey Y., Murgia, Federico, Trompet, Stella, Imboden, Medea, Kollerits, Barbara, Pistis, Giorgio, Harris, Tamara B., Launer, Lenore J., Aspelund, Thor, Eiriksdottir, Gudny, Mitchell, Braxton D., Boerwinkle, Eric, Schmidt, Helena, Cavalieri, Margherita, Rao, Madhumathi, Hu, Frank B., Demirkan, Ayse, Oostra, Ben A., de Andrade, Mariza, Turner, Stephen T., Ding, Jingzhong, Andrews, Jeanette S., Freedman, Barry I., Koenig, Wolfgang, Illig, Thomas, Doering, Angela, Wichmann, H. -Erich, Kolcic, Ivana, Zemunik, Tatijana, Boban, Mladen, Minelli, Cosetta, Wheeler, Heather E., Igl, Wilmar, Zaboli, Ghazal, Wild, Sarah H., Wright, Alan F., Campbell, Harry, Ellinghaus, David, Nothlings, Ute, Jacobs, Gunnar, Biffar, Reiner, Endlich, Karlhans, Ernst, Florian, Homuth, Georg, Kroemer, Heyo K., Nauck, Matthias, Stracke, Sylvia, Voelker, Uwe, Voelzke, Henry, Kovacs, Peter, Stumvoll, Michael, Magi, Reedik, Hofman, Albert, Uitterlinden, Andre G., Rivadeneira, Fernando, Aulchenko, Yurii S., Polasek, Ozren, Hastie, Nick, Vitart, Veronique, Helmer, Catherine, Wang, Jie Jin, Ruggiero, Daniela, Bergmann, Sven, Kaehoenen, Mika, Viikari, Jorma, Nikopensius, Tiit, Province, Michael, Ketkar, Shamika, Colhoun, Helen, Doney, Alex, Robino, Antonietta, Giulianini, Franco, Kraemer, Bernhard K., Portas, Laura, Ford, Ian, Buckley, Brendan M., Adam, Martin, Thun, Gian-Andri, Paulweber, Bernhard, Haun, Margot, Sala, Cinzia, Metzger, Marie, Mitchell, Paul, Ciullo, Marina, Kim, Stuart K., Vollenweider, Peter, Raitakari, Olli, Metspalu, Andres, Palmer, Colin, Gasparini, Paolo, Pirastu, Mario, Jukema, J. Wouter, Probst-Hensch, Nicole M., Kronenberg, Florian, Toniolo, Daniela, Gudnason, Vilmundur, Shuldiner, Alan R., Coresh, Josef, Schmidt, Reinhold, Ferrucci, Luigi, Siscovick, David S., van Duijn, Cornelia M., Borecki, Ingrid, Kardia, Sharon L. R., Liu, Yongmei, Curhan, Gary C., Rudan, Igor, Gyllensten, Ulf, Wilson, James F., Franke, Andre, Pramstaller, Peter P., Rettig, Rainer, Prokopenko, Inga, Witteman, Jacqueline C. M., Hayward, Caroline, Ridker, Paul, Parsa, Afshin, Bochud, Murielle, Heid, Iris M., Goessling, Wolfram, Chasman, Daniel I., Kao, W. H. Linda, Fox, Caroline S., Pattaro, Cristian, Koettgen, Anna, Teumer, Alexander, Garnaas, Maija, Boeger, Carsten A., Fuchsberger, Christian, Olden, Matthias, Chen, Ming-Huei, Tin, Adrienne, Taliun, Daniel, Li, Man, Gao, Xiaoyi, Gorski, Mathias, Yang, Qiong, Hundertmark, Claudia, Foster, Meredith C., O'Seaghdha, Conall M., Glazer, Nicole, Isaacs, Aaron, Liu, Ching-Ti, Smith, Albert V., O'Connell, Jeffrey R., Struchalin, Maksim, Tanaka, Toshiko, Li, Guo, Johnson, Andrew D., Gierman, Hinco J., Feitosa, Mary, Hwang, Shih-Jen, Atkinson, Elizabeth J., Lohman, Kurt, Cornelis, Marilyn C., Johansson, Åsa, Toenjes, Anke, Dehghan, Abbas, Chouraki, Vincent, Holliday, Elizabeth G., Sorice, Rossella, Kutalik, Zoltan, Lehtimaeki, Terho, Esko, Tonu, Deshmukh, Harshal, Ulivi, Sheila, Chu, Audrey Y., Murgia, Federico, Trompet, Stella, Imboden, Medea, Kollerits, Barbara, Pistis, Giorgio, Harris, Tamara B., Launer, Lenore J., Aspelund, Thor, Eiriksdottir, Gudny, Mitchell, Braxton D., Boerwinkle, Eric, Schmidt, Helena, Cavalieri, Margherita, Rao, Madhumathi, Hu, Frank B., Demirkan, Ayse, Oostra, Ben A., de Andrade, Mariza, Turner, Stephen T., Ding, Jingzhong, Andrews, Jeanette S., Freedman, Barry I., Koenig, Wolfgang, Illig, Thomas, Doering, Angela, Wichmann, H. -Erich, Kolcic, Ivana, Zemunik, Tatijana, Boban, Mladen, Minelli, Cosetta, Wheeler, Heather E., Igl, Wilmar, Zaboli, Ghazal, Wild, Sarah H., Wright, Alan F., Campbell, Harry, Ellinghaus, David, Nothlings, Ute, Jacobs, Gunnar, Biffar, Reiner, Endlich, Karlhans, Ernst, Florian, Homuth, Georg, Kroemer, Heyo K., Nauck, Matthias, Stracke, Sylvia, Voelker, Uwe, Voelzke, Henry, Kovacs, Peter, Stumvoll, Michael, Magi, Reedik, Hofman, Albert, Uitterlinden, Andre G., Rivadeneira, Fernando, Aulchenko, Yurii S., Polasek, Ozren, Hastie, Nick, Vitart, Veronique, Helmer, Catherine, Wang, Jie Jin, Ruggiero, Daniela, Bergmann, Sven, Kaehoenen, Mika, Viikari, Jorma, Nikopensius, Tiit, Province, Michael, Ketkar, Shamika, Colhoun, Helen, Doney, Alex, Robino, Antonietta, Giulianini, Franco, Kraemer, Bernhard K., Portas, Laura, Ford, Ian, Buckley, Brendan M., Adam, Martin, Thun, Gian-Andri, Paulweber, Bernhard, Haun, Margot, Sala, Cinzia, Metzger, Marie, Mitchell, Paul, Ciullo, Marina, Kim, Stuart K., Vollenweider, Peter, Raitakari, Olli, Metspalu, Andres, Palmer, Colin, Gasparini, Paolo, Pirastu, Mario, Jukema, J. Wouter, Probst-Hensch, Nicole M., Kronenberg, Florian, Toniolo, Daniela, Gudnason, Vilmundur, Shuldiner, Alan R., Coresh, Josef, Schmidt, Reinhold, Ferrucci, Luigi, Siscovick, David S., van Duijn, Cornelia M., Borecki, Ingrid, Kardia, Sharon L. R., Liu, Yongmei, Curhan, Gary C., Rudan, Igor, Gyllensten, Ulf, Wilson, James F., Franke, Andre, Pramstaller, Peter P., Rettig, Rainer, Prokopenko, Inga, Witteman, Jacqueline C. M., Hayward, Caroline, Ridker, Paul, Parsa, Afshin, Bochud, Murielle, Heid, Iris M., Goessling, Wolfram, Chasman, Daniel I., Kao, W. H. Linda, and Fox, Caroline S.
Abstract: Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genomewide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.
Published: 2012
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90. A genome-wide approach accounting for body mass index identifies genetic variants influencing fasting glycemic traits and insulin resistance

Author: Manning, Alisa K., Hivert, Marie-France, Scott, Robert A., Grimsby, Jonna L., Bouatia-Naji, Nabila, Chen, Han, Rybin, Denis, Liu, Ching-Ti, Bielak, Lawrence F., Prokopenko, Inga, Amin, Najaf, Barnes, Daniel, Cadby, Gemma, Hottenga, Jouke-Jan, Ingelsson, Erik, Jackson, Anne U., Johnson, Toby, Kanoni, Stavroula, Ladenvall, Claes, Lagou, Vasiliki, Lahti, Jari, Lecoeur, Cecile, Liu, Yongmei, Martinez-Larrad, Maria Teresa, Montasser, May E., Navarro, Pau, Perry, John R. B., Rasmussen-Torvik, Laura J., Salo, Perttu, Sattar, Naveed, Shungin, Dmitry, Strawbridge, Rona J., Tanaka, Toshiko, van Duijn, Cornelia M., An, Ping, de Andrade, Mariza, Andrews, Jeanette S., Aspelund, Thor, Atalay, Mustafa, Aulchenko, Yurii, Balkau, Beverley, Bandinelli, Stefania, Beckmann, Jacques S., Beilby, John P., Bellis, Claire, Bergman, Richard N., Blangero, John, Boban, Mladen, Boehnke, Michael, Boerwinkle, Eric, Bonnycastle, Lori L., Boomsma, Dorret I., Borecki, Ingrid B., Boettcher, Yvonne, Bouchard, Claude, Brunner, Eric, Budimir, Danijela, Campbell, Harry, Carlson, Olga, Chines, Peter S., Clarke, Robert, Collins, Francis S., Corbaton-Anchuelo, Arturo, Couper, David, de Faire, Ulf, Dedoussis, George V., Deloukas, Panos, Dimitriou, Maria, Egan, Josephine M., Eiriksdottir, Gudny, Erdos, Michael R., Eriksson, Johan G., Eury, Elodie, Ferrucci, Luigi, Ford, Ian, Forouhi, Nita G., Fox, Caroline S., Franzosi, Maria Grazia, Franks, Paul W., Frayling, Timothy M., Froguel, Philippe, Galan, Pilar, de Geus, Eco, Gigante, Bruna, Glazer, Nicole L., Goel, Anuj, Groop, Leif, Gudnason, Vilmundur, Hallmans, Goeran, Hamsten, Anders, Hansson, Ola, Harris, Tamara B., Hayward, Caroline, Heath, Simon, Hercberg, Serge, Hicks, Andrew A., Hingorani, Aroon, Hofman, Albert, Hui, Jennie, Hung, Joseph, Jarvelin, Marjo-Riitta, Jhun, Min A., Johnson, Paul C. D., Jukema, J. Wouter, Jula, Antti, Kao, W. H., Kaprio, Jaakko, Kardia, Sharon L. R., Keinanen-Kiukaanniemi, Sirkka, Kivimaki, Mika, Kolcic, Ivana, Kovacs, Peter, Kumari, Meena, Kuusisto, Johanna, Kyvik, Kirsten Ohm, Laakso, Markku, Lakka, Timo, Lannfelt, Lars, Lathrop, G. Mark, Launer, Lenore J., Leander, Karin, Li, Guo, Lind, Lars, Lindstrom, Jaana, Lobbens, Stephane, Loos, Ruth J. F., Luan, Jian'an, Lyssenko, Valeriya, Magi, Reedik, Magnusson, Patrik K. E., Marmot, Michael, Meneton, Pierre, Mohlke, Karen L., Mooser, Vincent, Morken, Mario A., Miljkovic, Iva, Narisu, Narisu, O'Connell, Jeff, Ong, Ken K., Oostra, Ben A., Palmer, Lyle J., Palotie, Aarno, Pankow, James S., Peden, John F., Pedersen, Nancy L., Pehlic, Marina, Peltonen, Leena, Penninx, Brenda, Pericic, Marijana, Perola, Markus, Perusse, Louis, Peyser, Patricia A., Polasek, Ozren, Pramstaller, Peter P., Province, Michael A., Raikkonen, Katri, Rauramaa, Rainer, Rehnberg, Emil, Rice, Ken, Rotter, Jerome I., Rudan, Igor, Ruokonen, Aimo, Saaristo, Timo, Sabater-Lleal, Maria, Salomaa, Veikko, Savage, David B., Saxena, Richa, Schwarz, Peter, Seedorf, Udo, Sennblad, Bengt, Serrano-Rios, Manuel, Shuldiner, Alan R., Sijbrands, Eric J. G., Siscovick, David S., Smit, Johannes H., Small, Kerrin S., Smith, Nicholas L., Smith, Albert Vernon, Stancakova, Alena, Stirrups, Kathleen, Stumvoll, Michael, Sun, Yan V., Swift, Amy J., Toenjes, Anke, Tuomilehto, Jaakko, Trompet, Stella, Uitterlinden, Andre G., Uusitupa, Matti, Vikstrom, Max, Vitart, Veronique, Vohl, Marie-Claude, Voight, Benjamin F., Vollenweider, Peter, Waeber, Gerard, Waterworth, Dawn M., Watkins, Hugh, Wheeler, Eleanor, Widen, Elisabeth, Wild, Sarah H., Willems, Sara M., Willemsen, Gonneke, Wilson, James F., Witteman, Jacqueline C. M., Wright, Alan F., Yaghootkar, Hanieh, Zelenika, Diana, Zemunik, Tatijana, Zgaga, Lina, Wareham, Nicholas J., McCarthy, Mark I., Barroso, Ines, Watanabe, Richard M., Florez, Jose C., Dupuis, Josee, Meigs, James B., Langenberg, Claudia, Manning, Alisa K., Hivert, Marie-France, Scott, Robert A., Grimsby, Jonna L., Bouatia-Naji, Nabila, Chen, Han, Rybin, Denis, Liu, Ching-Ti, Bielak, Lawrence F., Prokopenko, Inga, Amin, Najaf, Barnes, Daniel, Cadby, Gemma, Hottenga, Jouke-Jan, Ingelsson, Erik, Jackson, Anne U., Johnson, Toby, Kanoni, Stavroula, Ladenvall, Claes, Lagou, Vasiliki, Lahti, Jari, Lecoeur, Cecile, Liu, Yongmei, Martinez-Larrad, Maria Teresa, Montasser, May E., Navarro, Pau, Perry, John R. B., Rasmussen-Torvik, Laura J., Salo, Perttu, Sattar, Naveed, Shungin, Dmitry, Strawbridge, Rona J., Tanaka, Toshiko, van Duijn, Cornelia M., An, Ping, de Andrade, Mariza, Andrews, Jeanette S., Aspelund, Thor, Atalay, Mustafa, Aulchenko, Yurii, Balkau, Beverley, Bandinelli, Stefania, Beckmann, Jacques S., Beilby, John P., Bellis, Claire, Bergman, Richard N., Blangero, John, Boban, Mladen, Boehnke, Michael, Boerwinkle, Eric, Bonnycastle, Lori L., Boomsma, Dorret I., Borecki, Ingrid B., Boettcher, Yvonne, Bouchard, Claude, Brunner, Eric, Budimir, Danijela, Campbell, Harry, Carlson, Olga, Chines, Peter S., Clarke, Robert, Collins, Francis S., Corbaton-Anchuelo, Arturo, Couper, David, de Faire, Ulf, Dedoussis, George V., Deloukas, Panos, Dimitriou, Maria, Egan, Josephine M., Eiriksdottir, Gudny, Erdos, Michael R., Eriksson, Johan G., Eury, Elodie, Ferrucci, Luigi, Ford, Ian, Forouhi, Nita G., Fox, Caroline S., Franzosi, Maria Grazia, Franks, Paul W., Frayling, Timothy M., Froguel, Philippe, Galan, Pilar, de Geus, Eco, Gigante, Bruna, Glazer, Nicole L., Goel, Anuj, Groop, Leif, Gudnason, Vilmundur, Hallmans, Goeran, Hamsten, Anders, Hansson, Ola, Harris, Tamara B., Hayward, Caroline, Heath, Simon, Hercberg, Serge, Hicks, Andrew A., Hingorani, Aroon, Hofman, Albert, Hui, Jennie, Hung, Joseph, Jarvelin, Marjo-Riitta, Jhun, Min A., Johnson, Paul C. D., Jukema, J. Wouter, Jula, Antti, Kao, W. H., Kaprio, Jaakko, Kardia, Sharon L. R., Keinanen-Kiukaanniemi, Sirkka, Kivimaki, Mika, Kolcic, Ivana, Kovacs, Peter, Kumari, Meena, Kuusisto, Johanna, Kyvik, Kirsten Ohm, Laakso, Markku, Lakka, Timo, Lannfelt, Lars, Lathrop, G. Mark, Launer, Lenore J., Leander, Karin, Li, Guo, Lind, Lars, Lindstrom, Jaana, Lobbens, Stephane, Loos, Ruth J. F., Luan, Jian'an, Lyssenko, Valeriya, Magi, Reedik, Magnusson, Patrik K. E., Marmot, Michael, Meneton, Pierre, Mohlke, Karen L., Mooser, Vincent, Morken, Mario A., Miljkovic, Iva, Narisu, Narisu, O'Connell, Jeff, Ong, Ken K., Oostra, Ben A., Palmer, Lyle J., Palotie, Aarno, Pankow, James S., Peden, John F., Pedersen, Nancy L., Pehlic, Marina, Peltonen, Leena, Penninx, Brenda, Pericic, Marijana, Perola, Markus, Perusse, Louis, Peyser, Patricia A., Polasek, Ozren, Pramstaller, Peter P., Province, Michael A., Raikkonen, Katri, Rauramaa, Rainer, Rehnberg, Emil, Rice, Ken, Rotter, Jerome I., Rudan, Igor, Ruokonen, Aimo, Saaristo, Timo, Sabater-Lleal, Maria, Salomaa, Veikko, Savage, David B., Saxena, Richa, Schwarz, Peter, Seedorf, Udo, Sennblad, Bengt, Serrano-Rios, Manuel, Shuldiner, Alan R., Sijbrands, Eric J. G., Siscovick, David S., Smit, Johannes H., Small, Kerrin S., Smith, Nicholas L., Smith, Albert Vernon, Stancakova, Alena, Stirrups, Kathleen, Stumvoll, Michael, Sun, Yan V., Swift, Amy J., Toenjes, Anke, Tuomilehto, Jaakko, Trompet, Stella, Uitterlinden, Andre G., Uusitupa, Matti, Vikstrom, Max, Vitart, Veronique, Vohl, Marie-Claude, Voight, Benjamin F., Vollenweider, Peter, Waeber, Gerard, Waterworth, Dawn M., Watkins, Hugh, Wheeler, Eleanor, Widen, Elisabeth, Wild, Sarah H., Willems, Sara M., Willemsen, Gonneke, Wilson, James F., Witteman, Jacqueline C. M., Wright, Alan F., Yaghootkar, Hanieh, Zelenika, Diana, Zemunik, Tatijana, Zgaga, Lina, Wareham, Nicholas J., McCarthy, Mark I., Barroso, Ines, Watanabe, Richard M., Florez, Jose C., Dupuis, Josee, Meigs, James B., and Langenberg, Claudia
Abstract: Recent genome-wide association studies have described many loci implicated in type 2 diabetes (T2D) pathophysiology and beta-cell dysfunction but have contributed little to the understanding of the genetic basis of insulin resistance. We hypothesized that genes implicated in insulin resistance pathways might be uncovered by accounting for differences in body mass index (BMI) and potential interactions between BMI and genetic variants. We applied a joint meta-analysis approach to test associations with fasting insulin and glucose on a genome-wide scale. We present six previously unknown loci associated with fasting insulin at P < 5 x 10(-8) in combined discovery and follow-up analyses of 52 studies comprising up to 96,496 non-diabetic individuals. Risk variants were associated with higher triglyceride and lower high-density lipoprotein (HDL) cholesterol levels, suggesting a role for these loci in insulin resistance pathways. The discovery of these loci will aid further characterization of the role of insulin resistance in T2D pathophysiology.
Published: 2012
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91. Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution

Author: Heid, Iris, Jackson, Anne, Randall, Joshua, Winkler, Thomas, Qi, Lu, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Zillikens, M, Speliotes, Elizabeth, Magi, Reedik, Nyholt, Dale, other, and, Heid, Iris, Jackson, Anne, Randall, Joshua, Winkler, Thomas, Qi, Lu, Steinthorsdottir, Valgerdur, Thorleifsson, Gudmar, Zillikens, M, Speliotes, Elizabeth, Magi, Reedik, Nyholt, Dale, and other, and
Abstract: Waist-hip ratio (WHR) is a measure of body fat distribution and a predictor of metabolic consequences independent of overall adiposity. WHR is heritable, but few genetic variants influencing this trait have been identified. We conducted a meta-analysis of 32 genome-wide association studies for WHR adjusted for body mass index (comprising up to 77,167 participants), following up 16 loci in an additional 29 studies (comprising up to 113,636 subjects). We identified 13 new loci in or near RSPO3, VEGFA, TBX15-WARS2, NFE2L3, GRB14, DNM3-PIGC, ITPR2-SSPN, LY86, HOXC13, ADAMTS9, ZNRF3-KREMEN1, NISCH-STAB1 and CPEB4 (P = 1.9 × 10−9 to P = 1.8 × 10−40) and the known signal at LYPLAL1. Seven of these loci exhibited marked sexual dimorphism, all with a stronger effect on WHR in women than men (P for sex difference = 1.9 × 10−3 to P = 1.2 × 10−13). These findings provide evidence for multiple loci that modulate body fat distribution independent of overall adiposity and reveal strong gene-by-sex interactions.
Published: 2010

92. Meta-analysis of sex-specific genome-wide association studies

Author: Magi, Reedik, primary, Lindgren, Cecilia M., additional, and Morris, Andrew P., additional
Published: 2010
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93. An Evaluation of the Performance of Tag SNPs Derived from HapMap in a Caucasian Population

Author: Montpetit, Alexandre, primary, Nelis, Mari, additional, Laflamme, Philippe, additional, Magi, Reedik, additional, Ke, Xiayi, additional, Remm, Maido, additional, Cardon, Lon, additional, Hudson, Thomas J, additional, and Metspalu, Andres, additional
Published: 2006
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94. An Evaluation of the Performance of Tag SNPs Derived from HapMap in a Caucasian Population.

Author: Montpetit, Alexandre, Nelis, Mari, Laflamme, Philippe, Magi, Reedik, Ke, Xiayi, Remm, Maido, Cardon, Lon, Hudson, Thomas J., and Metspalu, Andres
Subjects: NUCLEOTIDE analysis, GENOTYPE-environment interaction, HUMAN chromosomes, GENETIC polymorphisms, ECOLOGY
Abstract: The Haplotype Map (HapMap) project recently generated genotype data for more than 1 million single-nucleotide polymorphisms (SNPs) in four population samples. The main application of the data is in the selection of tag single-nucleotide polymorphisms (tSNPs) to use in association studies. The usefulness of this selection process needs to be verified in populations outside those used for the HapMap project. In addition, it is not known how well the data represent the general population, as only 90-120 chromosomes were used for each population and since the genotyped SNPs were selected so as to have high frequencies. In this study, we analyzed more than 1,000 individuals from Estonia. The population of this northern European country has been influenced by many different waves of migrations from Europe and Russia. We genotyped 1,536 randomly selected SNPs from two 500-kbp ENCODE regions on Chromosome 2. We observed that the tSNPs selected from the CEPH (Centre d'Etude du Polymorphisme Humain) from Utah (CEU) HapMap samples (derived from US residents with northern and western European ancestry) captured most of the variation in the Estonia sample. (Between 90% and 95% of the SNPs with a minor allele frequency of more than 5% have an r2 of at least 0.8 with one of the CEU tSNPs.) Using the reverse approach, tags selected from the Estonia sample could almost equally well describe the CEU sample. Finally, we observed that the sample size, the allelic frequency, and the SNP density in the dataset used to select the tags each have important effects on the tagging performance. Overall, our study supports the use of HapMap data in other Caucasian populations, but the SNP density and the bias towards high-frequency SNPs have to be taken into account when designing association studies. [ABSTRACT FROM AUTHOR]
Published: 2006
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95. Correction: Large-scale genome-wide meta-analysis of polycystic ovary syndrome suggests shared genetic architecture for different diagnosis criteria.

