@article {10785, title = {Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits.}, journal = {Nat Genet}, volume = {50}, year = {2018}, month = {2018 Oct}, pages = {1412-1425}, 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 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.

}, issn = {1546-1718}, doi = {10.1038/s41588-018-0205-x}, author = {Evangelou, Evangelos and Warren, Helen R and Mosen-Ansorena, David and Mifsud, Borbala and Pazoki, Raha and Gao, He and Ntritsos, Georgios and Dimou, Niki and Cabrera, Claudia P and Karaman, Ibrahim and Ng, Fu Liang and Evangelou, Marina and Witkowska, Katarzyna and Tzanis, Evan and Hellwege, Jacklyn N and Giri, Ayush and Velez Edwards, Digna R and Sun, Yan V and Cho, Kelly and Gaziano, J Michael and Wilson, Peter W F and Tsao, Philip S and Kovesdy, Csaba P and Esko, T{\~o}nu and M{\"a}gi, Reedik and Milani, Lili and Almgren, Peter and Boutin, Thibaud and Debette, St{\'e}phanie and Ding, Jun and Giulianini, Franco and Holliday, Elizabeth G and Jackson, Anne U and Li-Gao, Ruifang and Lin, Wei-Yu and Luan, Jian{\textquoteright}an and Mangino, Massimo and Oldmeadow, Christopher and Prins, Bram Peter and Qian, Yong and Sargurupremraj, Muralidharan and Shah, Nabi and Surendran, Praveen and Th{\'e}riault, S{\'e}bastien and Verweij, Niek and Willems, Sara M and Zhao, Jing-Hua and Amouyel, Philippe and Connell, John and de Mutsert, Ren{\'e}e and Doney, Alex S F and Farrall, Martin and Menni, Cristina and Morris, Andrew D and Noordam, Raymond and Par{\'e}, Guillaume and Poulter, Neil R and Shields, Denis C and Stanton, Alice and Thom, Simon and Abecasis, Goncalo and Amin, Najaf and Arking, Dan E and Ayers, Kristin L and Barbieri, Caterina M and Batini, Chiara and Bis, Joshua C and Blake, Tineka and Bochud, Murielle and Boehnke, Michael and Boerwinkle, Eric and Boomsma, Dorret I and Bottinger, Erwin P and Braund, Peter S and Brumat, Marco and Campbell, Archie and Campbell, Harry and Chakravarti, Aravinda and Chambers, John C and Chauhan, Ganesh and Ciullo, Marina and Cocca, Massimiliano and Collins, Francis and Cordell, Heather J and Davies, Gail and de Borst, Martin H and de Geus, Eco J and Deary, Ian J and Deelen, Joris and del Greco M, Fabiola and Demirkale, Cumhur Yusuf and D{\"o}rr, Marcus and Ehret, Georg B and Elosua, Roberto and Enroth, Stefan and Erzurumluoglu, A Mesut and Ferreira, Teresa and Fr{\r a}nberg, Mattias and Franco, Oscar H and Gandin, Ilaria and Gasparini, Paolo and Giedraitis, Vilmantas and Gieger, Christian and Girotto, Giorgia and Goel, Anuj and Gow, Alan J and Gudnason, Vilmundur and Guo, Xiuqing and Gyllensten, Ulf and Hamsten, Anders and Harris, Tamara B and Harris, Sarah E and Hartman, Catharina A and Havulinna, Aki S and Hicks, Andrew A and Hofer, Edith and Hofman, Albert and Hottenga, Jouke-Jan and Huffman, Jennifer E and Hwang, Shih-Jen and Ingelsson, Erik and James, Alan and Jansen, Rick and J{\"a}rvelin, Marjo-Riitta and Joehanes, Roby and Johansson, {\r A}sa and Johnson, Andrew D and Joshi, Peter K and Jousilahti, Pekka and Jukema, J Wouter and Jula, Antti and K{\"a}h{\"o}nen, Mika and Kathiresan, Sekar and Keavney, Bernard D and Khaw, Kay-Tee and Knekt, Paul and Knight, Joanne and Kolcic, Ivana and Kooner, Jaspal S and Koskinen, Seppo and Kristiansson, Kati and Kutalik, Zolt{\'a}n and Laan, Maris and Larson, Marty and Launer, Lenore J and Lehne, Benjamin and Lehtim{\"a}ki, Terho and Liewald, David C M and Lin, Li and Lind, Lars and Lindgren, Cecilia M and Liu, Yongmei and Loos, Ruth J F and Lopez, Lorna M and Lu, Yingchang and Lyytik{\"a}inen, Leo-Pekka and Mahajan, Anubha and Mamasoula, Chrysovalanto and Marrugat, Jaume and Marten, Jonathan and Milaneschi, Yuri and Morgan, Anna and Morris, Andrew P and