<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Lee, James J</style></author><author><style face="normal" font="default" size="100%">Wedow, Robbee</style></author><author><style face="normal" font="default" size="100%">Okbay, Aysu</style></author><author><style face="normal" font="default" size="100%">Kong, Edward</style></author><author><style face="normal" font="default" size="100%">Maghzian, Omeed</style></author><author><style face="normal" font="default" size="100%">Zacher, Meghan</style></author><author><style face="normal" font="default" size="100%">Nguyen-Viet, Tuan Anh</style></author><author><style face="normal" font="default" size="100%">Bowers, Peter</style></author><author><style face="normal" font="default" size="100%">Sidorenko, Julia</style></author><author><style face="normal" font="default" size="100%">Karlsson Linnér, Richard</style></author><author><style face="normal" font="default" size="100%">Fontana, Mark Alan</style></author><author><style face="normal" font="default" size="100%">Kundu, Tushar</style></author><author><style face="normal" font="default" size="100%">Lee, Chanwook</style></author><author><style face="normal" font="default" size="100%">Li, Hui</style></author><author><style face="normal" font="default" size="100%">Li, Ruoxi</style></author><author><style face="normal" font="default" size="100%">Royer, Rebecca</style></author><author><style face="normal" font="default" size="100%">Timshel, Pascal N</style></author><author><style face="normal" font="default" size="100%">Walters, Raymond K</style></author><author><style face="normal" font="default" size="100%">Willoughby, Emily A</style></author><author><style face="normal" font="default" size="100%">Yengo, Loic</style></author><author><style face="normal" font="default" size="100%">Alver, Maris</style></author><author><style face="normal" font="default" size="100%">Bao, Yanchun</style></author><author><style face="normal" font="default" size="100%">Clark, David W</style></author><author><style face="normal" font="default" size="100%">Day, Felix R</style></author><author><style face="normal" font="default" size="100%">Furlotte, Nicholas A</style></author><author><style face="normal" font="default" size="100%">Joshi, Peter K</style></author><author><style face="normal" font="default" size="100%">Kemper, Kathryn E</style></author><author><style face="normal" font="default" size="100%">Kleinman, Aaron</style></author><author><style face="normal" font="default" size="100%">Langenberg, Claudia</style></author><author><style face="normal" font="default" size="100%">Mägi, Reedik</style></author><author><style face="normal" font="default" size="100%">Trampush, Joey W</style></author><author><style face="normal" font="default" size="100%">Verma, Shefali Setia</style></author><author><style face="normal" font="default" size="100%">Wu, Yang</style></author><author><style face="normal" font="default" size="100%">Lam, Max</style></author><author><style face="normal" font="default" size="100%">Zhao, Jing Hua</style></author><author><style face="normal" font="default" size="100%">Zheng, Zhili</style></author><author><style face="normal" font="default" size="100%">Boardman, Jason D</style></author><author><style face="normal" font="default" size="100%">Campbell, Harry</style></author><author><style face="normal" font="default" size="100%">Freese, Jeremy</style></author><author><style face="normal" font="default" size="100%">Harris, Kathleen Mullan</style></author><author><style face="normal" font="default" size="100%">Hayward, Caroline</style></author><author><style face="normal" font="default" size="100%">Herd, Pamela</style></author><author><style face="normal" font="default" size="100%">Kumari, Meena</style></author><author><style face="normal" font="default" size="100%">Lencz, Todd</style></author><author><style face="normal" font="default" size="100%">Luan, Jian'an</style></author><author><style face="normal" font="default" size="100%">Malhotra, Anil K</style></author><author><style face="normal" font="default" size="100%">Metspalu, Andres</style></author><author><style face="normal" font="default" size="100%">Milani, Lili</style></author><author><style face="normal" font="default" size="100%">Ong, Ken K</style></author><author><style face="normal" font="default" size="100%">Perry, John R B</style></author><author><style face="normal" font="default" size="100%">Porteous, David J</style></author><author><style face="normal" font="default" size="100%">Ritchie, Marylyn D</style></author><author><style face="normal" font="default" size="100%">Smart, Melissa C</style></author><author><style face="normal" font="default" size="100%">Smith, Blair H</style></author><author><style face="normal" font="default" size="100%">Tung, Joyce Y</style></author><author><style face="normal" font="default" size="100%">Wareham, Nicholas J</style></author><author><style face="normal" font="default" size="100%">Wilson, James F</style></author><author><style face="normal" font="default" size="100%">Beauchamp, Jonathan P</style></author><author><style face="normal" font="default" size="100%">Conley, Dalton C</style></author><author><style face="normal" font="default" size="100%">Esko, Tõnu</style></author><author><style face="normal" font="default" size="100%">Lehrer, Steven F</style></author><author><style face="normal" font="default" size="100%">Magnusson, Patrik K E</style></author><author><style face="normal" font="default" size="100%">Oskarsson, Sven</style></author><author><style face="normal" font="default" size="100%">Pers, Tune H</style></author><author><style face="normal" font="default" size="100%">Robinson, Matthew R</style></author><author><style face="normal" font="default" size="100%">Thom, Kevin</style></author><author><style face="normal" font="default" size="100%">Watson, Chelsea</style></author><author><style face="normal" font="default" size="100%">Chabris, Christopher F</style></author><author><style face="normal" font="default" size="100%">Meyer, Michelle N</style></author><author><style face="normal" font="default" size="100%">Laibson, David I</style></author><author><style face="normal" font="default" size="100%">Yang, Jian</style></author><author><style face="normal" font="default" size="100%">Johannesson, Magnus</style></author><author><style face="normal" font="default" size="100%">Koellinger, Philipp D</style></author><author><style face="normal" font="default" size="100%">Turley, Patrick</style></author><author><style face="normal" font="default" size="100%">Visscher, Peter M</style></author><author><style face="normal" font="default" size="100%">Benjamin, Daniel J</style></author><author><style face="normal" font="default" size="100%">Cesarini, David</style></author></authors><translated-authors><author><style face="normal" font="default" size="100%">23andMe Research Team</style></author><author><style face="normal" font="default" size="100%">COGENT (Cognitive Genomics Consortium)</style></author><author><style face="normal" font="default" size="100%">Social Science Genetic Association Consortium</style></author></translated-authors></contributors><titles><title><style face="normal" font="default" size="100%">Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals.</style></title><secondary-title><style face="normal" font="default" size="100%">Nat Genet</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Nat. Genet.</style></alt-title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2018 Aug</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">50</style></volume><pages><style face="normal" font="default" size="100%">1112-1121</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;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.&lt;/p&gt;</style></abstract><issue><style face="normal" font="default" size="100%">8</style></issue><custom1><style face="normal" font="default" size="100%">http://www.ncbi.nlm.nih.gov/pubmed/30038396?dopt=Abstract</style></custom1></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Day, Felix R</style></author><author><style face="normal" font="default" size="100%">Thompson, Deborah J</style></author><author><style face="normal" font="default" size="100%">Helgason, Hannes</style></author><author><style face="normal" font="default" size="100%">Chasman, Daniel I</style></author><author><style face="normal" font="default" size="100%">Finucane, Hilary</style></author><author><style face="normal" font="default" size="100%">Sulem, Patrick</style></author><author><style face="normal" font="default" size="100%">Ruth, Katherine S</style></author><author><style face="normal" font="default" size="100%">Whalen, Sean</style></author><author><style face="normal" font="default" size="100%">Sarkar, Abhishek K</style></author><author><style face="normal" font="default" size="100%">Albrecht, Eva</style></author><author><style face="normal" font="default" size="100%">Altmaier, Elisabeth</style></author><author><style face="normal" font="default" size="100%">Amini, Marzyeh</style></author><author><style face="normal" font="default" size="100%">Barbieri, Caterina M</style></author><author><style face="normal" font="default" size="100%">Boutin, Thibaud</style></author><author><style face="normal" font="default" size="100%">Campbell, Archie</style></author><author><style face="normal" font="default" size="100%">Demerath, Ellen</style></author><author><style face="normal" font="default" size="100%">Giri, Ayush</style></author><author><style face="normal" font="default" size="100%">He, Chunyan</style></author><author><style face="normal" font="default" size="100%">Hottenga, Jouke J</style></author><author><style face="normal" font="default" size="100%">Karlsson, Robert</style></author><author><style