Author: Day, Felix, Karaderi, Tugce, Jones, Michelle R., Meun, Cindy, He, Chunyan, Drong, Alex, Kraft, Peter, Lin, Nan, Huang, Hongyan, Broer, Linda, Magi, Reedik, Saxena, Richa, Laisk, Triin, Urbanek, Margrit, Hayes, M. Geoffrey, Thorleifsson, Gudmar, Fernandez-Tajes, Juan, Mahajan, Anubha, Mullin, Benjamin H., and Stuckey, Bronwyn G. A.
Subjects: POLYCYSTIC ovary syndrome, META-analysis, INDUCED ovulation
Abstract: Correction: Large-scale genome-wide meta-analysis of polycystic ovary syndrome suggests shared genetic architecture for different diagnosis criteria Table 2 The 14 genome-wide significant variants associated with PCOS in the meta-analysis. All PCOS meta-analysis, PCOS meta-analysis without self-report, NIH, non-NIH Rotterdam and self-report meta-analysis results. [Extracted from the article]
Published: 2019
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96. Mapping the human genetic architecture of COVID-19

Author: Niemi, Mari E. K., Karjalainen, Juha, Liao, Rachel G., Daly, Mark, Ganna, Andrea, Pathak, Gita A., Andrews, Shea J., Kanai, Masahiro, Veerapen, Kumar, Fernandez-Cadenas, Israel, Schulte, Eva C., Striano, Pasquale, Marttila, Minttu, Minica, Camelia, Marouli, Eirini, Karim, Mohd Anisul, Wendt, Frank R., Savage, Jeanne, Sloofman, Laura, Butler-Laporte, Guillaume, Kim, Han-Na, Kanoni, Stavroula, Okada, Yukinori, Byun, Jinyoung, Han, Younghun, Uddin, Mohammed Jashim, Smith, George Davey, Willer, Cristen J., Buxbaum, Joseph D., Mehtonen, Juha, Finucane, Hilary, Cordioli, Mattia, Martin, Alicia R., Zhou, Wei, Pasaniuc, Bogdan, Julienne, Hanna, Aschard, Hugues, Shi, Huwenbo, Yengo, Loic, Polimanti, Renato, Ghoussaini, Maya, Schwartzentruber, Jeremy, Dunham, Ian, Chwialkowska, Karolina, Francescatto, Margherita, Trankiem, Amy, Balaconis, Mary K., Davis, Lea, Lee, Sulggi, Priest, James, Renieri, Alessandra, Sankaran, Vijay G., Van Heel, David, Deelen, Patrick, Richards, J. Brent, Nakanishi, Tomoko, Biesecker, Les, Kerchberger, V. Eric, Baillie, J. Kenneth, Mari, Francesca, Bernasconi, Anna, Baillie, Stefano Ceri, Canakoglu, Arif, Wolford, Brooke, Faucon, Annika, Dutta, Atanu Kumar, Schurmann, Claudia, Harry, Emi, Birney, Ewan, Nguyen, Huy, Nasir, Jamal, Kaunisto, Mari, Solomonson, Matthew, Dueker, Nicole, Vadgama, Nirmal, Limou, Sophie, Rahmouni, Souad, Mbarek, Hamdi, Darwish, Dima, Uddin, Md Mesbah, Albertos, Raquel, P��rez-Tur, Jordi, Li, Ruolin, Folkersen, Lasse, Moltke, Ida, Koelling, Nils, Teumer, Alexander, Kousathanas, Athanasios, Utrilla, Alicia, Verdugo, Ricardo A., Z��rate, Ruth, Medina-G��mez, Carolina, G��mez-Cabrero, David, Carnero-Montoro, Elena, Cadilla, Carmen L., Moreno-Estrada, Andr��s, Garmendia, Adriana, Moya, Leire, Sedaghati-Khayat, Bahar, Boua, Palwend�� Romuald, Fav��, Marie-Julie, Francioli, Laurent, Lema��on, Audrey, Migeotte, Isabelle, Patel, Sanjay, Varnai, Reka, Szentpeteri, Jozsef L., Sipeky, Csilla, Colombo, Francesca, Von Hohenstaufen, Kathrin, Lio, Pietro, Vallerga, Costanza, Wang, Qingbo, Tanigawa, Yosuke, Im, Hogune, Han, Chulho, Song, Han, Lim, Jiwoo, Lee, Younhe, Kim, Sugyeong, Im, Sangyoon, Atanasovska, Biljana, Ahmad, Hajar Fauzan, Boer, Cindy, Jansen, Philip, Franke, Lude, Kaja, El��bieta, Pasko, Dorota, Kennis-Szilagyi, Ingrid, Kornilov, Sergey A., Prijatelj, Vid, Proki��, Ivana, Sivanadhan, Ilangkumaran, Perumal, Sarala, Esmaeeli, Sahar, Pearson, Nathaniel M., Auton, Adam, Shelton, Janie F., Shastri, Anjali J., Filshtein-Sonmez, Teresa, Coker, Daniella, Symons, Antony, Esparza-Gordillo, Jorge, Aslibekyan, Stella, O��Connell, Jared, Ye, Chelsea, Weldon, Catherine H., Perera, Minoli, O��Leary, Kevin, Tuck, Matthew, O��Brien, Travis, Meltzer, David, O��Donnell, Peter, Nutescu, Edith, Yang, Guang, Alarcon, Cristina, Herrmann, Stefanie, Mazurek, Sophia, Banagan, Jeff, Hamidi, Zacharia, Barbour, April, Raffat, Noora, Moreno, Diana, Friedman, Paula, Ferwerda, Bart, Van De Beek, Diederik, Brouwer, Matthijs C., Vlaar, Alexander P. J., Wiersinga, W. Joost, Posthuma, Danielle, Tissink, Elleke, Koos Zwinderman, A. H., Uffelmann, Emil, Van Agtmael, Michiel, Algera, Anne Geke, Van Baarle, Frank, Bax, Diane, Beudel, Martijn, Jan Bogaard, Harm, Bomers, Marije, Bonta, Peter I., Bos, Lieuwe, Botta, Michela, De Brabander, Justin, De Bree, Godelieve, De Bruin, Sanne, Bugiani, Marianna, Bulle, Esther, Chouchane, Osoul, Cloherty, Alex, Dongelmans, Dave, Elbers, Paul, Fleuren, Lucas, Geerlings, Suzanne, Geerts, Bart, Geijtenbeek, Theo, Girbes, Armand, Goorhuis, Bram, Grobusch, Martin P., Hafkamp, Florianne, Hagens, Laura, Hamann, Jorg, Harris, Vanessa, Hemke, Robert, Hermans, Sabine M., Heunks, Leo, Hollmann, Markus, Horn, Janneke, Hovius, Joppe W., De Jong, Menno D., Koning, Rutger, Van Mourik, Niels, Nellen, Jeannine, Nossent, Esther J., Paulus, Frederique, Peters, Edgar, Van Der Poll, Tom, Preckel, Bennedikt, Prins, Jan M., Raasveld, Jorinde, Reijnders, Tom, Schinkel, Michiel, Schultz, Marcus J., Schuurman, Alex, Sigaloff, Kim, Smit, Marry, Stijnis, Cornelis S., Stilma, Willemke, Teunissen, Charlotte, Thoral, Patrick, Tsonas, Anissa, Van Der Valk, Marc, Veelo, Denise, De Vries, Heder, Van Vugt, Mich��le, Wouters, Dorien, Minnaar, Ren�� P., Kromhout, Adrie, Van Uffelen, Kees W. J., Wolterman, Ruud A., Roberts, Genevieve, Park, Danny, Ball, Catherine A., Coignet, Marie, McCurdy, Shannon, Knight, Spencer, Partha, Raghavendran, Rhead, Brooke, Zhang, Miao, Berkowitz, Nathan, Gaddis, Michael, Noto, Keith, Ruiz, Luong, Pavlovic, Milos, Hong, Eurie L., Rand, Kristin, Girshick, Ahna, Guturu, Harendra, Baltzell, Asher Haug, Guntz, Julien, Beguin, Yves, Pigazzini, Sara, Nkambule, Lindokuhle, Bouysran, Youssef, Busson, Adeline, Peyrassol, Xavier, Wilkin, Fran��oise, Pichon, Bruno, Smits, Guillaume, Vandernoot, Isabelle, Goffard, Jean-Christophe, Georges, Michel, Moutschen, Michel, Misset, Benoit, Darcis, Gilles, Guiot, Julien, Jadot, Laurent, Azarzar, Samira, Dellot, Patricia, Gofflot, St��phanie, Claassen, Sabine, Bertrand, Axelle, Parzibut, Gilles, Clarinval, Mathilde, Moermans, Catherine, Malaise, Olivier, El Kandoussi, Kamilia, Thonon, Rapha��l, Huynen, Pascale, Mesdagh, Alyssia, Melo, Sofia, Jacques, Nicolas, Di Valentin, Emmanuel, Giroule, Fran��ois, Collignon, Alice, Radermecker, Coraline, Lebrun, Marielle, Per��e, H��l��ne, Latour, Samuel, Barada, Olivia, Sanchez, Judit, Josse, Claire, Boujemla, Bouchra, Meunier, Margot, Mariavelle, Emeline, Anania, Sandy, Gazon, H��l��ne, Juszczak, Danusia, Fadeur, Marjorie, Camby, S��verine, Meuris, Christelle, Thys, Marie, Jacques, Jessica, Henket, Monique, L��onard, Philippe, Frippiat, Frederic, Giot, Jean-Baptiste, Sauvage, Anne-Sophie, Von Frenckell, Christian, Mni, Myriam, W��ry, Marie, Staderoli, Alicia, Belhaj, Yasmine, Lambermont, Bernard, Morrison, David R., Mooser, Vincent, Forgetta, Vincenzo, Li, Rui, Ghosh, Biswarup, Laurent, Laetitia, Belisle, Alexandre, Henry, Danielle, Abdullah, Tala, Adeleye, Olumide, Mamlouk, Noor, Kimchi, Nofar, Afrasiabi, Zaman, Rezk, Nardin, Vulesevic, Branka, Bouab, Meriem, Guzman, Charlotte, Petitjean, Louis, Tselios, Chris, Xue, Xiaoqing, Afilalo, Jonathan, Afilalo, Marc, Oliveira, Maureen, Brenner, Bluma, Brassard, Nathalie, Durand, Madeleine, Schurr, Erwin, Lepage, Pierre, Ragoussis, Jiannis, Auld, Daniel, Chass��, Micha��l, Kaufmann, Daniel E., Lathrop, G. Mark, Adra, Darin, Davis, Lea K., Cox, Nancy J., Below, Jennifer E., Sealock, Julia M., Faucon, Annika B., Shuey, Megan M., Polikowsky, Hannah G., Petty, Lauren E., Shaw, Douglas M., Chen, Hung-Hsin, Zhu, Wanying, Ludwig, Kerstin U., Schr��der, Julia, Maj, Carlo, Rolker, Selina, N��then, Markus M., Fazaal, Julia, Keitel, Verena, Jensen, Bj��rn-Erik Ole, Feldt, Torsten, Kurth, Ingo, Marx, Nikolaus, Dreher, Michael, Pink, Isabell, Cornberg, Markus, Illig, Thomas, Lehmann, Clara, Schommers, Philipp, Augustin, Max, Rybniker, Jan, Knopp, Lisa, Eggermann, Thomas, Volland, Sonja, Altm��ller, Janine, Berger, Marc M., Brenner, Thorsten, Hinney, Anke, Witzke, Oliver, Bals, Robert, Herr, Christian, Ludwig, Nicole, Walter, J��rn, Fuchsberger, Christian, Pattaro, Cristian, De Grandi, Alessandro, Pramstaller, Peter, Emmert, David, Melotti, Roberto, Foco, Luisa, Mascalzoni, Deborah, G��gele, Martin, Domingues, Francisco, Hicks, Andrew, Gignoux, Christopher R., Wicks, Stephen J., Crooks, Kristy, Barnes, Kathleen C., Daya, Michelle, Shortt, Jonathan, Rafaels, Nicholas, Chavan, Sameer, Goldstein, David B., Kiryluk, Krzysztof, Sengupta, Soumitra, Chung, Wendy, Reilly, Muredach P., Khan, Atlas, Wang, Chen, Povysil, Gundula, Bhardwaj, Nitin, Gharavi, Ali G., Ionita-Laza, Iuliana, Shang, Ning, O��Byrne, Sheila M., Nandakumar, Renu, Menon, Amritha, So, Yat S., Hod, Eldad, Pendrick, Danielle, Park, Soo-Kyung, Kim, Hyung-Lae, Kang, Chang Kyung, Lee, Hyo-Jung, Song, Kyoung-Ho, Jae Yoon, Kyung, Paik, Nam-Jong, Seok, Woojin, Yoon, Heejun, Joo, Eun-Jeong, Chang, Yoosoo, Ryu, Seungho, Park, Wan Beom, Su Park, Jeong, Un Park, Kyoung, Ham, Sin Young, Jung, Jongtak, Kim, Eu Suk, Kim, Hong Bin, Ellinghaus, David, Degenhardt, Frauke, C��ceres, Mario, Juzenas, Simonas, Lenz, Tobias L., Albillos, Agust��n, Juli��, Antonio, Heidecker, Bettina, Garcia, Federico, Kurth, Florian, Tran, Florian, Hanses, Frank, Zoller, Heinz, Holter, Jan C., Fern��ndez, Javier, Sander, Leif Erik, Rosenstiel, Philip, Koehler, Philipp, De Cid, Rafael, Asselta, Rosanna, Schreiber, Stefan, Hehr, Ute, Prati, Daniele, Baselli, Guido, Valenti, Luca, Bujanda, Luis, Banales, Jesus M., Duga, Stefano, D��Amato, Mauro, Romero-G��mez, Manuel, Buti, Maria, Invernizzi, Pietro, Franke, Andre, Hov, Johannes R., Karlsen, Tom H., Folseraas, Trine, Maya-Miles, Douglas, Teles, Ana, Azuure, Clinton, Wacker, Eike Matthias, Uellendahl-Werth, Florian, ElAbd, Hesham, Arora, Jatin, Lerga-Jaso, Jon, Wienbrandt, Lars, R��hlemann, Malte Christoph, Wendorff, Mareike, Vadla, May Sissel, Lenning, Ole Bernt, ��zer, Onur, Myhre, Ronny, Raychaudhuri, Soumya, Tanck, Anja, Gassner, Christoph, Hemmrich-Stanisak, Georg, K��ssens, Jan, Figuera Basso, Maria E., Schulzky, Martin, Wittig, Michael, Braun, Nicole, Wesse, Tanja, Albrecht, Wolfgang, Yi, Xiaoli, Ortiz, Aaron Blandino, Chercoles, Adolfo Garrido, Ruiz, Agust��n, Mantovani, Alberto, Holten, Aleksander Rygh, Mayer, Alena, Cherubini, Alessandro, Protti, Alessandro, Aghemo, Alessio, Gerussi, Alessio, Ramirez, Alfredo, Braun, Alice, Barreira, Ana, Lleo, Ana, Kildal, Anders Benjamin, Gl��ck, Andreas, Nolla, Anna Carreras, Latiano, Anna, Dyrhol-Riise, Anne Ma, Muscatello, Antonio, Voza, Antonio, Rando-Segura, Ariadna, Solier, Aurora, Karina, Banasik, Cortes, Beatriz, Mateos, Beatriz, Nafria-Jimenez, Beatriz, Schaefer, Benedikt, Bellinghausen, Carla, Ferrando, Carlos, Quereda, Carmen, Skurk, Carsten, Thibeault, Charlotte, Spinner, Christoph D., Lange, Christoph, Hu, Cinzia, Cappadona, Claudio, Bianco, Cristiana, Sancho, Cristina, Lihaug Hoff, Dag Arne, Galimberti, Daniela, Jim��nez, David, Pesta��a, David, Toapanta, David, Azzolini, Elena, Scarpini, Elio, Helbig, Elisa T., Urrechaga, Eloisa, Paraboschi, Elvezia Maria, Pontali, Emanuele, Reverter, Enric, Navas, Enrique, Arana, Eunate, S��nchez, F��lix Garc��a, Ceriotti, Ferruccio, Malvestiti, Francesco, Mesonero, Francisco, Pezzoli, Gianni, Lamorte, Giuseppe, Neb, Holger, My, Ilaria, Hern��ndez, Isabel, De Rojas, Itziar, Galv��n-Femenia, Iv��n, Heyckendorf, Jan, Badia, Joan Ramon, Schneider, Jochen, Goikoetxea, Josune, Kraft, Julia, M��ller, Karl Erik, Gaede, Karoline I., Garcia-Etxebarria, Koldo, Tonby, Kristian, Heggelund, Lars, Izquierdo-Sanchez, Laura, Sumoy, Lauro, Lippert, Lena J., Terranova, Leonardo, Garbarino, Lucia, T��llez, Luis, Roade, Luisa, Ostadreza, Mahnoosh, Intxausti, Maider, Kogevinas, Manolis, Guti��rrez-Stampa, Mar��a A., Vehreschild, Maria J. G. T., Marqui��, Marta, Castoldi, Massimo, Cecconi, Maurizio, Boada, Merc��, Seilmaier, Michael J., Mazzocco, Michela, Rodr��guez-Gand��a, Miguel, Ayo, Natale Imaz, Blay, Natalia, Mart��nez, Nilda, Cornely, Oliver A., Palmieri, Orazio, Tentorio, Paolo, Rodrigues, Pedro M., Espa��a, Pedro P., Hoffmann, Per, Bacher, Petra, Suwalski, Phillip, De Pablo, Ra��l, Nieto, Rosa, Badalamenti, Salvatore, Ciesek, Sandra, Bombace, Sara, Wilfling, Sibylle, Brunak, S��ren, Heilmann-Heimbach, Stefanie, Ripke, Stephan, Bahmer, Thomas, Landmesser, Ulf, Protzer, Ulrike, Rimoldi, Valeria, Skogen, Vegard, Andrade, Victor, Moreno, Victor, Poller, Wolfgang, Farre, Xavier, Wang, Xiaomin, Khodamoradi, Yascha, Karadeniz, Zehra, De Salazar, Adolfo, Palom, Adriana, Garcia-Fernandez, Alba-Estela, Blanco-Grau, Albert, Zanella, Alberto, Bandera, Alessandra, Nebel, Almut, Biondi, Andrea, Caballero-Garralda, Andrea, Gori, Andrea, Lind, Andreas, Fracanzani, Anna Ludovica, Peschuck, Anna, Pesenti, Antonio, De La Horra, Carmen, Milani, Chiara, Paccapelo, Cinzia, Angelini, Claudio, Cea, Cristina, Mu��iz-Diaz, Eduardo, Sandoval, Elena, Calder��n, Enrique J., Sollig��rd, Erik, Aziz, F��tima, Martinelli-Boneschi, Filippo, Peyvandi, Flora, Blasi, Francesco, Medrano, Francisco J., Rodriguez-Frias, Francisco, M��ller, Fredrik, Grasselli, Giacomo, Costantino, Giorgio, Cardamone, Giulia, Foti, Giuseppe, Matullo, Giuseppe, Kurihara, Hayato, Afset, Jan Egil, Dam��s, Jan Kristian, Ampuero, Javier, Mart��n, Javier, Erdmann, Jeanette, Bergan, Jonas, Goerg, Siegfried, Ferrusqu��a-Acosta, Jose, Quero, Jose Hern��ndez, Delgado, Juan, Guerrero, Juan M., Risnes, Kari, Bettini, Laura Rachele, Moreira, Leticia, Gustad, Lise Tuset, Santoro, Luigi, Scudeller, Luigia, Riveiro-Barciela, Mar, Schaefer, Marco, Carrabba, Maria, Valsecchi, Maria G., Hernandez-Tejero, Mar��a, Acosta-Herrera, Marialbert, D��Angi��, Mariella, Baldini, Marina, Cazzaniga, Marina, Ciccarelli, Michele, Bocciolone, Monica, Miozzo, Monica, Chueca, Natalia, Montano, Nicola, Faverio, Paola, Preatoni, Paoletta, Bonfanti, Paolo, Omodei, Paolo, Castro, Pedro, Ferrer, Ricard, Gualtierotti, Roberta, Gallego-Dur��n, Roc��o, Morilla, Rub��n, Haider, Sammra, Marsal, Sara, Aneli, Serena, Pelusi, Serena, Bosari, Silvano, Aliberti, Stefano, Dudman, Susanne, Zheng, Tenghao, Pumarola, Tomas, Cejudo, Trinidad Gonzalez, Monzani, Valter, Friaza, Vicente, Peter, Wolfgang, Dopazo, Ximo, May, Sandra, Grimsrud, Marit M., Gudbjartsson, Daniel F., Stefansson, Kari, Sulem, Patrick, Sveinbjornsson, Gardar, Melsted, Pall, Norddahl, Gudmundur, Swerford Moore, Kristjan Helgi, Thorsteinsdottir, Unnur, Holm, Hilma, Alarc��n-Riquelme, Marta E., Bernardo, David, Mart��nez-Bueno, Manuel, Rello, Silvia Rojo, Magi, Reedik, Milani, Lili, Metspalu, Andres, Laisk, Triin, L��ll, Kristi, Lepamets, Maarja, Esko, T��nu, Reimann, Ene, Naaber, Paul, Laane, Edward, Pesukova, Jaana, Peterson, P��rt, Kisand, Kai, Tabri, Jekaterina, Allos, Raili, Hensen, Kati, Starkopf, Joel, Ringmets, Inge, Tamm, Anu, Kallaste, Anne, Alavere, Helene, Metsalu, Kristjan, Puusepp, Mairo, Kristiansson, Kati, Koskelainen, Sami, Perola, Markus, Donner, Kati, Kivinen, Katja, Palotie, Aarno, Rivolta, Carlo, Bochud, Pierre-Yves, Bibert, St��phanie, Boillat, No��mie, Nussle, Semira Gonseth, Albrich, Werner, Quinodoz, Mathieu, Kamdar, Dhryata, Suh, No��mie, Neofytos, Dionysios, Erard, V��ronique, Voide, Cathy, Bochud, P. Y., Rivolta, C., Bibert, S., Quinodoz, M., Kamdar, D., Neofytos, D., Erard, V., Voide, C., Friolet, R., Vollenweider, P., Pagani, J. L., Oddo, M., Zu Bentrup, F. Meyer, Conen, A., Clerc, O., Marchetti, O., Guillet, A., Guyat-Jacques, C., Foucras, S., Rime, M., Chassot, J., Jaquet, M., Viollet, R. Merlet, Lannepoudenx, Y., Portopena, L., Desgranges, F., Filippidis, P., Gu��ry, B., Haefliger, D., Kampouri, E. E., Manuel, O., Munting, A., Papadimitriou-Olivgeris, M., Regina, J., Rochat-Stettler, L., Suttels, V., Tadini, E., Tschopp, J., Van Singer, M., Viala, B., Boillat-Blanco, N., Brahier, T., H��gli, O., Meuwly, J. Y., Pantet, O., Nussle, S. Gonseth, Bochud, M., D��Acremont, V., Younes, S. Estoppey, Albrich, W. C., Suh, N., Cerny, A., O��Mahony, L., Von Mering, C., Frischknecht, M., Kleger, G.-R., Filipovic, M., Kahlert, C. R., Wozniak, H., Negro, T. Rochat, Pugin, J., Bouras, K., Knapp, C., Egger, T., Perret, A., Montillier, P., Di Bartolomeo, C., Barda, B., Carreras, Anna, Galv��n-Femen��a, Iv��n, Farr��, Xavier, Cort��s, Beatriz, Mercader, Josep Maria, Guindo-Martinez, Marta, Torrents, David, Garcia-Aymerich, Judith, Casta��o-Vinyals, Gemma, Doba��o, Carlota, Gori, Marco, Mondelli, Mario Umberto, Castelli, Francesco, Vaghi, Massimo, Rusconi, Stefano, Montagnani, Francesca, Bargagli, Elena, Franchi, Federico, Mazzei, Maria Antonietta, Cantarini, Luca, Tacconi, Danilo, Feri, Marco, Scala, Raffaele, Spargi, Genni, Nencioni, Cesira, Bandini, Maria, Caldarelli, Gian Piero, Spagnesi, Maurizio, Canaccini, Anna, Ognibene, Agostino, D��Arminio Monforte, Antonella, Girardis, Massimo, Antinori, Andrea, Francisci, Daniela, Schiaroli, Elisabetta, Scotton, Pier Giorgio, Panese, Sandro, Scaggiante, Renzo, Monica, Matteo Della, Capasso, Mario, Fiorentino, Giuseppe, Castori, Marco, Aucella, Filippo, Di Biagio, Antonio, Masucci, Luca, Valente, Serafina, Mandal��, Marco, Zucchi, Patrizia, Giannattasio, Ferdinando, Coviello, Domenico A., Mussini, Cristina, Bosio, Giancarlo, Tavecchia, Luisa, Crotti, Lia, Rizzi, Marco, La Rovere, Maria Teresa, Sarzi-Braga, Simona, Bussotti, Maurizio, Ravaglia, Sabrina, Artuso, Rosangela, Perrella, Antonio, Romani, Davide, Bergomi, Paola, Catena, Emanuele, Vincenti, Antonella, Ferri, Claudio, Grassi, Davide, Pessina, Gloria, Tumbarello, Mario, Di Pietro, Massimo, Sabrina, Ravaglia, Luchi, Sauro, Barbieri, Chiara, Acquilini, Donatella, Andreucci, Elena, Paciosi, Francesco, Segala, Francesco Vladimiro, Tiseo, Giusy, Falcone, Marco, Lista, Mirjam, Poscente, Monica, De Vivo, Oreste, Petrocelli, Paola, Guarnaccia, Alessandra, Baroni, Silvia, Perticaroli, Valentina, Furini, Simone, Dei, Simona, Benetti, Elisa, Picchiotti, Nicola, Sanarico, Maurizio, Ceri, Stefano, Pinoli, Pietro, Raimondi, Francesco, Biscarini, Filippo, Stella, Alessandra, Bergomi, Mattia, Zguro, Kristina, Capitani, Katia, Tanfoni, Marco, Fallerini, Chiara, Daga, Sergio, Baldassarri, Margherita, Fava, Francesca, Frullanti, Elisa, Valentino, Floriana, Doddato, Gabriella, Giliberti, Annarita, Tita, Rossella, Amitrano, Sara, Bruttini, Mirella, Croci, Susanna, Meloni, Ilaria, Mencarelli, Maria Antonietta, Lo Rizzo, Caterina, Pinto, Anna Maria, Beligni, Giada, Tommasi, Andrea, Di Sarno, Laura, Palmieri, Maria, Carriero, Miriam Lucia, Alaverdian, Diana, Iuso, Nicola, Inchingolo, Gabriele, Busani, Stefano, Bruno, Raffaele, Vecchia, Marco, Belli, Mary Ann, Mantovani, Stefania, Ludovisi, Serena, Quiros-Roldan, Eugenia, Antoni, Melania Degli, Zanella, Isabella, Siano, Matteo, Emiliozzi, Arianna, Fabbiani, Massimiliano, Rossetti, Barbara, Zanelli, Giacomo, Bergantini, Laura, D��Alessandro, Miriana, Cameli, Paolo, Bennet, David, Anedda, Federico, Marcantonio, Simona, Scolletta, Sabino, Guerrini, Susanna, Conticini, Edoardo, Frediani, Bruno, Spertilli, Chiara, Donati, Alice, Guidelli, Luca, Corridi, Marta, Croci, Leonardo, Piacentini, Paolo, Desanctis, Elena, Cappelli, Silvia, Verzuri, Agnese, Anemoli, Valentina, Pancrazi, Alessandro, Lorubbio, Maria, Merlini, Esther, Miraglia, Federica Gaia, Venturelli, Sophie, Cossarizza, Andrea, Vergori, Alessandra, Gabrieli, Arianna, Riva, Agostino, Andretta, Francesca, Gatti, Francesca, Parisi, Saverio Giuseppe, Baratti, Stefano, Piscopo, Carmelo, Russo, Roberta, Andolfo, Immacolata, Iolascon, Achille, Carella, Massimo, Merla, Giuseppe, Squeo, Gabriella Maria, Raggi, Pamela, Marciano, Carmen, Perna, Rita, Bassetti, Matteo, Sanguinetti, Maurizio, Giorli, Alessia, Salerni, Lorenzo, Parravicini, Pierpaolo, Menatti, Elisabetta, Trotta, Tullio, Coiro, Gabriella, Lena, Fabio, Martinelli, Enrico, Mancarella, Sandro, Gabbi, Chiara, Maggiolo, Franco, Ripamonti, Diego, Bachetti, Tiziana, Suardi, Claudia, Parati, Gianfranco, Bott��, Giordano, Di Domenico, Paolo, Rancan, Ilaria, Bianchi, Francesco, Colombo, Riccardo, Van Heel, David A., Hunt, Karen A., Trembath, Richard C., Huang, Qin Qin, Martin, Hilary C., Mason, Dan, Trivedi, Bhavi, Wright, John, Finer, Sarah, Griffiths, Christopher J., Akhtar, Shaheen, Anwar, Mohammad, Arciero, Elena, Ashraf, Samina, Breen, Gerome, Chung, Raymond, Curtis, Charles J., Chowdhury, Maharun, Colligan, Grainne, Deloukas, Panos, Durham, Ceri, Griffiths, Chris, Hurles, Matt, Hussain, Shapna, Islam, Kamrul, Khan, Ahsan, Khan, Amara, Lavery, Cath, Lee, Sang Hyuck, Lerner, Robin, MacArthur, Daniel, MacLaughlin, Bev, Martin, Hilary, Miah, Shefa, Newman, Bill, Safa, Nishat, Tahmasebi, Farah, Smith, Albert V., Boughton, Andrew P., Li, Kevin W., LeFaive, Jonathon, Annis, Aubrey, Jannes, Cinthia E., Krieger, Jose E., Pereira, Alexandre C., Velho, Mariliza, Marques, Emanuelle, Lima, Isabella Ramos, Tada, Mauricio Teruo, Valino, Karina, McCarthy, Mark, Rosenberger, Carrie, Lee, Jong Eun, Chang, Diana, Hammer, Christian, Hunkapiller, Julie, Mahajan, Anubha, Pendergrass, Sarah, Sucheston-Campbell, Lara, Yaspan, Brian, Lee, Hyun