Morrison, Alanna C and Munson, Peter J and Nalls, Mike A and Nandakumar, Priyanka and Nelson, Christopher P and Niiranen, Teemu and Nolte, Ilja M and Nutile, Teresa and Oldehinkel, Albertine J and Oostra, Ben A and O{\textquoteright}Reilly, Paul F and Org, Elin and Padmanabhan, Sandosh and Palmas, Walter and Palotie, Aarno and Pattie, Alison and Penninx, Brenda W J H and Perola, Markus and Peters, Annette and Polasek, Ozren and Pramstaller, Peter P and Nguyen, Quang Tri and Raitakari, Olli T and Ren, Meixia and Rettig, Rainer and Rice, Kenneth and Ridker, Paul M and Ried, Janina S and Riese, Harri{\"e}tte and Ripatti, Samuli and Robino, Antonietta and Rose, Lynda M and Rotter, Jerome I and Rudan, Igor and Ruggiero, Daniela and Saba, Yasaman and Sala, Cinzia F and Salomaa, Veikko and Samani, Nilesh J and Sarin, Antti-Pekka and Schmidt, Reinhold and Schmidt, Helena and Shrine, Nick and Siscovick, David and Smith, Albert V and Snieder, Harold and S{\~o}ber, Siim and Sorice, Rossella and Starr, John M and Stott, David J and Strachan, David P and Strawbridge, Rona J and Sundstr{\"o}m, Johan and Swertz, Morris A and Taylor, Kent D and Teumer, Alexander and Tobin, Martin D and Tomaszewski, Maciej and Toniolo, Daniela and Traglia, Michela and Trompet, Stella and Tuomilehto, Jaakko and Tzourio, Christophe and Uitterlinden, Andr{\'e} G and Vaez, Ahmad and van der Most, Peter J and van Duijn, Cornelia M and Vergnaud, Anne-Claire and Verwoert, Germaine C and Vitart, Veronique and V{\"o}lker, Uwe and Vollenweider, Peter and Vuckovic, Dragana and Watkins, Hugh and Wild, Sarah H and Willemsen, Gonneke and Wilson, James F and Wright, Alan F and Yao, Jie and Zemunik, Tatijana and Zhang, Weihua and Attia, John R and Butterworth, Adam S and Chasman, Daniel I and Conen, David and Cucca, Francesco and Danesh, John and Hayward, Caroline and Howson, Joanna M M and Laakso, Markku and Lakatta, Edward G and Langenberg, Claudia and Melander, Olle and Mook-Kanamori, Dennis O and Palmer, Colin N A and Risch, Lorenz and Scott, Robert A and Scott, Rodney J and Sever, Peter and Spector, Tim D and van der Harst, Pim and Wareham, Nicholas J and Zeggini, Eleftheria and Levy, Daniel and Munroe, Patricia B and Newton-Cheh, Christopher and Brown, Morris J and Metspalu, Andres and Hung, Adriana M and O{\textquoteright}Donnell, Christopher J and Edwards, Todd L and Psaty, Bruce M and Tzoulaki, Ioanna and Barnes, Michael R and Wain, Louise V and Elliott, Paul and Caulfield, Mark J} } @article {10512, title = {Novel Blood Pressure Locus and Gene Discovery Using Genome-Wide Association Study and Expression Data Sets From Blood and the Kidney.}, journal = {Hypertension}, year = {2017}, month = {2017 Jul 24}, abstract = {

Elevated blood pressure is a major risk factor for cardiovascular disease and has a substantial genetic contribution. Genetic variation influencing blood pressure has the potential to identify new pharmacological targets for the treatment of hypertension. To discover additional novel blood pressure loci, we used 1000 Genomes Project-based imputation in 150 134 European ancestry individuals and sought significant evidence for independent replication in a further 228 245 individuals. We report 6 new signals of association in or near , , , , , and , and provide new replication evidence for a further 2 signals in and Combining large whole-blood gene expression resources totaling 12 607 individuals, we investigated all novel and previously reported signals and identified 48 genes with evidence for involvement in blood pressure regulation that are significant in multiple resources. Three novel kidney-specific signals were also detected. These robustly implicated genes may provide new leads for therapeutic innovation.