face="normal" font="default" size="100%">Kolcic, Ivana</style></author><author><style face="normal" font="default" size="100%">Loh, Po-Ru</style></author><author><style face="normal" font="default" size="100%">Lunetta, Kathryn L</style></author><author><style face="normal" font="default" size="100%">Mangino, Massimo</style></author><author><style face="normal" font="default" size="100%">Marco, Brumat</style></author><author><style face="normal" font="default" size="100%">McMahon, George</style></author><author><style face="normal" font="default" size="100%">Medland, Sarah E</style></author><author><style face="normal" font="default" size="100%">Nolte, Ilja M</style></author><author><style face="normal" font="default" size="100%">Noordam, Raymond</style></author><author><style face="normal" font="default" size="100%">Nutile, Teresa</style></author><author><style face="normal" font="default" size="100%">Paternoster, Lavinia</style></author><author><style face="normal" font="default" size="100%">Perjakova, Natalia</style></author><author><style face="normal" font="default" size="100%">Porcu, Eleonora</style></author><author><style face="normal" font="default" size="100%">Rose, Lynda M</style></author><author><style face="normal" font="default" size="100%">Schraut, Katharina E</style></author><author><style face="normal" font="default" size="100%">Segrè, Ayellet V</style></author><author><style face="normal" font="default" size="100%">Smith, Albert V</style></author><author><style face="normal" font="default" size="100%">Stolk, Lisette</style></author><author><style face="normal" font="default" size="100%">Teumer, Alexander</style></author><author><style face="normal" font="default" size="100%">Andrulis, Irene L</style></author><author><style face="normal" font="default" size="100%">Bandinelli, Stefania</style></author><author><style face="normal" font="default" size="100%">Beckmann, Matthias W</style></author><author><style face="normal" font="default" size="100%">Benitez, Javier</style></author><author><style face="normal" font="default" size="100%">Bergmann, Sven</style></author><author><style face="normal" font="default" size="100%">Bochud, Murielle</style></author><author><style face="normal" font="default" size="100%">Boerwinkle, Eric</style></author><author><style face="normal" font="default" size="100%">Bojesen, Stig E</style></author><author><style face="normal" font="default" size="100%">Bolla, Manjeet K</style></author><author><style face="normal" font="default" size="100%">Brand, Judith S</style></author><author><style face="normal" font="default" size="100%">Brauch, Hiltrud</style></author><author><style face="normal" font="default" size="100%">Brenner, Hermann</style></author><author><style face="normal" font="default" size="100%">Broer, Linda</style></author><author><style face="normal" font="default" size="100%">Brüning, Thomas</style></author><author><style face="normal" font="default" size="100%">Buring, Julie E</style></author><author><style face="normal" font="default" size="100%">Campbell, Harry</style></author><author><style face="normal" font="default" size="100%">Catamo, Eulalia</style></author><author><style face="normal" font="default" size="100%">Chanock, Stephen</style></author><author><style face="normal" font="default" size="100%">Chenevix-Trench, Georgia</style></author><author><style face="normal" font="default" size="100%">Corre, Tanguy</style></author><author><style face="normal" font="default" size="100%">Couch, Fergus J</style></author><author><style face="normal" font="default" size="100%">Cousminer, Diana L</style></author><author><style face="normal" font="default" size="100%">Cox, Angela</style></author><author><style face="normal" font="default" size="100%">Crisponi, Laura</style></author><author><style face="normal" font="default" size="100%">Czene, Kamila</style></author><author><style face="normal" font="default" size="100%">Davey Smith, George</style></author><author><style face="normal" font="default" size="100%">de Geus, Eco J C N</style></author><author><style face="normal" font="default" size="100%">de Mutsert, Renée</style></author><author><style face="normal" font="default" size="100%">De Vivo, Immaculata</style></author><author><style face="normal" font="default" size="100%">Dennis, Joe</style></author><author><style face="normal" font="default" size="100%">Devilee, Peter</style></author><author><style face="normal" font="default" size="100%">Dos-Santos-Silva, Isabel</style></author><author><style face="normal" font="default" size="100%">Dunning, Alison M</style></author><author><style face="normal" font="default" size="100%">Eriksson, Johan G</style></author><author><style face="normal" font="default" size="100%">Fasching, Peter A</style></author><author><style face="normal" font="default" size="100%">Fernández-Rhodes, Lindsay</style></author><author><style face="normal" font="default" size="100%">Ferrucci, Luigi</style></author><author><style face="normal" font="default" size="100%">Flesch-Janys, Dieter</style></author><author><style face="normal" font="default" size="100%">Franke, Lude</style></author><author><style face="normal" font="default" size="100%">Gabrielson, Marike</style></author><author><style face="normal" font="default" size="100%">Gandin, Ilaria</style></author><author><style face="normal" font="default" size="100%">Giles, Graham G</style></author><author><style face="normal" font="default" size="100%">Grallert, Harald</style></author><author><style face="normal" font="default" size="100%">Gudbjartsson, Daniel F</style></author><author><style face="normal" font="default" size="100%">Guenel, Pascal</style></author><author><style face="normal" font="default" size="100%">Hall, Per</style></author><author><style face="normal" font="default" size="100%">Hallberg, Emily</style></author><author><style face="normal" font="default" size="100%">Hamann, Ute</style></author><author><style face="normal" font="default" size="100%">Harris, Tamara B</style></author><author><style face="normal" font="default" size="100%">Hartman, Catharina A</style></author><author><style face="normal" font="default" size="100%">Heiss, Gerardo</style></author><author><style face="normal" font="default" size="100%">Hooning, Maartje J</style></author><author><style face="normal" font="default" size="100%">Hopper, John L</style></author><author><style face="normal" font="default" size="100%">Hu, Frank</style></author><author><style face="normal" font="default" size="100%">Hunter, David J</style></author><author><style face="normal" font="default" size="100%">Ikram, M Arfan</style></author><author><style face="normal" font="default" size="100%">Im, Hae Kyung</style></author><author><style face="normal" font="default" size="100%">Järvelin, Marjo-Riitta</style></author><author><style face="normal" font="default" size="100%">Joshi, Peter K</style></author><author><style face="normal" font="default" size="100%">Karasik, David</style></author><author><style face="normal" font="default" size="100%">Kellis, Manolis</style></author><author><style face="normal" font="default" size="100%">Kutalik, Zoltán</style></author><author><style face="normal" font="default" size="100%">LaChance, Genevieve</style></author><author><style face="normal" font="default" size="100%">Lambrechts, Diether</style></author><author><style face="normal" font="default" size="100%">Langenberg, Claudia</style></author><author><style face="normal" font="default" size="100%">Launer, Lenore J</style></author><author><style face="normal" font="default" size="100%">Laven, Joop S E</style></author><author><style face="normal" font="default" size="100%">Lenarduzzi, Stefania</style></author><author><style face="normal" font="default" size="100%">Li, Jingmei</style></author><author><style face="normal" font="default" size="100%">Lind, Penelope A</style></author><author><style face="normal" font="default" size="100%">Lindström, Sara</style></author><author><style face="normal" font="default" size="100%">Liu, Yongmei</style></author><author><style face="normal" font="default" size="100%">Luan, Jian'an</style></author><author><style face="normal" font="default" size="100%">Mägi, Reedik</style></author><author><style face="normal" font="default" size="100%">Mannermaa, Arto</style></author><author><style face="normal" font="default" size="100%">Mbarek, Hamdi</style></author><author><style face="normal" font="default" size="100%">McCarthy, Mark I</style></author><author><style face="normal" font="default" size="100%">Meisinger, Christa</style></author><author><style face="normal" font="default" size="100%">Meitinger, Thomas</style></author><author><style face="normal" font="default" size="100%">Menni, Cristina</style></author><author><style face="normal" font="default" size="100%">Metspalu, Andres</style></author><author><style face="normal" font="default" size="100%">Michailidou, Kyriaki</style></author><author><style face="normal" font="default" size="100%">Milani, Lili</style></author><author><style face="normal" font="default" size="100%">Milne, Roger L</style></author><author><style face="normal" font="default" size="100%">Montgomery, Grant W</style></author><author><style face="normal" font="default" size="100%">Mulligan, Anna M</style></author><author><style face="normal" font="default" size="100%">Nalls, Mike A</style></author><author><style face="normal" font="default" size="100%">Navarro, Pau</style></author><author><style face="normal" font="default" size="100%">Nevanlinna, Heli</style></author><author><style face="normal" font="default" size="100%">Nyholt, Dale R</style></author><author><style face="normal" font="default" size="100%">Oldehinkel, Albertine J</style></author><author><style face="normal" font="default" size="100%">O'Mara, Tracy