Soo, Shin, Eunsoon, Jang, Hye Yoon, Kim, Sunmie, Kym, Sungmin, Kim, Yeon-Sook, Jeong, Hyeongseok, Kwon, Ki Tae, Kim, Shin-Woo, Kim, Jin Yong, Jang, Young Rock, Kim, Hyun Ah, Lee, Ji Yeon, Lee, Jeong Eun, Lee, Shinwon, Choe, Kang-Won, Kang, Yu Min, Jee, Sun Ha, Jung, Keum Ji, Parikh, Victoria, Ashley, Euan, Wheeler, Matthew, Rivas, Manuel, Bustamante, Carlos, Pinksy, Benjamin, Febbo, Phillip, Farh, Kyle, Schroth, Gary P., DeSouza, Francis, Dalton, Karen, Christle, Jeff, Deboever, Christopher, Szalma, S��ndor, Rubinacci, Simone, Delaneau, Olivier, Gorzynski, John, De Jong, Hannah, Sutton, Shirley, Youlton, Nathan, Joshi, Ruchi, Jimenez-Morales, David, Hughes, Christopher, Amar, David, Ioannidis, Alex, Hershman, Steve, Kirillova, Anna, Seo, Kinya, Huang, Yong, Shoura, Massa, Hammond, Nathan, Watson, Nathaniel, Raja, Archana, Huang, ChunHong, Sahoo, Malaya, Wang, Hannah, Zhen, Jimmy, Rakitko, Alexander, Ilinsky, Valery, Yermakovich, Danat, Popov, Iaroslav, Chernitsov, Alexander, Kovalenko, Elena, Krasnenko, Anna, Plotnikov, Nikolay, Stetsenko, Ivan, Kim, Anna, Cirulli, Elizabeth T., Schiabor Barrett, Kelly M., Bolze, Alexandre, White, Simon, Washington, Nicole L., Lu, James T., Riffle, Stephen, Tanudjaja, Francisco, Wang, Xueqing, Ramirez, Jimmy M., Leonetti, Nicole, Sandoval, Efren, Neveux, Iva, Dabe, Shaun, Grzymski, Joseph J., Esteban Mi��ano, Juan Ignacio, Aguirre, Luis A., L��pez-Collazo, Eduardo, De La Mata Pazos, Manuel, Cerrato, Luciano, Lozano-Rodr��guez, Roberto, Avenda��o-Ortiz, Jos��, Arcos, Ver��nica Terr��n, Montalb��n-Hern��ndez, Karla Marina, Quiroga, Jaime Valent��n, Pascual-Iglesias, Alejandro, Maroun-Eid, Charbel, Mart��n-Quir��s, Alejandro, Namkoong, Ho, Imoto, Seiya, Katayama, Kazuhiko, Fukunaga, Koichi, Kitagawa, Yuko, Sato, Toshiro, Hasegawa, Naoki, Kumanogoh, Atsushi, Kimura, Akinori, Ai, Masumi, Tokunaga, Katsushi, Kanai, Takanori, Miyano, Satoru, Ogawa, Seishi, Edahiro, Ryuya, Sonehara, Kyuto, Shirai, Yuya, Ishii, Makoto, Kabata, Hiroki, Masaki, Katsunori, Kamata, Hirofumi, Ikemura, Shinnosuke, Chubachi, Shotaro, Okamori, Satoshi, Terai, Hideki, Tanaka, Hiromu, Morita, Atsuho, Lee, Ho, Asakura, Takanori, Sasaki, Junichi, Morisaki, Hiroshi, Uwamino, Yoshifumi, Nanki, Kosaku, Mikami, Yohei, Tomono, Kazunori, Kato, Kazuto, Matsuda, Fumihiko, Takahashi, Meiko, Hizawa, Nobuyuki, Takeda, Yoshito, Hirata, Haruhiko, Shiroyama, Takayuki, Miyawaki, Satoru, Suzuki, Ken, Maeda, Yuichi, Nii, Takuro, Noda, Yoshimi, Niitsu, Takayuki, Adachi, Yuichi, Enomoto, Takatoshi, Amiya, Saori, Hara, Reina, Takahashi, Kunihiko, Anzai, Tatsuhiko, Hasegawa, Takanori, Ito, Satoshi, Koike, Ryuji, Endo, Akifumi, Uchimura, Yuji, Miyazaki, Yasunari, Honda, Takayuki, Tateishi, Tomoya, Tohda, Shuji, Ichimura, Naoya, Sonobe, Kazunari, Sassa, Chihiro, Nakajima, Jun, Nannya, Yasuhito, Omae, Yosuke, Takahashi, Kazuhisa, Harada, Norihiro, Hiki, Makoto, Takagi, Haruhi, Nakamura, Ai, Tagaya, Etsuko, Kawana, Masatoshi, Arimura, Ken, Ishiguro, Takashi, Takayanagi, Noboru, Isono, Taisuke, Takaku, Yotaro, Takano, Kenji, Anan, Ryusuke, Nakajima, Yukiko, Nakano, Yasushi, Nishio, Kazumi, Ueda, Soichiro, Hayashi, Reina, Tateno, Hiroki, Hase, Isano, Yoshida, Shuichi, Suzuki, Shoji, Mitamura, Keiko, Saito, Fumitake, Ueda, Tetsuya, Azuma, Masanori, Nagasaki, Tadao, Yasui, Yoshinori, Hasegawa, Yoshinori, Mutoh, Yoshikazu, Yoshiyama, Takashi, Shoko, Tomohisa, Kojima, Mitsuaki, Adachi, Tomohiro, Ishikawa, Motonao, Takahashi, Kenichiro, Watanabe, Kazuyoshi, Manabe, Tadashi, Ito, Fumimaro, Fukui, Takahiro, Funatsu, Yohei, Koh, Hidefumi, Hirai, Yoshihiro, Kawashima, Hidetoshi, Narita, Atsuya, Niwa, Kazuki, Sekikawa, Yoshiyuki, Saito, Fukuki, Yoshiya, Kazuhisa, Yoshihara, Tomoyuki, Suzuki, Yusuke, Nakayama, Sohei, Masuzawa, Keita, Nishi, Koichi, Nishitsuji, Masaru, Tani, Maiko, Inoue, Takashi, Hirano, Toshiyuki, Kobayashi, Keigo, Miyazawa, Naoki, Kimura, Yasuhiro, Sado, Reiko, Ogura, Takashi, Kitamura, Hideya, Murohashi, Kota, Nakachi, Ichiro, Baba, Rie, Arai, Daisuke, Fuke, Satoshi, Saito, Hiroshi, Kuwahara, Naota, Fujiwara, Akiko, Okada, Takenori, Baba, Tomoya, Noda, Junya, Mashimo, Shuko, Yagi, Kazuma, Shiomi, Tetsuya, Hashiguchi, Mizuha, Odani, Toshio, Mochimaru, Takao, Oyamada, Yoshitaka, Mori, Nobuaki, Izumi, Namiki, Nagata, Kaoru, Taki, Reiko, Murakami, Koji, Yamada, Mitsuhiro, Sugiura, Hisatoshi, Hayashi, Kentaro, Shimizu, Tetsuo, Gon, Yasuhiro, Fujitani, Shigeki, Tsuchida, Tomoya, Yoshida, Toru, Kagaya, Takashi, Kita, Toshiyuki, Sakagami, Satoru, Kimizuka, Yoshifumi, Kawana, Akihiko, Nakamura, Yoshihiko, Ishikura, Hiroyasu, Takata, Tohru, Kikuchi, Takahide, Taniyama, Daisuke, Nakamura, Morio, Kodama, Nobuhiro, Kaneyama, Yasunari, Maeda, Shunsuke, Nagasaki, Yoji, Okamoto, Masaki, Ishihara, Sayoko, Ito, Akihiro, Chihara, Yusuke, Takeuchi, Mayumi, Onoi, Keisuke, Hashimoto, Naozumi, Wakahara, Keiko, Ando, Akira, Masuda, Makoto, Wakabayashi, Aya, Watanabe, Hiroki, Sageshima, Hisako, Nakada, Taka-Aki, Abe, Ryuzo, Shimada, Tadanaga, Kawamura, Kodai, Ichikado, Kazuya, Nishiyama, Kenta, Yamasaki, Masaki, Hashimoto, Satoru, Kusaka, Yu, Ohba, Takehiko, Isogai, Susumu, Takada, Minoru, Kanda, Hidenori, Komase, Yuko, Sano, Fumiaki, Asano, Koichiro, Oguma, Tsuyoshi, Harada, Masahiro, Takahashi, Takeshi, Shibusawa, Takayuki, Abe, Shinji, Kono, Yuta, Togashi, Yuki, Izumo, Takehiro, Inomata, Minoru, Awano, Nobuyasu, Ogawa, Shinichi, Ogata, Tomouki, Ishihara, Shoichiro, Kanehiro, Arihiko, Ozaki, Shinji, Fuchimoto, Yasuko, Kitagawa, Yuichiro, Yoshida, Shozo, Ogura, Shinji, Nishiyama, Kei, Yoshida, Kousuke, Beppu, Satoru, Fukuyama, Satoru, Eriguchi, Yoshihiro, Yonekawa, Akiko, Inoue, Yoshiaki, Yamagata, Kunihiro, Chiba, Shigeru, Narumoto, Osamu, Nagai, Hideaki, Ooshima, Nobuharu, Motegi, Mitsuru, Sagara, Hironori, Tanaka, Akihiko, Ohta, Shin, Shibata, Yoko, Tanino, Yoshinori, Sato, Yuki, Yamada, Yuichiro, Hashino, Takuya, Shinoki, Masato, Iwagoe, Hajime, Imamura, Tomonori, Umeda, Akira, Shimada, Hisato, Endo, Mayu, Hayashi, Shinichi, Takahashi, Mai, Nakano, Shigefumi, Yatomi, Masakiyo, Maeno, Toshitaka, Ishii, Tomoo, Utsugi, Mitsuyoshi, Ono, Akihiro, Kanaoka, Kensuke, Ihara, Shoichi, Komuta, Kiyoshi, Boezen, Marike, Claringbould, Annique, Lopera, Esteban, Warmerdam, Robert, Vonk, Judith. M., Van Blokland, Irene, Lanting, Pauline, Ori, Anil P. S., Obeidat, Ma��en, Hern��ndez Cordero, Ana I., Sin, Don D., Boss��, Yohan, Joubert, Philippe, Hao, Ke, Nickle, David, Timens, Wim, Van Den Berge, Maarten, Feng, Yen-Chen Anne, Mercader, Josep, Weiss, Scott T., Karlson, Elizabeth W., Smoller, Jordan W., Murphy, Shawn N., Meigs, James B., Woolley, Ann E., Green, Robert C., Perez, Emma F., Z��llner, Sebastian, Wang, Jiongming, Beck, Andrew, Sloofman, Laura G., Ascolillo, Steven, Sebra, Robert P., Collins, Brett L., Levy, Tess, Sealfon, Stuart C., Jordan, Daniel M., Thompson, Ryan C., Gettler, Kyle, Chaudhary, Kumardeep, Belbin, Gillian M., Preuss, Michael, Hoggart, Clive, Choi, Sam, Underwood, Slayton J., Salib, Irene, Britvan, Bari, Keller, Katherine, Tang, Lara, Peruggia, Michael, Hiester, Liam L., Niblo, Kristi, Aksentijevich, Alexandra, Labkowsky, Alexander, Karp, Avromie, Zlatopolsky, Menachem, Zyndorf, Marissa, Charney, Alexander W., Beckmann, Noam D., Schadt, Eric E., Abul-Husn, Noura S., Cho, Judy H., Itan, Yuval, Kenny, Eimear E., Loos, Ruth J. F., Nadkarni, Girish N., Do, Ron, O��Reilly, Paul, Huckins, Laura M., Ferreira, Manuel A. R., Abecasis, Goncalo R., Leader, Joseph B., Cantor, Michael N., Justice, Anne E., Carey, Dave J., Chittoor, Geetha, Josyula, Navya Shilpa, Kosmicki, Jack A., Horowitz, Julie E., Baras, Aris, Gass, Matthew C., Yadav, Ashish, Mirshahi, Tooraj, Jan Hottenga, Jouke, Bartels, Meike, De Geus, Eco J. C., Nivard, Michel G., Verma, Anurag, Ritchie, Marylyn D., Rader, Daniel, Li, Binglan, Verma, Shefali S., Lucas, Anastasia, Bradford, Yuki, Zara, Federico, Salpietro, Vincenzo, Scala, Marcello, Iacomino, Michele, Scudieri, Paolo, Bocciardi, Renata, Minetti, Carlo, Riva, Antonella, Vari, Maria Stella, Rahier, Jean-Fran��ois, Giorgio, Elisa, Carli, Diana, Louis, Edouad, Bulik, Cynthia M., Land��n, Mikael, Brusco, Alfredo, Ferrero, Giovanni Battista, Madia, Francesca, Fund��n, Bengt, Ismail, Said I., Saad, Chadi, Al-Sarraj, Yaser, Badji, Radja Messai, Al-Muftah, Wadha, Al Thani, Asma, Afifi, Nahla, Klovins, Janis, Rovite, Vita, Rescenko, Raimonds, Peculis, Raitis, Ustinova, Monta, Zeberg, Hugo, Frithiof, Robert, Hultstr��m, Michael, Lipcsey, Miklos, Johnson, Ruth, Geschwind, Daniel H., Freimer, Nelson, Butte, Manish J., Ding, Yi, Chiu, Alec, Chang, Timothy S., Boutros, Paul, Moutsianas, Loukas, Caulfield, Mark J., Scott, Richard H., Walker, Susan, Stuckey, Alex, Odhams, Christopher A., Rhodes, Daniel, Fowler, Tom, Rendon, Augusto, Chan, Georgia, Arumugam, Prabhu, Karczewski, Konrad J., Wilson, Daniel J., Spencer, Chris A., Crook, Derrick W., Wyllie, David H., O��Connell, Anne Marie, Atkinson, Elizabeth G., Tsuo, Kristin, Baya, Nikolas, Turley, Patrick, Gupta, Rahul, Walters, Raymond K., Palmer, Duncan S., Sarma, Gopal, Cheng, Nathan, Lu, Wenhan, Churchhouse, Claire, Goldstein, Jacqueline I., King, Daniel, Seed, Cotton, Daly, Mark J., Neale, Benjamin M., Bryant, Sam, Satterstrom, F. Kyle, Band, Gavin, Earle, Sarah G., Lin, Shang-Kuan, Arning, Nicolas, Armstrong, Jacob, Rudkin, Justine K., Callier, Shawneequa, Cusick, Caroline, Soranzo, Nicole, Zhao, Jing Hua, Danesh, John, Di Angelantonio, Emanuele, Butterworth, Adam S., Sun, Yan V., Huffman, Jennifer E., Cho, Kelly, O��Donnell, Christopher J., Tsao, Phil, Gaziano, J. Michael, Peloso, Gina, Ho, Yuk-Lam, Mian, Michael, Scaggiante, Federica, Chang, Xiao, Glessner, Joseph R., Hakonarson, Hakon, McGuigan, Peter J., Prockter Moore, Luke Stephen, Vizcaychipi, Marcela Paola, Hall, Kathryn, Campbell, Andy, Nichol, Ailstair, Ward, Geraldine, Page, Valerie Joan, Semple, Malcolm G., Adeniji, Kayode, Agranoff, Daniel, Agwuh, Ken, Ail, Dhiraj, Aldera, Erin L., Alegria, Ana, Angus, Brian, Ashish, Abdul, Atkinson, Dougal, Bari, Shahedal, Barlow, Gavin, Barnass, Stella, Barrett, Nicholas, Bassford, Christopher, Basude, Sneha, Baxter, David, Beadsworth, Michael, Bernatoniene, Jolanta, Berridge, John, Best, Nicola, Bothma, Pieter, Chadwick, David, Brittain-Long, Robin, Bulteel, Naomi, Burden, Tom, Burtenshaw, Andrew, Caruth, Vikki, Chambler, Duncan, Chee, Nigel, Child, Jenny, Chukkambotla, Srikanth, Clark, Tom, Collini, Paul, Cosgrove, Catherine, Cupitt, Jason, Cutino-Moguel, Maria-Teresa, Dark, Paul, Dawson, Chris, Dervisevic, Samir, Donnison, Phil, Douthwaite, Sam, Drummond, Andrew, DuRand, Ingrid, Dushianthan, Ahilanadan, Dyer, Tristan, Evans, Cariad, Eziefula, Chi, Fegan, Christopher, Finn, Adam, Fullerton, Duncan, Garg, Sanjeev, Garg, Atul, Gkrania-Klotsas, Effrossyni, Godden, Jo, Goldsmith, Arthur, Graham, Clive, Hardy, Elaine, Hartshorn, Stuart, Harvey, Daniel, Havalda, Peter, Hawcutt, Daniel B., Hobrok, Maria, Hodgson, Luke, Hormis, Anil, Jacobs, Michael, Jain, Susan, Jennings, Paul, Kaliappan, Agilan, Kasipandian, Vidya, Kegg, Stephen, Kelsey, Michael, Kendall, Jason, Kerrison, Caroline, Kerslake, Ian, Koch, Oliver, Koduri, Gouri, Koshy, George, Laha, Shondipon, Laird, Steven, Larkin, Susan, Leiner, Tamas, Lillie, Patrick, Limb, James, Linnett, Vanessa, Little, Jeff, Lyttle, Mark, MacMahon, Michael, MacNaughton, Emily, Mankregod, Ravish, Masson, Huw, Matovu, Elijah, McCullough, Katherine, McEwen, Ruth, Meda, Manjula, Mills, Gary H., Minton, Jane, Ward, Karl, Mirfenderesky, Mariyam, Mohandas, Kavya, Mok, Quen, Moon, James, Moore, Elinoor, Morgan, Patrick, Morris, Craig, Mortimore, Katherine, Moses, Samuel, Mpenge, Mbiye, Mulla, Rohinton, Murphy, Michael, Nagel, Megan, Nagarajan, Thapas, Nelson, Mark, O��Shea, Matthew K., Otahal, Igor, Ostermann, Marlies, Pais, Mark, Panchatsharam, Selva, Papakonstantinou, Danai, Paraiso, Hassan, Patel, Brij, Pattison, Natalie, Pepperell, Justin, Peters, Mark, Phull, Mandeep, Pintus, Stefania, Pooni, Jagtur Singh, Post, Frank, Price, David, Prout, Rachel, Rae, Nikolas, Reschreiter, Henrik, Reynolds, Tim, Richardson, Neil, Roberts, Mark, Roberts, Devender, Rose, Alistair, Rousseau, Guy, Ryan, Brendan, Saluja, Taranprit, Shah, Aarti, Shanmuga, Prad, Sharma, Anil, Shawcross, Anna, Sizer, Jeremy, Shankar-Hari, Manu, Smith, Richard, Snelson, Catherine, Spittle, Nick, Staines, Nikki, Stambach, Tom, Stewart, Richard, Subudhi, Pradeep, Szakmany, Tamas, Tatham, Kate, Thomas, Jo, Thompson, Chris, Thompson, Robert, Tridente, Ascanio, Tupper-Carey, Darell, Twagira, Mary, Ustianowski, Andrew, Vallotton, Nick, Vincent-Smith, Lisa, Visuvanathan, Shico, Vuylsteke, Alan, Waddy, Sam, Wake, Rachel, Walden, Andrew, Welters, Ingeborg, Whitehouse, Tony, Whittaker, Paul, Whittington, Ashley, Papineni, Padmasayee, Wijesinghe, Meme, Williams, Martin, Wilson, Lawrence, Cole, Sarah, Winchester, Stephen, Wiselka, Martin, Wolverson, Adam, Wooton, Daniel G., Workman, Andrew, Yates, Bryan, Young, Peter, Beale, Rupert, Bretherick, Andrew D., Clohisey, Sara, Fourman, Max Head, Furniss, James, Gountouna, Elvina, Grimes, Graeme, Haley, Chris, Harrison, David, Hayward, Caroline, Keating, Sean, Klaric, Lucija, Klenerman, Paul, Law, Andy, Meynert, Alison M., Millar, Jonathan, Pairo-Castineira, Erola, Parkinson, Nicholas, Ponting, Chris P., Porteous, David J., Rawlik, Konrad, Richmond, Anne, Rowan, Kathy, Russell, Clark D., Shen, Xia, Shih, Barbara, Tenesa, Albert, Vitart, Veronique, Wang, Bo, Wilson, James F., Wu, Yang, Yang, Jian, Yang, Zhijian, Zechner, Marie, Zhai, Ranran, Zheng, Chenqing, Norman, Lisa, Pius, Riinu, Drake, Thomas M., Fairfield, Cameron J., Knight, Stephen R., Mclean, Kenneth A., Murphy, Derek, Shaw, Catherine A., Dalton, Jo, Girvan, Michelle, Saviciute, Egle, Roberts, Stephanie, Harrison, Janet, Marsh, Laura, Connor, Marie, Halpin, Sophie, Jackson, Clare, Gamble, Carrol, Leeming, Gary, Law, Andrew, Wham, Murray, Hendry, Ross, Scott-Brown, James, Begg, Colin, Hinds, Charles, Wai Ho, Antonia Ying, Horby, Peter W., Knight, Julian, Ling, Lowell, Maslove, David, McAuley, Danny, Montgomery, Hugh, Nichol, Alistair, Openshaw, Peter J. M., Summers, Charlotte, Walsh, Timothy, Armstrong, Lisa, Bates, Hayley, Dooks, Emma, Farquhar, Fiona, Hairsine, Brigid, McParland, C., Packham, Sophie, Alldis, Zoe, Astin-Chamberlain, Raine, Bibi, Fatima, Biddle, Jack, Blow, Sarah, Bolton, Matthew, Borra, Catherine, Bowles, Ruth, Burton, Maudrian, Choudhury, Yasmin, Collier, David, Cox, Amber, Easthope, Amy, Ebano, Patrizia, Fotiadis, Stavros, Gurasashvili, Jana, Halls, Rosslyn, Hartridge, Pippa, Kallon, Delordson, Kassam, Jamila, Lancoma-Malcolm, Ivone, Matharu, Maninderpal, May, Peter, Mitchelmore, Oliver, Newman, Tabitha, Patel, Mital, Pheby, Jane, Pinzuti, Irene, Prime, Zoe, Prysyazhna, Oleksandra, Shiel, Julian, Taylor, Melanie, Tierney, Carey, Wood, Suzanne, Zak, Anne, Zongo, Olivier, Forsey, Miranda, Nicholson, Anne, Riches, Joanne, Vertue, Mark, Wasson, Christopher, Finn, Stephanie, Green, Jackie, Collins, Erin, King, Bernadette, Grauslyte, Lina, Hussain, Musarat, Pogreban, Tatiana, Rosaroso, Lace, Salciute, Erika, Franke, George, Wong, Joanna, George, Aparna, Akeroyd, Louise, Bano, Shereen, Bromley, Matt, Gurr, Lucy, Lawton, Tom, Morgan, James, Sellick, Kirsten, Warren, Deborah, Wilkinson, Brian, McGowan, Janet, Ledgard, Camilla, Stacey, Amelia, Pye, Kate, Bellwood, Ruth, Bentley, Michael, Loosley, Ronda, McGuinness, Heather, Tench, Helen, Wolf-Roberts, Rebecca, Gibson, Sian, Lyle, Amanda, McNeela, Fiona, Radhakrishnan, Jayachandran, Hughes, Alistair, Ali, Asifa, Brady, Megan, Dale, Sam, Dance, Annalisa, Gledhill, Lisa, Greig, Jill, Hanson, Kathryn, Holdroyd, Kelly, Home, Marie, Kelly, Diane, Kitson, Ross, Matapure, Lear, Melia, Deborah, Mellor, Samantha, Nortcliffe, Tonicha, Pinnell, Jez, Robinson, Matthew, Shaw, Lisa, Shaw, Ryan, Thomis, Lesley, Wilson, Alison, Wood, Tracy, Bayo, Lee-Ann, Merwaha, Ekta, Ishaq, Tahira, Hanley, Sarah, Antcliffe, David, Banach, Dorota, Brett, Stephen, Coghlan, Phoebe, Fernandez, Ziortza, Gordon, Anthony, Rojo, Roceld, Arias, Sonia Sousa, Templeton, Maie, Jha, Rajeev, Krishnamurthy, Vinodh, Lim, Lai, Bi, Rehana, Scholefield, Barney, Ashton, Lydia, Williams, Alison, Cheyne, Claire, Saunderson, Anne, Allan, Angela, Anderson, Felicity, Kaye, Callum, Liew, Jade, Medhora, Jasmine, Scott, Teresa, Trumper, Erin, Botello, Adriana, Polgarova, Petra, Stroud, Katerina, Meaney, Eoghan, Jones, Megan, Ng, Anthony, Agrawal, Shruti, Pathan, Nazima, White, Deborah, Daubney, Esther, Elston, Kay, Parker, Robert, Reddy, Amie, Turner-Bone, Ian, Wilding, Laura, Harding, Peter, Jacob, Reni, Jones, Cathy, Denmade, Craig, Croft, Maria, White, Ian, Lim, Li, Griffin, Denise, Muchenje, Nycola, Mupudzi, Mcdonald, Partridge, Richard, Conyngham, Jo-Anna, Thomas, Rachel, Wright, Mary, Corral, Maria Alvarez, Bastion, Victoria, Clarke, Daphene, David, Beena, Kent, Harriet, Lorusso, Rachel, Lubimbi, Gamu, Murdoch, Sophie, Penacerrada, Melchizedek, Thomas, Alastair, Valentine, Jennifer, Vochin, Ana, Wulandari, Retno, Djeugam, Brice, Dawson, Joy, Garrioch, Sweyn, Tolson, Melanie, Aldridge, Jonathan, De Almeida Martins, Laura Gomes, Carungcong, Jaime, Beavis, Sarah, Dale, Katie, Gascoyne, Rachel, Hawes, Joanne, Pritchard, Kelly, Stevenson, Lesley, Whileman, Amanda, Cowley, Anne, Highgate, Judith, Crawley, Rikki, Crew, Abigail, Cunningham, Mishell, Daniels, Allison, Harrison, Laura, Hope, Susan, Inweregbu, Ken, Jones, Sian, Lancaster, Nicola, Matthews, Jamie, Nicholson, Alice, Wray, Gemma, Benham, Leonie, Bradshaw, Zena, Brown, Joanna, Caswell, Melanie, Melling, Sarah, Preston, Stephen, Slawson, Nicola, Stoddard, Emma, Warden, Scott, Combes, Edward, Joefield, Teishel, Monnery, Sonja, Beech, Valerie, Trotman, Sallyanne, Hopkins, Bridget, Scriven, James, Thrasyvoulou, Laura, Willis, Heather, Anderson, Susan, Birch, Janine, Collins, Emma, Hammerton, Kate, O��Leary, Ryan, Abernathy, Caroline, Foster, Louise, Gratrix, Andrew, Martinson, Vicky, Parkinson, Priyai, Stones, Elizabeth, Carbral-Ortega, Llucia, Kapoor, Ritoo, Loader, David, Castle, Karen, Brandwood, Craig, Smith, Lara, Clark, Richard, Birchall, Katie, Kolakaluri, Laurel, Baines, Deborah, Sukumaran, Anila, Mapfunde, Isheunesu, Meredith, Megan, Morris, Lucy, Ryan, Lucy, Clark, Amy, Sampson, Julia, Peters, Cecilia, Dent, Martin, Langley, Margaret, Ashraf, Saima, Wei, Shuying, Andrew, Angela, Chablani, Manish, Kirkby, Amy, Netherton, Kimberley, Bates, Michelle, Dasgin, Jo, Gill, Jaspret, Nilsson, Annette, Apetri, Elena, Basikolo, Cathrine, Blackledge, Bethan, Catlow, Laura, Charles, Bethan, Doonan, Reece, Harris, Jade, Harvey, Alice, Horner, Daniel, Knowles, Karen, Lee, Stephanie, Lomas, Diane, Lyons, Chloe, Marsden, Tracy, McLaughlan, Danielle, McMorrow, Liam, Pendlebury, Jessica, Perez, Jane, Poulaka, Maria, Proudfoot, Nicola, Slaughter, Melanie, Slevin, Kathryn, Thomas, Vicky, Walker, Danielle, Michael, Angiy, Collis, Matthew, Clark, Martyn, Coulding, Martina, Jude, Edward, McCormick, Jacqueline, Mercer, Oliver, Potla, Darsh, Rehman, Hafiz, Savill, Heather, Turner, Victoria, Davey, Miriam, Golden, David, Seaman, Rebecca, Hunt, Jodie, Dearden, Joy, Dobson, Emma, Mulcahy, Michelle, Munt, Sheila, O��Connor, Grainne, Philbin, Jennifer, Rishton, Chloe, Tully, Redmond, Winnard, Sarah, Cagova, Lenka, Fofano, Adama, Garner, Lucie, Holcombe, Helen, Mepham, Sue, Mitchell, Alice Michael, Mwaura, Lucy, Praman, K., Vuylsteke, Alain, Zamikula, Julie, Bercades, Georgia, Brealey, David, Hass, Ingrid, MacCallum, Niall, Martir, Gladys, Raith, Eamon, Reyes, Anna, Smyth, Deborah, Taylor, Abigail, Hughes, Rachel Anne, Thomas, Helen, Rees, Alun, Duskova, Michaela, Phipps, Janet, Brooks, Suzanne, Edwards, Michelle, Alexander, Peter, Allen, Schvearn, Bradley-Potts, Joanne, Brantwood, Craig, Egan, Jasmine, Felton, Timothy, Padden, Grace, Ward, Luke, Moss, Stuart, Glasgow, Susannah, Beesley, Kate, Board, Sarah, Kubisz-Pudelko, Agnieszka, Lewis, Alison, Perry, Jess, Pippard, Lucy, Wood, Di, Buckley, Clare, Brown, Alison, Gregory, Jane, O��Connell, Susan, Smith, Tim, Belagodu, Zakaula, Fuller, Bridget, Gherman, Anca, Olufuwa, Olumide, Paramsothy, Remi, Stuart, Carmel, Oakley, Naomi, Kamundi, Charlotte, Tyl, David, Collins, Katy, Silva, Pedro, Taylor, June, King, Laura, Coates, Charlotte, Crowley, Maria, Wakefield, Phillipa, Beadle, Jane, Johnson, Laura, Sargeant, Janet, Anderson, Madeleine, Jardine, Catherine, Williams, Dewi, Parris, Victoria, Quaid, Sheena, Watson, Ekaterina, Melville, Julie, Naisbitt, Jay, Joseph, Rosane, Lazo, Maria, Walton, Olivia, Neal, Alan, Hill, Michaela, Kannan, Thogulava, Wild, Laura, Allan, Elizabeth, Darlington, Kate, Davies, Ffyon, Easton, Jack, Kumar, Sumit, Lean, Richard, Menzies, Daniel, Pugh, Richard, Qiu, Xinyi, Davies, Llinos, Williams, Hannah, Scanlon, Jeremy, Davies, Gwyneth, Mackay, Callum, Lewis, Joannne, Rees, Stephanie, Coetzee, Samantha, Gales, Alistair, Raj, Meena, Sell, Craig, Langton, Helen, Watters, Malcolm, Novis, Catherine, Arbane, Gill, Bociek, Aneta, Campos, Sara, Grau, Neus, Jones, Tim