}, issn = {1524-4563}, doi = {10.1161/HYPERTENSIONAHA.117.09438}, author = {Wain, Louise V and Vaez, Ahmad and Jansen, Rick and Joehanes, Roby and van der Most, Peter J and Erzurumluoglu, A Mesut and O{\textquoteright}Reilly, Paul F and Cabrera, Claudia P and Warren, Helen R and Rose, Lynda M and Verwoert, Germaine C and Hottenga, Jouke-Jan and Strawbridge, Rona J and Esko, T{\~o}nu and Arking, Dan E and Hwang, Shih-Jen and Guo, Xiuqing and Kutalik, Zolt{\'a}n and Trompet, Stella and Shrine, Nick and Teumer, Alexander and Ried, Janina S and Bis, Joshua C and Smith, Albert V and Amin, Najaf and Nolte, Ilja M and Lyytik{\"a}inen, Leo-Pekka and Mahajan, Anubha and Wareham, Nicholas J and Hofer, Edith and Joshi, Peter K and Kristiansson, Kati and Traglia, Michela and Havulinna, Aki S and Goel, Anuj and Nalls, Mike A and S{\~o}ber, Siim and Vuckovic, Dragana and Luan, Jian{\textquoteright}an and del Greco M, Fabiola and Ayers, Kristin L and Marrugat, Jaume and Ruggiero, Daniela and Lopez, Lorna M and Niiranen, Teemu and Enroth, Stefan and Jackson, Anne U and Nelson, Christopher P and Huffman, Jennifer E and Zhang, Weihua and Marten, Jonathan and Gandin, Ilaria and Harris, Sarah E and Zemunik, Tatijana and Lu, Yingchang and Evangelou, Evangelos and Shah, Nabi and de Borst, Martin H and Mangino, Massimo and Prins, Bram P and Campbell, Archie and Li-Gao, Ruifang and Chauhan, Ganesh and Oldmeadow, Christopher and Abecasis, Goncalo and Abedi, Maryam and Barbieri, Caterina M and Barnes, Michael R and Batini, Chiara and Beilby, John and Blake, Tineka and Boehnke, Michael and Bottinger, Erwin P and Braund, Peter S and Brown, Morris and Brumat, Marco and Campbell, Harry and Chambers, John C and Cocca, Massimiliano and Collins, Francis and Connell, John and Cordell, Heather J and Damman, Jeffrey J and Davies, Gail and de Geus, Eco J and de Mutsert, Ren{\'e}e and Deelen, Joris and Demirkale, Yusuf and Doney, Alex S F and D{\"o}rr, Marcus and Farrall, Martin and Ferreira, Teresa and Fr{\r a}nberg, Mattias and Gao, He and Giedraitis, Vilmantas and Gieger, Christian and Giulianini, Franco and Gow, Alan J and Hamsten, Anders and Harris, Tamara B and Hofman, Albert and Holliday, Elizabeth G and Hui, Jennie and J{\"a}rvelin, Marjo-Riitta and Johansson, {\r A}sa and Johnson, Andrew D and Jousilahti, Pekka and Jula, Antti and K{\"a}h{\"o}nen, Mika and Kathiresan, Sekar and Khaw, Kay-Tee and Kolcic, Ivana and Koskinen, Seppo and Langenberg, Claudia and Larson, Marty and Launer, Lenore J and Lehne, Benjamin and Liewald, David C M and Lin, Li and Lind, Lars and Mach, Fran{\c c}ois and Mamasoula, Chrysovalanto and Menni, Cristina and Mifsud, Borbala and Milaneschi, Yuri and Morgan, Anna and Morris, Andrew D and Morrison, Alanna C and Munson, Peter J and Nandakumar, Priyanka and Nguyen, Quang Tri and Nutile, Teresa and Oldehinkel, Albertine J and Oostra, Ben A and Org, Elin and Padmanabhan, Sandosh and Palotie, Aarno and Par{\'e}, Guillaume and Pattie, Alison and Penninx, Brenda W J H and Poulter, Neil and Pramstaller, Peter P and Raitakari, Olli T and Ren, Meixia and Rice, Kenneth and Ridker, Paul M and Riese, Harri{\"e}tte and Ripatti, Samuli and Robino, Antonietta and Rotter, Jerome I and Rudan, Igor and Saba, Yasaman and Saint Pierre, Aude and Sala, Cinzia F and Sarin, Antti-Pekka and Schmidt, Reinhold and Scott, Rodney and Seelen, Marc A and Shields, Denis C and Siscovick, David and Sorice, Rossella and Stanton, Alice and Stott, David J and Sundstr{\"o}m, Johan and Swertz, Morris and Taylor, Kent D and Thom, Simon and Tzoulaki, Ioanna and Tzourio, Christophe and Uitterlinden, Andr{\'e} G and V{\"o}lker, Uwe and Vollenweider, Peter and Wild, Sarah and Willemsen, Gonneke and Wright, Alan F and Yao, Jie and Th{\'e}riault, S{\'e}bastien and Conen, David and Attia, John and Sever, Peter and Debette, St{\'e}phanie and Mook-Kanamori, Dennis O and Zeggini, Eleftheria and Spector, Tim D and van der Harst, Pim and Palmer, Colin N A and Vergnaud, Anne-Claire and Loos, Ruth J F and Polasek, Ozren and Starr, John M and Girotto, Giorgia and Hayward, Caroline and Kooner, Jaspal S and Lindgren, Cecila M and Vitart, Veronique and Samani, Nilesh J and Tuomilehto, Jaakko and Gyllensten, Ulf and Knekt, Paul and Deary, Ian J and Ciullo, Marina and Elosua, Roberto and Keavney, Bernard D and Hicks, Andrew A and Scott, Robert A and Gasparini, Paolo and Laan, Maris and Liu, Yongmei and Watkins, Hugh and Hartman, Catharina A and Salomaa, Veikko and Toniolo, Daniela and Perola, Markus and Wilson, James F and Schmidt, Helena and Zhao, Jing Hua and Lehtim{\"a}ki, Terho and van Duijn, Cornelia M and Gudnason, Vilmundur and Psaty, Bruce M and Peters, Annette and Rettig, Rainer and James, Alan and Jukema, J Wouter and Strachan, David P and Palmas, Walter and Metspalu, Andres and Ingelsson, Erik and Boomsma, Dorret I and Franco, Oscar H and Bochud, Murielle and Newton-Cheh, Christopher and Munroe, Patricia B and Elliott, Paul and Chasman, Daniel I and Chakravarti, Aravinda and Knight, Joanne and Morris, Andrew P and Levy, Daniel and Tobin, Martin D and Snieder, Harold and Caulfield, Mark J and Ehret, Georg B} } @article {10493, title = {Rare and low-frequency coding variants alter human adult height.}, journal = {Nature}, volume = {542}, year = {2017}, month = {2017 02 09}, pages = {186-190}, abstract = {

Height is a highly heritable, classic polygenic trait with approximately 700 common associated variants identified through genome-wide association studies so far. Here, we report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8\%) and effects of up to 2 centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (giving an increase of 1-2 centimetres per allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of IGFBP-4 in vitro, resulting in higher bioavailability of insulin-like growth factors. These 83 height-associated variants overlap genes that are mutated in monogenic growth disorders and highlight new biological candidates (such as ADAMTS3, IL11RA and NOX4) and pathways (such as proteoglycan and glycosaminoglycan synthesis) involved in growth. Our results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate-to-large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways.