A</style></author><author><style face="normal" font="default" size="100%">Padmanabhan, Sandosh</style></author><author><style face="normal" font="default" size="100%">Palotie, Aarno</style></author><author><style face="normal" font="default" size="100%">Pedersen, Nancy</style></author><author><style face="normal" font="default" size="100%">Peters, Annette</style></author><author><style face="normal" font="default" size="100%">Peto, Julian</style></author><author><style face="normal" font="default" size="100%">Pharoah, Paul D P</style></author><author><style face="normal" font="default" size="100%">Pouta, Anneli</style></author><author><style face="normal" font="default" size="100%">Radice, Paolo</style></author><author><style face="normal" font="default" size="100%">Rahman, Iffat</style></author><author><style face="normal" font="default" size="100%">Ring, Susan M</style></author><author><style face="normal" font="default" size="100%">Robino, Antonietta</style></author><author><style face="normal" font="default" size="100%">Rosendaal, Frits R</style></author><author><style face="normal" font="default" size="100%">Rudan, Igor</style></author><author><style face="normal" font="default" size="100%">Rueedi, Rico</style></author><author><style face="normal" font="default" size="100%">Ruggiero, Daniela</style></author><author><style face="normal" font="default" size="100%">Sala, Cinzia F</style></author><author><style face="normal" font="default" size="100%">Schmidt, Marjanka K</style></author><author><style face="normal" font="default" size="100%">Scott, Robert A</style></author><author><style face="normal" font="default" size="100%">Shah, Mitul</style></author><author><style face="normal" font="default" size="100%">Sorice, Rossella</style></author><author><style face="normal" font="default" size="100%">Southey, Melissa C</style></author><author><style face="normal" font="default" size="100%">Sovio, Ulla</style></author><author><style face="normal" font="default" size="100%">Stampfer, Meir</style></author><author><style face="normal" font="default" size="100%">Steri, Maristella</style></author><author><style face="normal" font="default" size="100%">Strauch, Konstantin</style></author><author><style face="normal" font="default" size="100%">Tanaka, Toshiko</style></author><author><style face="normal" font="default" size="100%">Tikkanen, Emmi</style></author><author><style face="normal" font="default" size="100%">Timpson, Nicholas J</style></author><author><style face="normal" font="default" size="100%">Traglia, Michela</style></author><author><style face="normal" font="default" size="100%">Truong, Therese</style></author><author><style face="normal" font="default" size="100%">Tyrer, Jonathan P</style></author><author><style face="normal" font="default" size="100%">Uitterlinden, André G</style></author><author><style face="normal" font="default" size="100%">Edwards, Digna R Velez</style></author><author><style face="normal" font="default" size="100%">Vitart, Veronique</style></author><author><style face="normal" font="default" size="100%">Völker, Uwe</style></author><author><style face="normal" font="default" size="100%">Vollenweider, Peter</style></author><author><style face="normal" font="default" size="100%">Wang, Qin</style></author><author><style face="normal" font="default" size="100%">Widen, Elisabeth</style></author><author><style face="normal" font="default" size="100%">van Dijk, Ko Willems</style></author><author><style face="normal" font="default" size="100%">Willemsen, Gonneke</style></author><author><style face="normal" font="default" size="100%">Winqvist, Robert</style></author><author><style face="normal" font="default" size="100%">Wolffenbuttel, Bruce H R</style></author><author><style face="normal" font="default" size="100%">Zhao, Jing Hua</style></author><author><style face="normal" font="default" size="100%">Zoledziewska, Magdalena</style></author><author><style face="normal" font="default" size="100%">Zygmunt, Marek</style></author><author><style face="normal" font="default" size="100%">Alizadeh, Behrooz Z</style></author><author><style face="normal" font="default" size="100%">Boomsma, Dorret I</style></author><author><style face="normal" font="default" size="100%">Ciullo, Marina</style></author><author><style face="normal" font="default" size="100%">Cucca, Francesco</style></author><author><style face="normal" font="default" size="100%">Esko, Tõnu</style></author><author><style face="normal" font="default" size="100%">Franceschini, Nora</style></author><author><style face="normal" font="default" size="100%">Gieger, Christian</style></author><author><style face="normal" font="default" size="100%">Gudnason, Vilmundur</style></author><author><style face="normal" font="default" size="100%">Hayward, Caroline</style></author><author><style face="normal" font="default" size="100%">Kraft, Peter</style></author><author><style face="normal" font="default" size="100%">Lawlor, Debbie A</style></author><author><style face="normal" font="default" size="100%">Magnusson, Patrik K E</style></author><author><style face="normal" font="default" size="100%">Martin, Nicholas G</style></author><author><style face="normal" font="default" size="100%">Mook-Kanamori, Dennis O</style></author><author><style face="normal" font="default" size="100%">Nohr, Ellen A</style></author><author><style face="normal" font="default" size="100%">Polasek, Ozren</style></author><author><style face="normal" font="default" size="100%">Porteous, David</style></author><author><style face="normal" font="default" size="100%">Price, Alkes L</style></author><author><style face="normal" font="default" size="100%">Ridker, Paul M</style></author><author><style face="normal" font="default" size="100%">Snieder, Harold</style></author><author><style face="normal" font="default" size="100%">Spector, Tim D</style></author><author><style face="normal" font="default" size="100%">Stöckl, Doris</style></author><author><style face="normal" font="default" size="100%">Toniolo, Daniela</style></author><author><style face="normal" font="default" size="100%">Ulivi, Sheila</style></author><author><style face="normal" font="default" size="100%">Visser, Jenny A</style></author><author><style face="normal" font="default" size="100%">Völzke, Henry</style></author><author><style face="normal" font="default" size="100%">Wareham, Nicholas J</style></author><author><style face="normal" font="default" size="100%">Wilson, James F</style></author><author><style face="normal" font="default" size="100%">Spurdle, Amanda B</style></author><author><style face="normal" font="default" size="100%">Thorsteindottir, Unnur</style></author><author><style face="normal" font="default" size="100%">Pollard, Katherine S</style></author><author><style face="normal" font="default" size="100%">Easton, Douglas F</style></author><author><style face="normal" font="default" size="100%">Tung, Joyce Y</style></author><author><style face="normal" font="default" size="100%">Chang-Claude, Jenny</style></author><author><style face="normal" font="default" size="100%">Hinds, David</style></author><author><style face="normal" font="default" size="100%">Murray, Anna</style></author><author><style face="normal" font="default" size="100%">Murabito, Joanne M</style></author><author><style face="normal" font="default" size="100%">Stefansson, Kari</style></author><author><style face="normal" font="default" size="100%">Ong, Ken K</style></author><author><style face="normal" font="default" size="100%">Perry, John R B</style></author></authors><translated-authors><author><style face="normal" font="default" size="100%">LifeLines Cohort Study</style></author><author><style face="normal" font="default" size="100%">InterAct Consortium</style></author><author><style face="normal" font="default" size="100%">kConFab/AOCS Investigators</style></author><author><style face="normal" font="default" size="100%">Endometrial Cancer Association Consortium</style></author><author><style face="normal" font="default" size="100%">Ovarian Cancer Association Consortium</style></author><author><style face="normal" font="default" size="100%">PRACTICAL Consortium</style></author></translated-authors></contributors><titles><title><style face="normal" font="default" size="100%">Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk.</style></title><secondary-title><style face="normal" font="default" size="100%">Nat Genet</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Nat. Genet.