Owen, Lim, Rosario, Marotti, Martina, Whitton, Christopher, Barron, Anthony, Collins, Ciara, Kaul, Sundeep, Passmore, Heather, Prendergast, Claire, Reed, Anna, Rogers, Paula, Shokkar, Rajvinder, Woodruff, Meriel, Middleton, Hayley, Polgar, Oliver, Nolan, Claire, Thwaites, Vicky, Mahay, Kanta, Sri-Chandana, Chunda, Scherewode, Joslan, Stephenson, Lorraine, Marsh, Sarah, Bancroft, Hollie, Bellamy, Mary, Carmody, Margaret, Daglish, Jacqueline, Moore, Faye, Rhodes, Joanne, Sangombe, Mirriam, Kadiri, Salma, Ayers, Amanda, Harrison, Wendy, North, Julie, Cavazza, Anna, Cockrell, Maeve, Corcoran, Eleanor, Depante, Maria, Finney, Clare, Jerome, Ellen, McPhail, Mark, Nayak, Monalisa, Noble, Harriet, O��Reilly, Kevin, Pappa, Evita, Saha, Rohit, Saha, Sian, Smith, John, Knighton, Abigail, Gill, Mandy, Paul, Paul, Ratnam, Valli, Shelton, Sarah, Wynter, Inez, Baptista, David, Crowe, Rebecca, Fernandes, Rita, Herdman-Grant, Rosaleen, Joseph, Anna, Loveridge, Adam, McKenley, India, Morino, Eriko, Naranjo, Andres, Simms, Richard, Sollesta, Kathryn, Swain, Andrew, Venkatesh, Harish, Khera, Jacyntha, Fox, Jonathan, Barber, Russell, Hewitt, Claire, Hilldrith, Annette, Jackson-Lawrence, Karen, Shepardson, Sarah, Wills, Maryanne, Butler, Susan, Tavares, Silvia, Cunningham, Amy, Hindale, Julia, Arif, Sarwat, George, Linsha, Twiss, Sophie, Wright, David, Holland, Maureen, Keenan, Natalie, Lyons, Marc, Wassall, Helen, Marsh, Chris, Mahenthran, Mervin, Carter, Emma, Kong, Thomas, Adanini, Oluronke, Bhatia, Nikhil, Msiska, Maines, Mew, Louise, Mwaura, Esther, Williams, Felicity, Wren, Lynn, Sutherland, Sara-Beth, Battle, Ceri, Brinkworth, Elaine, Harford, Rachel, Murphy, Carl, Newey, Luke, Rees, Tabitha, Williams, Marie, Arnold, Sophie, Hardy, John, Houlden, Henry, Moncur, Eleanor, Tariq, Ambreen, Tucci, Arianna, Convery, Karen, Fottrell-Gould, Deirdre, Hudig, Lisa, Keshet-Price, Jocelyn, Randell, Georgina, Stammers, Katie, Abdelrazik, Marwa, Bakthavatsalam, Dhanalakshmi, Elhassan, Munzir, Ganesan, Arunkumar, Haldeos, Anne, Moreno-Cuesta, Jeronimo, Purohit, Dharam, Vincent, Rachel, Xavier, Kugan, Rohit, Kumar, Alasdair, Frater, Saleem, Malik, David, Carter, Jenkins, Samuel, Lamond, Zoe, Wall, Alanna, Reynolds, Jessica, Campbell, Helen, Thompsom, Maria, Dodds, Steve, Duffy, Stacey, Butcher, Deborah, O��Sullivan, Susie, Butterworth-Cowin, Nicola, Deacon, Bethan, Hibbert, Meg, Pothecary, Carla, Tetla, Dariusz, Woodford, Christopher, Durga, Latha, Kennard-Holden, Gareth, De Gordoa, Laura Ortiz-Ruiz, Peasgood, Emily, Phillips, Claire, Skinner, Denise, Gaylard, Jane, Mullan, Dee, Newman, Julie, Davies, Ellie, Roche, Lisa, Sathe, Sonia, Brimfield, Lutece, Daly, Zoe, Pogson, David, Rose, Steve, Collins, Amy, Khaliq, Waqas, Gude, Estefania Treus, Allen, Louise, Beranova, Eva, Crisp, Nikki, Deery, Joanne, Hazelton, Tracy, Knight, Alicia, Price, Carly, Tilbey, Sorrell, Turki, Salah, Turney, Sharon, Giles, Julian, Booth, Simon, Bell, Gillian, English, Katy, Katary, Amro, Wilcox, Louise, Campbell, Rachael, Clarke, Noreen, Whiteside, Jonathan, Mascarenhas, Mairi, Donaldson, Avril, Matheson, Joanna, Barrett, Fiona, O��Hara, Marianne, O��Keefe, Laura, Bradley, Clare, Collier, Dawn, Walker, Rachel, Maynard, Victoria, Patel, Tahera, Smith, Matthew, Kazi, Aayesha, Hartley, Janice, Dykes, Joseph, Hijazi, Muhammad, Keith, Sarah, Khan, Meherunnisa, Ryan-Smith, Janet, Springle, Philippa, Thomas, Jacqueline, Truman, Nick, Saad, Samuel, Coleman, Dabheoc, Fine, Christopher, Matt, Roseanna, Gay, Bethan, Dalziel, Jack, Ali, Syamlan, Goodchild, Drew, Harling, Rhiannan, Bhatterjee, Ravi, Goddard, Wendy, Davison, Chloe, Duberly, Stephen, Hargreaves, Jeanette, Bolton, Rachel, Verlander, Mark, Williams, Alexandra, Blackman, Helen, Creagh-Brown, Ben, Donlon, Sinead, Michalak-Glinska, Natalia, Mtuwa, Sheila, Pristopan, Veronika, Salberg, Armorel, Smith, Eleanor, Stone, Sarah, Piercy, Charles, Verula, Jerik, Burda, Dorota, Montaser, Rugia, Harden, Lesley, Mayangao, Irving, Marriott, Cheryl, Bradley, Paul, Harris, Celia, Cooper, Joshua, Finch, Cheryl, Liderth, Sarah, Quinn, Alison, Waddington, Natalia, Fidler, Katy, Tagliavini, Emma, Donnelly, Kevin, Abel, Lynn, Brett, Michael, Digby, Brian, Gemmell, Lisa, Hornsby, James, MacGoey, Patrick, O��Neil, Pauline, Price, Richard, Rodden, Natalie, Rooney, Kevin, Sundaram, Radha, Thomson, Nicola, Flanagan, Rebecca, Hughes, Gareth, Latham, Scott, McKenna, Emma, Anderson, Jennifer, Hull, Robert, Rhead, Kat, Branney, Debbie, Frankham, Jordan, Pitts, Sally, White, Nigel, Cristiano, Daniele, Dormand, Natalie, Farzad, Zohreh, Gummadi, Mahitha, Liyanage, Kamal, Patel, Brijesh V., Salmi, Sara, Sloane, Geraldine, Varghese, Mathew, Zborowski, Anelise C., Bean, Sarah, Burt, Karen, Spivey, Michael, Eastgate-Jackson, Christine, Filipe, Helder, Martin, Daniel, Maharajh, Amitaa, Garcia, Sara Mingo, De Neef, Mark, Lynch, Ceri, Howe, Gwenllian Sera, Singh, Jayaprakash, Turner, Keri, Ellis, Hannah, Stroud, Natalie, Cherian, Shiney, Cutler, Sean, Heron, Anne Emma, Roynon-Reed, Anna, Williams, Gemma, Richards, Owen, Cheema, Yusuf, Ahmad, Norfaizan, Barker, Joann, Bauchmuller, Kris, Bird, Sarah, Cawthron, Kay, Harrington, Kate, Jackson, Yvonne, Kibutu, Faith, Lenagh, Becky, Masuko, Shamiso, Raithatha, Ajay, Wiles, Matthew, Willson, Jayne, Newell, Helen, Lye, Alison, Nwafor, Lorenza, Jarman, Claire, Rowland-Jones, Sarah, Foote, David, Cole, Joby, Thompson, Roger, Watson, James, Hesseldon, Lisa, Macharia, Irene, Chetam, Luke, Smith, Jacqui, Ford, Amber, Anderson, Samantha, Birchall, Kathryn, Housley, Kay, Walker, Sara, Milner, Leanne, Hanratty, Helena, Trower, Helen, Phillips, Patrick, Oxspring, Simon, Donne, Ben, Bevan, Emily, Martin, Jane, Trodd, Dawn, Watson, Geoff, Brown, Caroline Wrey, Bunni, Lara, Jennings, Claire, Latif, Monica, Marshall, Rebecca, Subramanian, Gayathri, Bandla, Nageswar, Gellamucho, Minnie, Davies, Michelle, Thompson, Christopher, Trim, Fiona, Eapen, Beena, Ahmed, Cecilia, Baines, Balvinder, Clamp, Sarah, Colley, Julie, Haq, Risna, Hayes, Anne, Hulme, Jonathan, Hussain, Samia, Joseph, Sibet, Kumar, Rita, Maqsood, Zahira, Purewal, Manjit, Chandler, Ben, Elliott, Kerry, Mallinson, Janine, Turnbull, Alison, Dent, Kathy, Horsley, Elizabeth, Akhtar, Muhmmad Nauman, Pearson, Sandra, Potoczna, Dorota, Spencer, Sue, Blakemore, Hayley, Borislavova, Borislava, Faulkner, Beverley, Gendall, Emma, Goff, Elizabeth, Hayes, Kati, Thomas, Matt, Worner, Ruth, Smith, Kerry, Stephens, Deanna, Delgado, Carlos Castro, Dawson, Deborah, Ding, Lijun, Durrant, Georgia, Ezeobu, Obiageri, Farnell-Ward, Sarah, Harrison, Abiola, Kanu, Rebecca, Leaver, Susannah, Maccacari, Elena, Manna, Soumendu, Saluzzio, Romina Pepermans, Queiroz, Joana, Samakomva, Tinashe, Sicat, Christine, Texeira, Joana, Da Gloria, Edna Fernandes, Lisboa, Ana, Rawlins, John, Mathew, Jisha, Kinch, Ashley, Hurt, William James, Shah, Nirav, Clark, Victoria, Thanasi, Maria, Yun, Nikki, Patel, Kamal, Crickmore, Vikki, Debreceni, Gabor, Wilkins, Joy, Nicol, Liz, Burn, Iona, Hambrook, Geraldine, Manso, Katarina, Penn, Ruth, Shanmugasundaram, Pradeep, Tebbutt, Julie, Thornton, Danielle, Rostron, Anthony, Roy, Alistair, Woods, Lindsey, Cornell, Sarah, Wakinshaw, Fiona, Rogerson, Kimberley, Jarmain, Jordan, Anderson, Peter, Archer, Katie, Austin, Karen, Davis, Caroline, Durie, Alison, Kelsall, Olivia, Thrush, Jessica, Vigurs, Charlie, Wood, Hannah-Louise, Tranter, Helen, Harrison, Alison, Cowley, Nicholas, McAlindon, Michael, Digby, Stephen, Low, Emma, Morgan, Aled, Cother, Naiara, Rankin, Tobias, Clayton, Sarah, McCurdy, Alex, Allibone, Suzanne, Mary-Genetu, Roman, Patel, Amit, Mac, Ainhi, Murphy, Anthony, Mahjoob, Parisa, Nazari, Roonak, Worsley, Lucy, Fagan, Andrew, Mohamed Ali, Inthakab Ali, Beaumont, Karen, Blunt, Mark, Coton, Zoe, Curgenven, Hollie, Elsaadany, Mohamed, Fernandes, Kay, Ally, Sameena Mohamed, Rangarajan, Harini, Sarathy, Varun, Selvanayagam, Sivarupan, Vedage, Dave, White, Matthew, Fernandez-Roman, Jaime, Hamilton, David O., Johnson, Emily, Johnston, Brian, Martinez, Maria Lopez, Mulla, Suleman, Shaw, David, Waite, Alicia A. C., Waugh, Victoria, Welters, Ingeborg D., Williams, Karen, Bemand, Thomas, Black, Ethel, Rosa, Arnold Dela, Howle, Ryan, Jhanji, Shaman, Baikady, Ravishankar Rao, Tatham, Kate Colette, Thomas, Benjamin, Halkes, Matthew, Mercer, Pauline, Thornton, Lorraine, West, Joe, Baird, Tracy, Ruddy, Jim, Reece-Anthony, Rosie, Birt, Mark, Cowton, Amanda, Kay, Andrea, Kent, Melanie, Potts, Kathryn, Wilkinson, Ami, Naylor, Suzanne, Brown, Ellen, Clark, Michele, Purvis, Sarah, Cole, Jade, Davies, Rhys, Duffin, Donna, Hill, Helen, Player, Ben, Thomas, Emma, Williams, Angharad, Beith, Claire Marie, Black, Karen, Clements, Suzanne, Morrison, Alan, Strachan, Dominic, Taylor, Margaret, Clarkson, Michelle, D��Sylva, Stuart, Norman, Kathryn, Coventry, Tina, Fowler, Susan, McGregor, Amanda, Brady, Ailbhe, Chan, Rebekah, McIvor, Shane, Prady, Helena, Whittle, Helen, Mathew, Bijoy, Clapham, Melanie, Harper, Rosemary, Poultney, Una, Rice, Polly, Mutch, Rachel, Baird, Yolanda, Butler, Aaron, Chadbourn, Indra, Folkes, Linda, Fox, Heather, Gardner, Amy, Gomez, Raquel, Hobden, Gillian, King, Kirsten, Margarson, Michael, Martindale, Tim, Meadows, Emma, Raynard, Dana, Thirlwall, Yvette, Helm, David, Margalef, Jordi, Greer, Sandra, Shuker, Karen, Smuts, Sara, Duffield, Joseph, Smith, Oliver, Mallon, Lewis, Claire, Watkins, Birkinshaw, Isobel, Carter, Joseph, Howard, Kate, Ingham, Joanne, Joy, Rosie, Pearson, Harriet, Roche, Samantha, Scott, Zoe, Knights, Ellen, Price, Alicia, Thomas, Alice, Thorpe, Chris, Abraheem, Azmerelda, Bamford, Peter, Cawley, Kathryn, Dunmore, Charlie, Faulkner, Maria, Girach, Rumanah, Jeffrey, Helen, Jones, Rhianna, London, Emily, Nagra, Imrun, Nasir, Farah, Sainsbury, Hannah, Smedley, Clare, Khade, Reena, Sundar, Ashok, Tsinaslanidis, George, Behan, Teresa, Burnett, Caroline, Hatton, Jonathan, Heeney, Elaine, Mitra, Atideb, Newton, Maria, Pollard, Rachel, Stead, Rachael, Birch, Jenny, Bough, Laura, Goodsell, Josie, Tutton, Rebecca, Williams, Patricia, Williams, Sarah, Winter-Goodwin, Barbara, Auld, Fiona, Donnachie, Joanne, Edmond, Ian, Prentice, Lynn, Runciman, Nikole, Salutous, Dario, Symon, Lesley, Todd, Anne, Turner, Patricia, Short, Abigail, Sweeney, Laura, Murdoch, Euan, Senaratne, Dhaneesha, Burns, Karen, Higham, Andrew, Anderson, Taya, Hawcutt, Dan, O��Malley, Laura, Rad, Laura, Rogers, Naomi, Saunderson, Paula, Allison, Kathryn Sian, Afolabi, Deborah, Whitbread, Jennifer, Jones, Dawn, Dore, Rachael, Lankester, Liana, Nikitas, Nikitas, Wells, Colin, Stowe, Bethan, Spencer, Kayleigh, Cathcart, Susanne, Duffy, Katharine, Puxty, Alex, Puxty, Kathryn, Turner, Lynne, Ireland, Jane, Semple, Gary, Barry, Peter, Hilltout, Paula, Evitts, Jayne, Tyler, Amanda, Waldron, Joanne, Irvine, Val, Shelley, Benjamin, Akinkugbe, Olugbenga, Bamford, Alasdair, Beech, Emily, Belfield, Holly, Bell, Michael, Davies, Charlene, Jones, Gareth A. L., McHugh, Tara, Meghari, Hamza, O��Neill, Lauran, Peters, Mark J., Ray, Samiran, Tomas, Ana Luisa, Gorman, Claire, Gupta, Abhinav, Timlick, Elizabeth, Brady, Rebecca, Bonner, Stephen, Hugill, Keith, Jones, Jessica, Liggett, Steven, Bashyal, Archana, Davidson, Neil, Hutton, Paula, McKechnie, Stuart, Wilson, Jean, Flint, Neil, Rekha, Patel, Hales, Dawn, Cruz, Carina, Gopal, Shameer, Harris, Nichola, Lake, Victoria, Metherell, Stella, Radford, Elizabeth, Clement, Ian, Patel, Bijal, Gulati, A., Hays, Carole, Webster, K., Hudson, Anne, Webster, Andrea, Stephenson, Elaine, McCormack, Louise, Slater, Victoria, Nixon, Rachel, Hanson, Helen, Fearby, Maggie, Kelly, Sinead, Bridgett, Victoria, Robinson, Philip, Almaden-Boyle, Christine, Austin, Pauline, Cabrelli, Louise, Cole, Stephen, Casey, Matt, Chapman, Susan, Whyte, Clare, Brayne, Adam, Fisher, Emma, Hunt, Jane, Jackson, Peter, Kaye, Duncan, Love, Nicholas, Parkin, Juliet, Tuckey, Victoria, Van Koutrik, Lynne, Carter, Sasha, Andrew, Benedict, Findlay, Louise, Adams, Katie, Bruce, Michelle, Connolly, Karen, Duncan, Tracy, T.-Michael, Helen, Lindergard, Gabriella, Hey, Samuel, Fox, Claire, Alfonso, Jordan, Durrans, Laura Jayne, Guerin, Jacinta, Hruska, Martin, Eltayeb, Ayaa, Lamb, Thomas, Hodgkiss, Tracey, Cooper, Lisa, Rothwell, Joanne, Dennis, Catherine, McGregor, Alastair, Srikaran, Sinduya, Sukha, Anisha, Davies, Kim, O��Brien, Linda, Omar, Zohra, Perkins, Emma, Lewis, Tracy, Sutherland, Isobel, Brooke, Hollie, Buckley, Sarah, Suarez, Jose Cebrian, Charlesworth, Ruth, Hansson, Karen, Norris, John, Poole, Alice, Rose, Alastair, Sandhu, Rajdeep, Sloan, Brendan, Smithson, Elizabeth, Thirumaran, Muthu, Wagstaff, Veronica, Metcalfe, Alexandra, Camsooksai, Julie, Humphrey, Charlotte, Jenkins, Sarah, Wadams, Beverley, DeAth, Yasmin, Adams, Colene, Agasou, Anita, Arden, Tracie, Bowes, Amy, Boyle, Pauline, Beekes, Mandy, Button, Heather, Capps, Nigel, Carnahan, Mandy, Carter, Anne, Childs, Danielle, Donaldson, Denise, Hard, Kelly, Hurford, Fran, Hussain, Yasmin, Javaid, Ayesha, Jones, James, Jose, Sanal, Leigh, Michael, Martin, Terry, Millward, Helen, Motherwell, Nichola, Rikunenko, Rachel, Stickley, Jo, Summers, Julie, Ting, Louise, Tivenan, Helen, Tonks, Louise, Wilcox, Rebecca, Bokhari, Maria, Lucas, Rachael, McCormick, Wendy, Ritzema, Jenny, Sanderson, Amanda, Wild, Helen, Baxter, Nicola, Henderson, Steven, Kennedy-Hay, Sophie, McParland, Christopher, Rooney, Laura, Sim, Malcolm, McCreath, Gordan, Brunton, Mark, Caterson, Jess, Coles, Holly, Frise, Matthew, Rai, Sabi Gurung, Jacques, Nicola, Keating, Liza, Tilney, Emma, Bartley, Shauna, Bhuie, Parminder, Downes, Charlotte, Holding, Kathleen, Riches, Katie, Hilton, Mary, Hayman, Mel, Subramanian, Deepak, Daniel, Priya, Zitter, Letizia, Benyon, Sarah, Marriott, Suzie, Park, Linda, Keenan, Samantha, Gordon, Elizabeth, Quinn, Helen, Baines, Kizzy, Andrew, Gillian, Barclay, Lucy, Callaghan, Marie, Clark, Sarah, Hope, Dave, Marshall, Lucy, McCulloch, Corrienne, Briton, Kate, Singleton, Jo, Birch, Sophie, Simpson, Kerry, Craig, Jayne, Demetriou, Carrie, Eckbad, Charlotte, Hierons, Sarah, Howie, Lucy, Mitchard, Sarah, Ramos, Lidia, Serrano-Ruiz, Alfredo, White, Katie, Kelly, Fiona, Amin, Vishal, Anastasescu, Elena, Anumakonda, Vikram, Karthik, Komala, Kausar, Rizwana, Reid, Karen, Smith, Jacqueline, Imeson-Wood, Janet, Bellini, Arianna, Bryant, Jade, Mayer, Anton, Pickard, Amy, Roe, Nicholas, Sowter, Jason, Howlett, Alex, Criste, Kristine, Cusack, Rebecca, Golder, Kim, Golding, Hannah, Jones, Oliver, Leggett, Samantha, Male, Michelle, Marani, Martyna, Prager, Kirsty, Williams, Toran, Roberts, Belinda, Salmon, Karen, Gondo, Prisca, Hadebe, B., Kayani, Abdul, Masunda, Bridgett, Ahmed, Ashar, Morris, Anna, Jakkula, Srinivas, Long, Kate, Whiteley, Simon, Wilby, Elizabeth, Ogg, Bethan, Moultrie, Sam, Odam, M., Bewley, Jeremy, Garland, Zoe, Grimmer, Lisa, Gumbrill, Bethany, Johnson, Rebekah, Sweet, Katie, Webster, Denise, Efford, Georgia, Bennett, Sara, Goodwin, Emma, Jackson, Matthew, Kent, Alissa, Tibke, Clare, Woodyatt, Wiesia, Zaki, Ahmed, Daniel, Amelia, Finn, Joanne, Saha, Rajnish, Bremmer, Pamela, Allan, J., Geary, T., Houston, Gordon, Meikle, A., O��Brien, P., Bell, Dina, Boyle, Rosalind, Douglas, Katie, Glass, Lynn, Lee, Emma, Lennon, Liz, Rattray, Austin, Charnock, Rob, McFarland, Denise, Cosgrove, Denise, Attwood, Ben, Parsons, Penny, Carmody, Siobhain, Oblak, Metod, Popescu, Monica, Thankachen, Mini, Baruah, Rosie, Morris, Sheila, Ferguson, Susie, Shepherd, Amy, Altabaibeh, Abdelhakim, Alvaro, Ana, Gilbert, Kayleigh, Ma, Louise, Mostoles, Loreta, Parmar, Chetan, Simpson, Kathryn, Jetha, Champa, Booker, Lauren, Pratley, Anezka, Cosier, Tracey, Millen, Gemma, Schumacher, Natasha, Weston, Heather, Rand, James, Alex, Beatrice, Bach, Benjamin, Barclay, Wendy S., Bogaert, Debby, Chand, Meera, Cooke, Graham S., Docherty, Annemarie B., Dunning, Jake, Da Silva Filipe, Ana, Fletcher, Tom, Green, Christoper A., Harrison, Ewen M., Hiscox, Julian A., Ijaz, Samreen, Khoo, Saye, Lim, Wei Shen, Mentzer, Alexander J., Merson, Laura, Noursadeghi, Mahdad, Moore, Shona C., Palmarini, Massimo, Paxton, William A., Pollakis, Georgios, Price, Nicholas, Rambaut, Andrew, Robertson, David L., Sancho-Shimizu, Vanessa, Scott, Janet T., De Silva, Thushan, Sigfrid, Louise, Solomon, Tom, Sriskandan, Shiranee, Stuart, David, Tedder, Richard S., Thomson, Emma C., Roger Thompson, A. A., Thwaites, Ryan S., Turtle, Lance C. W., Gupta, Rishi K., Palmieri, Carlo, Swann, Olivia V., Zambon, Maria, Dumas, Marc-Emmanuel, Griffin, Julian L., Takats, Zoltan, Chechi, Kanta, Andrikopoulos, Petros, Osagie, Anthonia, Olanipekun, Michael, Liggi, Sonia, Lewis, Matthew R., Correia, Gon��alo Dos Santos, Sands, Caroline J., Takis, Panteleimon, Maslen, Lynn, Greenhalf, William, Shaw, Victoria, McDonald, Sarah E., Keating, Se��n, Ahmed, Katie A., Armstrong, Jane A., Ashworth, Milton, Asiimwe, Innocent G., Bakshi, Siddharth, Barlow, Samantha L., Booth, Laura, Brennan, Benjamin, Bullock, Katie, Catterall, Benjamin W. A., Clark, Jordan J., Clarke, Emily A., Cooper, Louise, Cox, Helen, Davis, Christopher, Dincarslan, Oslem, Dunn, Chris, Dyer, Philip, Elliott, Angela, Evans, Anthony, Finch, Lorna, Fisher, Lewis W. S., Foster, Terry, Garcia-Dorival, Isabel, Gunning, Philip, Hartley, Catherine, Jensen, Rebecca L., Jones, Christopher B., Jones, Trevor R., Khandaker, Shadia, King, Katharine, Kiy, Robyn T., Koukorava, Chrysa, Lake, Annette, Lant, Suzannah, Latawiec, Diane, Lavelle-Langham, Lara, Lefteri, Daniella, Lett, Lauren, Livoti, Lucia A., Mancini, Maria, McDonald, Sarah, McEvoy, Laurence, McLauchlan, John, Metelmann, Soeren, Miah, Nahida S., Middleton, Joanna, Mitchell, Joyce, Murphy, Ellen G., Penrice-Randal, Rebekah, Pilgrim, Jack, Prince, Tessa, Reynolds, Will, Ridley, P. Matthew, Sales, Debby, Shaw, Victoria E., Shears, Rebecca K., Small, Benjamin, Subramaniam, Krishanthi S., Szemiel, Agnieska, Taggart, Aislynn, Tanianis-Hughes, Jolanta, Thomas, Jordan, Trochu, Erwan, Van Tonder, Libby, Wilcock, Eve, Zhang, J. Eunice, Flaherty, Lisa, Maziere, Nicole, Cass, Emily, Carracedo, Alejandra Doce, Carlucci, Nicola, Holmes, Anthony, Massey, Hannah, Murphy, Lee, Wrobel, Nicola, McCafferty, Sarah, Morrice, Kirstie, MacLean, Alan, Armstrong, Ruth, Boz, Ceilia, Brown, Adam, Coutts, Audrey, Cullum, Louise, Day, Nicky, Donnelly, Lorna, Duncan, Esther, Fawkes, Angie, Finernan, Paul, Gilchrist, Tammy, Golightly, Ailsa, Hafezi, Katarzyna, Law, Dawn, Law, Rachel, Law, Sarah, Macgillivray, Louise, Maclean, Alan, Mal, Hanning, Mcmaster, Ellie, Meikle, Jen, Oosthuyzen, Wilna, Paterson, Trevor, Stenhouse, Andrew, Swets, Maaike, Szoor-McElhinney, Helen, Taneski, Filip, Wackett, Tony, Ward, Mairi, Weaver, Jane, Coyle, Judy, Gallagher, Bernadette, Lidstone-Scott, Rebecca, Hamilton, Debbie, Schon, Katherine, Furlong, Anita, Biggs, Heather, Griffiths, Fiona, Andrews, Eleanor, Brickell, Kathy, Smyth, Michelle, Murphy, Lorna, Carson, Gail, Hardwick, Hayley, and Donohue, Chloe
Subjects: 631/208, 692/699/255/2514, 631/208/205/2138, 45/43, article, 631/326/596/4130, 3. Good health
Abstract: The genetic make-up of an individual contributes to the susceptibility and response to viral infection. Although environmental, clinical and social factors have a role in the chance of exposure to SARS-CoV-2 and the severity of COVID-191, 2, host genetics may also be important. Identifying host-specific genetic factors may reveal biological mechanisms of therapeutic relevance and clarify causal relationships of modifiable environmental risk factors for SARS-CoV-2 infection and outcomes. We formed a global network of researchers to investigate the role of human genetics in SARS-CoV-2 infection and COVID-19 severity. Here we describe the results of three genome-wide association meta-analyses that consist of up to 49,562 patients with COVID-19 from 46 studies across 19 countries. We report 13 genome-wide significant loci that are associated with SARS-CoV-2 infection or severe manifestations of COVID-19. Several of these loci correspond to previously documented associations to lung or autoimmune and inflammatory diseases3��7. They also represent potentially actionable mechanisms in response to infection. Mendelian randomization analyses support a causal role for smoking and body-mass index for severe COVID-19 although not for type II diabetes. The identification of novel host genetic factors associated with COVID-19 was made possible by the community of human genetics researchers coming together to prioritize the sharing of data, results, resources and analytical frameworks. This working model of international collaboration underscores what is possible for future genetic discoveries in emerging pandemics, or indeed for any complex human disease.