}, keywords = {ADAMTS Proteins, Adult, Alleles, Body Height, Cell Adhesion Molecules, Female, Gene Frequency, Genetic Variation, Genome, Human, Glycoproteins, Glycosaminoglycans, Hedgehog Proteins, Humans, Intercellular Signaling Peptides and Proteins, Interferon Regulatory Factors, Interleukin-11 Receptor alpha Subunit, Male, Multifactorial Inheritance, NADPH Oxidase 4, NADPH Oxidases, Phenotype, Pregnancy-Associated Plasma Protein-A, Procollagen N-Endopeptidase, Proteoglycans, Proteolysis, Receptors, Androgen, Somatomedins}, issn = {1476-4687}, doi = {10.1038/nature21039}, author = {Marouli, Eirini and Graff, Mariaelisa and Medina-Gomez, Carolina and Lo, Ken Sin and Wood, Andrew R and Kjaer, Troels R and Fine, Rebecca S and Lu, Yingchang and Schurmann, Claudia and Highland, Heather M and R{\"u}eger, Sina and Thorleifsson, Gudmar and Justice, Anne E and Lamparter, David and Stirrups, Kathleen E and Turcot, Val{\'e}rie and Young, Kristin L and Winkler, Thomas W and Esko, T{\~o}nu and Karaderi, Tugce and Locke, Adam E and Masca, Nicholas G D and Ng, Maggie C Y and Mudgal, Poorva and Rivas, Manuel A and Vedantam, Sailaja and Mahajan, Anubha and Guo, Xiuqing and Abecasis, Goncalo and Aben, Katja K and Adair, Linda S and Alam, Dewan S and Albrecht, Eva and Allin, Kristine H and Allison, Matthew and Amouyel, Philippe and Appel, Emil V and Arveiler, Dominique and Asselbergs, Folkert W and Auer, Paul L and Balkau, Beverley and Banas, Bernhard and Bang, Lia E and Benn, Marianne and Bergmann, Sven and Bielak, Lawrence F and Bl{\"u}her, Matthias and Boeing, Heiner and Boerwinkle, Eric and B{\"o}ger, Carsten A and Bonnycastle, Lori L and Bork-Jensen, Jette and Bots, Michiel L and Bottinger, Erwin P and Bowden, Donald W and Brandslund, Ivan and Breen, Gerome and Brilliant, Murray H and Broer, Linda and Burt, Amber A and Butterworth, Adam S and Carey, David J and Caulfield, Mark J and Chambers, John C and Chasman, Daniel I and Chen, Yii-Der Ida and Chowdhury, Rajiv and Christensen, Cramer and Chu, Audrey Y and Cocca, Massimiliano and Collins, Francis S and Cook, James P and Corley, Janie and Galbany, Jordi Corominas and Cox, Amanda J and Cuellar-Partida, Gabriel and Danesh, John and Davies, Gail and de Bakker, Paul I W and de Borst, Gert J and de Denus, Simon and de Groot, Mark C H and de Mutsert, Ren{\'e}e and Deary, Ian J and Dedoussis, George and Demerath, Ellen W and den Hollander, Anneke I and Dennis, Joe G and Di Angelantonio, Emanuele and Drenos, Fotios and Du, Mengmeng and Dunning, Alison M and Easton, Douglas F and Ebeling, Tapani and Edwards, Todd L and Ellinor, Patrick T and Elliott, Paul and Evangelou, Evangelos and Farmaki, Aliki-Eleni and Faul, Jessica D and Feitosa, Mary F and Feng, Shuang and Ferrannini, Ele and Ferrario, Marco M and Ferri{\`e}res, Jean and Florez, Jose C and Ford, Ian and Fornage, Myriam and Franks, Paul W and Frikke-Schmidt, Ruth and Galesloot, Tessel E and Gan, Wei and Gandin, Ilaria and Gasparini, Paolo and Giedraitis, Vilmantas and Giri, Ayush and Girotto, Giorgia and Gordon, Scott D and Gordon-Larsen, Penny and Gorski, Mathias and Grarup, Niels and Grove, Megan L and Gudnason, Vilmundur and Gustafsson, Stefan and Hansen, Torben and Harris, Kathleen Mullan and Harris, Tamara B and Hattersley, Andrew T and Hayward, Caroline and He, Liang and Heid, Iris M and Heikkil{\"a}, Kauko and Helgeland, {\O}yvind and Hernesniemi, Jussi and Hewitt, Alex W and Hocking, Lynne J and Hollensted, Mette and Holmen, Oddgeir L and Hovingh, G Kees and Howson, Joanna M M and Hoyng, Carel B and Huang, Paul L and Hveem, Kristian and Ikram, M Arfan and Ingelsson, Erik and Jackson, Anne U and Jansson, Jan-H{\r a}kan and Jarvik, Gail P and Jensen, Gorm B and Jhun, Min A and Jia, Yucheng and Jiang, Xuejuan and Johansson, Stefan and J{\o}rgensen, Marit E and J{\o}rgensen, Torben and Jousilahti, Pekka and Jukema, J