</style></alt-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Adolescent</style></keyword><keyword><style  face="normal" font="default" size="100%">Age Factors</style></keyword><keyword><style  face="normal" font="default" size="100%">Body Mass Index</style></keyword><keyword><style  face="normal" font="default" size="100%">Databases, Genetic</style></keyword><keyword><style  face="normal" font="default" size="100%">Female</style></keyword><keyword><style  face="normal" font="default" size="100%">Genetic Predisposition to Disease</style></keyword><keyword><style  face="normal" font="default" size="100%">Genome-Wide Association Study</style></keyword><keyword><style  face="normal" font="default" size="100%">Genomic Imprinting</style></keyword><keyword><style  face="normal" font="default" size="100%">Humans</style></keyword><keyword><style  face="normal" font="default" size="100%">Intercellular Signaling Peptides and Proteins</style></keyword><keyword><style  face="normal" font="default" size="100%">Male</style></keyword><keyword><style  face="normal" font="default" size="100%">Membrane Proteins</style></keyword><keyword><style  face="normal" font="default" size="100%">Menarche</style></keyword><keyword><style  face="normal" font="default" size="100%">Neoplasms</style></keyword><keyword><style  face="normal" font="default" size="100%">Polymorphism, Single Nucleotide</style></keyword><keyword><style  face="normal" font="default" size="100%">Puberty</style></keyword><keyword><style  face="normal" font="default" size="100%">Quantitative Trait Loci</style></keyword><keyword><style  face="normal" font="default" size="100%">Ribonucleoproteins</style></keyword><keyword><style  face="normal" font="default" size="100%">Risk Factors</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2017</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2017 Jun</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">49</style></volume><pages><style face="normal" font="default" size="100%">834-841</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;The timing of puberty is a highly polygenic childhood trait that is epidemiologically associated with various adult diseases. Using 1000 Genomes Project-imputed genotype data in up to ∼370,000 women, we identify 389 independent signals (P &lt; 5 × 10) for age at menarche, a milestone in female pubertal development. In Icelandic data, these signals explain ∼7.4% of the population variance in age at menarche, corresponding to ∼25% of the estimated heritability. We implicate ∼250 genes via coding variation or associated expression, demonstrating significant enrichment in neural tissues. Rare variants near the imprinted genes MKRN3 and DLK1 were identified, exhibiting large effects when paternally inherited. Mendelian randomization analyses suggest causal inverse associations, independent of body mass index (BMI), between puberty timing and risks for breast and endometrial cancers in women and prostate cancer in men. In aggregate, our findings highlight the complexity of the genetic regulation of puberty timing and support causal links with cancer susceptibility.&lt;/p&gt;</style></abstract><issue><style face="normal" font="default" size="100%">6</style></issue><custom1><style face="normal" font="default" size="100%">http://www.ncbi.nlm.nih.gov/pubmed/28436984?dopt=Abstract</style></custom1></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Locke, Adam E</style></author><author><style face="normal" font="default" size="100%">Kahali, Bratati</style></author><author><style face="normal" font="default" size="100%">Berndt, Sonja I</style></author><author><style face="normal" font="default" size="100%">Justice, Anne E</style></author><author><style face="normal" font="default" size="100%">Pers, Tune H</style></author><author><style face="normal" font="default" size="100%">Day, Felix R</style></author><author><style face="normal" font="default" size="100%">Powell, Corey</style></author><author><style face="normal" font="default" size="100%">Vedantam, Sailaja</style></author><author><style face="normal" font="default" size="100%">Buchkovich, Martin L</style></author><author><style face="normal" font="default" size="100%">Yang, Jian</style></author><author><style face="normal" font="default" size="100%">Croteau-Chonka, Damien C</style></author><author><style face="normal" font="default" size="100%">Esko, Tõnu</style></author><author><style face="normal" font="default" size="100%">Fall, Tove</style></author><author><style face="normal" font="default" size="100%">Ferreira, Teresa</style></author><author><style face="normal" font="default" size="100%">Gustafsson, Stefan</style></author><author><style face="normal" font="default" size="100%">Kutalik, Zoltán</style></author><author><style face="normal" font="default" size="100%">Luan, Jian'an</style></author><author><style face="normal" font="default" size="100%">Mägi, Reedik</style></author><author><style face="normal" font="default" size="100%">Randall, Joshua C</style></author><author><style face="normal" font="default" size="100%">Winkler, Thomas W</style></author><author><style face="normal" font="default" size="100%">Wood, Andrew R</style></author><author><style face="normal" font="default" size="100%">Workalemahu, Tsegaselassie</style></author><author><style face="normal" font="default" size="100%">Faul, Jessica D</style></author><author><style face="normal" font="default" size="100%">Smith, Jennifer A</style></author><author><style face="normal" font="default" size="100%">Hua Zhao, Jing</style></author><author><style face="normal" font="default" size="100%">Zhao, Wei</style></author><author><style face="normal" font="default" size="100%">Chen, Jin</style></author><author><style face="normal" font="default" size="100%">Fehrmann, Rudolf</style></author><author><style face="normal" font="default" size="100%">Hedman, Åsa K</style></author><author><style face="normal" font="default" size="100%">Karjalainen, Juha</style></author><author><style face="normal" font="default" size="100%">Schmidt, Ellen M</style></author><author><style face="normal" font="default" size="100%">Absher, Devin</style></author><author><style face="normal" font="default" size="100%">Amin, Najaf</style></author><author><style face="normal" font="default" size="100%">Anderson, Denise</style></author><author><style face="normal" font="default" size="100%">Beekman, Marian</style></author><author><style face="normal" font="default" size="100%">Bolton, Jennifer L</style></author><author><style face="normal" font="default" size="100%">Bragg-Gresham, Jennifer L</style></author><author><style face="normal" font="default" size="100%">Buyske, Steven</style></author><author><style face="normal" font="default" size="100%">Demirkan, Ayse</style></author><author><style face="normal" font="default" size="100%">Deng, Guohong</style></author><author><style face="normal" font="default" size="100%">Ehret, Georg B</style></author><author><style face="normal" font="default" size="100%">Feenstra, Bjarke</style></author><author><style face="normal" font="default" size="100%">Feitosa, Mary F</style></author><author><style face="normal" font="default" size="100%">Fischer, Krista</style></author><author><style face="normal" font="default" size="100%">Goel, Anuj</style></author><author><style face="normal" font="default" size="100%">Gong, Jian</style></author><author><style face="normal" font="default" size="100%">Jackson, Anne U</style></author><author><style face="normal" font="default" size="100%">Kanoni, Stavroula</style></author><author><style face="normal" font="default" size="100%">Kleber, Marcus E</style></author><author><style face="normal" font="default" size="100%">Kristiansson, Kati</style></author><author><style face="normal" font="default" size="100%">Lim, Unhee</style></author><author><style face="normal" font="default" size="100%">Lotay, Vaneet</style></author><author><style face="normal" font="default" size="100%">Mangino, Massimo</style></author><author><style face="normal" font="default" size="100%">Mateo Leach, Irene</style></author><author><style face="normal" font="default" size="100%">Medina-Gomez, Carolina</style></author><author><style face="normal" font="default" size="100%">Medland, Sarah E</style></author><author><style face="normal" font="default" size="100%">Nalls, Michael A</style></author><author><style face="normal" font="default" size="100%">Palmer, Cameron D</style></author><author><style face="normal" font="default" size="100%">Pasko, Dorota</style></author><author><style face="normal" font="default" size="100%">Pechlivanis, Sonali</style></author><author><style face="normal" font="default" size="100%">Peters, Marjolein J</style></author><author><style face="normal" font="default" size="100%">Prokopenko, Inga</style></author><author><style face="normal" font="default" size="100%">Shungin, Dmitry</style></author><author><style face="normal" font="default" size="100%">Stančáková, Alena</style></author><author><style face="normal" font="default" size="100%">Strawbridge, Rona J</style></author><author><style face="normal" font="default" size="100%">Ju Sung, Yun</style></author><author><style face="normal" font="default" size="100%">Tanaka, Toshiko</style></author><author><style face="normal" font="default" size="100%">Teumer, Alexander</style></author><author><style face="normal" font="default" size="100%">Trompet, Stella</style></author><author><style face="normal" font="default" size="100%">van der Laan, Sander W</style></author><author><style face="normal" font="default" size="100%">van Setten, Jessica</style></author><author><style face="normal" font="default" size="100%">Van Vliet-Ostaptchouk, Jana V</style></author><author><style face="normal" font="default" size="100%">Wang, Zhaoming</style></author><author><style face="normal" font="default" size="100%">Yengo, Loic</style></author><author><style face="normal" font="default" size="100%">Zhang, Weihua</style></author><author><style face="normal" font="default" size="100%">Isaacs, Aaron</style></author><author><style face="normal" font="default" size="100%">Albrecht, Eva</style></author><author><style face="normal" font="default" size="100%">Arnlöv, Johan</style></author><author><style face="normal" font="default" size="100%">Arscott, Gillian M</style></author><author><style face="normal" font="default" size="100%">Attwood, Antony P</style></author><author><style face="normal" font="default" size="100%">Bandinelli, Stefania</style></author><author><style face="normal" font="default" size="100%">Barrett, Amy</style></author><author><style face="normal" font="default" size="100%">Bas, Isabelita N</style></author><author><style face="normal" font="default" size="100%">Bellis, Claire</style></author><author><style face="normal" font="default" size="100%">Bennett, Amanda J</style></author><author><style face="normal" font="default" size="100%">Berne, Christian</style></author><author><style