%0 Journal Article %J Nat Genet %D 2018 %T Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits. %A Evangelou, Evangelos %A Warren, Helen R %A Mosen-Ansorena, David %A Mifsud, Borbala %A Pazoki, Raha %A Gao, He %A Ntritsos, Georgios %A Dimou, Niki %A Cabrera, Claudia P %A Karaman, Ibrahim %A Ng, Fu Liang %A Evangelou, Marina %A Witkowska, Katarzyna %A Tzanis, Evan %A Hellwege, Jacklyn N %A Giri, Ayush %A Velez Edwards, Digna R %A Sun, Yan V %A Cho, Kelly %A Gaziano, J Michael %A Wilson, Peter W F %A Tsao, Philip S %A Kovesdy, Csaba P %A Esko, Tõnu %A Mägi, Reedik %A Milani, Lili %A Almgren, Peter %A Boutin, Thibaud %A Debette, Stéphanie %A Ding, Jun %A Giulianini, Franco %A Holliday, Elizabeth G %A Jackson, Anne U %A Li-Gao, Ruifang %A Lin, Wei-Yu %A Luan, Jian'an %A Mangino, Massimo %A Oldmeadow, Christopher %A Prins, Bram Peter %A Qian, Yong %A Sargurupremraj, Muralidharan %A Shah, Nabi %A Surendran, Praveen %A Thériault, Sébastien %A Verweij, Niek %A Willems, Sara M %A Zhao, Jing-Hua %A Amouyel, Philippe %A Connell, John %A de Mutsert, Renée %A Doney, Alex S F %A Farrall, Martin %A Menni, Cristina %A Morris, Andrew D %A Noordam, Raymond %A Paré, Guillaume %A Poulter, Neil R %A Shields, Denis C %A Stanton, Alice %A Thom, Simon %A Abecasis, Goncalo %A Amin, Najaf %A Arking, Dan E %A Ayers, Kristin L %A Barbieri, Caterina M %A Batini, Chiara %A Bis, Joshua C %A Blake, Tineka %A Bochud, Murielle %A Boehnke, Michael %A Boerwinkle, Eric %A Boomsma, Dorret I %A Bottinger, Erwin P %A Braund, Peter S %A Brumat, Marco %A Campbell, Archie %A Campbell, Harry %A Chakravarti, Aravinda %A Chambers, John C %A Chauhan, Ganesh %A Ciullo, Marina %A Cocca, Massimiliano %A Collins, Francis %A Cordell, Heather J %A Davies, Gail %A de Borst, Martin H %A de Geus, Eco J %A Deary, Ian J %A Deelen, Joris %A del Greco M, Fabiola %A Demirkale, Cumhur Yusuf %A Dörr, Marcus %A Ehret, Georg B %A Elosua, Roberto %A Enroth, Stefan %A Erzurumluoglu, A Mesut %A Ferreira, Teresa %A Frånberg, Mattias %A Franco, Oscar H %A Gandin, Ilaria %A Gasparini, Paolo %A Giedraitis, Vilmantas %A Gieger, Christian %A Girotto, Giorgia %A Goel, Anuj %A Gow, Alan J %A Gudnason, Vilmundur %A Guo, Xiuqing %A Gyllensten, Ulf %A Hamsten, Anders %A Harris, Tamara B %A Harris, Sarah E %A Hartman, Catharina A %A Havulinna, Aki S %A Hicks, Andrew A %A Hofer, Edith %A Hofman, Albert %A Hottenga, Jouke-Jan %A Huffman, Jennifer E %A Hwang, Shih-Jen %A Ingelsson, Erik %A James, Alan %A Jansen, Rick %A Järvelin, Marjo-Riitta %A Joehanes, Roby %A Johansson, Åsa %A Johnson, Andrew D %A Joshi, Peter K %A Jousilahti, Pekka %A Jukema, J Wouter %A Jula, Antti %A Kähönen, Mika %A Kathiresan, Sekar %A Keavney, Bernard D %A Khaw, Kay-Tee %A Knekt, Paul %A Knight, Joanne %A Kolcic, Ivana %A Kooner, Jaspal S %A Koskinen, Seppo %A Kristiansson, Kati %A Kutalik, Zoltán %A Laan, Maris %A Larson, Marty %A Launer, Lenore J %A Lehne, Benjamin %A Lehtimäki, Terho %A Liewald, David C M %A Lin, Li %A Lind, Lars %A Lindgren, Cecilia M %A Liu, Yongmei %A Loos, Ruth J F %A Lopez, Lorna M %A Lu, Yingchang %A Lyytikäinen, Leo-Pekka %A Mahajan, Anubha %A Mamasoula, Chrysovalanto %A Marrugat, Jaume %A Marten, Jonathan %A Milaneschi, Yuri %A Morgan, Anna %A Morris, Andrew P %A Morrison, Alanna C %A Munson, Peter J %A Nalls, Mike A %A Nandakumar, Priyanka %A Nelson, Christopher P %A Niiranen, Teemu %A Nolte, Ilja M %A Nutile, Teresa %A Oldehinkel, Albertine J %A Oostra, Ben A %A O'Reilly, Paul F %A Org, Elin %A Padmanabhan, Sandosh %A Palmas, Walter %A Palotie, Aarno %A Pattie, Alison %A Penninx, Brenda W J H %A Perola, Markus %A Peters, Annette %A Polasek, Ozren %A Pramstaller, Peter P %A Nguyen, Quang Tri %A Raitakari, Olli T %A Ren, Meixia %A Rettig, Rainer %A Rice, Kenneth %A Ridker, Paul M %A Ried, Janina S %A Riese, Harriëtte %A Ripatti, Samuli %A Robino, Antonietta %A Rose, Lynda M %A Rotter, Jerome I %A Rudan, Igor %A Ruggiero, Daniela %A Saba, Yasaman %A Sala, Cinzia F %A Salomaa, Veikko %A Samani, Nilesh J %A Sarin, Antti-Pekka %A Schmidt, Reinhold %A Schmidt, Helena %A Shrine, Nick %A Siscovick, David %A Smith, Albert V %A Snieder, Harold %A Sõber, Siim %A Sorice, Rossella %A Starr, John M %A Stott, David J %A Strachan, David P %A Strawbridge, Rona J %A Sundström, Johan %A Swertz, Morris A %A Taylor, Kent D %A Teumer, Alexander %A Tobin, Martin D %A Tomaszewski, Maciej %A Toniolo, Daniela %A Traglia, Michela %A Trompet, Stella %A Tuomilehto, Jaakko %A Tzourio, Christophe %A Uitterlinden, André G %A Vaez, Ahmad %A van der Most, Peter J %A van Duijn, Cornelia M %A Vergnaud, Anne-Claire %A Verwoert, Germaine C %A Vitart, Veronique %A Völker, Uwe %A Vollenweider, Peter %A Vuckovic, Dragana %A Watkins, Hugh %A Wild, Sarah H %A Willemsen, Gonneke %A Wilson, James F %A Wright, Alan F %A Yao, Jie %A Zemunik, Tatijana %A Zhang, Weihua %A Attia, John R %A Butterworth, Adam S %A Chasman, Daniel I %A Conen, David %A Cucca, Francesco %A Danesh, John %A Hayward, Caroline %A Howson, Joanna M M %A Laakso, Markku %A Lakatta, Edward G %A Langenberg, Claudia %A Melander, Olle %A Mook-Kanamori, Dennis O %A Palmer, Colin N A %A Risch, Lorenz %A Scott, Robert A %A Scott, Rodney J %A Sever, Peter %A Spector, Tim D %A van der Harst, Pim %A Wareham, Nicholas J %A Zeggini, Eleftheria %A Levy, Daniel %A Munroe, Patricia B %A Newton-Cheh, Christopher %A Brown, Morris J %A Metspalu, Andres %A Hung, Adriana M %A O'Donnell, Christopher J %A Edwards, Todd L %A Psaty, Bruce M %A Tzoulaki, Ioanna %A Barnes, Michael R %A Wain, Louise V %A Elliott, Paul %A Caulfield, Mark J %X

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 and pulse pressure) to date in over 1 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 highlight 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.

%B Nat Genet %V 50 %P 1412-1425 %8 2018 Oct %G eng %N 10 %1 http://www.ncbi.nlm.nih.gov/pubmed/30224653?dopt=Abstract %R 10.1038/s41588-018-0205-x %0 Journal Article %J Nat Genet %D 2016 %T A reference panel of 64,976 haplotypes for genotype imputation. %A McCarthy, Shane %A Das, Sayantan %A Kretzschmar, Warren %A Delaneau, Olivier %A Wood, Andrew R %A Teumer, Alexander %A Kang, Hyun Min %A Fuchsberger, Christian %A Danecek, Petr %A Sharp, Kevin %A Luo, Yang %A Sidore, Carlo %A Kwong, Alan %A Timpson, Nicholas %A Koskinen, Seppo %A Vrieze, Scott %A Scott, Laura J %A Zhang, He %A Mahajan, Anubha %A Veldink, Jan %A Peters, Ulrike %A Pato, Carlos %A van Duijn, Cornelia M %A Gillies, Christopher E %A Gandin, Ilaria %A Mezzavilla, Massimo %A Gilly, Arthur %A Cocca, Massimiliano %A Traglia, Michela %A Angius, Andrea %A Barrett, Jeffrey C %A Boomsma, Dorrett %A Branham, Kari %A Breen, Gerome %A Brummett, Chad M %A Busonero, Fabio %A Campbell, Harry %A Chan, Andrew %A Chen, Sai %A Chew, Emily %A Collins, Francis S %A Corbin, Laura J %A Smith, George Davey %A Dedoussis, George %A Dörr, Marcus %A Farmaki, Aliki-Eleni %A Ferrucci, Luigi %A Forer, Lukas %A Fraser, Ross M %A Gabriel, Stacey %A Levy, Shawn %A Groop, Leif %A Harrison, Tabitha %A Hattersley, Andrew %A Holmen, Oddgeir L %A Hveem, Kristian %A Kretzler, Matthias %A Lee, James C %A McGue, Matt %A Meitinger, Thomas %A Melzer, David %A Min, Josine L %A Mohlke, Karen L %A Vincent, John B %A Nauck, Matthias %A Nickerson, Deborah %A Palotie, Aarno %A Pato, Michele %A Pirastu, Nicola %A McInnis, Melvin %A Richards, J Brent %A Sala, Cinzia %A Salomaa, Veikko %A Schlessinger, David %A Schoenherr, Sebastian %A Slagboom, P Eline %A Small, Kerrin %A Spector, Timothy %A Stambolian, Dwight %A Tuke, Marcus %A Tuomilehto, Jaakko %A Van den Berg, Leonard H %A van Rheenen, Wouter %A Völker, Uwe %A Wijmenga, Cisca %A Toniolo, Daniela %A Zeggini, Eleftheria %A Gasparini, Paolo %A Sampson, Matthew G %A Wilson, James F %A Frayling, Timothy %A de Bakker, Paul I W %A Swertz, Morris A %A McCarroll, Steven %A Kooperberg, Charles %A Dekker, Annelot %A Altshuler, David %A Willer, Cristen %A Iacono, William %A Ripatti, Samuli %A Soranzo, Nicole %A Walter, Klaudia %A Swaroop, Anand %A Cucca, Francesco %A Anderson, Carl A %A Myers, Richard M %A Boehnke, Michael %A McCarthy, Mark I %A Durbin, Richard %X

We describe a reference panel of 64,976 human haplotypes at 39,235,157 SNPs constructed using whole-genome sequence data from 20 studies of predominantly European ancestry. Using this resource leads to accurate genotype imputation at minor allele frequencies as low as 0.1% and a large increase in the number of SNPs tested in association studies, and it can help to discover and refine causal loci. We describe remote server resources that allow researchers to carry out imputation and phasing consistently and efficiently.

%B Nat Genet %8 2016 Aug 22 %G ENG %1 http://www.ncbi.nlm.nih.gov/pubmed/27548312?dopt=Abstract %R 10.1038/ng.3643 %0 Journal Article %J Nature %D 2015 %T Genetic studies of body mass index yield new insights for obesity biology. %A Locke, Adam E %A Kahali, Bratati %A Berndt, Sonja I %A Justice, Anne E %A Pers, Tune H %A Day, Felix R %A Powell, Corey %A Vedantam, Sailaja %A Buchkovich, Martin L %A Yang, Jian %A Croteau-Chonka, Damien C %A Esko, Tõnu %A Fall, Tove %A Ferreira, Teresa %A Gustafsson, Stefan %A Kutalik, Zoltán %A Luan, Jian'an %A Mägi, Reedik %A Randall, Joshua C %A Winkler, Thomas W %A Wood, Andrew R %A Workalemahu, Tsegaselassie %A Faul, Jessica D %A Smith, Jennifer A %A Hua Zhao, Jing %A Zhao, Wei %A Chen, Jin %A Fehrmann, Rudolf %A Hedman, Åsa K %A Karjalainen, Juha %A Schmidt, Ellen M %A Absher, Devin %A Amin, Najaf %A Anderson, Denise %A Beekman, Marian %A Bolton, Jennifer L %A Bragg-Gresham, Jennifer L %A Buyske, Steven %A Demirkan, Ayse %A Deng, Guohong %A Ehret, Georg B %A Feenstra, Bjarke %A Feitosa, Mary F %A Fischer, Krista %A Goel, Anuj %A Gong, Jian %A Jackson, Anne U %A Kanoni, Stavroula %A Kleber, Marcus E %A Kristiansson, Kati %A Lim, Unhee %A Lotay, Vaneet %A Mangino, Massimo %A Mateo Leach, Irene %A Medina-Gomez, Carolina %A Medland, Sarah E %A Nalls, Michael A %A Palmer, Cameron D %A Pasko, Dorota %A Pechlivanis, Sonali %A Peters, Marjolein J %A Prokopenko, Inga %A Shungin, Dmitry %A Stančáková, Alena %A Strawbridge, Rona J %A Ju Sung, Yun %A Tanaka, Toshiko %A Teumer, Alexander %A Trompet, Stella %A van der Laan, Sander W %A van Setten, Jessica %A Van Vliet-Ostaptchouk, Jana V %A Wang, Zhaoming %A Yengo, Loic %A Zhang, Weihua %A Isaacs, Aaron %A Albrecht, Eva %A Arnlöv, Johan %A Arscott, Gillian M %A Attwood, Antony P %A Bandinelli, Stefania %A Barrett, Amy %A Bas, Isabelita N %A Bellis, Claire %A Bennett, Amanda J %A Berne, Christian %A Blagieva, Roza %A Blüher, Matthias %A Böhringer, Stefan %A Bonnycastle, Lori L %A Böttcher, Yvonne %A Boyd, Heather A %A Bruinenberg, Marcel %A Caspersen, Ida H %A Ida Chen, Yii-Der %A Clarke, Robert %A Daw, E Warwick %A de Craen, Anton J M %A Delgado, Graciela %A Dimitriou, Maria %A Doney, Alex S F %A Eklund, Niina %A Estrada, Karol %A Eury, Elodie %A Folkersen, Lasse %A Fraser, Ross M %A Garcia, Melissa E %A Geller, Frank %A Giedraitis, Vilmantas %A Gigante, Bruna %A Go, Alan S %A Golay, Alain %A Goodall, Alison H %A Gordon, Scott D %A Gorski, Mathias %A Grabe, Hans-Jörgen %A Grallert, Harald %A Grammer, Tanja B %A Gräßler, Jürgen %A Grönberg, Henrik %A Groves, Christopher J %A Gusto, Gaëlle %A Haessler, Jeffrey %A Hall, Per %A Haller, Toomas %A Hallmans, Goran %A Hartman, Catharina A %A Hassinen, Maija %A Hayward, Caroline %A Heard-Costa, Nancy L %A Helmer, Quinta %A Hengstenberg, Christian %A Holmen, Oddgeir %A Hottenga, Jouke-Jan %A James, Alan L %A Jeff, Janina M %A Johansson, Åsa %A Jolley, Jennifer %A Juliusdottir, Thorhildur %A Kinnunen, Leena %A Koenig, Wolfgang %A Koskenvuo, Markku %A Kratzer, Wolfgang %A Laitinen, Jaana %A Lamina, Claudia %A Leander, Karin %A Lee, Nanette R %A Lichtner, Peter %A Lind, Lars %A Lindström, Jaana %A Sin Lo, Ken %A Lobbens, Stéphane %A Lorbeer, Roberto %A Lu, Yingchang %A Mach, François %A Magnusson, Patrik K E %A Mahajan, Anubha %A McArdle, Wendy L %A McLachlan, Stela %A Menni, Cristina %A Merger, Sigrun %A Mihailov, Evelin %A Milani, Lili %A Moayyeri, Alireza %A Monda, Keri L %A Morken, Mario A %A Mulas, Antonella %A Müller, Gabriele %A Müller-Nurasyid, Martina %A Musk, Arthur W %A Nagaraja, Ramaiah %A Nöthen, Markus M %A Nolte, Ilja M %A Pilz, Stefan %A Rayner, Nigel W %A Renstrom, Frida %A Rettig, Rainer %A Ried, Janina S %A Ripke, Stephan %A Robertson, Neil R %A Rose, Lynda M %A Sanna, Serena %A Scharnagl, Hubert %A Scholtens, Salome %A Schumacher, Fredrick R %A Scott, William R %A Seufferlein, Thomas %A Shi, Jianxin %A Vernon Smith, Albert %A Smolonska, Joanna %A Stanton, Alice V %A Steinthorsdottir, Valgerdur %A Stirrups, Kathleen %A Stringham, Heather M %A Sundström, Johan %A Swertz, Morris A %A Swift, Amy J %A Syvänen, Ann-Christine %A Tan, Sian-Tsung %A Tayo, Bamidele O %A Thorand, Barbara %A Thorleifsson, Gudmar %A Tyrer, Jonathan P %A Uh, Hae-Won %A Vandenput, Liesbeth %A Verhulst, Frank C %A Vermeulen, Sita H %A Verweij, Niek %A Vonk, Judith M %A Waite, Lindsay L %A Warren, Helen R %A Waterworth, Dawn %A Weedon, Michael N %A Wilkens, Lynne R %A Willenborg, Christina %A Wilsgaard, Tom %A Wojczynski, Mary K %A Wong, Andrew %A Wright, Alan F %A Zhang, Qunyuan %A Brennan, Eoin P %A Choi, Murim %A Dastani, Zari %A Drong, Alexander W %A Eriksson, Per %A Franco-Cereceda, Anders %A Gådin, Jesper R %A Gharavi, Ali G %A Goddard, Michael E %A Handsaker, Robert E %A Huang, Jinyan %A Karpe, Fredrik %A Kathiresan, Sekar %A Keildson, Sarah %A Kiryluk, Krzysztof %A Kubo, Michiaki %A Lee, Jong-Young %A Liang, Liming %A Lifton, Richard P %A Ma, Baoshan %A McCarroll, Steven A %A McKnight, Amy J %A Min, Josine L %A Moffatt, Miriam F %A Montgomery, Grant W %A Murabito, Joanne M %A Nicholson, George %A Nyholt, Dale R %A Okada, Yukinori %A Perry, John R B %A Dorajoo, Rajkumar %A Reinmaa, Eva %A Salem, Rany M %A Sandholm, Niina %A Scott, Robert A %A Stolk, Lisette %A Takahashi, Atsushi %A Tanaka, Toshihiro %A Van't Hooft, Ferdinand M %A Vinkhuyzen, Anna