Wouter and Kahali, Bratati and Kahn, Ren{\'e} S and K{\"a}h{\"o}nen, Mika and Kamstrup, Pia R and Kanoni, Stavroula and Kaprio, Jaakko and Karaleftheri, Maria and Kardia, Sharon L R and Karpe, Fredrik and Kee, Frank and Keeman, Renske and Kiemeney, Lambertus A and Kitajima, Hidetoshi and Kluivers, Kirsten B and Kocher, Thomas and Komulainen, Pirjo and Kontto, Jukka and Kooner, Jaspal S and Kooperberg, Charles and Kovacs, Peter and Kriebel, Jennifer and Kuivaniemi, Helena and K{\"u}ry, S{\'e}bastien and Kuusisto, Johanna and La Bianca, Martina and Laakso, Markku and Lakka, Timo A and Lange, Ethan M and Lange, Leslie A and Langefeld, Carl D and Langenberg, Claudia and Larson, Eric B and Lee, I-Te and Lehtim{\"a}ki, Terho and Lewis, Cora E and Li, Huaixing and Li, Jin and Li-Gao, Ruifang and Lin, Honghuang and Lin, Li-An and Lin, Xu and Lind, Lars and Lindstr{\"o}m, Jaana and Linneberg, Allan and Liu, Yeheng and Liu, Yongmei and Lophatananon, Artitaya and Luan, Jian{\textquoteright}an and Lubitz, Steven A and Lyytik{\"a}inen, Leo-Pekka and Mackey, David A and Madden, Pamela A F and Manning, Alisa K and M{\"a}nnist{\"o}, Satu and Marenne, Ga{\"e}lle and Marten, Jonathan and Martin, Nicholas G and Mazul, Angela L and Meidtner, Karina and Metspalu, Andres and Mitchell, Paul and Mohlke, Karen L and Mook-Kanamori, Dennis O and Morgan, Anna and Morris, Andrew D and Morris, Andrew P and M{\"u}ller-Nurasyid, Martina and Munroe, Patricia B and Nalls, Mike A and Nauck, Matthias and Nelson, Christopher P and Neville, Matt and Nielsen, Sune F and Nikus, Kjell and Nj{\o}lstad, P{\r a}l R and Nordestgaard, B{\o}rge G and Ntalla, Ioanna and O{\textquoteright}Connel, Jeffrey R and Oksa, Heikki and Loohuis, Loes M Olde and Ophoff, Roel A and Owen, Katharine R and Packard, Chris J and Padmanabhan, Sandosh and Palmer, Colin N A and Pasterkamp, Gerard and Patel, Aniruddh P and Pattie, Alison and Pedersen, Oluf and Peissig, Peggy L and Peloso, Gina M and Pennell, Craig E and Perola, Markus and Perry, James A and Perry, John R B and Person, Thomas N and Pirie, Ailith and Polasek, Ozren and Posthuma, Danielle and Raitakari, Olli T and Rasheed, Asif and Rauramaa, Rainer and Reilly, Dermot F and Reiner, Alex P and Renstrom, Frida and Ridker, Paul M and Rioux, John D and Robertson, Neil and Robino, Antonietta and Rolandsson, Olov and Rudan, Igor and Ruth, Katherine S and Saleheen, Danish and Salomaa, Veikko and Samani, Nilesh J and Sandow, Kevin and Sapkota, Yadav and Sattar, Naveed and Schmidt, Marjanka K and Schreiner, Pamela J and Schulze, Matthias B and Scott, Robert A and Segura-Lepe, Marcelo P and Shah, Svati and Sim, Xueling and Sivapalaratnam, Suthesh and Small, Kerrin S and Smith, Albert Vernon and Smith, Jennifer A and Southam, Lorraine and Spector, Timothy D and Speliotes, Elizabeth K and Starr, John M and Steinthorsdottir, Valgerdur and Stringham, Heather M and Stumvoll, Michael and Surendran, Praveen and {\textquoteright}t Hart, Leen M and Tansey, Katherine E and Tardif, Jean-Claude and Taylor, Kent D and Teumer, Alexander and Thompson, Deborah J and Thorsteinsdottir, Unnur and Thuesen, Betina H and T{\"o}njes, Anke and Tromp, Gerard and Trompet, Stella and Tsafantakis, Emmanouil and Tuomilehto, Jaakko and Tybjaerg-Hansen, Anne and Tyrer, Jonathan P and Uher, Rudolf and Uitterlinden, Andr{\'e} G and Ulivi, Sheila and van der Laan, Sander W and Van Der Leij, Andries R and van Duijn, Cornelia M and van Schoor, Natasja M and van Setten, Jessica and Varbo, Anette and Varga, Tibor V and Varma, Rohit and Edwards, Digna R Velez and Vermeulen, Sita H and Vestergaard, Henrik and Vitart, Veronique and Vogt, Thomas F and Vozzi, Diego and Walker, Mark and Wang, Feijie and Wang, Carol A and Wang, Shuai and Wang, Yiqin and Wareham, Nicholas J and Warren, Helen R and Wessel, Jennifer and Willems, Sara M and Wilson, James G and Witte, Daniel R