97. Target genes, variants, tissues and transcriptional pathways influencing human serum urate levels

Author: Tin, Adrienne, Marten, Jonathan, Halperin Kuhns, Victoria L, Li, Yong, Wuttke, Matthias, Kirsten, Holger, Sieber, Karsten B, Qiu, Chengxiang, Gorski, Mathias, Yu, Zhi, Giri, Ayush, Sveinbjornsson, Gardar, Li, Man, Chu, Audrey Y, Hoppmann, Anselm, O'Connor, Luke J, Prins, Bram, Nutile, Teresa, Noce, Damia, Akiyama, Masato, Cocca, Massimiliano, Ghasemi, Sahar, Van Der Most, Peter J, Horn, Katrin, Xu, Yizhe, Fuchsberger, Christian, Sedaghat, Sanaz, Afaq, Saima, Amin, Najaf, Ärnlöv, Johan, Bakker, Stephan JL, Bansal, Nisha, Baptista, Daniela, Bergmann, Sven, Biggs, Mary L, Biino, Ginevra, Boerwinkle, Eric, Bottinger, Erwin P, Boutin, Thibaud S, Brumat, Marco, Burkhardt, Ralph, Campana, Eric, Campbell, Archie, Campbell, Harry, Carroll, Robert J, Catamo, Eulalia, Chambers, John C, Ciullo, Marina, Concas, Maria Pina, Coresh, Josef, Corre, Tanguy, Cusi, Daniele, Felicita, Sala Cinzia, De Borst, Martin H, De Grandi, Alessandro, De Mutsert, Renée, De Vries, Aiko PJ, Delgado, Graciela, Demirkan, Ayşe, Devuyst, Olivier, Dittrich, Katalin, Eckardt, Kai-Uwe, Ehret, Georg, Endlich, Karlhans, Evans, Michele K, Gansevoort, Ron T, Gasparini, Paolo, Giedraitis, Vilmantas, Gieger, Christian, Girotto, Giorgia, Gögele, Martin, Gordon, Scott D, Gudbjartsson, Daniel F, Gudnason, Vilmundur, Study, German Chronic Kidney Disease, Haller, Toomas, Hamet, Pavel, Harris, Tamara B, Hayward, Caroline, Hicks, Andrew A, Hofer, Edith, Holm, Hilma, Huang, Wei, Hutri-Kähönen, Nina, Hwang, Shih-Jen, Ikram, M Arfan, Lewis, Raychel M, Ingelsson, Erik, Jakobsdottir, Johanna, Jonsdottir, Ingileif, Jonsson, Helgi, Joshi, Peter K, Josyula, Navya Shilpa, Jung, Bettina, Kähönen, Mika, Kamatani, Yoichiro, Kanai, Masahiro, Kerr, Shona M, Kiess, Wieland, Kleber, Marcus E, Koenig, Wolfgang, Kooner, Jaspal S, Körner, Antje, Kovacs, Peter, Krämer, Bernhard K, Kronenberg, Florian, Kubo, Michiaki, Kühnel, Brigitte, La Bianca, Martina, Lange, Leslie A, Lehne, Benjamin, Lehtimäki, Terho, Lifelines Cohort Study, Liu, Jun, Loeffler, Markus, Loos, Ruth JF, Lyytikäinen, Leo-Pekka, Magi, Reedik, Mahajan, Anubha, Martin, Nicholas G, März, Winfried, Mascalzoni, Deborah, Matsuda, Koichi, Meisinger, Christa, Meitinger, Thomas, Metspalu, Andres, Milaneschi, Yuri, V. A. Million Veteran Program, O'Donnell, Christopher J, Wilson, Otis D, Gaziano, J Michael, Mishra, Pashupati P, Mohlke, Karen L, Mononen, Nina, Montgomery, Grant W, Mook-Kanamori, Dennis O, Müller-Nurasyid, Martina, Nadkarni, Girish N, Nalls, Mike A, Nauck, Matthias, Nikus, Kjell, Ning, Boting, Nolte, Ilja M, Noordam, Raymond, O'Connell, Jeffrey R, Olafsson, Isleifur, Padmanabhan, Sandosh, Penninx, Brenda WJH, Perls, Thomas, Peters, Annette, Pirastu, Mario, Pirastu, Nicola, Pistis, Giorgio, Polasek, Ozren, Ponte, Belen, Porteous, David J, Poulain, Tanja, Preuss, Michael H, Rabelink, Ton J, Raffield, Laura M, Raitakari, Olli T, Rettig, Rainer, Rheinberger, Myriam, Rice, Kenneth M, Rizzi, Federica, Robino, Antonietta, Rudan, Igor, Krajcoviechova, Alena, Cifkova, Renata, Rueedi, Rico, Ruggiero, Daniela, Ryan, Kathleen A, Saba, Yasaman, Salvi, Erika, Schmidt, Helena, Schmidt, Reinhold, Shaffer, Christian M, Smith, Albert V, Smith, Blair H, Spracklen, Cassandra N, Strauch, Konstantin, Stumvoll, Michael, Sulem, Patrick, Tajuddin, Salman M, Teren, Andrej, Thiery, Joachim, Thio, Chris HL, Thorsteinsdottir, Unnur, Toniolo, Daniela, Tönjes, Anke, Tremblay, Johanne, Uitterlinden, André G, Vaccargiu, Simona, Van Der Harst, Pim, Van Duijn, Cornelia M, Verweij, Niek, Völker, Uwe, Vollenweider, Peter, Waeber, Gerard, Waldenberger, Melanie, Whitfield, John B, Wild, Sarah H, Wilson, James F, Yang, Qiong, Zhang, Weihua, Zonderman, Alan B, Bochud, Murielle, Wilson, James G, Pendergrass, Sarah A, Ho, Kevin, Parsa, Afshin, Pramstaller, Peter P, Psaty, Bruce M, Böger, Carsten A, Snieder, Harold, Butterworth, Adam S, Okada, Yukinori, Edwards, Todd L, Stefansson, Kari, Susztak, Katalin, Scholz, Markus, Heid, Iris M, Hung, Adriana M, Teumer, Alexander, Pattaro, Cristian, Woodward, Owen M, Vitart, Veronique, and Köttgen, Anna
Subjects: Genetic Markers, Gout, Kidney, Polymorphism, Single Nucleotide, 3. Good health, Neoplasm Proteins, Uric Acid, Cohort Studies, Hepatocyte Nuclear Factor 4, Liver, Metabolic Diseases, Cardiovascular Diseases, Genetic Loci, Organ Specificity, ATP Binding Cassette Transporter, Subfamily G, Member 2, Humans, Genetic Predisposition to Disease, Hepatocyte Nuclear Factor 1-alpha, Genome-Wide Association Study, Signal Transduction
Abstract: Elevated serum urate levels cause gout and correlate with cardiometabolic diseases via poorly understood mechanisms. We performed a trans-ancestry genome-wide association study of serum urate in 457,690 individuals, identifying 183 loci (147 previously unknown) that improve the prediction of gout in an independent cohort of 334,880 individuals. Serum urate showed significant genetic correlations with many cardiometabolic traits, with genetic causality analyses supporting a substantial role for pleiotropy. Enrichment analysis, fine-mapping of urate-associated loci and colocalization with gene expression in 47 tissues implicated the kidney and liver as the main target organs and prioritized potentially causal genes and variants, including the transcriptional master regulators in the liver and kidney, HNF1A and HNF4A. Experimental validation showed that HNF4A transactivated the promoter of ABCG2, encoding a major urate transporter, in kidney cells, and that HNF4A p.Thr139Ile is a functional variant. Transcriptional coregulation within and across organs may be a general mechanism underlying the observed pleiotropy between urate and cardiometabolic traits.

98. Large-scale genome-wide meta-analysis of polycystic ovary syndrome suggests shared genetic architecture for different diagnosis criteria

Author: Day, Felix, Karaderi, Tugce, Jones, Michelle R, Meun, Cindy, He, Chunyan, Drong, Alex, Kraft, Peter, Lin, Nan, Huang, Hongyan, Broer, Linda, Magi, Reedik, Saxena, Richa, Laisk, Triin, Urbanek, Margrit, Hayes, M Geoffrey, Thorleifsson, Gudmar, Fernandez-Tajes, Juan, Mahajan, Anubha, Mullin, Benjamin H, Stuckey, Bronwyn GA, Spector, Timothy D, Wilson, Scott G, Goodarzi, Mark O, Davis, Lea, Obermayer-Pietsch, Barbara, Uitterlinden, André G, Anttila, Verneri, Neale, Benjamin M, Jarvelin, Marjo-Riitta, Fauser, Bart, Kowalska, Irina, Visser, Jenny A, Andersen, Marianne, Ong, Ken, Stener-Victorin, Elisabet, Ehrmann, David, Legro, Richard S, Salumets, Andres, McCarthy, Mark I, Morin-Papunen, Laure, Thorsteinsdottir, Unnur, Stefansson, Kari, 23andMe Research Team, Styrkarsdottir, Unnur, Perry, John RB, Dunaif, Andrea, Laven, Joop, Franks, Steve, Lindgren, Cecilia M, and Welt, Corrine K
Subjects: 2. Zero hunger, endocrine system diseases, female genital diseases and pregnancy complications, White People, 3. Good health, Cohort Studies, Phenotype, Asian People, Case-Control Studies, Humans, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Polycystic Ovary Syndrome
Abstract: Polycystic ovary syndrome (PCOS) is a disorder characterized by hyperandrogenism, ovulatory dysfunction and polycystic ovarian morphology. Affected women frequently have metabolic disturbances including insulin resistance and dysregulation of glucose homeostasis. PCOS is diagnosed with two different sets of diagnostic criteria, resulting in a phenotypic spectrum of PCOS cases. The genetic similarities between cases diagnosed based on the two criteria have been largely unknown. Previous studies in Chinese and European subjects have identified 16 loci associated with risk of PCOS. We report a fixed-effect, inverse-weighted-variance meta-analysis from 10,074 PCOS cases and 103,164 controls of European ancestry and characterisation of PCOS related traits. We identified 3 novel loci (near PLGRKT, ZBTB16 and MAPRE1), and provide replication of 11 previously reported loci. Only one locus differed significantly in its association by diagnostic criteria; otherwise the genetic architecture was similar between PCOS diagnosed by self-report and PCOS diagnosed by NIH or non-NIH Rotterdam criteria across common variants at 13 loci. Identified variants were associated with hyperandrogenism, gonadotropin regulation and testosterone levels in affected women. Linkage disequilibrium score regression analysis revealed genetic correlations with obesity, fasting insulin, type 2 diabetes, lipid levels and coronary artery disease, indicating shared genetic architecture between metabolic traits and PCOS. Mendelian randomization analyses suggested variants associated with body mass index, fasting insulin, menopause timing, depression and male-pattern balding play a causal role in PCOS. The data thus demonstrate 3 novel loci associated with PCOS and similar genetic architecture for all diagnostic criteria. The data also provide the first genetic evidence for a male phenotype for PCOS and a causal link to depression, a previously hypothesized comorbid disease. Thus, the genetics provide a comprehensive view of PCOS that encompasses multiple diagnostic criteria, gender, reproductive potential and mental health.

99. New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk

Author: Global BPgen Consrotium, Sovio, Ulla, Shuldiner, Alan R., Dedoussis, George V., Bonnycastle, Lori L., Hercberg, Serge, Chen, Yii-Der Ida, Visvikis-Siest, Sophie, Kumari, Meena, Meneton, Pierre, Ariyurek, Yavuz, Egan, Josephine M., Ben-Shlomo, Yoav, Forouhi, Nita G., Graessler, Jurgen, Rudan, Igor, Pedersen, Nancy L., Lindgren, Cecilia M., Chines, Peter, Stringham, Heather M., Meisinger, Christa, Pattaro, Cristian, Vogelzangs, Nicole, DIAGRAM Consortium, Illig, Thomas, Langenberg, Claudia, Zethelius, Bjorn, Sayer, Avan Aihie, Laakso, Markku, Li, Man, Clarke, Robert, Isomaa, Bo, McAteer, Jarred B., Doney, Alex, Pedersen, Oluf, Jorgensen, Torben, Bottcher, Yvonne, Ebrahim, Shah, Schwarz, Peter, Lecoeur, Cecile, Psaty, Bruce M., Shrader, Peter, Knight, Beatrice, Beilby, John P., Gieger, Christian, Ripatti, Samuli, Zhao, Jing Hua, Herder, Christian, Morken, Mario A., Kesaniemi, Y. Antero, Orru, Marco, Mitchell, Braxton D., Thorand, Barbara, Lyssenko, Valeriya, Manning, Alisa K., Sethupathy, Praveen, Meyre, David, Hansen, Torben, Rayner, Nigel W., Hammond, Naomi, Timpson, Nicholas J., Sanna, Serena, Brunner, Eric, Zhai, Guangju, Witteman, Jacqueline C.M., Rybin, Denis, Cornelis, Marilyn, Zabena, Carina, Willemson, Gonneke, Kaakinen, Marika, Perry, John R.B., Zelenika, Diana, Walters, G. Bragi, Heath, Simon C., Oostra, Ben A., Salomaa, Veikko, Ward, Kim L., van Dijk, Ko Willems, Williams, Gordon H., Karpe, Fredrik, Wagner, Peter J., Magi, Reedik, Fischer-Rosinsky, Antje, Hallmans, Goran, Lajunen, Taina, Qi, Lu, Navarro, Paul, Grallert, Harald, Pramstaller, Peter Paul, Kaprio, Jaakko, Smith, Nicholas L., Hayward, Caroline, Sandbaek, Annelli, Sparso, Thomas, Dina, Christian, Paolisso, Giuseppe, Wright, Alan F., Mangino, Massimo, Henneman, Peter, Smith, George Davey, Boerwinkle, Eric, Prokopenko, Inga, Jackson, Anne U., Grarup, Niels, Walley, Andrew, Hofman, Albert, Hadjadj, Samy, Hu, Frank B., Hung, Joe, Li, Yun, Gwilliam, Rhian, Thorleifsson, Gudmar, Singleton, Andrew, Ardlie, Kristin, Kivimaki, Mika, Syvanen, Ann-Christine, Zillikens, M. Carola, Day, Ian N.M., Rice, Kenneth, Silander, Kaisa, Bergmann, Sven, Simpson, Laila, Scott, Laura J., Melzer, David, Neville, Matthew J., Watkins, Hugh, Ingelsson, Erik, Lathrop, G. Mark, Scheet, Paul, Hottenga, Jouke Jan, Song, Kijoung, Benediktsson, Rafn, de Geus, Eco J. C., Le Bacquer, Olivier, Hillman, David R., Koskinen, Seppo, Frants, Rune, Lind, Lars, Kanoni, Stavroula, Sandhu, Manjinder, Crawford, Gabe, Sigurdsson, Gunnar, Pfeiffer, Andreas F.H., Pattou, Francois, Pankow, James S., Wilson, James F., Bennett, Amanda J., Dupuis, Josee, Potter, Simon C., Elliott, Amanda, Province, Michael A., Perola, Markus, Serrano-Rios, Manuel, Kyvik, Kirsten Ohm, Yarnell, John W.G., Pakyz, Ruth, Johnson, Paul R.V., Borch-Johnsen, Knut, Saxena, Richa, Steinthorsdottir, Valgerdur, Tanaka, Toshiko, Campbell, Harry, Barter, Philip, Franzosi, Maria Grazia, GIANT Consortium, Han, Xijing, Cavalcanti-Proenca, Christine, Glazer, Nicole L., Kovacs, Peter, Stumvoll, Michael, Syddall, Holly, Hingorani, Aroon D., Morris, Andrew P., O'Connell, Jeffrey, Payne, Felicity, Galan, Pilar, Rivadeneira, Fernando, Wild, Sarah H., McPherson, Ruth, Sijbrands, Eric J.G., Hicks, Andrew A., Dehghan, Abbas, Elliott, Paul, Cooper, Matthew N., Sharp, Stephen J., Balkau, Beverley, Voight, Benjamin F., Roden, Michael, Tuomi, Tiinamaija, Franklin, Christopher S., Swift, Amy, Pichler, Irene, Narisu, Narisu, Goodarzi, Mark O., Franks, Paul W., An, Ping, Bumpstead, Suzannah J., Bochud, Murielle, Rathmann, Wolfgang, Randall, Joshua, Bouatia-Naji, Nabila, von Hoek, Mandy, Kuusisto, Johanna, Sampson, Michael J., Wichmann, H. Erich, Vitart, Veronique, Tichet, Jean, Spranger, Joachim, Fedson, Annette C., Waeber, Gerard, Wheeler, Eleanor, Polasek, Ozren, Coin, Lachlan J.M., Varma, Dhiraj, Pearson, Daniel, Hartikainen, Anna-Liisa, Loos, Ruth J.F., Grundy, Scott, Martinez-Larrad, Maria Teresa, Jula, Antti, Palmer, Colin N.A., Mukherjee, Sutapa, Bornstein, Stefan R., Gyllensten, Ulf, Roccasecca, Rosa Maria, Johnson, Toby, Crisponi, Laura, Weedon, Michael N., Hamsten, Anders, Bonnefond, Amelie, Nathan, David M., Silveira, Angela, Borecki, Ingrid B., Hassanali, Neelam, Pouta, Anneli, Fox, Caroline S., Cooper, Cyrus, McCulloch, Laura J., Hattersley, Andrew T., Seedorf, Udo, Zeggini, Eleftheria, Lawlor, Debbie A., Uitterlinden, Andre G., Rocheleau, Ghislain, Kao, W.H. Linda, Goel, Anuj, Palmer, Lyel J., Magnusson, Patrik K.E., Shields, Beverley, Tonjes, Anke, Soranzo, Nicole, Groves, Christopher J., Gloyn, Anna L., Charpentier, Guillaume, Erdos, Michael R., Posthuma, Danielle, Marmot, Michael, Morris, Andrew D., Luan, Jian'an, Delplanque, Jerome, Naitza, Silvia, Mahley, Robert, McCarroll, Steven A., Hui, Jennie, Rolandsson, Olov, and Peden, John F.
Subjects: 3. Good health
Abstract: Levels of circulating glucose are tightly regulated. To identify new loci influencing glycemic traits, we performed meta-analyses of 21 genome-wide association studies informative for fasting glucose, fasting insulin and indices of beta-cell function (HOMA-B) and insulin resistance (HOMA-IR) in up to 46,186 nondiabetic participants. Follow-up of 25 loci in up to 76,558 additional subjects identified 16 loci associated with fasting glucose and HOMA-B and two loci associated with fasting insulin and HOMA-IR. These include nine loci newly associated with fasting glucose (in or near ADCY5, MADD, ADRA2A, CRY2, FADS1, GLIS3, SLC2A2, PROX1 and C2CD4B) and one influencing fasting insulin and HOMA-IR (near IGF1). We also demonstrated association of ADCY5, PROX1, GCK, GCKR and DGKB-TMEM195 with type 2 diabetes. Within these loci, likely biological candidate genes influence signal transduction, cell proliferation, development, glucose-sensing and circadian regulation. Our results demonstrate that genetic studies of glycemic traits can identify type 2 diabetes risk loci, as well as loci containing gene variants that are associated with a modest elevation in glucose levels but are not associated with overt diabetes.