A E %A Westra, Harm-Jan %A Zheng, Wei %A Zondervan, Krina T %A Heath, Andrew C %A Arveiler, Dominique %A Bakker, Stephan J L %A Beilby, John %A Bergman, Richard N %A Blangero, John %A Bovet, Pascal %A Campbell, Harry %A Caulfield, Mark J %A Cesana, Giancarlo %A Chakravarti, Aravinda %A Chasman, Daniel I %A Chines, Peter S %A Collins, Francis S %A Crawford, Dana C %A Cupples, L Adrienne %A Cusi, Daniele %A Danesh, John %A de Faire, Ulf %A den Ruijter, Hester M %A Dominiczak, Anna F %A Erbel, Raimund %A Erdmann, Jeanette %A Eriksson, Johan G %A Farrall, Martin %A Felix, Stephan B %A Ferrannini, Ele %A Ferrières, Jean %A Ford, Ian %A Forouhi, Nita G %A Forrester, Terrence %A Franco, Oscar H %A Gansevoort, Ron T %A Gejman, Pablo V %A Gieger, Christian %A Gottesman, Omri %A Gudnason, Vilmundur %A Gyllensten, Ulf %A Hall, Alistair S %A Harris, Tamara B %A Hattersley, Andrew T %A Hicks, Andrew A %A Hindorff, Lucia A %A Hingorani, Aroon D %A Hofman, Albert %A Homuth, Georg %A Hovingh, G Kees %A Humphries, Steve E %A Hunt, Steven C %A Hyppönen, Elina %A Illig, Thomas %A Jacobs, Kevin B %A Järvelin, Marjo-Riitta %A Jöckel, Karl-Heinz %A Johansen, Berit %A Jousilahti, Pekka %A Jukema, J Wouter %A Jula, Antti M %A Kaprio, Jaakko %A Kastelein, John J P %A Keinanen-Kiukaanniemi, Sirkka M %A Kiemeney, Lambertus A %A Knekt, Paul %A Kooner, Jaspal S %A Kooperberg, Charles %A Kovacs, Peter %A Kraja, Aldi T %A Kumari, Meena %A Kuusisto, Johanna %A Lakka, Timo A %A Langenberg, Claudia %A Le Marchand, Loic %A Lehtimäki, Terho %A Lyssenko, Valeriya %A Männistö, Satu %A Marette, André %A Matise, Tara C %A McKenzie, Colin A %A McKnight, Barbara %A Moll, Frans L %A Morris, Andrew D %A Morris, Andrew P %A Murray, Jeffrey C %A Nelis, Mari %A Ohlsson, Claes %A Oldehinkel, Albertine J %A Ong, Ken K %A Madden, Pamela A F %A Pasterkamp, Gerard %A Peden, John F %A Peters, Annette %A Postma, Dirkje S %A Pramstaller, Peter P %A Price, Jackie F %A Qi, Lu %A Raitakari, Olli T %A Rankinen, Tuomo %A Rao, D C %A Rice, Treva K %A Ridker, Paul M %A Rioux, John D %A Ritchie, Marylyn D %A Rudan, Igor %A Salomaa, Veikko %A Samani, Nilesh J %A Saramies, Jouko %A Sarzynski, Mark A %A Schunkert, Heribert %A Schwarz, Peter E H %A Sever, Peter %A Shuldiner, Alan R %A Sinisalo, Juha %A Stolk, Ronald P %A Strauch, Konstantin %A Tönjes, Anke %A Trégouët, David-Alexandre %A Tremblay, Angelo %A Tremoli, Elena %A Virtamo, Jarmo %A Vohl, Marie-Claude %A Völker, Uwe %A Waeber, Gerard %A Willemsen, Gonneke %A Witteman, Jacqueline C %A Zillikens, M Carola %A Adair, Linda S %A Amouyel, Philippe %A Asselbergs, Folkert W %A Assimes, Themistocles L %A Bochud, Murielle %A Boehm, Bernhard O %A Boerwinkle, Eric %A Bornstein, Stefan R %A Bottinger, Erwin P %A Bouchard, Claude %A Cauchi, Stéphane %A Chambers, John C %A Chanock, Stephen J %A Cooper, Richard S %A de Bakker, Paul I W %A Dedoussis, George %A Ferrucci, Luigi %A Franks, Paul W %A Froguel, Philippe %A Groop, Leif C %A Haiman, Christopher A %A Hamsten, Anders %A Hui, Jennie %A Hunter, David J %A Hveem, Kristian %A Kaplan, Robert C %A Kivimaki, Mika %A Kuh, Diana %A Laakso, Markku %A Liu, Yongmei %A Martin, Nicholas G %A März, Winfried %A Melbye, Mads %A Metspalu, Andres %A Moebus, Susanne %A Munroe, Patricia B %A Njølstad, Inger %A Oostra, Ben A %A Palmer, Colin N A %A Pedersen, Nancy L %A Perola, Markus %A Pérusse, Louis %A Peters, Ulrike %A Power, Chris %A Quertermous, Thomas %A Rauramaa, Rainer %A Rivadeneira, Fernando %A Saaristo, Timo E %A