and Woods, Michael O and Wu, Ying and Yaghootkar, Hanieh and Yao, Jie and Yao, Pang and Yerges-Armstrong, Laura M and Young, Robin and Zeggini, Eleftheria and Zhan, Xiaowei and Zhang, Weihua and Zhao, Jing Hua and Zhao, Wei and Zhao, Wei and Zheng, He and Zhou, Wei and Rotter, Jerome I and Boehnke, Michael and Kathiresan, Sekar and McCarthy, Mark I and Willer, Cristen J and Stefansson, Kari and Borecki, Ingrid B and Liu, Dajiang J and North, Kari E and Heard-Costa, Nancy L and Pers, Tune H and Lindgren, Cecilia M and Oxvig, Claus and Kutalik, Zolt{\'a}n and Rivadeneira, Fernando and Loos, Ruth J F and Frayling, Timothy M and Hirschhorn, Joel N and Deloukas, Panos and Lettre, Guillaume} } @article {7691, title = {Genetic studies of body mass index yield new insights for obesity biology.}, journal = {Nature}, volume = {518}, year = {2015}, month = {2015 Feb 12}, pages = {197-206}, abstract = {

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~{\texttimes}~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.

}, keywords = {Adipogenesis, Adiposity, Age Factors, Body Mass Index, Continental Population Groups, Energy Metabolism, Europe, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Glutamic Acid, Humans, Insulin, Male, Obesity, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Synapses}, issn = {1476-4687}, doi = {10.1038/nature14177}, author = {Locke, Adam E and Kahali, Bratati and Berndt, Sonja I and Justice, Anne E and Pers, Tune H and Day, Felix R and Powell, Corey and Vedantam, Sailaja and Buchkovich, Martin L and Yang, Jian and Croteau-Chonka, Damien C and Esko, T{\~o}nu and Fall, Tove and Ferreira, Teresa and Gustafsson, Stefan and Kutalik, Zolt{\'a}n and Luan, Jian{\textquoteright}an and M{\"a}gi, Reedik and Randall, Joshua C and Winkler, Thomas W and Wood, Andrew R and Workalemahu, Tsegaselassie and Faul, Jessica D and Smith, Jennifer A and Hua Zhao, Jing and Zhao, Wei and Chen, Jin and Fehrmann, Rudolf and Hedman, {\r A}sa K and Karjalainen, Juha and Schmidt, Ellen M and Absher, Devin and Amin, Najaf and Anderson, Denise and Beekman, Marian and Bolton, Jennifer L and Bragg-Gresham, Jennifer L and Buyske, Steven and Demirkan, Ayse and Deng, Guohong and Ehret, Georg B and Feenstra, Bjarke and Feitosa, Mary F and Fischer, Krista and Goel, Anuj and Gong, Jian and Jackson, Anne U and Kanoni, Stavroula and Kleber, Marcus E and Kristiansson, Kati and Lim, Unhee and Lotay, Vaneet and Mangino, Massimo and Mateo Leach, Irene and Medina-Gomez, Carolina and Medland, Sarah E and Nalls, Michael A and Palmer, Cameron D and Pasko, Dorota and Pechlivanis, Sonali and Peters, Marjolein J and Prokopenko, Inga and Shungin, Dmitry and Stan{\v c}{\'a}kov{\'a}, Alena and Strawbridge, Rona J and Ju Sung, Yun and Tanaka, Toshiko and Teumer, Alexander and Trompet, Stella and van der Laan, Sander W and van Setten, Jessica and Van Vliet-Ostaptchouk, Jana V and Wang, Zhaoming and Yengo, Loic and Zhang, Weihua and Isaacs, Aaron and Albrecht, Eva and Arnl{\"o}v, Johan and Arscott, Gillian M and Attwood, Antony P and Bandinelli, Stefania and Barrett, Amy and Bas, Isabelita N and Bellis, Claire and Bennett, Amanda J and Berne, Christian and Blagieva, Roza and Bl{\"u}her, Matthias and B{\"o}hringer, Stefan and Bonnycastle, Lori L and B{\"o}ttcher, Yvonne and Boyd, Heather A and Bruinenberg, Marcel and Caspersen, Ida H and Ida Chen, Yii-Der and Clarke, Robert and Daw, E Warwick and de Craen, Anton J M and Delgado, Graciela and Dimitriou, Maria and Doney, Alex S F and Eklund, Niina and Estrada, Karol and Eury, Elodie and Folkersen, Lasse and Fraser, Ross M and Garcia, Melissa E and Geller, Frank and Giedraitis, Vilmantas and Gigante, Bruna and Go, Alan S and Golay, Alain and Goodall, Alison H and Gordon, Scott D and Gorski, Mathias and Grabe, Hans-J{\"o}rgen and Grallert, Harald and Grammer, Tanja B and Gr{\"a}{\ss}ler, J{\"u}rgen