100. Mapping the human genetic architecture of COVID-19

Author: Niemi, MEK, Karjalainen, J, Liao, RG, Neale, BM, Daly, M, Ganna, A, Pathak, GA, Andrews, SJ, Kanai, M, Veerapen, K, Fernandez-Cadenas, I, Schulte, EC, Striano, P, Marttila, M, Minica, C, Marouli, E, Karim, MA, Wendt, FR, Savage, J, Sloofman, L, Butler-Laporte, G, Kim, H-N, Kanoni, S, Okada, Y, Byun, J, Han, Y, Uddin, MJ, Smith, GD, Willer, CJ, Buxbaum, JD, Mehtonen, J, Finucane, H, Cordioli, M, Martin, AR, Zhou, W, Pasaniuc, B, Julienne, H, Aschard, H, Shi, H, Yengo, L, Polimanti, R, Ghoussaini, M, Schwartzentruber, J, Dunham, I, Chwialkowska, K, Francescatto, M, Trankiem, A, Balaconis, MK, Davis, L, Lee, S, Priest, J, Renieri, A, Sankaran, VG, van Heel, D, Deelen, P, Richards, JB, Nakanishi, T, Biesecker, L, Kerchberger, VE, Kenneth, J, Mari, F, Bernasconi, A, Ceri, S, Canakoglu, A, Wolford, B, Faucon, A, Dutta, AK, Schurmann, C, Harry, E, Birney, E, Nguyen, H, Nasir, J, Kaunisto, M, Solomonson, M, Dueker, N, Vadgama, N, Limou, S, Rahmouni, S, Mbarek, H, Darwish, D, Uddin, MM, Albertos, R, Perez-Tur, J, Li, R, Folkersen, L, Moltke, I, Koelling, N, Teumer, A, Kousathanas, A, Utrilla, A, Verdugo, RA, Zarate, R, Medina-Gomez, C, Gomez-Cabrero, D, Carnero-Montoro, E, Cadilla, CL, Moreno-Estrada, A, Garmendia, A, Moya, L, Sedaghati-Khayat, B, Boua, PR, Fave, M-J, Francioli, L, Lemacon, A, Migeotte, I, Patel, S, Varnai, R, Szentpeteri, JL, Sipeky, C, Colombo, F, von Hohenstaufen, K, Lio, P, Vallerga, C, Wang, Q, Tanigawa, Y, Im, H, Han, C, Song, H, Lim, J, Lee, Y, Kim, S, Im, S, Atanasovska, B, Ahmad, HF, Boer, C, Jansen, P, Franke, L, Kaja, E, Pasko, D, Kennis-Szilagyi, I, Kornilov, SA, Prijatelj, V, Prokic, I, Sivanadhan, I, Perumal, S, Esmaeeli, S, Pearson, NM, Auton, A, Shelton, JF, Shastri, AJ, Filshtein-Sonmez, T, Coker, D, Symons, A, Esparza-Gordillo, J, Aslibekyan, S, O'Connell, J, Ye, C, Weldon, CH, Perera, M, O'Leary, K, Tuck, M, O'Brien, T, Meltzer, D, O'Donnell, P, Nutescu, E, Yang, G, Alarcon, C, Herrmann, S, Mazurek, S, Banagan, J, Hamidi, Z, Barbour, A, Raffat, N, Moreno, D, Friedman, P, Ferwerda, B, van de Beek, D, Brouwer, MC, Vlaar, APJ, Wiersinga, WJ, Posthuma, D, Tissink, E, Zwinderman, AHK, Uffelmann, E, van Agtmael, M, Algera, AG, van Baarle, F, Bax, D, Beudel, M, Bogaard, HJ, Bomers, M, Bonta, PI, Bos, L, Botta, M, de Brabander, J, de Bree, G, de Bruin, S, Bugiani, M, Bulle, E, Chouchane, O, Cloherty, A, Dongelmans, D, Elbers, P, Fleuren, L, Geerlings, S, Geerts, B, Geijtenbeek, T, Girbes, A, Goorhuis, B, Grobusch, MP, Hafkamp, F, Hagens, L, Hamann, J, Harris, V, Hemke, R, Hermans, SM, Heunks, L, Hollmann, M, Horn, J, Hovius, JW, de Jong, MD, Koning, R, van Mourik, N, Nellen, J, Nossent, EJ, Paulus, F, Peters, E, van der Poll, T, Preckel, B, Prins, JM, Raasveld, J, Reijnders, T, Schinkel, M, Schultz, MJ, Schuurman, A, Sigaloff, K, Smit, M, Stijnis, CS, Stilma, W, Teunissen, C, Thoral, P, Tsonas, A, van der Valk, M, Veelo, D, de Vries, H, van Vugt, M, Wouters, D, Minnaar, RP, Kromhout, A, van Uffelen, KWJ, Wolterman, RA, Roberts, G, Park, D, Ball, CA, Coignet, M, McCurdy, S, Knight, S, Partha, R, Rhead, B, Zhang, M, Berkowitz, N, Gaddis, M, Noto, K, Ruiz, L, Pavlovic, M, Hong, EL, Rand, K, Girshick, A, Guturu, H, Baltzell, AH, Guntz, J, Beguin, Y, Pigazzini, S, Nkambule, L, Bouysran, Y, Busson, A, Peyrassol, X, Wilkin, F, Pichon, B, Smits, G, Vandernoot, I, Goffard, J-C, Georges, M, Moutschen, M, Misset, B, Darcis, G, Guiot, J, Jadot, L, Azarzar, S, Dellot, P, Gofflot, S, Claassen, S, Bertrand, A, Parzibut, G, Clarinval, M, Moermans, C, Malaise, O, El Kandoussi, K, Thonon, R, Huynen, P, Mesdagh, A, Melo, S, Jacques, N, Di Valentin, E, Giroule, F, Collignon, A, Radermecker, C, Lebrun, M, Peree, H, Latour, S, Barada, O, Sanchez, J, Josse, C, Boujemla, B, Meunier, M, Mariavelle, E, Anania, S, Gazon, H, Juszczak, D, Fadeur, M, Camby, S, Meuris, C, Thys, M, Jacques, J, Henket, M, Leonard, P, Frippiat, F, Giot, J-B, Sauvage, A-S, Von Frenckell, C, Mni, M, Wery, M, Staderoli, A, Belhaj, Y, Lambermont, B, Morrison, DR, Mooser, V, Forgetta, V, Ghosh, B, Laurent, L, Belisle, A, Henry, D, Abdullah, T, Adeleye, O, Mamlouk, N, Kimchi, N, Afrasiabi, Z, Rezk, N, Vulesevic, B, Bouab, M, Guzman, C, Petitjean, L, Tselios, C, Xue, X, Afilalo, J, Afilalo, M, Oliveira, M, Brenner, B, Brassard, N, Durand, M, Schurr, E, Lepage, P, Ragoussis, J, Auld, D, Chasse, M, Kaufmann, DE, Lathrop, GM, Adra, D, Davis, LK, Cox, NJ, Below, JE, Sealock, JM, Faucon, AB, Shuey, MM, Polikowsky, HG, Petty, LE, Shaw, DM, Chen, H-H, Zhu, W, Ludwig, KU, Schroeder, J, Maj, C, Rolker, S, Noethen, MM, Fazaal, J, Keitel, V, Jensen, B-EO, Feldt, T, Kurth, I, Marx, N, Dreher, M, Pink, I, Cornberg, M, Illig, T, Lehmann, C, Schommers, P, Augustin, M, Rybniker, J, Knopp, L, Eggermann, T, Volland, S, Altmueller, J, Berger, MM, Brenner, T, Hinney, A, Witzke, O, Bals, R, Herr, C, Ludwig, N, Walter, J, Fuchsberger, C, Pattaro, C, De Grandi, A, Pramstaller, P, Emmert, D, Melotti, R, Foco, L, Mascalzoni, D, Gogele, M, Domingues, F, Hicks, A, Gignoux, CR, Wicks, SJ, Crooks, K, Barnes, KC, Daya, M, Shortt, J, Rafaels, N, Chavan, S, Goldstein, DB, Kiryluk, K, Sengupta, S, Chung, W, Reilly, MP, Khan, A, Wang, C, Povysil, G, Bhardwaj, N, Gharavi, AG, Ionita-Laza, I, Shang, N, O'Byrne, SM, Nandakumar, R, Menon, A, So, YS, Hod, E, Pendrick, D, Park, S-K, Kim, H-L, Kang, CK, Lee, H-J, Song, K-H, Yoon, KJ, Paik, N-J, Seok, W, Yoon, H, Joo, E-J, Chang, Y, Ryu, S, Park, WB, Park, JS, Park, KU, Ham, SY, Jung, J, Kim, ES, Kim, HB, Ellinghaus, D, Degenhardt, F, Caceres, M, Juzenas, S, Lenz, TL, Albillos, A, Julia, A, Heidecker, B, Garcia, F, Kurth, F, Tran, F, Hanses, F, Zoller, H, Holter, JC, Fernandez, J, Sander, LE, Rosenstiel, P, Koehler, P, de Cid, R, Asselta, R, Schreiber, S, Hehr, U, Prati, D, Baselli, G, Valenti, L, Bujanda, L, Banales, JM, Duga, S, D'Amato, M, Romero-Gomez, M, Buti, M, Invernizzi, P, Franke, A, Hov, JR, Karlsen, TH, Folseraas, T, Maya-Miles, D, Teles, A, Azuure, C, Wacker, EM, 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Mandalà, Marco, Zucchi, Patrizia, Giannattasio, Ferdinando, Coviello, Domenico A., Mussini, Cristina, Bosio, Giancarlo, Tavecchia, Luisa, Crotti, Lia, Rizzi, Marco, La Rovere, Maria Teresa, Sarzi-Braga, Simona, Bussotti, Maurizio, Ravaglia, Sabrina, Artuso, Rosangela, Perrella, Antonio, Romani, Davide, Bergomi, Paola, Catena, Emanuele, Vincenti, Antonella, Ferri, Claudio, Grassi, Davide, Pessina, Gloria, Tumbarello, Mario, Di Pietro, Massimo, Sabrina, Ravaglia, Luchi, Sauro, Barbieri, Chiara, Acquilini, Donatella, Andreucci, Elena, Paciosi, Francesco, Segala, Francesco Vladimiro, Tiseo, Giusy, Falcone, Marco, Lista, Mirjam, Poscente, Monica, De Vivo, Oreste, Petrocelli, Paola, Guarnaccia, Alessandra, Baroni, Silvia, Perticaroli, Valentina, Furini, Simone, Dei, Simona, Benetti, Elisa, Picchiotti, Nicola, Sanarico, Maurizio, Ceri, Stefano, Pinoli, Pietro, Raimondi, Francesco, Biscarini, Filippo, Stella, Alessandra, Bergomi, Mattia, Zguro, Kristina, Capitani, Katia, Tanfoni, Marco, 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Eunsoon, Jang, Hye Yoon, Kim, Sunmie, Kym, Sungmin, Kim, Yeon-Sook, Jeong, Hyeongseok, Kwon, Ki Tae, Kim, Shin-Woo, Kim, Jin Yong, Jang, Young Rock, Kim, Hyun ah, Lee, Ji Yeon, Lee, Jeong Eun, Lee, Shinwon, Choe, Kang-Won, Kang, Yu Min, Jee, Sun Ha, Jung, Keum Ji, Parikh, Victoria, Ashley, Euan, Wheeler, Matthew, Rivas, Manuel, Bustamante, Carlo, Pinksy, Benjamin, Febbo, Phillip, Farh, Kyle, Schroth, Gary P., Desouza, Franci, Dalton, Karen, Christle, Jeff, Deboever, Christopher, Szalma, Sándor, Rubinacci, Simone, Delaneau, Olivier, Gorzynski, John, de Jong, Hannah, Sutton, Shirley, Youlton, Nathan, Joshi, Ruchi, Jimenez-Morales, David, Hughes, Christopher, Amar, David, Ioannidis, Alex, Hershman, Steve, Kirillova, Anna, Seo, Kinya, Huang, Yong, Shoura, Massa, Hammond, Nathan, Watson, Nathaniel, Raja, Archana, Huang, Chunhong, Sahoo, Malaya, Wang, Hannah, Zhen, Jimmy, Rakitko, Alexander, Ilinsky, Valery, Yermakovich, Danat, Popov, Iaroslav, Chernitsov, Alexander, Kovalenko, Elena, Krasnenko, Anna, Plotnikov, Nikolay, Stetsenko, Ivan, Kim, Anna, Cirulli, Elizabeth T., Schiabor Barrett, Kelly M., Bolze, Alexandre, White, Simon, Washington, Nicole L., Lu, James T., Riffle, Stephen, Tanudjaja, Francisco, Wang, Xueqing, Ramirez, Jimmy M., Leonetti, Nicole, Sandoval, Efren, Neveux, Iva, Dabe, Shaun, Grzymski, Joseph J., Esteban Miñano, Juan Ignacio, Aguirre, Luis A., López-Collazo, Eduardo, de la Mata Pazos, Manuel, Cerrato, Luciano, Lozano-Rodríguez, Roberto, Avendaño-Ortiz, José, Arcos, Verónica Terrón, Montalbán-Hernández, Karla Marina, Quiroga, Jaime Valentín, Pascual-Iglesias, Alejandro, Maroun-Eid, Charbel, Martín-Quirós, Alejandro, Namkoong, Ho, Imoto, Seiya, Katayama, Kazuhiko, Fukunaga, Koichi, Kitagawa, Yuko, Sato, Toshiro, Hasegawa, Naoki, Kumanogoh, Atsushi, Kimura, Akinori, Ai, Masumi, Tokunaga, Katsushi, Kanai, Takanori, Miyano, Satoru, Ogawa, Seishi, Edahiro, Ryuya, Sonehara, Kyuto, Shirai, Yuya, Ishii, Makoto, Kabata, Hiroki, Masaki, Katsunori, Kamata, Hirofumi, Ikemura, Shinnosuke, Chubachi, Shotaro, Okamori, Satoshi, Terai, Hideki, Tanaka, Hiromu, Morita, Atsuho, Lee, Ho, Asakura, Takanori, Sasaki, Junichi, Morisaki, Hiroshi, Uwamino, Yoshifumi, Nanki, Kosaku, Mikami, Yohei, Tomono, Kazunori, Kato, Kazuto, Matsuda, Fumihiko, Takahashi, Meiko, Hizawa, Nobuyuki, Takeda, Yoshito, Hirata, Haruhiko, Shiroyama, Takayuki, Miyawaki, Satoru, Suzuki, Ken, Maeda, Yuichi, Nii, Takuro, Noda, Yoshimi, Niitsu, Takayuki, Adachi, Yuichi, Enomoto, Takatoshi, Amiya, Saori, Hara, Reina, Takahashi, Kunihiko, Anzai, Tatsuhiko, Hasegawa, Takanori, Ito, Satoshi, Koike, Ryuji, Endo, Akifumi, Uchimura, Yuji, Miyazaki, Yasunari, Honda, Takayuki, Tateishi, Tomoya, Tohda, Shuji, Ichimura, Naoya, Sonobe, Kazunari, Sassa, Chihiro, Nakajima, Jun, Nannya, Yasuhito, Omae, Yosuke, Takahashi, Kazuhisa, Harada, Norihiro, Hiki, Makoto, Takagi, Haruhi, Nakamura, Ai, Tagaya, Etsuko, Kawana, Masatoshi, Arimura, Ken, Ishiguro, Takashi, Takayanagi, Noboru, Isono, Taisuke, Takaku, Yotaro, Takano, Kenji, Anan, Ryusuke, Nakajima, Yukiko, Nakano, Yasushi, Nishio, Kazumi, Ueda, Soichiro, Hayashi, Reina, Tateno, Hiroki, Hase, Isano, Yoshida, Shuichi, Suzuki, Shoji, Mitamura, Keiko, Saito, Fumitake, Ueda, Tetsuya, Azuma, Masanori, Nagasaki, Tadao, Yasui, Yoshinori, Hasegawa, Yoshinori, Mutoh, Yoshikazu, Yoshiyama, Takashi, Shoko, Tomohisa, Kojima, Mitsuaki, Adachi, Tomohiro, Ishikawa, Motonao, Takahashi, Kenichiro, Watanabe, Kazuyoshi, Manabe, Tadashi, Ito, Fumimaro, Fukui, Takahiro, Funatsu, Yohei, Koh, Hidefumi, Hirai, Yoshihiro, Kawashima, Hidetoshi, Narita, Atsuya, Niwa, Kazuki, Sekikawa, Yoshiyuki, Saito, Fukuki, Yoshiya, Kazuhisa, Yoshihara, Tomoyuki, Suzuki, Yusuke, Nakayama, Sohei, Masuzawa, Keita, Nishi, Koichi, Nishitsuji, Masaru, Tani, Maiko, Inoue, Takashi, Hirano, Toshiyuki, Kobayashi, Keigo, Miyazawa, Naoki, Kimura, Yasuhiro, Sado, Reiko, Ogura, Takashi, Kitamura, Hideya, Murohashi, Kota, Nakachi, Ichiro, Baba, Rie, Arai, Daisuke, Fuke, Satoshi, Saito, Hiroshi, Kuwahara, Naota, Fujiwara, Akiko, Okada, Takenori, Baba, Tomoya, Noda, Junya, Mashimo, Shuko, Yagi, Kazuma, Shiomi, Tetsuya, Hashiguchi, Mizuha, Odani, Toshio, Mochimaru, Takao, Oyamada, Yoshitaka, Mori, Nobuaki, Izumi, Namiki, Nagata, Kaoru, Taki, Reiko, Murakami, Koji, Yamada, Mitsuhiro, Sugiura, Hisatoshi, Hayashi, Kentaro, Shimizu, Tetsuo, Gon, Yasuhiro, Fujitani, Shigeki, Tsuchida, Tomoya, Yoshida, Toru, Kagaya, Takashi, Kita, Toshiyuki, Sakagami, Satoru, Kimizuka, Yoshifumi, Kawana, Akihiko, Nakamura, Yoshihiko, Ishikura, Hiroyasu, Takata, Tohru, Kikuchi, Takahide, Taniyama, Daisuke, Nakamura, Morio, Kodama, Nobuhiro, Kaneyama, Yasunari, Maeda, Shunsuke, Nagasaki, Yoji, Okamoto, Masaki, Ishihara, Sayoko, Ito, Akihiro, Chihara, Yusuke, Takeuchi, Mayumi, Onoi, Keisuke, Hashimoto, Naozumi, Wakahara, Keiko, Ando, Akira, Masuda, Makoto, Wakabayashi, Aya, Watanabe, Hiroki, Sageshima, Hisako, Nakada, Taka-Aki, Abe, Ryuzo, Shimada, Tadanaga, Kawamura, Kodai, Ichikado, Kazuya, Nishiyama, Kenta, Yamasaki, Masaki, Hashimoto, Satoru, Kusaka, Yu, Ohba, Takehiko, Isogai, Susumu, Takada, Minoru, Kanda, Hidenori, Komase, Yuko, Sano, Fumiaki, Asano, Koichiro, Oguma, Tsuyoshi, Harada, Masahiro, Takahashi, Takeshi, Shibusawa, Takayuki, Abe, Shinji, Kono, Yuta, Togashi, Yuki, Izumo, Takehiro, Inomata, Minoru, Awano, Nobuyasu, Ogawa, Shinichi, Ogata, Tomouki, Ishihara, Shoichiro, Kanehiro, Arihiko, Ozaki, Shinji, Fuchimoto, Yasuko, Kitagawa, Yuichiro, Yoshida, Shozo, Ogura, Shinji, Nishiyama, Kei, Yoshida, Kousuke, Beppu, Satoru, Fukuyama, Satoru, Eriguchi, Yoshihiro, Yonekawa, Akiko, Inoue, Yoshiaki, Yamagata, Kunihiro, Chiba, Shigeru, Narumoto, Osamu, Nagai, Hideaki, Ooshima, Nobuharu, Motegi, Mitsuru, Sagara, Hironori, Tanaka, Akihiko, Ohta, Shin, Shibata, Yoko, Tanino, Yoshinori, Sato, Yuki, Yamada, Yuichiro, Hashino, Takuya, Shinoki, Masato, Iwagoe, Hajime, Imamura, Tomonori, Umeda, Akira, Shimada, Hisato, Endo, Mayu, Hayashi, Shinichi, Takahashi, Mai, Nakano, Shigefumi, Yatomi, Masakiyo, Maeno, Toshitaka, Ishii, Tomoo, Utsugi, Mitsuyoshi, Ono, Akihiro, Kanaoka, Kensuke, Ihara, Shoichi, Komuta, Kiyoshi, Boezen, Marike, Claringbould, Annique, Lopera, Esteban, Warmerdam, Robert, Vonk, Judith. M., van Blokland, Irene, Lanting, Pauline, Ori, Anil P. S., Obeidat, Ma’En, Hernández Cordero, Ana I., Sin, Don D., Bossé, Yohan, Joubert, Philippe, Hao, Ke, Nickle, David, Timens, Wim, van den Berge, Maarten, Feng, Yen-Chen Anne, Mercader, Josep, Weiss, Scott T., Karlson, Elizabeth W., Smoller, Jordan W., Murphy, Shawn N., Meigs, James B., Woolley, Ann E., Green, Robert C., Perez, Emma F., Zöllner, Sebastian, Wang, Jiongming, Beck, Andrew, Sloofman, Laura G., Ascolillo, Steven, Sebra, Robert P., Collins, Brett L., Levy, Te, Sealfon, Stuart C., Jordan, Daniel M., Thompson, Ryan C., Gettler, Kyle, Chaudhary, Kumardeep, Belbin, Gillian M., Preuss, Michael, Hoggart, Clive, Choi, Sam, Underwood, Slayton J., Salib, Irene, Britvan, Bari, Keller, Katherine, Tang, Lara, Peruggia, Michael, Hiester, Liam L., Niblo, Kristi, Aksentijevich, Alexandra, Labkowsky, Alexander, Karp, Avromie, Zlatopolsky, Menachem, Zyndorf, Marissa, Charney, Alexander W., Beckmann, Noam D., Schadt, Eric E., Abul-Husn, Noura S., Cho, Judy H., Itan, Yuval, Kenny, Eimear E., Loos, Ruth J. F., Nadkarni, Girish N., Do, Ron, O’Reilly, Paul, Huckins, Laura M., Ferreira, Manuel A. R., Abecasis, Goncalo R., Leader, Joseph B., Cantor, Michael N., Justice, Anne E., Carey, Dave J., Chittoor, Geetha, Josyula, Navya Shilpa, Kosmicki, Jack A., Horowitz, Julie E., Baras, Ari, Gass, Matthew C., Yadav, Ashish, Mirshahi, Tooraj, Jan Hottenga, Jouke, Bartels, Meike, de Geus, Eco J. C., Nivard, Michel G., Verma, Anurag, Ritchie, Marylyn D., Rader, Daniel, Li, Binglan, Verma, Shefali S., Lucas, Anastasia, Bradford, Yuki, Zara, Federico, Salpietro, Vincenzo, Scala, Marcello, Iacomino, Michele, Scudieri, Paolo, Bocciardi, Renata, Minetti, Carlo, Riva, Antonella, Vari, Maria Stella, Rahier, Jean-Françoi, Giorgio, Elisa, Carli, Diana, Louis, Edouad, Bulik, Cynthia M., Landén, Mikael, Brusco, Alfredo, Ferrero, Giovanni Battista, Madia, Francesca, Fundín, Bengt, Ismail, Said I., Saad, Chadi, Al-Sarraj, Yaser, Badji, Radja Messai, Al-Muftah, Wadha, Al Thani, Asma, Afifi, Nahla, Klovins, Jani, Rovite, Vita, Rescenko, Raimond, Peculis, Raiti, Ustinova, Monta, Zeberg, Hugo, Frithiof, Robert, Hultström, Michael, Lipcsey, Miklo, Johnson, Ruth, Geschwind, Daniel H., Freimer, Nelson, Butte, Manish J., Ding, Yi, Chiu, Alec, Chang, Timothy S., Boutros, Paul, Moutsianas, Louka, Caulfield, Mark J., Scott, Richard H., Walker, Susan, Stuckey, Alex, Odhams, Christopher A., Rhodes, Daniel, Fowler, Tom, Rendon, Augusto, Chan, Georgia, Arumugam, Prabhu, Karczewski, Konrad J., Wilson, Daniel J., Spencer, Chris A., Crook, Derrick W., Wyllie, David H., O’Connell, Anne Marie, Atkinson, Elizabeth G., Tsuo, Kristin, Baya, Nikola, Turley, Patrick, Gupta, Rahul, Walters, Raymond K., Palmer, Duncan S., Sarma, Gopal, Cheng, Nathan, Lu, Wenhan, Churchhouse, Claire, Goldstein, Jacqueline I., King, Daniel, Seed, Cotton, Daly, Mark J., Bryant, Sam, Satterstrom, F. Kyle, Band, Gavin, Earle, Sarah G., Lin, Shang-Kuan, Arning, Nicola, Armstrong, Jacob, Rudkin, Justine K., Callier, Shawneequa, Cusick, Caroline, Soranzo, Nicole, Zhao, Jing Hua, Danesh, John, Di Angelantonio, Emanuele, Butterworth, Adam S., Sun, Yan V., Huffman, Jennifer E., Cho, Kelly, O’Donnell, Christopher J., Tsao, Phil, Gaziano, J. Michael, Peloso, Gina, Ho, Yuk-Lam, Mian, Michael, Scaggiante, Federica, Chang, Xiao, Glessner, Joseph R., Hakonarson, Hakon, Mcguigan, Peter J., Prockter Moore, Luke Stephen, Vizcaychipi, Marcela Paola, Hall, Kathryn, Campbell, Andy, Nichol, Ailstair, Ward, Geraldine, Page, Valerie Joan, Semple, Malcolm G., Adeniji, Kayode, Agranoff, Daniel, Agwuh, Ken, Ail, Dhiraj, Aldera, Erin L., Alegria, Ana, Angus, Brian, Ashish, Abdul, Atkinson, Dougal, Bari, Shahedal, Barlow, Gavin, Barnass, Stella, Barrett, Nichola, Bassford, Christopher, Basude, Sneha, Baxter, David, Beadsworth, Michael, Bernatoniene, Jolanta, Berridge, John, Best, Nicola, Bothma, Pieter, Chadwick, David, Brittain-Long, Robin, Bulteel, Naomi, Burden, Tom, Burtenshaw, Andrew, Caruth, Vikki, Chambler, Duncan, Chee, Nigel, Child, Jenny, Chukkambotla, Srikanth, Clark, Tom, Collini, Paul, Cosgrove, Catherine, Cupitt, Jason, Cutino-Moguel, Maria-Teresa, Dark, Paul, Dawson, Chri, Dervisevic, Samir, Donnison, Phil, Douthwaite, Sam, Drummond, Andrew, Durand, Ingrid, Dushianthan, Ahilanadan, Dyer, Tristan, Evans, Cariad, Eziefula, Chi, Fegan, Christopher, Finn, Adam, Fullerton, Duncan, Garg, Sanjeev, Garg, Atul, Gkrania-Klotsas, Effrossyni, Godden, Jo, Goldsmith, Arthur, Graham, Clive, Hardy, Elaine, Hartshorn, Stuart, Harvey, Daniel, Havalda, Peter, Hawcutt, Daniel B., Hobrok, Maria, Hodgson, Luke, Hormis, Anil, Jacobs, Michael, Jain, Susan, Jennings, Paul, Kaliappan, Agilan, Kasipandian, Vidya, Kegg, Stephen, Kelsey, Michael, Kendall, Jason, Kerrison, Caroline, Kerslake, Ian, Koch, Oliver, Koduri, Gouri, Koshy, George, Laha, Shondipon, Laird, Steven, Larkin, Susan, Leiner, Tama, Lillie, Patrick, Limb, Jame, Linnett, Vanessa, Little, Jeff, Lyttle, Mark, Macmahon, Michael, Macnaughton, Emily, Mankregod, Ravish, Masson, Huw, Matovu, Elijah, Mccullough, Katherine, Mcewen, Ruth, Meda, Manjula, Mills, Gary H., Minton, Jane, Ward, Karl, Mirfenderesky, Mariyam, Mohandas, Kavya, Mok, Quen, Moon, Jame, Moore, Elinoor, Morgan, Patrick, Morris, Craig, Mortimore, Katherine, Moses, Samuel, Mpenge, Mbiye, Mulla, Rohinton, Murphy, Michael, Nagel, Megan, Nagarajan, Thapa, Nelson, Mark, O’Shea, Matthew K., Otahal, Igor, Ostermann, Marlie, Pais, Mark, Panchatsharam, Selva, Papakonstantinou, Danai, Paraiso, Hassan, Patel, Brij, Pattison, Natalie, Pepperell, Justin, Peters, Mark, Phull, Mandeep, Pintus, Stefania, Pooni, Jagtur Singh, Post, Frank, Price, David, Prout, Rachel, Rae, Nikola, Reschreiter, Henrik, Reynolds, Tim, Richardson, Neil, Roberts, Mark, Roberts, Devender, Rose, Alistair, Rousseau, Guy, Ryan, Brendan, Saluja, Taranprit, Shah, Aarti, Shanmuga, Prad, Sharma, Anil, Shawcross, Anna, Sizer, Jeremy, Shankar-Hari, Manu, Smith, Richard, Snelson, Catherine, Spittle, Nick, Staines, Nikki, Stambach, Tom, Stewart, Richard, Subudhi, Pradeep, Szakmany, Tama, Tatham, Kate, Thomas, Jo, Thompson, Chri, Thompson, Robert, Tridente, Ascanio, Tupper-Carey, Darell, Twagira, Mary, Ustianowski, Andrew, Vallotton, Nick, Vincent-Smith, Lisa, Visuvanathan, Shico, Vuylsteke, Alan, Waddy, Sam, Wake, Rachel, Walden, Andrew, Welters, Ingeborg, Whitehouse, Tony, Whittaker, Paul, Whittington, Ashley, Papineni, Padmasayee, Wijesinghe, Meme, Williams, Martin, Wilson, Lawrence, Cole, Sarah, Winchester, Stephen, Wiselka, Martin, Wolverson, Adam, Wooton, Daniel G., Workman, Andrew, Yates, Bryan, Young, Peter, Beale, Rupert, Bretherick, Andrew D., Clohisey, Sara, Fourman, Max Head, Furniss, Jame, Gountouna, Elvina, Grimes, Graeme, Haley, Chri, Harrison, David, Hayward, Caroline, Keating, Sean, Klaric, Lucija, Klenerman, Paul, Law, Andy, Meynert, Alison M., Millar, Jonathan, Pairo-Castineira, Erola, Parkinson, Nichola, Ponting, Chris P., Porteous, David J., Rawlik, Konrad, Richmond, Anne, Rowan, Kathy, Russell, Clark