Saleheen, Danish %A Sattar, Naveed %A Schadt, Eric E %A Schlessinger, David %A Slagboom, P Eline %A Snieder, Harold %A Spector, Tim D %A Thorsteinsdottir, Unnur %A Stumvoll, Michael %A Tuomilehto, Jaakko %A Uitterlinden, André G %A Uusitupa, Matti %A van der Harst, Pim %A Walker, Mark %A Wallaschofski, Henri %A Wareham, Nicholas J %A Watkins, Hugh %A Weir, David R %A Wichmann, H-Erich %A Wilson, James F %A Zanen, Pieter %A Borecki, Ingrid B %A Deloukas, Panos %A Fox, Caroline S %A Heid, Iris M %A O'Connell, Jeffrey R %A Strachan, David P %A Stefansson, Kari %A van Duijn, Cornelia M %A Abecasis, Goncalo R %A Franke, Lude %A Frayling, Timothy M %A McCarthy, Mark I %A Visscher, Peter M %A Scherag, André %A Willer, Cristen J %A Boehnke, Michael %A Mohlke, Karen L %A Lindgren, Cecilia M %A Beckmann, Jacques S %A Barroso, Inês %A North, Kari E %A Ingelsson, Erik %A Hirschhorn, Joel N %A Loos, Ruth J F %A Speliotes, Elizabeth K %K Adipogenesis %K Adiposity %K Age Factors %K Body Mass Index %K Continental Population Groups %K Energy Metabolism %K Europe %K Female %K Genetic Predisposition to Disease %K Genome-Wide Association Study %K Glutamic Acid %K Humans %K Insulin %K Male %K Obesity %K Polymorphism, Single Nucleotide %K Quantitative Trait Loci %K Synapses %X

Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P < 5 × 10(-8)), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for ∼2.7% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20% of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.

%B Nature %V 518 %P 197-206 %8 2015 Feb 12 %G eng %N 7538 %1 http://www.ncbi.nlm.nih.gov/pubmed/25673413?dopt=Abstract %R 10.1038/nature14177 %0 Journal Article %J Nature %D 2015 %T New genetic loci link adipose and insulin biology to body fat distribution. %A Shungin, Dmitry %A Winkler, Thomas W %A Croteau-Chonka, Damien C %A Ferreira, Teresa %A Locke, Adam E %A Mägi, Reedik %A Strawbridge, Rona J %A Pers, Tune H %A Fischer, Krista %A Justice, Anne E %A Workalemahu, Tsegaselassie %A Wu, Joseph M W %A Buchkovich, Martin L %A Heard-Costa, Nancy L %A Roman, Tamara S %A Drong, Alexander W %A Song, Ci %A Gustafsson, Stefan %A Day, Felix R %A Esko, Tõnu %A Fall, Tove %A Kutalik, Zoltán %A Luan, Jian'an %A Randall, Joshua C %A Scherag, André %A Vedantam, Sailaja %A Wood, Andrew R %A Chen, Jin %A Fehrmann, Rudolf %A Karjalainen, Juha %A Kahali, Bratati %A Liu, Ching-Ti %A Schmidt, Ellen M %A Absher, Devin %A Amin, Najaf %A Anderson, Denise %A Beekman, Marian %A Bragg-Gresham, Jennifer L %A Buyske, Steven %A Demirkan, Ayse %A Ehret, Georg B %A Feitosa, Mary F %A Goel, Anuj %A Jackson, Anne U %A Johnson, Toby %A Kleber, Marcus E %A Kristiansson, Kati %A Mangino, Massimo %A Mateo Leach, Irene %A Medina-Gomez, Carolina %A Palmer, Cameron D %A Pasko, Dorota %A Pechlivanis, Sonali %A Peters, Marjolein J %A Prokopenko, Inga %A Stančáková, Alena %A Ju Sung, Yun %A Tanaka, Toshiko %A Teumer, Alexander %A Van Vliet-Ostaptchouk, Jana V %A Yengo, Loic %A Zhang, Weihua %A Albrecht, Eva %A Arnlöv, Johan %A Arscott, Gillian M %A Bandinelli, Stefania %A Barrett, Amy %A Bellis, Claire %A Bennett, Amanda J %A Berne, Christian %A Blüher, Matthias %A Böhringer, Stefan %A Bonnet, Fabrice %A Böttcher, Yvonne %A Bruinenberg, Marcel %A Carba, Delia B %A Caspersen, Ida H %A Clarke, Robert %A Daw, E Warwick %A Deelen, Joris %A Deelman, Ewa %A Delgado, Graciela %A Doney, Alex S F %A Eklund, Niina %A Erdos, Michael R %A Estrada, Karol %A Eury, Elodie %A Friedrich, Nele %A Garcia, Melissa