and Gr{\"o}nberg, Henrik and Groves, Christopher J and Gusto, Ga{\"e}lle and Haessler, Jeffrey and Hall, Per and Haller, Toomas and Hallmans, Goran and Hartman, Catharina A and Hassinen, Maija and Hayward, Caroline and Heard-Costa, Nancy L and Helmer, Quinta and Hengstenberg, Christian and Holmen, Oddgeir and Hottenga, Jouke-Jan and James, Alan L and Jeff, Janina M and Johansson, {\r A}sa and Jolley, Jennifer and Juliusdottir, Thorhildur and Kinnunen, Leena and Koenig, Wolfgang and Koskenvuo, Markku and Kratzer, Wolfgang and Laitinen, Jaana and Lamina, Claudia and Leander, Karin and Lee, Nanette R and Lichtner, Peter and Lind, Lars and Lindstr{\"o}m, Jaana and Sin Lo, Ken and Lobbens, St{\'e}phane and Lorbeer, Roberto and Lu, Yingchang and Mach, Fran{\c c}ois and Magnusson, Patrik K E and Mahajan, Anubha and McArdle, Wendy L and McLachlan, Stela and Menni, Cristina and Merger, Sigrun and Mihailov, Evelin and Milani, Lili and Moayyeri, Alireza and Monda, Keri L and Morken, Mario A and Mulas, Antonella and M{\"u}ller, Gabriele and M{\"u}ller-Nurasyid, Martina and Musk, Arthur W and Nagaraja, Ramaiah and N{\"o}then, Markus M and Nolte, Ilja M and Pilz, Stefan and Rayner, Nigel W and Renstrom, Frida and Rettig, Rainer and Ried, Janina S and Ripke, Stephan and Robertson, Neil R and Rose, Lynda M and Sanna, Serena and Scharnagl, Hubert and Scholtens, Salome and Schumacher, Fredrick R and Scott, William R and Seufferlein, Thomas and Shi, Jianxin and Vernon Smith, Albert and Smolonska, Joanna and Stanton, Alice V and Steinthorsdottir, Valgerdur and Stirrups, Kathleen and Stringham, Heather M and Sundstr{\"o}m, Johan and Swertz, Morris A and Swift, Amy J and Syv{\"a}nen, Ann-Christine and Tan, Sian-Tsung and Tayo, Bamidele O and Thorand, Barbara and Thorleifsson, Gudmar and Tyrer, Jonathan P and Uh, Hae-Won and Vandenput, Liesbeth and Verhulst, Frank C and Vermeulen, Sita H and Verweij, Niek and Vonk, Judith M and Waite, Lindsay L and Warren, Helen R and Waterworth, Dawn and Weedon, Michael N and Wilkens, Lynne R and Willenborg, Christina and Wilsgaard, Tom and Wojczynski, Mary K and Wong, Andrew and Wright, Alan F and Zhang, Qunyuan and Brennan, Eoin P and Choi, Murim and Dastani, Zari and Drong, Alexander W and Eriksson, Per and Franco-Cereceda, Anders and G{\r a}din, Jesper R and Gharavi, Ali G and Goddard, Michael E and Handsaker, Robert E and Huang, Jinyan and Karpe, Fredrik and Kathiresan, Sekar and Keildson, Sarah and Kiryluk, Krzysztof and Kubo, Michiaki and Lee, Jong-Young and Liang, Liming and Lifton, Richard P and Ma, Baoshan and McCarroll, Steven A and McKnight, Amy J and Min, Josine L and Moffatt, Miriam F and Montgomery, Grant W and Murabito, Joanne M and Nicholson, George and Nyholt, Dale R and Okada, Yukinori and Perry, John R B and Dorajoo, Rajkumar and Reinmaa, Eva and Salem, Rany M and Sandholm, Niina and Scott, Robert A and Stolk, Lisette and Takahashi, Atsushi and Tanaka, Toshihiro and Van{\textquoteright}t Hooft, Ferdinand M and Vinkhuyzen, Anna A E and Westra, Harm-Jan and Zheng, Wei and Zondervan, Krina T and Heath, Andrew C and Arveiler, Dominique and Bakker, Stephan J L and Beilby, John and Bergman, Richard N and Blangero, John and Bovet, Pascal and Campbell, Harry and Caulfield, Mark J and Cesana, Giancarlo and Chakravarti, Aravinda and Chasman, Daniel I and Chines, Peter S and Collins, Francis S and Crawford, Dana C and Cupples, L Adrienne and Cusi, Daniele and Danesh, John and de Faire, Ulf and den Ruijter, Hester M and Dominiczak, Anna F and Erbel, Raimund and Erdmann, Jeanette and Eriksson, Johan G and Farrall, Martin and Felix, Stephan B and Ferrannini, Ele and Ferri{\`e}res, Jean and Ford, Ian and Forouhi, Nita G and Forrester, Terrence and Franco, Oscar H and Gansevoort, Ron T and Gejman, Pablo V and Gieger, Christian and Gottesman, Omri and Gudnason, Vilmundur and Gyllensten, Ulf and