D., Shen, Xia, Shih, Barbara, Tenesa, Albert, Vitart, Veronique, Wang, Bo, Wilson, James F., Wu, Yang, Yang, Jian, Yang, Zhijian, Zechner, Marie, Zhai, Ranran, Zheng, Chenqing, Norman, Lisa, Pius, Riinu, Drake, Thomas M., Fairfield, Cameron J., Knight, Stephen R., Mclean, Kenneth A., Murphy, Derek, Shaw, Catherine A., Dalton, Jo, Girvan, Michelle, Saviciute, Egle, Roberts, Stephanie, Harrison, Janet, Marsh, Laura, Connor, Marie, Halpin, Sophie, Jackson, Clare, Gamble, Carrol, Leeming, Gary, Law, Andrew, Wham, Murray, Hendry, Ro, Scott-Brown, Jame, Begg, Colin, Hinds, Charle, Wai Ho, Antonia Ying, Horby, Peter W., Knight, Julian, Ling, Lowell, Maslove, David, Mcauley, Danny, Montgomery, Hugh, Nichol, Alistair, Openshaw, Peter J. M., Summers, Charlotte, Walsh, Timothy, Armstrong, Lisa, Bates, Hayley, Dooks, Emma, Farquhar, Fiona, Hairsine, Brigid, Mcparland, C., Packham, Sophie, Alldis, Zoe, Astin-Chamberlain, Raine, Bibi, Fatima, Biddle, Jack, Blow, Sarah, Bolton, Matthew, Borra, Catherine, Bowles, Ruth, Burton, Maudrian, Choudhury, Yasmin, Collier, David, Cox, Amber, Easthope, Amy, Ebano, Patrizia, Fotiadis, Stavro, Gurasashvili, Jana, Halls, Rosslyn, Hartridge, Pippa, Kallon, Delordson, Kassam, Jamila, Lancoma-Malcolm, Ivone, Matharu, Maninderpal, May, Peter, Mitchelmore, Oliver, Newman, Tabitha, Patel, Mital, Pheby, Jane, Pinzuti, Irene, Prime, Zoe, Prysyazhna, Oleksandra, Shiel, Julian, Taylor, Melanie, Tierney, Carey, Wood, Suzanne, Zak, Anne, Zongo, Olivier, Forsey, Miranda, Nicholson, Anne, Riches, Joanne, Vertue, Mark, Wasson, Christopher, Finn, Stephanie, Green, Jackie, Collins, Erin, King, Bernadette, Grauslyte, Lina, Hussain, Musarat, Pogreban, Tatiana, Rosaroso, Lace, Salciute, Erika, Franke, George, Wong, Joanna, George, Aparna, Akeroyd, Louise, Bano, Shereen, Bromley, Matt, Gurr, Lucy, Lawton, Tom, Morgan, Jame, Sellick, Kirsten, Warren, Deborah, Wilkinson, Brian, Mcgowan, Janet, Ledgard, Camilla, Stacey, Amelia, Pye, Kate, Bellwood, Ruth, Bentley, Michael, Loosley, Ronda, Mcguinness, Heather, Tench, Helen, Wolf-Roberts, Rebecca, Gibson, Sian, Lyle, Amanda, Mcneela, Fiona, Radhakrishnan, Jayachandran, Hughes, Alistair, Ali, Asifa, Brady, Megan, Dale, Sam, Dance, Annalisa, Gledhill, Lisa, Greig, Jill, Hanson, Kathryn, Holdroyd, Kelly, Home, Marie, Kelly, Diane, Kitson, Ro, Matapure, Lear, Melia, Deborah, Mellor, Samantha, Nortcliffe, Tonicha, Pinnell, Jez, Robinson, Matthew, Shaw, Lisa, Shaw, Ryan, Thomis, Lesley, Wilson, Alison, Wood, Tracy, Bayo, Lee-Ann, Merwaha, Ekta, Ishaq, Tahira, Hanley, Sarah, Antcliffe, David, Banach, Dorota, Brett, Stephen, Coghlan, Phoebe, Fernandez, Ziortza, Gordon, Anthony, Rojo, Roceld, Arias, Sonia Sousa, Templeton, Maie, Jha, Rajeev, Krishnamurthy, Vinodh, Lim, Lai, Bi, Rehana, Scholefield, Barney, Ashton, Lydia, Williams, Alison, Cheyne, Claire, Saunderson, Anne, Allan, Angela, Anderson, Felicity, Kaye, Callum, Liew, Jade, Medhora, Jasmine, Scott, Teresa, Trumper, Erin, Botello, Adriana, Polgarova, Petra, Stroud, Katerina, Meaney, Eoghan, Jones, Megan, Ng, Anthony, Agrawal, Shruti, Pathan, Nazima, White, Deborah, Daubney, Esther, Elston, Kay, Parker, Robert, Reddy, Amie, Turner-Bone, Ian, Wilding, Laura, Harding, Peter, Jacob, Reni, Jones, Cathy, Denmade, Craig, Croft, Maria, White, Ian, Lim, Li, Griffin, Denise, Muchenje, Nycola, Mupudzi, Mcdonald, Partridge, Richard, Conyngham, Jo-Anna, Thomas, Rachel, Wright, Mary, Corral, Maria Alvarez, Bastion, Victoria, Clarke, Daphene, David, Beena, Kent, Harriet, Lorusso, Rachel, Lubimbi, Gamu, Murdoch, Sophie, Penacerrada, Melchizedek, Thomas, Alastair, Valentine, Jennifer, Vochin, Ana, Wulandari, Retno, Djeugam, Brice, Dawson, Joy, Garrioch, Sweyn, Tolson, Melanie, Aldridge, Jonathan, de Almeida Martins, Laura Gome, Carungcong, Jaime, Beavis, Sarah, Dale, Katie, Gascoyne, Rachel, Hawes, Joanne, Pritchard, Kelly, Stevenson, Lesley, Whileman, Amanda, Cowley, Anne, Highgate, Judith, Crawley, Rikki, Crew, Abigail, Cunningham, Mishell, Daniels, Allison, Harrison, Laura, Hope, Susan, Inweregbu, Ken, Jones, Sian, Lancaster, Nicola, Matthews, Jamie, Nicholson, Alice, Wray, Gemma, Benham, Leonie, Bradshaw, Zena, Brown, Joanna, Caswell, Melanie, Melling, Sarah, Preston, Stephen, Slawson, Nicola, Stoddard, Emma, Warden, Scott, Combes, Edward, Joefield, Teishel, Monnery, Sonja, Beech, Valerie, Trotman, Sallyanne, Hopkins, Bridget, Scriven, Jame, Thrasyvoulou, Laura, Willis, Heather, Anderson, Susan, Birch, Janine, Collins, Emma, Hammerton, Kate, O’Leary, Ryan, Abernathy, Caroline, Foster, Louise, Gratrix, Andrew, Martinson, Vicky, Parkinson, Priyai, Stones, Elizabeth, Carbral-Ortega, Llucia, Kapoor, Ritoo, Loader, David, Castle, Karen, Brandwood, Craig, Smith, Lara, Clark, Richard, Birchall, Katie, Kolakaluri, Laurel, Baines, Deborah, Sukumaran, Anila, Mapfunde, Isheunesu, Meredith, Megan, Morris, Lucy, Ryan, Lucy, Clark, Amy, Sampson, Julia, Peters, Cecilia, Dent, Martin, Langley, Margaret, Ashraf, Saima, Wei, Shuying, Andrew, Angela, Chablani, Manish, Kirkby, Amy, Netherton, Kimberley, Bates, Michelle, Dasgin, Jo, Gill, Jaspret, Nilsson, Annette, Apetri, Elena, Basikolo, Cathrine, Blackledge, Bethan, Catlow, Laura, Charles, Bethan, Doonan, Reece, Harris, Jade, Harvey, Alice, Horner, Daniel, Knowles, Karen, Lee, Stephanie, Lomas, Diane, Lyons, Chloe, Marsden, Tracy, Mclaughlan, Danielle, Mcmorrow, Liam, Pendlebury, Jessica, Perez, Jane, Poulaka, Maria, Proudfoot, Nicola, Slaughter, Melanie, Slevin, Kathryn, Thomas, Vicky, Walker, Danielle, Michael, Angiy, Collis, Matthew, Clark, Martyn, Coulding, Martina, Jude, Edward, Mccormick, Jacqueline, Mercer, Oliver, Potla, Darsh, Rehman, Hafiz, Savill, Heather, Turner, Victoria, Davey, Miriam, Golden, David, Seaman, Rebecca, Hunt, Jodie, Dearden, Joy, Dobson, Emma, Mulcahy, Michelle, Munt, Sheila, O’Connor, Grainne, Philbin, Jennifer, Rishton, Chloe, Tully, Redmond, Winnard, Sarah, Cagova, Lenka, Fofano, Adama, Garner, Lucie, Holcombe, Helen, Mepham, Sue, Mitchell, Alice Michael, Mwaura, Lucy, Praman, K., Vuylsteke, Alain, Zamikula, Julie, Bercades, Georgia, Brealey, David, Hass, Ingrid, Maccallum, Niall, Martir, Glady, Raith, Eamon, Reyes, Anna, Smyth, Deborah, Taylor, Abigail, Hughes, Rachel Anne, Thomas, Helen, Rees, Alun, Duskova, Michaela, Phipps, Janet, Brooks, Suzanne, Edwards, Michelle, Alexander, Peter, Allen, Schvearn, Bradley-Potts, Joanne, Brantwood, Craig, Egan, Jasmine, Felton, Timothy, Padden, Grace, Ward, Luke, Moss, Stuart, Glasgow, Susannah, Beesley, Kate, Board, Sarah, Kubisz-Pudelko, Agnieszka, Lewis, Alison, Perry, Je, Pippard, Lucy, Wood, Di, Buckley, Clare, Brown, Alison, Gregory, Jane, O’Connell, Susan, Smith, Tim, Belagodu, Zakaula, Fuller, Bridget, Gherman, Anca, Olufuwa, Olumide, Paramsothy, Remi, Stuart, Carmel, Oakley, Naomi, Kamundi, Charlotte, Tyl, David, Collins, Katy, Silva, Pedro, Taylor, June, King, Laura, Coates, Charlotte, Crowley, Maria, Wakefield, Phillipa, Beadle, Jane, Johnson, Laura, Sargeant, Janet, Anderson, Madeleine, Jardine, Catherine, Williams, Dewi, Parris, Victoria, Quaid, Sheena, Watson, Ekaterina, Melville, Julie, Naisbitt, Jay, Joseph, Rosane, Lazo, Maria, Walton, Olivia, Neal, Alan, Hill, Michaela, Kannan, Thogulava, Wild, Laura, Allan, Elizabeth, Darlington, Kate, Davies, Ffyon, Easton, Jack, Kumar, Sumit, Lean, Richard, Menzies, Daniel, Pugh, Richard, Qiu, Xinyi, Davies, Llino, Williams, Hannah, Scanlon, Jeremy, Davies, Gwyneth, Mackay, Callum, Lewis, Joannne, Rees, Stephanie, Coetzee, Samantha, Gales, Alistair, Raj, Meena, Sell, Craig, Langton, Helen, Watters, Malcolm, Novis, Catherine, Arbane, Gill, Bociek, Aneta, Campos, Sara, Grau, Neu, Jones, Tim Owen, Lim, Rosario, Marotti, Martina, Whitton, Christopher, Barron, Anthony, Collins, Ciara, Kaul, Sundeep, Passmore, Heather, Prendergast, Claire, Reed, Anna, Rogers, Paula, Shokkar, Rajvinder, Woodruff, Meriel, Middleton, Hayley, Polgar, Oliver, Nolan, Claire, Thwaites, Vicky, Mahay, Kanta, Sri-Chandana, Chunda, Scherewode, Joslan, Stephenson, Lorraine, Marsh, Sarah, Bancroft, Hollie, Bellamy, Mary, Carmody, Margaret, Daglish, Jacqueline, Moore, Faye, Rhodes, Joanne, Sangombe, Mirriam, Kadiri, Salma, Ayers, Amanda, Harrison, Wendy, North, Julie, Cavazza, Anna, Cockrell, Maeve, Corcoran, Eleanor, Depante, Maria, Finney, Clare, Jerome, Ellen, Mcphail, Mark, Nayak, Monalisa, Noble, Harriet, O’Reilly, Kevin, Pappa, Evita, Saha, Rohit, Saha, Sian, Smith, John, Knighton, Abigail, Gill, Mandy, Paul, Paul, Ratnam, Valli, Shelton, Sarah, Wynter, Inez, Baptista, David, Crowe, Rebecca, Fernandes, Rita, Herdman-Grant, Rosaleen, Joseph, Anna, Loveridge, Adam, Mckenley, India, Morino, Eriko, Naranjo, Andre, Simms, Richard, Sollesta, Kathryn, Swain, Andrew, Venkatesh, Harish, Khera, Jacyntha, Fox, Jonathan, Barber, Russell, Hewitt, Claire, Hilldrith, Annette, Jackson-Lawrence, Karen, Shepardson, Sarah, Wills, Maryanne, Butler, Susan, Tavares, Silvia, Cunningham, Amy, Hindale, Julia, Arif, Sarwat, George, Linsha, Twiss, Sophie, Wright, David, Holland, Maureen, Keenan, Natalie, Lyons, Marc, Wassall, Helen, Marsh, Chri, Mahenthran, Mervin, Carter, Emma, Kong, Thoma, Adanini, Oluronke, Bhatia, Nikhil, Msiska, Maine, Mew, Louise, Mwaura, Esther, Williams, Felicity, Wren, Lynn, Sutherland, Sara-Beth, Battle, Ceri, Brinkworth, Elaine, Harford, Rachel, Murphy, Carl, Newey, Luke, Rees, Tabitha, Williams, Marie, Arnold, Sophie, Hardy, John, Houlden, Henry, Moncur, Eleanor, Tariq, Ambreen, Tucci, Arianna, Convery, Karen, Fottrell-Gould, Deirdre, Hudig, Lisa, Keshet-Price, Jocelyn, Randell, Georgina, Stammers, Katie, Abdelrazik, Marwa, Bakthavatsalam, Dhanalakshmi, Elhassan, Munzir, Ganesan, Arunkumar, Haldeos, Anne, Moreno-Cuesta, Jeronimo, Purohit, Dharam, Vincent, Rachel, Xavier, Kugan, Rohit, Kumar, Alasdair, Frater, Saleem, Malik, David, Carter, Jenkins, Samuel, Lamond, Zoe, Wall, Alanna, Reynolds, Jessica, Campbell, Helen, Thompsom, Maria, Dodds, Steve, Duffy, Stacey, Butcher, Deborah, O’Sullivan, Susie, Butterworth-Cowin, Nicola, Deacon, Bethan, Hibbert, Meg, Pothecary, Carla, Tetla, Dariusz, Woodford, Christopher, Durga, Latha, Kennard-Holden, Gareth, de Gordoa, Laura Ortiz-Ruiz, Peasgood, Emily, Phillips, Claire, Skinner, Denise, Gaylard, Jane, Mullan, Dee, Newman, Julie, Davies, Ellie, Roche, Lisa, Sathe, Sonia, Brimfield, Lutece, Daly, Zoe, Pogson, David, Rose, Steve, Collins, Amy, Khaliq, Waqa, Gude, Estefania Treu, Allen, Louise, Beranova, Eva, Crisp, Nikki, Deery, Joanne, Hazelton, Tracy, Knight, Alicia, Price, Carly, Tilbey, Sorrell, Turki, Salah, Turney, Sharon, Giles, Julian, Booth, Simon, Bell, Gillian, English, Katy, Katary, Amro, Wilcox, Louise, Campbell, Rachael, Clarke, Noreen, Whiteside, Jonathan, Mascarenhas, Mairi, Donaldson, Avril, Matheson, Joanna, Barrett, Fiona, O’Hara, Marianne, O’Keefe, Laura, Bradley, Clare, Collier, Dawn, Walker, Rachel, Maynard, Victoria, Patel, Tahera, Smith, Matthew, Kazi, Aayesha, Hartley, Janice, Dykes, Joseph, Hijazi, Muhammad, Keith, Sarah, Khan, Meherunnisa, Ryan-Smith, Janet, Springle, Philippa, Thomas, Jacqueline, Truman, Nick, Saad, Samuel, Coleman, Dabheoc, Fine, Christopher, Matt, Roseanna, Gay, Bethan, Dalziel, Jack, Ali, Syamlan, Goodchild, Drew, Harling, Rhiannan, Bhatterjee, Ravi, Goddard, Wendy, Davison, Chloe, Duberly, Stephen, Hargreaves, Jeanette, Bolton, Rachel, Verlander, Mark, Williams, Alexandra, Blackman, Helen, Creagh-Brown, Ben, Donlon, Sinead, Michalak-Glinska, Natalia, Mtuwa, Sheila, Pristopan, Veronika, Salberg, Armorel, Smith, Eleanor, Stone, Sarah, Piercy, Charle, Verula, Jerik, Burda, Dorota, Montaser, Rugia, Harden, Lesley, Mayangao, Irving, Marriott, Cheryl, Bradley, Paul, Harris, Celia, Cooper, Joshua, Finch, Cheryl, Liderth, Sarah, Quinn, Alison, Waddington, Natalia, Fidler, Katy, Tagliavini, Emma, Donnelly, Kevin, Abel, Lynn, Brett, Michael, Digby, Brian, Gemmell, Lisa, Hornsby, Jame, Macgoey, Patrick, O’Neil, Pauline, Price, Richard, Rodden, Natalie, Rooney, Kevin, Sundaram, Radha, Thomson, Nicola, Flanagan, Rebecca, Hughes, Gareth, Latham, Scott, Mckenna, Emma, Anderson, Jennifer, Hull, Robert, Rhead, Kat, Branney, Debbie, Frankham, Jordan, Pitts, Sally, White, Nigel, Cristiano, Daniele, Dormand, Natalie, Farzad, Zohreh, Gummadi, Mahitha, Liyanage, Kamal, Patel, Brijesh V., Salmi, Sara, Sloane, Geraldine, Varghese, Mathew, Zborowski, Anelise C., Bean, Sarah, Burt, Karen, Spivey, Michael, Eastgate-Jackson, Christine, Filipe, Helder, Martin, Daniel, Maharajh, Amitaa, Garcia, Sara Mingo, De Neef, Mark, Lynch, Ceri, Howe, Gwenllian Sera, Singh, Jayaprakash, Turner, Keri, Ellis, Hannah, Stroud, Natalie, Cherian, Shiney, Cutler, Sean, Heron, Anne Emma, Roynon-Reed, Anna, Williams, Gemma, Richards, Owen, Cheema, Yusuf, Ahmad, Norfaizan, Barker, Joann, Bauchmuller, Kri, Bird, Sarah, Cawthron, Kay, Harrington, Kate, Jackson, Yvonne, Kibutu, Faith, Lenagh, Becky, Masuko, Shamiso, Raithatha, Ajay, Wiles, Matthew, Willson, Jayne, Newell, Helen, Lye, Alison, Nwafor, Lorenza, Jarman, Claire, Rowland-Jones, Sarah, Foote, David, Cole, Joby, Thompson, Roger, Watson, Jame, Hesseldon, Lisa, Macharia, Irene, Chetam, Luke, Smith, Jacqui, Ford, Amber, Anderson, Samantha, Birchall, Kathryn, Housley, Kay, Walker, Sara, Milner, Leanne, Hanratty, Helena, Trower, Helen, Phillips, Patrick, Oxspring, Simon, Donne, Ben, Bevan, Emily, Martin, Jane, Trodd, Dawn, Watson, Geoff, Brown, Caroline Wrey, Bunni, Lara, Jennings, Claire, Latif, Monica, Marshall, Rebecca, Subramanian, Gayathri, Bandla, Nageswar, Gellamucho, Minnie, Davies, Michelle, Thompson, Christopher, Trim, Fiona, Eapen, Beena, Ahmed, Cecilia, Baines, Balvinder, Clamp, Sarah, Colley, Julie, Haq, Risna, Hayes, Anne, Hulme, Jonathan, Hussain, Samia, Joseph, Sibet, Kumar, Rita, Maqsood, Zahira, Purewal, Manjit, Chandler, Ben, Elliott, Kerry, Mallinson, Janine, Turnbull, Alison, Dent, Kathy, Horsley, Elizabeth, Akhtar, Muhmmad Nauman, Pearson, Sandra, Potoczna, Dorota, Spencer, Sue, Blakemore, Hayley, Borislavova, Borislava, Faulkner, Beverley, Gendall, Emma, Goff, Elizabeth, Hayes, Kati, Thomas, Matt, Worner, Ruth, Smith, Kerry, Stephens, Deanna, Delgado, Carlos Castro, Dawson, Deborah, Ding, Lijun, Durrant, Georgia, Ezeobu, Obiageri, Farnell-Ward, Sarah, Harrison, Abiola, Kanu, Rebecca, Leaver, Susannah, Maccacari, Elena, Manna, Soumendu, Saluzzio, Romina Peperman, Queiroz, Joana, Samakomva, Tinashe, Sicat, Christine, Texeira, Joana, Da Gloria, Edna Fernande, Lisboa, Ana, Rawlins, John, Mathew, Jisha, Kinch, Ashley, Hurt, William Jame, Shah, Nirav, Clark, Victoria, Thanasi, Maria, Yun, Nikki, Patel, Kamal, Crickmore, Vikki, Debreceni, Gabor, Wilkins, Joy, Nicol, Liz, Burn, Iona, Hambrook, Geraldine, Manso, Katarina, Penn, Ruth, Shanmugasundaram, Pradeep, Tebbutt, Julie, Thornton, Danielle, Rostron, Anthony, Roy, Alistair, Woods, Lindsey, Cornell, Sarah, Wakinshaw, Fiona, Rogerson, Kimberley, Jarmain, Jordan, Anderson, Peter, Archer, Katie, Austin, Karen, Davis, Caroline, Durie, Alison, Kelsall, Olivia, Thrush, Jessica, Vigurs, Charlie, Wood, Hannah-Louise, Tranter, Helen, Harrison, Alison, Cowley, Nichola, Mcalindon, Michael, Digby, Stephen, Low, Emma, Morgan, Aled, Cother, Naiara, Rankin, Tobia, Clayton, Sarah, Mccurdy, Alex, Allibone, Suzanne, Mary-Genetu, Roman, Patel, Amit, Mac, Ainhi, Murphy, Anthony, Mahjoob, Parisa, Nazari, Roonak, Worsley, Lucy, Fagan, Andrew, Mohamed Ali, Inthakab Ali, Beaumont, Karen, Blunt, Mark, Coton, Zoe, Curgenven, Hollie, Elsaadany, Mohamed, Fernandes, Kay, Ally, Sameena Mohamed, Rangarajan, Harini, Sarathy, Varun, Selvanayagam, Sivarupan, Vedage, Dave, White, Matthew, Fernandez-Roman, Jaime, Hamilton, David O., Johnson, Emily, Johnston, Brian, Martinez, Maria Lopez, Mulla, Suleman, Shaw, David, Waite, Alicia A. C., Waugh, Victoria, Welters, Ingeborg D., Williams, Karen, Bemand, Thoma, Black, Ethel, Rosa, Arnold Dela, Howle, Ryan, Jhanji, Shaman, Baikady, Ravishankar Rao, Tatham, Kate Colette, Thomas, Benjamin, Halkes, Matthew, Mercer, Pauline, Thornton, Lorraine, West, Joe, Baird, Tracy, Ruddy, Jim, Reece-Anthony, Rosie, Birt, Mark, Cowton, Amanda, Kay, Andrea, Kent, Melanie, Potts, Kathryn, Wilkinson, Ami, Naylor, Suzanne, Brown, Ellen, Clark, Michele, Purvis, Sarah, Cole, Jade, Davies, Rhy, Duffin, Donna, Hill, Helen, Player, Ben, Thomas, Emma, Williams, Angharad, Beith, Claire Marie, Black, Karen, Clements, Suzanne, Morrison, Alan, Strachan, Dominic, Taylor, Margaret, Clarkson, Michelle, D’Sylva, Stuart, Norman, Kathryn, Coventry, Tina, Fowler, Susan, Mcgregor, Amanda, Brady, Ailbhe, Chan, Rebekah, Mcivor, Shane, Prady, Helena, Whittle, Helen, Mathew, Bijoy, Clapham, Melanie, Harper, Rosemary, Poultney, Una, Rice, Polly, Mutch, Rachel, Baird, Yolanda, Butler, Aaron, Chadbourn, Indra, Folkes, Linda, Fox, Heather, Gardner, Amy, Gomez, Raquel, Hobden, Gillian, King, Kirsten, Margarson, Michael, Martindale, Tim, Meadows, Emma, Raynard, Dana, Thirlwall, Yvette, Helm, David, Margalef, Jordi, Greer, Sandra, Shuker, Karen, Smuts, Sara, Duffield, Joseph, Smith, Oliver, Mallon, Lewi, Claire, Watkin, Birkinshaw, Isobel, Carter, Joseph, Howard, Kate, Ingham, Joanne, Joy, Rosie, Pearson, Harriet, Roche, Samantha, Scott, Zoe, Knights, Ellen, Price, Alicia, Thomas, Alice, Thorpe, Chri, Abraheem, Azmerelda, Bamford, Peter, Cawley, Kathryn, Dunmore, Charlie, Faulkner, Maria, Girach, Rumanah, Jeffrey, Helen, Jones, Rhianna, London, Emily, Nagra, Imrun, Nasir, Farah, Sainsbury, Hannah, Smedley, Clare, Khade, Reena, Sundar, Ashok, Tsinaslanidis, George, Behan, Teresa, Burnett, Caroline, Hatton, Jonathan, Heeney, Elaine, Mitra, Atideb, Newton, Maria, Pollard, Rachel, Stead, Rachael, Birch, Jenny, Bough, Laura, Goodsell, Josie, Tutton, Rebecca, Williams, Patricia, Williams, Sarah, Winter-Goodwin, Barbara, Auld, Fiona, Donnachie, Joanne, Edmond, Ian, Prentice, Lynn, Runciman, Nikole, Salutous, Dario, Symon, Lesley, Todd, Anne, Turner, Patricia, Short, Abigail, Sweeney, Laura, Murdoch, Euan, Senaratne, Dhaneesha, Burns, Karen, Higham, Andrew, Anderson, Taya, Hawcutt, Dan, O’Malley, Laura, Rad, Laura, Rogers, Naomi, Saunderson, Paula, Allison, Kathryn Sian, Afolabi, Deborah, Whitbread, Jennifer, Jones, Dawn, Dore, Rachael, Lankester, Liana, Nikitas, Nikita, Wells, Colin, Stowe, Bethan, Spencer, Kayleigh, Cathcart, Susanne, Duffy, Katharine, Puxty, Alex, Puxty, Kathryn, Turner, Lynne, Ireland, Jane, Semple, Gary, Barry, Peter, Hilltout, Paula, Evitts, Jayne, Tyler, Amanda, Waldron, Joanne, Irvine, Val, Shelley, Benjamin, Akinkugbe, Olugbenga, Bamford, Alasdair, Beech, Emily, Belfield, Holly, Bell, Michael, Davies, Charlene, Jones, Gareth A. L., Mchugh, Tara, Meghari, Hamza, O’Neill, Lauran, Peters, Mark J., Ray, Samiran, Tomas, Ana Luisa, Gorman, Claire, Gupta, Abhinav, Timlick, Elizabeth, Brady, Rebecca, Bonner, Stephen, Hugill, Keith, Jones, Jessica, Liggett, Steven, Bashyal, Archana, Davidson, Neil, Hutton, Paula, Mckechnie, Stuart, Wilson, Jean, Flint, Neil, Rekha, Patel, Hales, Dawn, Cruz, Carina, Gopal, Shameer, Harris, Nichola, Lake, Victoria, Metherell, Stella, Radford, Elizabeth, Clement, Ian, Patel, Bijal, Gulati, A., Hays, Carole, Webster, K., Hudson, Anne, Webster, Andrea, Stephenson, Elaine, Mccormack, Louise, Slater, Victoria, Nixon, Rachel, Hanson, Helen, Fearby, Maggie, Kelly, Sinead, Bridgett, Victoria, Robinson, Philip, Almaden-Boyle, Christine, Austin, Pauline, Cabrelli, Louise, Cole, Stephen, Casey, Matt, Chapman, Susan, Whyte, Clare, Brayne, Adam, Fisher, Emma, Hunt, Jane, Jackson, Peter, Kaye, Duncan, Love, Nichola, Parkin, Juliet, Tuckey, Victoria, van Koutrik, Lynne, Carter, Sasha, Andrew, Benedict, Findlay, Louise, Adams, Katie, Bruce, Michelle, Connolly, Karen, Duncan, Tracy, T. -Michael, Helen, Lindergard, Gabriella, Hey, Samuel, Fox, Claire, Alfonso, Jordan, Durrans, Laura Jayne, Guerin, Jacinta, Hruska, Martin, Eltayeb, Ayaa, Lamb, Thoma, Hodgkiss, Tracey, Cooper, Lisa, Rothwell, Joanne, Dennis, Catherine, Mcgregor, Alastair, Srikaran, Sinduya, Sukha, Anisha, Davies, Kim, O’Brien, Linda, Omar, Zohra, Perkins, Emma, Lewis, Tracy, Sutherland, Isobel, Brooke, Hollie, Buckley, Sarah, Suarez, Jose