face="normal" font="default" size="100%">Blagieva, Roza</style></author><author><style face="normal" font="default" size="100%">Blüher, Matthias</style></author><author><style face="normal" font="default" size="100%">Böhringer, Stefan</style></author><author><style face="normal" font="default" size="100%">Bonnycastle, Lori L</style></author><author><style face="normal" font="default" size="100%">Böttcher, Yvonne</style></author><author><style face="normal" font="default" size="100%">Boyd, Heather A</style></author><author><style face="normal" font="default" size="100%">Bruinenberg, Marcel</style></author><author><style face="normal" font="default" size="100%">Caspersen, Ida H</style></author><author><style face="normal" font="default" size="100%">Ida Chen, Yii-Der</style></author><author><style face="normal" font="default" size="100%">Clarke, Robert</style></author><author><style face="normal" font="default" size="100%">Daw, E Warwick</style></author><author><style face="normal" font="default" size="100%">de Craen, Anton J M</style></author><author><style face="normal" font="default" size="100%">Delgado, Graciela</style></author><author><style face="normal" font="default" size="100%">Dimitriou, Maria</style></author><author><style face="normal" font="default" size="100%">Doney, Alex S F</style></author><author><style face="normal" font="default" size="100%">Eklund, Niina</style></author><author><style face="normal" font="default" size="100%">Estrada, Karol</style></author><author><style face="normal" font="default" size="100%">Eury, Elodie</style></author><author><style face="normal" font="default" size="100%">Folkersen, Lasse</style></author><author><style face="normal" font="default" size="100%">Fraser, Ross M</style></author><author><style face="normal" font="default" size="100%">Garcia, Melissa E</style></author><author><style face="normal" font="default" size="100%">Geller, Frank</style></author><author><style face="normal" font="default" size="100%">Giedraitis, Vilmantas</style></author><author><style face="normal" font="default" size="100%">Gigante, Bruna</style></author><author><style face="normal" font="default" size="100%">Go, Alan S</style></author><author><style face="normal" font="default" size="100%">Golay, Alain</style></author><author><style face="normal" font="default" size="100%">Goodall, Alison H</style></author><author><style face="normal" font="default" size="100%">Gordon, Scott D</style></author><author><style face="normal" font="default" size="100%">Gorski, Mathias</style></author><author><style face="normal" font="default" size="100%">Grabe, Hans-Jörgen</style></author><author><style face="normal" font="default" size="100%">Grallert, Harald</style></author><author><style face="normal" font="default" size="100%">Grammer, Tanja B</style></author><author><style face="normal" font="default" size="100%">Gräßler, Jürgen</style></author><author><style face="normal" font="default" size="100%">Grönberg, Henrik</style></author><author><style face="normal" font="default" size="100%">Groves, Christopher J</style></author><author><style face="normal" font="default" size="100%">Gusto, Gaëlle</style></author><author><style face="normal" font="default" size="100%">Haessler, Jeffrey</style></author><author><style face="normal" font="default" size="100%">Hall, Per</style></author><author><style face="normal" font="default" size="100%">Haller, Toomas</style></author><author><style face="normal" font="default" size="100%">Hallmans, Goran</style></author><author><style face="normal" font="default" size="100%">Hartman, Catharina A</style></author><author><style face="normal" font="default" size="100%">Hassinen, Maija</style></author><author><style face="normal" font="default" size="100%">Hayward, Caroline</style></author><author><style face="normal" font="default" size="100%">Heard-Costa, Nancy L</style></author><author><style face="normal" font="default" size="100%">Helmer, Quinta</style></author><author><style face="normal" font="default" size="100%">Hengstenberg, Christian</style></author><author><style face="normal" font="default" size="100%">Holmen, Oddgeir</style></author><author><style face="normal" font="default" size="100%">Hottenga, Jouke-Jan</style></author><author><style face="normal" font="default" size="100%">James, Alan L</style></author><author><style face="normal" font="default" size="100%">Jeff, Janina M</style></author><author><style face="normal" font="default" size="100%">Johansson, Åsa</style></author><author><style face="normal" font="default" size="100%">Jolley, Jennifer</style></author><author><style face="normal" font="default" size="100%">Juliusdottir, Thorhildur</style></author><author><style face="normal" font="default" size="100%">Kinnunen, Leena</style></author><author><style face="normal" font="default" size="100%">Koenig, Wolfgang</style></author><author><style face="normal" font="default" size="100%">Koskenvuo, Markku</style></author><author><style face="normal" font="default" size="100%">Kratzer, Wolfgang</style></author><author><style face="normal" font="default" size="100%">Laitinen, Jaana</style></author><author><style face="normal" font="default" size="100%">Lamina, Claudia</style></author><author><style face="normal" font="default" size="100%">Leander, Karin</style></author><author><style face="normal" font="default" size="100%">Lee, Nanette R</style></author><author><style face="normal" font="default" size="100%">Lichtner, Peter</style></author><author><style face="normal" font="default" size="100%">Lind, Lars</style></author><author><style face="normal" font="default" size="100%">Lindström, Jaana</style></author><author><style face="normal" font="default" size="100%">Sin Lo, Ken</style></author><author><style face="normal" font="default" size="100%">Lobbens, Stéphane</style></author><author><style face="normal" font="default" size="100%">Lorbeer, Roberto</style></author><author><style face="normal" font="default" size="100%">Lu, Yingchang</style></author><author><style face="normal" font="default" size="100%">Mach, François</style></author><author><style face="normal" font="default" size="100%">Magnusson, Patrik K E</style></author><author><style face="normal" font="default" size="100%">Mahajan, Anubha</style></author><author><style face="normal" font="default" size="100%">McArdle, Wendy L</style></author><author><style face="normal" font="default" size="100%">McLachlan, Stela</style></author><author><style face="normal" font="default" size="100%">Menni, Cristina</style></author><author><style face="normal" font="default" size="100%">Merger, Sigrun</style></author><author><style face="normal" font="default" size="100%">Mihailov, Evelin</style></author><author><style face="normal" font="default" size="100%">Milani, Lili</style></author><author><style face="normal" font="default" size="100%">Moayyeri, Alireza</style></author><author><style face="normal" font="default" size="100%">Monda, Keri L</style></author><author><style face="normal" font="default" size="100%">Morken, Mario A</style></author><author><style face="normal" font="default" size="100%">Mulas, Antonella</style></author><author><style face="normal" font="default" size="100%">Müller, Gabriele</style></author><author><style face="normal" font="default" size="100%">Müller-Nurasyid, Martina</style></author><author><style face="normal" font="default" size="100%">Musk, Arthur W</style></author><author><style face="normal" font="default" size="100%">Nagaraja, Ramaiah</style></author><author><style face="normal" font="default" size="100%">Nöthen, Markus M</style></author><author><style face="normal" font="default" size="100%">Nolte, Ilja M</style></author><author><style face="normal" font="default" size="100%">Pilz, Stefan</style></author><author><style face="normal" font="default" size="100%">Rayner, Nigel W</style></author><author><style face="normal" font="default" size="100%">Renstrom, Frida</style></author><author><style face="normal" font="default" size="100%">Rettig, Rainer</style></author><author><style face="normal" font="default" size="100%">Ried, Janina S</style></author><author><style face="normal" font="default" size="100%">Ripke, Stephan</style></author><author><style face="normal" font="default" size="100%">Robertson, Neil R</style></author><author><style face="normal" font="default" size="100%">Rose, Lynda M</style></author><author><style face="normal" font="default" size="100%">Sanna, Serena</style></author><author><style face="normal" font="default" size="100%">Scharnagl, Hubert</style></author><author><style face="normal" font="default" size="100%">Scholtens, Salome</style></author><author><style face="normal" font="default" size="100%">Schumacher, Fredrick R</style></author><author><style face="normal" font="default" size="100%">Scott, William R</style></author><author><style face="normal" font="default" size="100%">Seufferlein, Thomas</style></author><author><style face="normal" font="default" size="100%">Shi, Jianxin</style></author><author><style face="normal" font="default" size="100%">Vernon Smith, Albert</style></author><author><style face="normal" font="default" size="100%">Smolonska, Joanna</style></author><author><style face="normal" font="default" size="100%">Stanton, Alice V</style></author><author><style face="normal" font="default" size="100%">Steinthorsdottir, Valgerdur</style></author><author><style face="normal" font="default" size="100%">Stirrups, Kathleen</style></author><author><style face="normal" font="default" size="100%">Stringham, Heather M</style></author><author><style face="normal" font="default" size="100%">Sundström, Johan</style></author><author><style face="normal" font="default" size="100%">Swertz, Morris A</style></author><author><style face="normal" font="default" size="100%">Swift, Amy