E %A Giedraitis, Vilmantas %A Gigante, Bruna %A Go, Alan S %A Golay, Alain %A Grallert, Harald %A Grammer, Tanja B %A Gräßler, Jürgen %A Grewal, Jagvir %A Groves, Christopher J %A Haller, Toomas %A Hallmans, Goran %A Hartman, Catharina A %A Hassinen, Maija %A Hayward, Caroline %A Heikkilä, Kauko %A Herzig, Karl-Heinz %A Helmer, Quinta %A Hillege, Hans L %A Holmen, Oddgeir %A Hunt, Steven C %A Isaacs, Aaron %A Ittermann, Till %A James, Alan L %A Johansson, Ingegerd %A Juliusdottir, Thorhildur %A Kalafati, Ioanna-Panagiota %A Kinnunen, Leena %A Koenig, Wolfgang %A Kooner, Ishminder K %A Kratzer, Wolfgang %A Lamina, Claudia %A Leander, Karin %A Lee, Nanette R %A Lichtner, Peter %A Lind, Lars %A Lindström, Jaana %A Lobbens, Stéphane %A Lorentzon, Mattias %A Mach, François %A Magnusson, Patrik K E %A Mahajan, Anubha %A McArdle, Wendy L %A Menni, Cristina %A Merger, Sigrun %A Mihailov, Evelin %A Milani, Lili %A Mills, Rebecca %A Moayyeri, Alireza %A Monda, Keri L %A Mooijaart, Simon P %A Mühleisen, Thomas W %A Mulas, Antonella %A Müller, Gabriele %A Müller-Nurasyid, Martina %A Nagaraja, Ramaiah %A Nalls, Michael A %A Narisu, Narisu %A Glorioso, Nicola %A Nolte, Ilja M %A Olden, Matthias %A Rayner, Nigel W %A Renstrom, Frida %A Ried, Janina S %A Robertson, Neil R %A Rose, Lynda M %A Sanna, Serena %A Scharnagl, Hubert %A Scholtens, Salome %A Sennblad, Bengt %A Seufferlein, Thomas %A Sitlani, Colleen M %A Vernon Smith, Albert %A Stirrups, Kathleen %A Stringham, Heather M %A Sundström, Johan %A Swertz, Morris A %A Swift, Amy J %A Syvänen, Ann-Christine %A Tayo, Bamidele O %A Thorand, Barbara %A Thorleifsson, Gudmar %A Tomaschitz, Andreas %A Troffa, Chiara %A van Oort, Floor V A %A Verweij, Niek %A Vonk, Judith M %A Waite, Lindsay L %A Wennauer, Roman %A Wilsgaard, Tom %A Wojczynski, Mary K %A Wong, Andrew %A Zhang, Qunyuan %A Hua Zhao, Jing %A Brennan, Eoin P %A Choi, Murim %A Eriksson, Per %A Folkersen, Lasse %A Franco-Cereceda, Anders %A Gharavi, Ali G %A Hedman, Åsa K %A Hivert, Marie-France %A Huang, Jinyan %A Kanoni, Stavroula %A Karpe, Fredrik %A Keildson, Sarah %A Kiryluk, Krzysztof %A Liang, Liming %A Lifton, Richard P %A Ma, Baoshan %A McKnight, Amy J %A McPherson, Ruth %A Metspalu, Andres %A Min, Josine L %A Moffatt, Miriam F %A Montgomery, Grant W %A Murabito, Joanne M %A Nicholson, George %A Nyholt, Dale R %A Olsson, Christian %A Perry, John R B %A Reinmaa, Eva %A Salem, Rany M %A Sandholm, Niina %A Schadt, Eric E %A Scott, Robert A %A Stolk, Lisette %A Vallejo, Edgar E %A Westra, Harm-Jan %A Zondervan, Krina T %A Amouyel, Philippe %A Arveiler, Dominique %A Bakker, Stephan J L %A Beilby, John %A Bergman, Richard N %A Blangero, John %A Brown, Morris J %A Burnier, Michel %A Campbell, Harry %A Chakravarti, Aravinda %A Chines, Peter S %A Claudi-Boehm, Simone %A Collins, Francis S %A Crawford, Dana C %A Danesh, John %A de Faire, Ulf %A de Geus, Eco J C %A Dörr, Marcus %A Erbel, Raimund %A Eriksson, Johan G %A Farrall, Martin %A Ferrannini, Ele %A Ferrières, Jean %A Forouhi, Nita G %A Forrester, Terrence %A Franco, Oscar H %A Gansevoort, Ron T %A Gieger, Christian %A Gudnason, Vilmundur %A Haiman, Christopher A %A Harris, Tamara B %A Hattersley, Andrew T %A Heliövaara, Markku %A Hicks, Andrew A %A Hingorani, Aroon D %A Hoffmann, Wolfgang %A Hofman, Albert %A Homuth, Georg %A Humphries, Steve E %A Hyppönen, Elina %A Illig, Thomas %A Järvelin, Marjo-Riitta %A Johansen, Berit %A Jousilahti, Pekka %A Jula, Antti M %A Kaprio, Jaakko %A Kee, Frank %A Keinanen-Kiukaanniemi, Sirkka M %A Kooner, Jaspal S %A Kooperberg, Charles %A Kovacs, Peter %A Kraja, Aldi T %A Kumari, Meena %A Kuulasmaa, Kari %A Kuusisto, Johanna %A Lakka, Timo A %A Langenberg, Claudia %A Le Marchand, Loic %A Lehtimäki, Terho %A Lyssenko, Valeriya %A Männistö, Satu %A Marette, André %A Matise, Tara C %A McKenzie, Colin A %A McKnight, Barbara %A Musk, Arthur W %A Möhlenkamp, Stefan %A Morris, Andrew D %A Nelis, Mari %A Ohlsson, Claes %A Oldehinkel, Albertine J %A Ong, Ken K %A Palmer, Lyle J %A Penninx, Brenda W %A Peters, Annette %A Pramstaller, Peter P %A Raitakari, Olli T %A Rankinen, Tuomo %A Rao, D C %A Rice, Treva K %A Ridker, Paul M %A Ritchie, Marylyn D %A Rudan, Igor %A Salomaa, Veikko %A Samani, Nilesh J %A Saramies, Jouko %A Sarzynski, Mark A %A Schwarz, Peter E H %A Shuldiner, Alan R %A Staessen, Jan A %A Steinthorsdottir, Valgerdur %A Stolk, Ronald P %A Strauch, Konstantin %A Tönjes, Anke %A Tremblay, Angelo %A Tremoli, Elena %A Vohl, Marie-Claude %A Völker, Uwe %A Vollenweider, Peter %A Wilson, James F %A Witteman, Jacqueline C %A Adair, Linda S %A Bochud, Murielle %A Boehm, Bernhard O %A Bornstein, Stefan R %A Bouchard, Claude %A Cauchi, Stéphane %A Caulfield, Mark J %A Chambers, John C %A Chasman, Daniel I %A Cooper, Richard S %A Dedoussis, George %A Ferrucci, Luigi %A Froguel, Philippe %A Grabe, Hans-Jörgen %A Hamsten, Anders %A Hui, Jennie %A Hveem, Kristian %A Jöckel, Karl-Heinz %A Kivimaki, Mika %A Kuh, Diana %A Laakso, Markku %A Liu, Yongmei %A März, Winfried %A Munroe, Patricia B %A Njølstad, Inger %A Oostra, Ben A %A Palmer, Colin N A %A Pedersen, Nancy L %A Perola, Markus %A Pérusse, Louis %A Peters, Ulrike %A Power, Chris %A Quertermous, Thomas %A Rauramaa, Rainer %A Rivadeneira, Fernando %A Saaristo, Timo E %A Saleheen, Danish %A Sinisalo, Juha %A Slagboom, P Eline %A Snieder, Harold %A Spector, Tim D %A Thorsteinsdottir, Unnur %A Stumvoll, Michael %A Tuomilehto, Jaakko %A Uitterlinden, André G %A Uusitupa, Matti %A van der Harst, Pim %A Veronesi, Giovanni %A Walker, Mark %A Wareham, Nicholas J %A Watkins, Hugh %A Wichmann, H-Erich %A Abecasis, Goncalo R %A Assimes, Themistocles L %A Berndt, Sonja I %A Boehnke, Michael %A Borecki, Ingrid B %A Deloukas, Panos %A Franke, Lude %A Frayling, Timothy M %A Groop, Leif C %A Hunter, David J %A Kaplan, Robert C %A O'Connell, Jeffrey R %A Qi, Lu %A Schlessinger, David %A Strachan, David P %A Stefansson, Kari %A van Duijn, Cornelia M %A Willer, Cristen J %A Visscher, Peter M %A Yang, Jian %A Hirschhorn, Joel N %A Zillikens, M Carola %A McCarthy, Mark I %A Speliotes, Elizabeth K %A North, Kari E %A Fox, Caroline S %A Barroso, Inês %A Franks, Paul W %A Ingelsson, Erik %A Heid, Iris M %A Loos, Ruth J F %A Cupples, L Adrienne %A Morris, Andrew P %A Lindgren, Cecilia M %A Mohlke, Karen L %K Adipocytes %K Adipogenesis %K Adipose Tissue %K Age Factors %K Body Fat Distribution %K Body Mass Index %K Continental Population Groups %K Epigenesis, Genetic %K Europe %K Female %K Genome, Human %K Genome-Wide Association Study %K Humans %K Insulin %K Insulin Resistance %K Male %K Models, Biological %K Neovascularization, Physiologic %K Obesity %K Polymorphism, Single Nucleotide %K Quantitative Trait Loci %K Sex Characteristics %K Transcription, Genetic %K Waist-Hip Ratio %X

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.

%B Nature %V 518 %P 187-96 %8 2015 Feb 12 %G eng %N 7538 %1 http://www.ncbi.nlm.nih.gov/pubmed/25673412?dopt=Abstract %R 10.1038/nature14132