Cebrian, Charlesworth, Ruth, Hansson, Karen, Norris, John, Poole, Alice, Rose, Alastair, Sandhu, Rajdeep, Sloan, Brendan, Smithson, Elizabeth, Thirumaran, Muthu, Wagstaff, Veronica, Metcalfe, Alexandra, Camsooksai, Julie, Humphrey, Charlotte, Jenkins, Sarah, Wadams, Beverley, Death, Yasmin, Adams, Colene, Agasou, Anita, Arden, Tracie, Bowes, Amy, Boyle, Pauline, Beekes, Mandy, Button, Heather, Capps, Nigel, Carnahan, Mandy, Carter, Anne, Childs, Danielle, Donaldson, Denise, Hard, Kelly, Hurford, Fran, Hussain, Yasmin, Javaid, Ayesha, Jones, Jame, Jose, Sanal, Leigh, Michael, Martin, Terry, Millward, Helen, Motherwell, Nichola, Rikunenko, Rachel, Stickley, Jo, Summers, Julie, Ting, Louise, Tivenan, Helen, Tonks, Louise, Wilcox, Rebecca, Bokhari, Maria, Lucas, Rachael, Mccormick, Wendy, Ritzema, Jenny, Sanderson, Amanda, Wild, Helen, Baxter, Nicola, Henderson, Steven, Kennedy-Hay, Sophie, Mcparland, Christopher, Rooney, Laura, Sim, Malcolm, Mccreath, Gordan, Brunton, Mark, Caterson, Je, Coles, Holly, Frise, Matthew, Rai, Sabi Gurung, Keating, Liza, Tilney, Emma, Bartley, Shauna, Bhuie, Parminder, Downes, Charlotte, Holding, Kathleen, Riches, Katie, Hilton, Mary, Hayman, Mel, Subramanian, Deepak, Daniel, Priya, Zitter, Letizia, Benyon, Sarah, Marriott, Suzie, Park, Linda, Keenan, Samantha, Gordon, Elizabeth, Quinn, Helen, Baines, Kizzy, Andrew, Gillian, Barclay, Lucy, Callaghan, Marie, Clark, Sarah, Hope, Dave, Marshall, Lucy, Mcculloch, Corrienne, Briton, Kate, Singleton, Jo, Birch, Sophie, Simpson, Kerry, Craig, Jayne, Demetriou, Carrie, Eckbad, Charlotte, Hierons, Sarah, Howie, Lucy, Mitchard, Sarah, Ramos, Lidia, Serrano-Ruiz, Alfredo, White, Katie, Kelly, Fiona, Amin, Vishal, Anastasescu, Elena, Anumakonda, Vikram, Karthik, Komala, Kausar, Rizwana, Reid, Karen, Smith, Jacqueline, Imeson-Wood, Janet, Bellini, Arianna, Bryant, Jade, Mayer, Anton, Pickard, Amy, Roe, Nichola, Sowter, Jason, Howlett, Alex, Criste, Kristine, Cusack, Rebecca, Golder, Kim, Golding, Hannah, Jones, Oliver, Leggett, Samantha, Male, Michelle, Marani, Martyna, Prager, Kirsty, Williams, Toran, Roberts, Belinda, Salmon, Karen, Gondo, Prisca, Hadebe, B., Kayani, Abdul, Masunda, Bridgett, Ahmed, Ashar, Morris, Anna, Jakkula, Sriniva, Long, Kate, Whiteley, Simon, Wilby, Elizabeth, Ogg, Bethan, Moultrie, Sam, Odam, M., Bewley, Jeremy, Garland, Zoe, Grimmer, Lisa, Gumbrill, Bethany, Johnson, Rebekah, Sweet, Katie, Webster, Denise, Efford, Georgia, Bennett, Sara, Goodwin, Emma, Jackson, Matthew, Kent, Alissa, Tibke, Clare, Woodyatt, Wiesia, Zaki, Ahmed, Daniel, Amelia, Finn, Joanne, Saha, Rajnish, Bremmer, Pamela, Allan, J., Geary, T., Houston, Gordon, Meikle, A., O’Brien, P., Bell, Dina, Boyle, Rosalind, Douglas, Katie, Glass, Lynn, Lee, Emma, Lennon, Liz, Rattray, Austin, Charnock, Rob, Mcfarland, Denise, Cosgrove, Denise, Attwood, Ben, Parsons, Penny, Carmody, Siobhain, Oblak, Metod, Popescu, Monica, Thankachen, Mini, Baruah, Rosie, Morris, Sheila, Ferguson, Susie, Shepherd, Amy, Altabaibeh, Abdelhakim, Alvaro, Ana, Gilbert, Kayleigh, Ma, Louise, Mostoles, Loreta, Parmar, Chetan, Simpson, Kathryn, Jetha, Champa, Booker, Lauren, Pratley, Anezka, Cosier, Tracey, Millen, Gemma, Schumacher, Natasha, Weston, Heather, Rand, Jame, Alex, Beatrice, Bach, Benjamin, Barclay, Wendy S., Bogaert, Debby, Chand, Meera, Cooke, Graham S., Docherty, Annemarie B., Dunning, Jake, da Silva Filipe, Ana, Fletcher, Tom, Green, Christoper A., Harrison, Ewen M., Hiscox, Julian A., Ijaz, Samreen, Khoo, Saye, Lim, Wei Shen, Mentzer, Alexander J., Merson, Laura, Noursadeghi, Mahdad, Moore, Shona C., Palmarini, Massimo, Paxton, William A., Pollakis, Georgio, Price, Nichola, Rambaut, Andrew, Robertson, David L., Sancho-Shimizu, Vanessa, Scott, Janet T., de Silva, Thushan, Sigfrid, Louise, Solomon, Tom, Sriskandan, Shiranee, Stuart, David, Tedder, Richard S., Thomson, Emma C., Roger Thompson, A. A., Thwaites, Ryan S., Turtle, Lance C. W., Gupta, Rishi K., Palmieri, Carlo, Swann, Olivia V., Zambon, Maria, Dumas, Marc-Emmanuel, Griffin, Julian L., Takats, Zoltan, Chechi, Kanta, Andrikopoulos, Petro, Osagie, Anthonia, Olanipekun, Michael, Liggi, Sonia, Lewis, Matthew R., Correia, Gonçalo dos Santo, Sands, Caroline J., Takis, Panteleimon, Maslen, Lynn, Greenhalf, William, Shaw, Victoria, Mcdonald, Sarah E., Keating, Seán, Ahmed, Katie A., Armstrong, Jane A., Ashworth, Milton, Asiimwe, Innocent G., Bakshi, Siddharth, Barlow, Samantha L., Booth, Laura, Brennan, Benjamin, Bullock, Katie, Catterall, Benjamin W. A., Clark, Jordan J., Clarke, Emily A., Cooper, Louise, Cox, Helen, Davis, Christopher, Dincarslan, Oslem, Dunn, Chri, Dyer, Philip, Elliott, Angela, Evans, Anthony, Finch, Lorna, Fisher, Lewis W. S., Foster, Terry, Garcia-Dorival, Isabel, Gunning, Philip, Hartley, Catherine, Jensen, Rebecca L., Jones, Christopher B., Jones, Trevor R., Khandaker, Shadia, King, Katharine, Kiy, Robyn T., Koukorava, Chrysa, Lake, Annette, Lant, Suzannah, Latawiec, Diane, Lavelle-Langham, Lara, Lefteri, Daniella, Lett, Lauren, Livoti, Lucia A., Mancini, Maria, Mcdonald, Sarah, Mcevoy, Laurence, Mclauchlan, John, Metelmann, Soeren, Miah, Nahida S., Middleton, Joanna, Mitchell, Joyce, Murphy, Ellen G., Penrice-Randal, Rebekah, Pilgrim, Jack, Prince, Tessa, Reynolds, Will, Ridley, P. Matthew, Sales, Debby, Shaw, Victoria E., Shears, Rebecca K., Small, Benjamin, Subramaniam, Krishanthi S., Szemiel, Agnieska, Taggart, Aislynn, Tanianis-Hughes, Jolanta, Thomas, Jordan, Trochu, Erwan, van Tonder, Libby, Wilcock, Eve, Zhang, J. Eunice, Flaherty, Lisa, Maziere, Nicole, Cass, Emily, Carracedo, Alejandra Doce, Carlucci, Nicola, Holmes, Anthony, Massey, Hannah, Murphy, Lee, Wrobel, Nicola, Mccafferty, Sarah, Morrice, Kirstie, Maclean, Alan, Armstrong, Ruth, Boz, Ceilia, Brown, Adam, Coutts, Audrey, Cullum, Louise, Day, Nicky, Donnelly, Lorna, Duncan, Esther, Fawkes, Angie, Finernan, Paul, Gilchrist, Tammy, Golightly, Ailsa, Hafezi, Katarzyna, Law, Dawn, Law, Rachel, Law, Sarah, Macgillivray, Louise, Mal, Hanning, Mcmaster, Ellie, Meikle, Jen, Oosthuyzen, Wilna, Paterson, Trevor, Stenhouse, Andrew, Swets, Maaike, Szoor-McElhinney, Helen, Taneski, Filip, Wackett, Tony, Ward, Mairi, Weaver, Jane, Coyle, Judy, Gallagher, Bernadette, Lidstone-Scott, Rebecca, Hamilton, Debbie, Schon, Katherine, Furlong, Anita, Biggs, Heather, Griffiths, Fiona, Andrews, Eleanor, Brickell, Kathy, Smyth, Michelle, Murphy, Lorna, Carson, Gail, Hardwick, Hayley, Donohue, Chloe, Pérez-Tur, Jordi [0000-0002-9111-1712], Martín, Javier [0000-0002-2202-0622], Institute for Molecular Medicine Finland [Helsinki] (FIMM), Helsinki Institute of Life Science (HiLIFE), University of Helsinki-University of Helsinki, Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Massachusetts General Hospital [Boston], A list of authors and their affiliations appears in the Supplementary Information, Helsingin yliopisto = Helsingfors universitet = University of Helsinki-Helsingin yliopisto = Helsingfors universitet = University of Helsinki, ANR-20-CO11-0001,AABIFNCOV,Bases génétiques et immunologiques des auto-anticorps contre les interférons de type I prédisposant aux formes sévères de COVID-19.(2020), ANR-20-COVI-0003,GENCOVID,Identification des défauts monogéniques de l'immunité responsables des formes sévères de COVID-19 chez les patients précédemment en bonne santé(2020), ANR-21-COVR-0039,GenMIS-C,Recherche 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[0000-0003-1513-6077], Apollo - University of Cambridge Repository, Stem Cell Aging Leukemia and Lymphoma (SALL), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Life Course Epidemiology (LCE), Groningen Research Institute for Asthma and COPD (GRIAC), Guided Treatment in Optimal Selected Cancer Patients (GUTS), AII - Infectious diseases, Amsterdam Neuroscience - Neuroinfection & -inflammation, Neurology, Infectious diseases, Center of Experimental and Molecular Medicine, APH - Aging & Later Life, APH - Global Health, APH - Quality of Care, Amsterdam institute for Infection and Immunity, APH - Health Behaviors & Chronic Diseases, Global Health, APH - Methodology, Graduate School, ACS - Heart failure & arrhythmias, Anesthesiology, ACS - Diabetes & metabolism, APH - Digital Health, APH - Personalized Medicine, ACS - Microcirculation, Niemi, M. E. K., Liao, R. G., Neale, B. M., Pathak, G. A., Andrews, S. J., Schulte, E. C., Karim, M. A., Wendt, F. R., Kim, H. -N., Uddin, M. J., Smith, G. D., Willer, C. J., Buxbaum, J. D., Martin, A. R., Balaconis, M. K., Sankaran, V. G., Brent Richards, J., Eric Kerchberger, V., Kenneth Baillie, J., Dutta, A. K., Uddin, M. M., Perez-Tur, J., Verdugo, R. A., Zarate, R., Medina-Gomez, C., Gomez-Cabrero, D., Cadilla, C. L., Boua, P. R., Fave, M. -J., Lemacon, A., Szentpeteri, J. L., Ahmad, H. F., Kornilov, S. A., Prokic, I., Pearson, N. M., Shelton, J. F., Shastri, A. J., Weldon, C. H., Brouwer, M. C., Vlaar, A. P. J., Joost Wiersinga, W., Algera, A. G., Bogaard, H. J., Bonta, P. I., Grobusch, M. P., Hermans, S. M., Hovius, J. W., de Jong, M. D., Nossent, E. J., Prins, J. M., Schultz, M. J., Stijnis, C. S., Minnaar, R. P., van Uffelen, K. W. J., Wolterman, R. A., Ball, C. A., Mccurdy, S., Hong, E. L., Baltzell, A. H., Goffard, J. -C., Peree, H., Leonard, P., Giot, J. -B., Sauvage, A. -S., Wery, M., Morrison, D. R., Chasse, M., Kaufmann, D. E., Mark Lathrop, G., Davis, L. K., Cox, N. J., Below, J. E., Sealock, J. M., Faucon, A. B., Shuey, M. M., Polikowsky, H. G., Petty, L. E., Shaw, D. M., Chen, H. -H., Ludwig, K. U., Schroder, J., Nothen, M. M., Jensen, B. -E. O., Altmuller, J., Berger, M. M., Gogele, M., Gignoux, C. R., Wicks, S. J., Barnes, K. C., Goldstein, D. B., Reilly, M. P., Gharavi, A. G., O'Byrne, S. M., So, Y. S., Park, S. -K., Kim, H. -L., Kang, C. K., Lee, H. -J., Song, K. -H., Yoon, K. J., Paik, N. -J., Joo, E. -J., Park, W. B., Park, J. S., Park, K. U., Ham, S. Y., Kim, E. S., Kim, H. B., Caceres, M., Lenz, T. L., Julia, A., Holter, J. C., Fernandez, J., Sander, L. E., Banales, J. M., Romero-Gomez, M., Hov, J. R., Karlsen, T. H., Wacker, E. M., Elabd, H., Ruhlemann, M. C., Vadla, M. S., Lenning, O. B., Ozer, O., Kassens, J., Figuera Basso, M. E., Ortiz, A. B., Chercoles, A. G., Holten, A. R., Kildal, A. B., Gluck, A., Nolla, A. C., Dyrhol-Riise, A. M., Spinner, C. D., Hoff, D. A. L., Jimenez, D., Pestana, D., Helbig, E. T., Paraboschi, E. M., Sanchez, F. G., Hernandez, I., Galvan-Femenia, I., Badia, J. R., Muller, K. E., Gaede, K. I., Lippert, L. J., Tellez, L., Gutierrez-Stampa, M. A., Vehreschild, M. J. G. T., Marquie, M., Seilmaier, M. J., Rodriguez-Gandia, M., Ayo, N. I., Martinez, N., Cornely, O. A., Rodrigues, P. M., Espana, P. P., Garcia-Fernandez, A. -E., Fracanzani, A. L., Muniz-Diaz, E., Calderon, E. J., Solligard, E., Medrano, F. J., Muller, F., Afset, J. E., Damas, J. K., Ferrusquia-Acosta, J., Quero, J. H., Guerrero, J. M., Bettini, L. R., Gustad, L. T., Valsecchi, M. G., D'Angio, M., Gallego-Duran, R., Cejudo, T. G., Grimsrud, M. M., Gudbjartsson, D. F., Moore, K. H. S., Alarcon-Riquelme, M. E., Martinez-Bueno, M., Rello, S. R., Lall, K., Bochud, P. -Y., Nussle, S. G., Meyer zu Bentrup, F., Merlet Viollet, R., Guery, B., Hugli, O., Gonseth Nussle, S., Estoppey Younes, S., Rochat Negro, T., Mercader, J. M., Castano-Vinyals, G., Dobano, C., Mondelli, M. U., Mazzei, M. A., Caldarelli, G. P., Monforte, A. D., Scotton, P. G., Monica, M. D., Mandala, M., Coviello, D. A., La Rovere, M. T., Segala, F. V., Mencarelli, M. A., Pinto, A. M., Carriero, M. L., Ann Belli, M., Antoni, M. D., Miraglia, F. G., Parisi, S. G., Squeo, G. M., Botta, G., Hunt, K. A., Trembath, R. C., Martin, H. C., Griffiths, C. J., Curtis, C. J., Huang, Q. Q., Lee, S. H., Macarthur, D., Maclaughlin, B., Smith, A. V., Boughton, A. P., Li, K. W., Lefaive, J., Jannes, C. E., Krieger, J. E., Pereira, A. C., Lima, I. R., Tada, M. T., Mccarthy, M., Lee, J. E., Lee, H. S., Jang, H. Y., Kim, Y. -S., Kwon, K. T., Kim, S. -W., Kim, J. Y., Jang, Y. R., Kim, H., Lee, J. Y., Choe, K. -W., Kang, Y. M., Jee, S. H., Jung, K. J., Schroth, G. P., Desouza, F., Cirulli, E. T., Schiabor Barrett, K. M., Washington, N. L., Lu, J. T., Ramirez, J. M., Grzymski, J. J., Minano, J. I. E., Aguirre, L. A., Lopez-Collazo, E., Lozano-Rodriguez, R., Avendano-Ortiz, J., Arcos, V. T., Montalban-Hernandez, K. M., Quiroga, J. V., Martin-Quiros, A., Nakada, T. -A., Vonk, J. M., Ori, A. P. S., Hernandez Cordero, A. I., Sin, D. D., Bosse, Y., Feng, Y. -C. A., Weiss, S. T., Karlson, E. W., Smoller, J. W., Murphy, S. N., Meigs, J. B., Woolley, A. E., Green, R. C., Perez, E. F., Zollner, S., Sloofman, L. G., Sebra, R. P., Collins, B. L., Sealfon, S. C., Jordan, D. M., Thompson, R. C., Belbin, G. M., Underwood, S. J., Hiester, L. L., Charney, A. W., Beckmann, N. D., Schadt, E. E., Abul-Husn, N. S., Cho, J. H., Kenny, E. E., Loos, R. J. F., Nadkarni, G. N., Huckins, L. M., Ferreira, M. A. R., Abecasis, G. R., Leader, J. B., Cantor, M. N., Justice, A. E., Carey, D. J., Josyula, N. S., Kosmicki, J. A., Horowitz, J. E., Gass, M. C., Hottenga, J. J., de Geus, E. J. C., Nivard, M. G., Ritchie, M. D., Verma, S. S., Vari, M. S., Rahier, J. -F., Bulik, C. M., Landen, M., Ferrero, G. B., Fundin, B., Ismail, S. I., Badji, R. M., Hultstrom, M., Geschwind, D. H., Butte, M. J., Chang, T. S., Caulfield, M. J., Scott, R. H., Odhams, C. A., Karczewski, K. J., Wilson, D. J., Spencer, C. A., Crook, D. W., Wyllie, D. H., O'Connell, A. M., Atkinson, E. G., Walters, R. K., Palmer, D. S., Goldstein, J. I., Kyle Satterstrom, F., Earle, S. G., Lin, S. -K., Rudkin, J. K., Zhao, J. H., Butterworth, A. S., Sun, Y. V., Huffman, J. E., O'Donnell, C. J., Michael Gaziano, J., Ho, Y. -L., Glessner, J. R., Mcguigan, P. J., Moore, L. S. P., Vizcaychipi, M. P., Page, V. J., Aldera, E. L., Cutino-Moguel, M. -T., Durand, I., Hawcutt, D. B., Macmahon, M., Macnaughton, E., Mccullough, K., Mcewen, R., O'Shea, M. K., Pooni, J. S., Wooton, D. G., Bretherick, A. D., Fourman, M. H., Meynert, A. M., Ponting, C. P., Porteous, D. J., Russell, C. D., Wilson, J. F., Drake, T. M., Fairfield, C. J., Knight, S. R., Mclean, K. A., Shaw, C. A., Ho, A. Y. W., Horby, P. W., Mcauley, D., Openshaw, P. J. M., Semple, M. G., Mcgowan, J., Mcguinness, H., Mcneela, F., Bayo, L. -A., Arias, S. S., Conyngham, J. -A., Corral, M. A., de Almeida Martins, L. G., Mclaughlan, D., Mcmorrow, L., Mccormick, J., Mitchell, A. M., Maccallum, N., Hughes, R. A., Jones, T. O., Mcphail, M., Mckenley, I., Sutherland, S. -B., de Gordoa, L. O. -R., Gude, E. T., Macgoey, P., Mckenna, E., Patel, B. V., Zborowski, A. C., Garcia, S. M., Howe, G. S., Heron, A. E., Mills, G. H., Brown, C. W., Akhtar, M. N., Delgado, C. C., Saluzzio, R. P., Da Gloria, E. F., Hurt, W. J., Wood, H. -L., Mcalindon, M., Mccurdy, A., Ali, I. A. M., Ally, S. M., Hamilton, D. O., Lopez Martinez, M., Waite, A. A. C., Welters, I. D., Rosa, A. D., Baikady, R. R., Tatham, K. C., Beith, C. M., Mcgregor, A., Mcivor, S., Allison, K. S., Jones, G. A. L., Mchugh, T., Peters, M. J., Tomas, A. L., Mckechnie, S., Mccormack, L., Michael, H. T., Durrans, L. J., Suarez, J. C., Death, Y., Mccormick, W., Mccreath, G., Rai, S. G., Mcculloch, C., Mcfarland, D., Barclay, W. S., Cooke, G. S., Docherty, A. B., Green, C. A., Harrison, E. M., Hiscox, J. A., Lim, W. S., Mentzer, A. J., Paxton, W. A., Robertson, D. L., Scott, J. T., Tedder, R. S., Thomson, E. C., Thwaites, R. S., Gupta, R. K., Swann, O. V., Dumas, M. -E., Griffin, J. L., Lewis, M. R., dos Santos Correia, G., Sands, C. J., Mcdonald, S. E., Ahmed, K. A., Armstrong, J. A., Asiimwe, I. G., Barlow, S. L., Catterall, B. W. A., Clark, J. J., Clarke, E. A., Fisher, L. W. S., Jensen, R. L., Jones, C. B., Jones, T. R., Kiy, R. T., Livoti, L. A., Mcdonald, S., Mcevoy, L., Mclauchlan, J., Miah, N. S., Moore, S. C., Murphy, E. G., Matthew Ridley, P., Shaw, V. E., Shears, R. K., Subramaniam, K. S., Eunice Zhang, J., Carracedo, A. D., Mccafferty, S., Turtle, L. C. W., Data Science Genetic Epidemiology Lab, Institute for Molecular Medicine Finland, HUS Helsinki and Uusimaa Hospital District, University of Helsinki, Research Programs Unit, Doctoral Programme in Population Health, Centre of Excellence in Complex Disease Genetics, Aarno Palotie / Principal Investigator, Genomics of Neurological and Neuropsychiatric Disorders, and University of Zurich
Subjects: Male, 45/43, Autoimmunity, Autoimmunity/genetics, Body Mass Index, COVID-19/genetics, COVID-19/virology, Critical Illness, Female, Genetic Loci/genetics, Genetic Predisposition to Disease, Genome-Wide Association Study, Geographic Mapping, Hospitalization, Host-Pathogen Interactions/genetics, Humans, Inflammation/complications, Information Dissemination, Multifactorial Inheritance, Racial Groups/genetics, SARS-CoV-2/pathogenicity, Smoking, environmental risk factors, Q1, 631/208, 0302 clinical medicine, [SDV.MHEP.MI]Life Sciences [q-bio]/Human health and pathology/Infectious diseases, Genetics, Genome-wide association studies, SARS-CoV-2, Viral infection, GWAS, Aetiology, Lung, QC, 0303 health sciences, HERITABILITY, 3. Good health, covid-19, Science & Technology - Other Topics, Identification (biology), Infection, Human, 631/208/205/2138, Settore BIO/11 - Biologia Molecolare, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Clinical Research, Biodefense, Genetics, GENOME-WIDE ASSOCIATION, Medisinske Fag: 700::Basale medisinske, odontologiske og veterinærmedisinske fag: 710::Medisinsk genetikk: 714 [VDP], METAANALYSIS, 1000 Multidisciplinary, [SDV.GEN]Life Sciences [q-bio]/Genetics, Science & Technology, Prevention, Racial Groups, Pneumonia, genetic architecture, Human genetics, Genetic Loci, genetic factors, 570 Life sciences, biology, 030217 neurology & neurosurgery, Medizin, Infektionsmedicin, Genome-wide association studies, Settore BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, Pandemic, 2.1 Biological and endogenous factors, pandemi, Multidisciplinary, article, Public Health, Global Health, Social Medicine and Epidemiology, Racial Group, 10124 Institute of Molecular Life Sciences, Host-Pathogen Interaction, Multidisciplinary Sciences, Infectious Diseases, Host-Pathogen Interactions, Critical Illne, COVID-19, GWAS, genetic factors, environmental risk factors, therapy, Infectious Medicine, Coronavirus disease 2019 (COVID-19), SUSCEPTIBILITY LOCI, General Science & Technology, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Computational biology, Biology, Vaccine Related, 692/699/255/2514, Environmental risk, Mendelian randomization, COVID-19 Host Genetics Initiative, QH426, 631/326/596/4130, 030304 developmental biology, Inflammation, therapy, SARS-CoV-2, Human Genome, COVID-19, Genetic architecture, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Emerging Infectious Diseases, Good Health and Well Being, Viral infection, 3111 Biomedicine
Abstract: Niemi, Mari E. K. et al. 39 páginas, figuras y tablas. Contiene material suplementario., The genetic make-up of an individual contributes to the susceptibility and response to viral infection. Although environmental, clinical and social factors have a role in the chance of exposure to SARS-CoV-2 and the severity of COVID-191,2, host genetics may also be important. Identifying host-specific genetic factors may reveal biological mechanisms of therapeutic relevance and clarify causal relationships of modifiable environmental risk factors for SARS-CoV-2 infection and outcomes. We formed a global network of researchers to investigate the role of human genetics in SARS-CoV-2 infection and COVID-19 severity. Here we describe the results of three genome-wide association meta-analyses that consist of up to 49,562 patients with COVID-19 from 46 studies across 19 countries. We report 13 genome-wide significant loci that are associated with SARS-CoV-2 infection or severe manifestations of COVID-19. Several of these loci correspond to previously documented associations to lung or autoimmune and inflammatory diseases3-7. They also represent potentially actionable mechanisms in response to infection. Mendelian randomization analyses support a causal role for smoking and body-mass index for severe COVID-19 although not for type II diabetes. The identification of novel host genetic factors associated with COVID-19 was made possible by the community of human genetics researchers coming together to prioritize the sharing of data, results, resources and analytical frameworks. This working model of international collaboration underscores what is possible for future genetic discoveries in emerging pandemics, or indeed for any complex human disease.
Published: 2021

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