J</style></author><author><style face="normal" font="default" size="100%">Syvänen, Ann-Christine</style></author><author><style face="normal" font="default" size="100%">Tan, Sian-Tsung</style></author><author><style face="normal" font="default" size="100%">Tayo, Bamidele O</style></author><author><style face="normal" font="default" size="100%">Thorand, Barbara</style></author><author><style face="normal" font="default" size="100%">Thorleifsson, Gudmar</style></author><author><style face="normal" font="default" size="100%">Tyrer, Jonathan P</style></author><author><style face="normal" font="default" size="100%">Uh, Hae-Won</style></author><author><style face="normal" font="default" size="100%">Vandenput, Liesbeth</style></author><author><style face="normal" font="default" size="100%">Verhulst, Frank C</style></author><author><style face="normal" font="default" size="100%">Vermeulen, Sita H</style></author><author><style face="normal" font="default" size="100%">Verweij, Niek</style></author><author><style face="normal" font="default" size="100%">Vonk, Judith M</style></author><author><style face="normal" font="default" size="100%">Waite, Lindsay L</style></author><author><style face="normal" font="default" size="100%">Warren, Helen R</style></author><author><style face="normal" font="default" size="100%">Waterworth, Dawn</style></author><author><style face="normal" font="default" size="100%">Weedon, Michael N</style></author><author><style face="normal" font="default" size="100%">Wilkens, Lynne R</style></author><author><style face="normal" font="default" size="100%">Willenborg, Christina</style></author><author><style face="normal" font="default" size="100%">Wilsgaard, Tom</style></author><author><style face="normal" font="default" size="100%">Wojczynski, Mary K</style></author><author><style face="normal" font="default" size="100%">Wong, Andrew</style></author><author><style face="normal" font="default" size="100%">Wright, Alan F</style></author><author><style face="normal" font="default" size="100%">Zhang, Qunyuan</style></author><author><style face="normal" font="default" size="100%">Brennan, Eoin P</style></author><author><style face="normal" font="default" size="100%">Choi, Murim</style></author><author><style face="normal" font="default" size="100%">Dastani, Zari</style></author><author><style face="normal" font="default" size="100%">Drong, Alexander W</style></author><author><style face="normal" font="default" size="100%">Eriksson, Per</style></author><author><style face="normal" font="default" size="100%">Franco-Cereceda, Anders</style></author><author><style face="normal" font="default" size="100%">Gådin, Jesper R</style></author><author><style face="normal" font="default" size="100%">Gharavi, Ali G</style></author><author><style face="normal" font="default" size="100%">Goddard, Michael E</style></author><author><style face="normal" font="default" size="100%">Handsaker, Robert E</style></author><author><style face="normal" font="default" size="100%">Huang, Jinyan</style></author><author><style face="normal" font="default" size="100%">Karpe, Fredrik</style></author><author><style face="normal" font="default" size="100%">Kathiresan, Sekar</style></author><author><style face="normal" font="default" size="100%">Keildson, Sarah</style></author><author><style face="normal" font="default" size="100%">Kiryluk, Krzysztof</style></author><author><style face="normal" font="default" size="100%">Kubo, Michiaki</style></author><author><style face="normal" font="default" size="100%">Lee, Jong-Young</style></author><author><style face="normal" font="default" size="100%">Liang, Liming</style></author><author><style face="normal" font="default" size="100%">Lifton, Richard P</style></author><author><style face="normal" font="default" size="100%">Ma, Baoshan</style></author><author><style face="normal" font="default" size="100%">McCarroll, Steven A</style></author><author><style face="normal" font="default" size="100%">McKnight, Amy J</style></author><author><style face="normal" font="default" size="100%">Min, Josine L</style></author><author><style face="normal" font="default" size="100%">Moffatt, Miriam F</style></author><author><style face="normal" font="default" size="100%">Montgomery, Grant W</style></author><author><style face="normal" font="default" size="100%">Murabito, Joanne M</style></author><author><style face="normal" font="default" size="100%">Nicholson, George</style></author><author><style face="normal" font="default" size="100%">Nyholt, Dale R</style></author><author><style face="normal" font="default" size="100%">Okada, Yukinori</style></author><author><style face="normal" font="default" size="100%">Perry, John R B</style></author><author><style face="normal" font="default" size="100%">Dorajoo, Rajkumar</style></author><author><style face="normal" font="default" size="100%">Reinmaa, Eva</style></author><author><style face="normal" font="default" size="100%">Salem, Rany M</style></author><author><style face="normal" font="default" size="100%">Sandholm, Niina</style></author><author><style face="normal" font="default" size="100%">Scott, Robert A</style></author><author><style face="normal" font="default" size="100%">Stolk, Lisette</style></author><author><style face="normal" font="default" size="100%">Takahashi, Atsushi</style></author><author><style face="normal" font="default" size="100%">Tanaka, Toshihiro</style></author><author><style face="normal" font="default" size="100%">Van't Hooft, Ferdinand M</style></author><author><style face="normal" font="default" size="100%">Vinkhuyzen, Anna A E</style></author><author><style face="normal" font="default" size="100%">Westra, Harm-Jan</style></author><author><style face="normal" font="default" size="100%">Zheng, Wei</style></author><author><style face="normal" font="default" size="100%">Zondervan, Krina T</style></author><author><style face="normal" font="default" size="100%">Heath, Andrew C</style></author><author><style face="normal" font="default" size="100%">Arveiler, Dominique</style></author><author><style face="normal" font="default" size="100%">Bakker, Stephan J L</style></author><author><style face="normal" font="default" size="100%">Beilby, John</style></author><author><style face="normal" font="default" size="100%">Bergman, Richard N</style></author><author><style face="normal" font="default" size="100%">Blangero, John</style></author><author><style face="normal" font="default" size="100%">Bovet, Pascal</style></author><author><style face="normal" font="default" size="100%">Campbell, Harry</style></author><author><style face="normal" font="default" size="100%">Caulfield, Mark J</style></author><author><style face="normal" font="default" size="100%">Cesana, Giancarlo</style></author><author><style face="normal" font="default" size="100%">Chakravarti, Aravinda</style></author><author><style face="normal" font="default" size="100%">Chasman, Daniel I</style></author><author><style face="normal" font="default" size="100%">Chines, Peter S</style></author><author><style face="normal" font="default" size="100%">Collins, Francis S</style></author><author><style face="normal" font="default" size="100%">Crawford, Dana C</style></author><author><style face="normal" font="default" size="100%">Cupples, L Adrienne</style></author><author><style face="normal" font="default" size="100%">Cusi, Daniele</style></author><author><style face="normal" font="default" size="100%">Danesh, John</style></author><author><style face="normal" font="default" size="100%">de Faire, Ulf</style></author><author><style face="normal" font="default" size="100%">den Ruijter, Hester M</style></author><author><style face="normal" font="default" size="100%">Dominiczak, Anna F</style></author><author><style face="normal" font="default" size="100%">Erbel, Raimund</style></author><author><style face="normal" font="default" size="100%">Erdmann, Jeanette</style></author><author><style face="normal" font="default" size="100%">Eriksson, Johan G</style></author><author><style face="normal" font="default" size="100%">Farrall, Martin</style></author><author><style face="normal" font="default" size="100%">Felix, Stephan B</style></author><author><style face="normal" font="default" size="100%">Ferrannini, Ele</style></author><author><style face="normal" font="default" size="100%">Ferrières, Jean</style></author><author><style face="normal" font="default" size="100%">Ford, Ian</style></author><author><style face="normal" font="default" size="100%">Forouhi, Nita G</style></author><author><style face="normal" font="default" size="100%">Forrester, Terrence</style></author><author><style face="normal" font="default" size="100%">Franco, Oscar H</style></author><author><style face="normal" font="default" size="100%">Gansevoort, Ron T</style></author><author><style face="normal" font="default" size="100%">Gejman, Pablo V</style></author><author><style face="normal" font="default" size="100%">Gieger, Christian</style></author><author><style face="normal" font="default" size="100%">Gottesman, Omri</style></author><author><style face="normal" font="default" size="100%">Gudnason, Vilmundur</style></author><author><style face="normal" font="default" size="100%">Gyllensten, Ulf</style></author><author><style face="normal" font="default" size="100%">Hall, Alistair S</style></author><author><style face="normal" font="default" size="100%">Harris, Tamara B</style></author><author><style face="normal" font="default" size="100%">Hattersley, Andrew T</style></author><author><style face="normal" font="default" size="100%">Hicks, Andrew A</style></author><author><style face="normal" font="default" size="100%">Hindorff, Lucia A</style></author><author><style face="normal" font="default" size="100%">Hingorani, Aroon