Hall, Alistair S and Harris, Tamara B and Hattersley, Andrew T and Hicks, Andrew A and Hindorff, Lucia A and Hingorani, Aroon D and Hofman, Albert and Homuth, Georg and Hovingh, G Kees and Humphries, Steve E and Hunt, Steven C and Hypp{\"o}nen, Elina and Illig, Thomas and Jacobs, Kevin B and J{\"a}rvelin, Marjo-Riitta and J{\"o}ckel, Karl-Heinz and Johansen, Berit and Jousilahti, Pekka and Jukema, J Wouter and Jula, Antti M and Kaprio, Jaakko and Kastelein, John J P and Keinanen-Kiukaanniemi, Sirkka M and Kiemeney, Lambertus A and Knekt, Paul and Kooner, Jaspal S and Kooperberg, Charles and Kovacs, Peter and Kraja, Aldi T and Kumari, Meena and Kuusisto, Johanna and Lakka, Timo A and Langenberg, Claudia and Le Marchand, Loic and Lehtim{\"a}ki, Terho and Lyssenko, Valeriya and M{\"a}nnist{\"o}, Satu and Marette, Andr{\'e} and Matise, Tara C and McKenzie, Colin A and McKnight, Barbara and Moll, Frans L and Morris, Andrew D and Morris, Andrew P and Murray, Jeffrey C and Nelis, Mari and Ohlsson, Claes and Oldehinkel, Albertine J and Ong, Ken K and Madden, Pamela A F and Pasterkamp, Gerard and Peden, John F and Peters, Annette and Postma, Dirkje S and Pramstaller, Peter P and Price, Jackie F and Qi, Lu and Raitakari, Olli T and Rankinen, Tuomo and Rao, D C and Rice, Treva K and Ridker, Paul M and Rioux, John D and Ritchie, Marylyn D and Rudan, Igor and Salomaa, Veikko and Samani, Nilesh J and Saramies, Jouko and Sarzynski, Mark A and Schunkert, Heribert and Schwarz, Peter E H and Sever, Peter and Shuldiner, Alan R and Sinisalo, Juha and Stolk, Ronald P and Strauch, Konstantin and T{\"o}njes, Anke and Tr{\'e}gou{\"e}t, David-Alexandre and Tremblay, Angelo and Tremoli, Elena and Virtamo, Jarmo and Vohl, Marie-Claude and V{\"o}lker, Uwe and Waeber, Gerard and Willemsen, Gonneke and Witteman, Jacqueline C and Zillikens, M Carola and Adair, Linda S and Amouyel, Philippe and Asselbergs, Folkert W and Assimes, Themistocles L and Bochud, Murielle and Boehm, Bernhard O and Boerwinkle, Eric and Bornstein, Stefan R and Bottinger, Erwin P and Bouchard, Claude and Cauchi, St{\'e}phane and Chambers, John C and Chanock, Stephen J and Cooper, Richard S and de Bakker, Paul I W and Dedoussis, George and Ferrucci, Luigi and Franks, Paul W and Froguel, Philippe and Groop, Leif C and Haiman, Christopher A and Hamsten, Anders and Hui, Jennie and Hunter, David J and Hveem, Kristian and Kaplan, Robert C and Kivimaki, Mika and Kuh, Diana and Laakso, Markku and Liu, Yongmei and Martin, Nicholas G and M{\"a}rz, Winfried and Melbye, Mads and Metspalu, Andres and Moebus, Susanne and Munroe, Patricia B and Nj{\o}lstad, Inger and Oostra, Ben A and Palmer, Colin N A and Pedersen, Nancy L and Perola, Markus and P{\'e}russe, Louis and Peters, Ulrike and Power, Chris and Quertermous, Thomas and Rauramaa, Rainer and Rivadeneira, Fernando and Saaristo, Timo E and Saleheen, Danish and Sattar, Naveed and Schadt, Eric E and Schlessinger, David and Slagboom, P Eline and Snieder, Harold and Spector, Tim D and Thorsteinsdottir, Unnur and Stumvoll, Michael and Tuomilehto, Jaakko and Uitterlinden, Andr{\'e} G and Uusitupa, Matti and van der Harst, Pim and Walker, Mark and Wallaschofski, Henri and Wareham, Nicholas J and Watkins, Hugh and Weir, David R and Wichmann, H-Erich and Wilson, James F and Zanen, Pieter and Borecki, Ingrid B and Deloukas, Panos and Fox, Caroline S and Heid, Iris M and O{\textquoteright}Connell, Jeffrey R and Strachan, David P and Stefansson, Kari and van Duijn, Cornelia M and Abecasis, Goncalo R and Franke, Lude and Frayling, Timothy M and McCarthy, Mark I and Visscher, Peter M and Scherag, Andr{\'e} and Willer, Cristen J and Boehnke, Michael and Mohlke, Karen L and Lindgren, Cecilia M and Beckmann, Jacques S and Barroso, In{\^e}s and North, Kari E and Ingelsson, Erik and Hirschhorn, Joel N and Loos, Ruth J F and Speliotes, Elizabeth K} }