D</style></author><author><style face="normal" font="default" size="100%">Hofman, Albert</style></author><author><style face="normal" font="default" size="100%">Homuth, Georg</style></author><author><style face="normal" font="default" size="100%">Hovingh, G Kees</style></author><author><style face="normal" font="default" size="100%">Humphries, Steve E</style></author><author><style face="normal" font="default" size="100%">Hunt, Steven C</style></author><author><style face="normal" font="default" size="100%">Hyppönen, Elina</style></author><author><style face="normal" font="default" size="100%">Illig, Thomas</style></author><author><style face="normal" font="default" size="100%">Jacobs, Kevin B</style></author><author><style face="normal" font="default" size="100%">Järvelin, Marjo-Riitta</style></author><author><style face="normal" font="default" size="100%">Jöckel, Karl-Heinz</style></author><author><style face="normal" font="default" size="100%">Johansen, Berit</style></author><author><style face="normal" font="default" size="100%">Jousilahti, Pekka</style></author><author><style face="normal" font="default" size="100%">Jukema, J Wouter</style></author><author><style face="normal" font="default" size="100%">Jula, Antti M</style></author><author><style face="normal" font="default" size="100%">Kaprio, Jaakko</style></author><author><style face="normal" font="default" size="100%">Kastelein, John J P</style></author><author><style face="normal" font="default" size="100%">Keinanen-Kiukaanniemi, Sirkka M</style></author><author><style face="normal" font="default" size="100%">Kiemeney, Lambertus A</style></author><author><style face="normal" font="default" size="100%">Knekt, Paul</style></author><author><style face="normal" font="default" size="100%">Kooner, Jaspal S</style></author><author><style face="normal" font="default" size="100%">Kooperberg, Charles</style></author><author><style face="normal" font="default" size="100%">Kovacs, Peter</style></author><author><style face="normal" font="default" size="100%">Kraja, Aldi T</style></author><author><style face="normal" font="default" size="100%">Kumari, Meena</style></author><author><style face="normal" font="default" size="100%">Kuusisto, Johanna</style></author><author><style face="normal" font="default" size="100%">Lakka, Timo A</style></author><author><style face="normal" font="default" size="100%">Langenberg, Claudia</style></author><author><style face="normal" font="default" size="100%">Le Marchand, Loic</style></author><author><style face="normal" font="default" size="100%">Lehtimäki, Terho</style></author><author><style face="normal" font="default" size="100%">Lyssenko, Valeriya</style></author><author><style face="normal" font="default" size="100%">Männistö, Satu</style></author><author><style face="normal" font="default" size="100%">Marette, André</style></author><author><style face="normal" font="default" size="100%">Matise, Tara C</style></author><author><style face="normal" font="default" size="100%">McKenzie, Colin A</style></author><author><style face="normal" font="default" size="100%">McKnight, Barbara</style></author><author><style face="normal" font="default" size="100%">Moll, Frans L</style></author><author><style face="normal" font="default" size="100%">Morris, Andrew D</style></author><author><style face="normal" font="default" size="100%">Morris, Andrew P</style></author><author><style face="normal" font="default" size="100%">Murray, Jeffrey C</style></author><author><style face="normal" font="default" size="100%">Nelis, Mari</style></author><author><style face="normal" font="default" size="100%">Ohlsson, Claes</style></author><author><style face="normal" font="default" size="100%">Oldehinkel, Albertine J</style></author><author><style face="normal" font="default" size="100%">Ong, Ken K</style></author><author><style face="normal" font="default" size="100%">Madden, Pamela A F</style></author><author><style face="normal" font="default" size="100%">Pasterkamp, Gerard</style></author><author><style face="normal" font="default" size="100%">Peden, John F</style></author><author><style face="normal" font="default" size="100%">Peters, Annette</style></author><author><style face="normal" font="default" size="100%">Postma, Dirkje S</style></author><author><style face="normal" font="default" size="100%">Pramstaller, Peter P</style></author><author><style face="normal" font="default" size="100%">Price, Jackie F</style></author><author><style face="normal" font="default" size="100%">Qi, Lu</style></author><author><style face="normal" font="default" size="100%">Raitakari, Olli T</style></author><author><style face="normal" font="default" size="100%">Rankinen, Tuomo</style></author><author><style face="normal" font="default" size="100%">Rao, D C</style></author><author><style face="normal" font="default" size="100%">Rice, Treva K</style></author><author><style face="normal" font="default" size="100%">Ridker, Paul M</style></author><author><style face="normal" font="default" size="100%">Rioux, John D</style></author><author><style face="normal" font="default" size="100%">Ritchie, Marylyn D</style></author><author><style face="normal" font="default" size="100%">Rudan, Igor</style></author><author><style face="normal" font="default" size="100%">Salomaa, Veikko</style></author><author><style face="normal" font="default" size="100%">Samani, Nilesh J</style></author><author><style face="normal" font="default" size="100%">Saramies, Jouko</style></author><author><style face="normal" font="default" size="100%">Sarzynski, Mark A</style></author><author><style face="normal" font="default" size="100%">Schunkert, Heribert</style></author><author><style face="normal" font="default" size="100%">Schwarz, Peter E H</style></author><author><style face="normal" font="default" size="100%">Sever, Peter</style></author><author><style face="normal" font="default" size="100%">Shuldiner, Alan R</style></author><author><style face="normal" font="default" size="100%">Sinisalo, Juha</style></author><author><style face="normal" font="default" size="100%">Stolk, Ronald P</style></author><author><style face="normal" font="default" size="100%">Strauch, Konstantin</style></author><author><style face="normal" font="default" size="100%">Tönjes, Anke</style></author><author><style face="normal" font="default" size="100%">Trégouët, David-Alexandre</style></author><author><style face="normal" font="default" size="100%">Tremblay, Angelo</style></author><author><style face="normal" font="default" size="100%">Tremoli, Elena</style></author><author><style face="normal" font="default" size="100%">Virtamo, Jarmo</style></author><author><style face="normal" font="default" size="100%">Vohl, Marie-Claude</style></author><author><style face="normal" font="default" size="100%">Völker, Uwe</style></author><author><style face="normal" font="default" size="100%">Waeber, Gerard</style></author><author><style face="normal" font="default" size="100%">Willemsen, Gonneke</style></author><author><style face="normal" font="default" size="100%">Witteman, Jacqueline C</style></author><author><style face="normal" font="default" size="100%">Zillikens, M Carola</style></author><author><style face="normal" font="default" size="100%">Adair, Linda S</style></author><author><style face="normal" font="default" size="100%">Amouyel, Philippe</style></author><author><style face="normal" font="default" size="100%">Asselbergs, Folkert W</style></author><author><style face="normal" font="default" size="100%">Assimes, Themistocles L</style></author><author><style face="normal" font="default" size="100%">Bochud, Murielle</style></author><author><style face="normal" font="default" size="100%">Boehm, Bernhard O</style></author><author><style face="normal" font="default" size="100%">Boerwinkle, Eric</style></author><author><style face="normal" font="default" size="100%">Bornstein, Stefan R</style></author><author><style face="normal" font="default" size="100%">Bottinger, Erwin P</style></author><author><style face="normal" font="default" size="100%">Bouchard, Claude</style></author><author><style face="normal" font="default" size="100%">Cauchi, Stéphane</style></author><author><style face="normal" font="default" size="100%">Chambers, John C</style></author><author><style face="normal" font="default" size="100%">Chanock, Stephen J</style></author><author><style face="normal" font="default" size="100%">Cooper, Richard S</style></author><author><style face="normal" font="default" size="100%">de Bakker, Paul I W</style></author><author><style face="normal" font="default" size="100%">Dedoussis, George</style></author><author><style face="normal" font="default" size="100%">Ferrucci, Luigi</style></author><author><style face="normal" font="default" size="100%">Franks, Paul W</style></author><author><style face="normal" font="default" size="100%">Froguel, Philippe</style></author><author><style face="normal" font="default" size="100%">Groop, Leif C</style></author><author><style face="normal" font="default" size="100%">Haiman, Christopher A</style></author><author><style face="normal" font="default" size="100%">Hamsten, Anders</style></author><author><style face="normal" font="default" size="100%">Hui, Jennie</style></author><author><style face="normal" font="default" size="100%">Hunter, David J</style></author><author><style face="normal" font="default" size="100%">Hveem, Kristian</style></author><author><style face="normal" font="default" size="100%">Kaplan, Robert C</style></author><author><style face="normal" font="default" size="100%">Kivimaki, Mika</style></author><author><style face="normal" font="default" size="100%">Kuh, Diana</style></author><author><style face="normal" font="default" size="100%">Laakso, Markku</style></author><author><style face="normal" font="default" size="100%">Liu, Yongmei</style></author><author><style face="normal" font="default" size="100%">Martin, Nicholas G</style></author><author><style face="normal" font="default" size="100%">März, Winfried</style></author><author><style face="normal" font="default" size="100%">Melbye, Mads</style></author><author><style face="normal" font="default" size="100%">Metspalu, Andres</style></author><author><style face="normal" font="default" size="100%">Moebus, Susanne</style></author><author><style face="normal" font="default" size="100%">Munroe, Patricia B</style></author><author><style face="normal" font="default" size="100%">Njølstad, Inger</style></author><author><style face="normal" font="default" size="100%">Oostra, Ben A</style></author><author><style face="normal" font="default" size="100%">Palmer, Colin N A</style></author><author><style face="normal" font="default" size="100%">Pedersen, Nancy L</style></author><author><style face="normal" font="default" size="100%">Perola, Markus</style></author><author><style face="normal" font="default" size="100%">Pérusse, Louis</style></author><author><style face="normal" font="default" size="100%">Peters, Ulrike</style></author><author><style face="normal" font="default" size="100%">Power, Chris</style></author><author><style face="normal" font="default" size="100%">Quertermous, Thomas</style></author><author><style face="normal" font="default" size="100%">Rauramaa, Rainer</style></author><author><style face="normal" font="default" size="100%">Rivadeneira, Fernando</style></author><author><style face="normal" font="default" size="100%">Saaristo, Timo E</style></author><author><style face="normal" font="default" size="100%">Saleheen, Danish</style></author><author><style face="normal" font="default" size="100%">Sattar, Naveed</style></author><author><style face="normal" font="default" size="100%">Schadt, Eric E</style></author><author><style face="normal" font="default" size="100%">Schlessinger, David</style></author><author><style face="normal" font="default" size="100%">Slagboom, P Eline</style></author><author><style face="normal" font="default" size="100%">Snieder, Harold</style></author><author><style face="normal" font="default" size="100%">Spector, Tim D</style></author><author><style face="normal" font="default" size="100%">Thorsteinsdottir, Unnur</style></author><author><style face="normal" font="default" size="100%">Stumvoll, Michael</style></author><author><style face="normal" font="default" size="100%">Tuomilehto, Jaakko</style></author><author><style face="normal" font="default" size="100%">Uitterlinden, André G</style></author><author><style face="normal" font="default" size="100%">Uusitupa, Matti</style></author><author><style face="normal" font="default" size="100%">van der Harst, Pim</style></author><author><style face="normal" font="default" size="100%">Walker, Mark</style></author><author><style face="normal" font="default" size="100%">Wallaschofski, Henri</style></author><author><style face="normal" font="default" size="100%">Wareham, Nicholas J</style></author><author><style face="normal" font="default" size="100%">Watkins, Hugh</style></author><author><style face="normal" font="default" size="100%">Weir, David R</style></author><author><style face="normal" font="default" size="100%">Wichmann, H-Erich</style></author><author><style face="normal" font="default" size="100%">Wilson, James F</style></author><author><style face="normal" font="default" size="100%">Zanen, Pieter</style></author><author><style face="normal" font="default" size="100%">Borecki, Ingrid B</style></author><author><style face="normal" font="default" size="100%">Deloukas, Panos</style></author><author><style face="normal" font="default" size="100%">Fox, Caroline S</style></author><author><style face="normal" font="default" size="100%">Heid, Iris M</style></author><author><style face="normal" font="default" size="100%">O'Connell, Jeffrey R</style></author><author><style face="normal" font="default" size="100%">Strachan, David P</style></author><author><style face="normal" font="default" size="100%">Stefansson, Kari</style></author><author><style face="normal" font="default" size="100%">van Duijn, Cornelia M</style></author><author><style face="normal" font="default" size="100%">Abecasis, Goncalo R</style></author><author><style face="normal" font="default" size="100%">Franke, Lude</style></author><author><style face="normal" font="default" size="100%">Frayling, Timothy M</style></author><author><style face="normal" font="default" size="100%">McCarthy, Mark I</style></author><author><style face="normal" font="default" size="100%">Visscher, Peter M</style></author><author><style face="normal" font="default" size="100%">Scherag, André</style></author><author><style face="normal" font="default" size="100%">Willer, Cristen J</style></author><author><style face="normal" font="default" size="100%">Boehnke, Michael</style></author><author><style face="normal" font="default" size="100%">Mohlke, Karen L</style></author><author><style face="normal" font="default" size="100%">Lindgren, Cecilia M</style></author><author><style face="normal" font="default" size="100%">Beckmann, Jacques S</style></author><author><style face="normal" font="default" size="100%">Barroso, Inês</style></author><author><style face="normal" font="default" size="100%">North, Kari E</style></author><author><style face="normal" font="default" size="100%">Ingelsson, Erik</style></author><author><style face="normal" font="default" size="100%">Hirschhorn, Joel N</style></author><author><style face="normal" font="default" size="100%">Loos, Ruth J F</style></author><author><style face="normal" font="default" size="100%">Speliotes, Elizabeth K</style></author></authors><translated-authors><author><style face="normal" font="default" size="100%">LifeLines Cohort Study</style></author><author><style face="normal" font="default" size="100%">ADIPOGen Consortium</style></author><author><style face="normal" font="default" size="100%">AGEN-BMI Working Group</style></author><author><style face="normal" font="default" size="100%">CARDIOGRAMplusC4D Consortium</style></author><author><style face="normal" font="default" size="100%">CKDGen consortium</style></author><author><style face="normal" font="default" size="100%">GLGC</style></author><author><style face="normal" font="default" size="100%">ICBP</style></author><author><style face="normal" font="default" size="100%">MAGIC Investigators</style></author><author><style face="normal" font="default" size="100%">MuTHER Consortium</style></author><author><style face="normal" font="default" size="100%">MIGen Consortium</style></author><author><style face="normal" font="default" size="100%">PAGE Consortium</style></author><author><style face="normal" font="default" size="100%">ReproGen Consortium</style></author><author><style face="normal" font="default" size="100%">GENIE Consortium</style></author><author><style face="normal" font="default" size="100%">International Endogene Consortium</style></author></translated-authors></contributors><titles><title><style face="normal" font="default" size="100%">Genetic studies of body mass index yield new insights for obesity biology.</style></title><secondary-title><style face="normal" font="default" size="100%">Nature</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Nature</style></alt-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Adipogenesis</style></keyword><keyword><style  face="normal" font="default" size="100%">Adiposity</style></keyword><keyword><style  face="normal" font="default" size="100%">Age Factors</style></keyword><keyword><style  face="normal" font="default" size="100%">Body Mass Index</style></keyword><keyword><style  face="normal" font="default" size="100%">Continental Population Groups</style></keyword><keyword><style  face="normal" font="default" size="100%">Energy Metabolism</style></keyword><keyword><style  face="normal" font="default" size="100%">Europe</style></keyword><keyword><style  face="normal" font="default" size="100%">Female</style></keyword><keyword><style  face="normal" font="default" size="100%">Genetic Predisposition to Disease</style></keyword><keyword><style  face="normal" font="default" size="100%">Genome-Wide Association Study</style></keyword><keyword><style  face="normal" font="default" size="100%">Glutamic Acid</style></keyword><keyword><style  face="normal" font="default" size="100%">Humans</style></keyword><keyword><style  face="normal" font="default" size="100%">Insulin</style></keyword><keyword><style  face="normal" font="default" size="100%">Male</style></keyword><keyword><style  face="normal" font="default" size="100%">Obesity</style></keyword><keyword><style  face="normal" font="default" size="100%">Polymorphism, Single Nucleotide</style></keyword><keyword><style  face="normal" font="default" size="100%">Quantitative Trait Loci</style></keyword><keyword><style  face="normal" font="default" size="100%">Synapses</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2015</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2015 Feb 12</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">518</style></volume><pages><style face="normal" font="default" size="100%">197-206</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;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 &lt; 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 &gt;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.&lt;/p&gt;</style></abstract><issue><style face="normal" font="default" size="100%">7538</style></issue><custom1><style face="normal" font="default" size="100%">http://www.ncbi.nlm.nih.gov/pubmed/25673413?dopt=Abstract</style></custom1></record></records></xml>