TY - JOUR T1 - Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals. JF - Nat Genet Y1 - 2018 A1 - Lee, James J A1 - Wedow, Robbee A1 - Okbay, Aysu A1 - Kong, Edward A1 - Maghzian, Omeed A1 - Zacher, Meghan A1 - Nguyen-Viet, Tuan Anh A1 - Bowers, Peter A1 - Sidorenko, Julia A1 - Karlsson Linnér, Richard A1 - Fontana, Mark Alan A1 - Kundu, Tushar A1 - Lee, Chanwook A1 - Li, Hui A1 - Li, Ruoxi A1 - Royer, Rebecca A1 - Timshel, Pascal N A1 - Walters, Raymond K A1 - Willoughby, Emily A A1 - Yengo, Loic A1 - Alver, Maris A1 - Bao, Yanchun A1 - Clark, David W A1 - Day, Felix R A1 - Furlotte, Nicholas A A1 - Joshi, Peter K A1 - Kemper, Kathryn E A1 - Kleinman, Aaron A1 - Langenberg, Claudia A1 - Mägi, Reedik A1 - Trampush, Joey W A1 - Verma, Shefali Setia A1 - Wu, Yang A1 - Lam, Max A1 - Zhao, Jing Hua A1 - Zheng, Zhili A1 - Boardman, Jason D A1 - Campbell, Harry A1 - Freese, Jeremy A1 - Harris, Kathleen Mullan A1 - Hayward, Caroline A1 - Herd, Pamela A1 - Kumari, Meena A1 - Lencz, Todd A1 - Luan, Jian'an A1 - Malhotra, Anil K A1 - Metspalu, Andres A1 - Milani, Lili A1 - Ong, Ken K A1 - Perry, John R B A1 - Porteous, David J A1 - Ritchie, Marylyn D A1 - Smart, Melissa C A1 - Smith, Blair H A1 - Tung, Joyce Y A1 - Wareham, Nicholas J A1 - Wilson, James F A1 - Beauchamp, Jonathan P A1 - Conley, Dalton C A1 - Esko, Tõnu A1 - Lehrer, Steven F A1 - Magnusson, Patrik K E A1 - Oskarsson, Sven A1 - Pers, Tune H A1 - Robinson, Matthew R A1 - Thom, Kevin A1 - Watson, Chelsea A1 - Chabris, Christopher F A1 - Meyer, Michelle N A1 - Laibson, David I A1 - Yang, Jian A1 - Johannesson, Magnus A1 - Koellinger, Philipp D A1 - Turley, Patrick A1 - Visscher, Peter M A1 - Benjamin, Daniel J A1 - Cesarini, David AB -

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.

VL - 50 IS - 8 U1 - http://www.ncbi.nlm.nih.gov/pubmed/30038396?dopt=Abstract ER - TY - JOUR T1 - Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk. JF - Nat Genet Y1 - 2017 A1 - Day, Felix R A1 - Thompson, Deborah J A1 - Helgason, Hannes A1 - Chasman, Daniel I A1 - Finucane, Hilary A1 - Sulem, Patrick A1 - Ruth, Katherine S A1 - Whalen, Sean A1 - Sarkar, Abhishek K A1 - Albrecht, Eva A1 - Altmaier, Elisabeth A1 - Amini, Marzyeh A1 - Barbieri, Caterina M A1 - Boutin, Thibaud A1 - Campbell, Archie A1 - Demerath, Ellen A1 - Giri, Ayush A1 - He, Chunyan A1 - Hottenga, Jouke J A1 - Karlsson, Robert A1 - Kolcic, Ivana A1 - Loh, Po-Ru A1 - Lunetta, Kathryn L A1 - Mangino, Massimo A1 - Marco, Brumat A1 - McMahon, George A1 - Medland, Sarah E A1 - Nolte, Ilja M A1 - Noordam, Raymond A1 - Nutile, Teresa A1 - Paternoster, Lavinia A1 - Perjakova, Natalia A1 - Porcu, Eleonora A1 - Rose, Lynda M A1 - Schraut, Katharina E A1 - Segrè, Ayellet V A1 - Smith, Albert V A1 - Stolk, Lisette A1 - Teumer, Alexander A1 - Andrulis, Irene L A1 - Bandinelli, Stefania A1 - Beckmann, Matthias W A1 - Benitez, Javier A1 - Bergmann, Sven A1 - Bochud, Murielle A1 - Boerwinkle, Eric A1 - Bojesen, Stig E A1 - Bolla, Manjeet K A1 - Brand, Judith S A1 - Brauch, Hiltrud A1 - Brenner, Hermann A1 - Broer, Linda A1 - Brüning, Thomas A1 - Buring, Julie E A1 - Campbell, Harry A1 - Catamo, Eulalia A1 - Chanock, Stephen A1 - Chenevix-Trench, Georgia A1 - Corre, Tanguy A1 - Couch, Fergus J A1 - Cousminer, Diana L A1 - Cox, Angela A1 - Crisponi, Laura A1 - Czene, Kamila A1 - Davey Smith, George A1 - de Geus, Eco J C N A1 - de Mutsert, Renée A1 - De Vivo, Immaculata A1 - Dennis, Joe A1 - Devilee, Peter A1 - Dos-Santos-Silva, Isabel A1 - Dunning, Alison M A1 - Eriksson, Johan G A1 - Fasching, Peter A A1 - Fernández-Rhodes, Lindsay A1 - Ferrucci, Luigi A1 - Flesch-Janys, Dieter A1 - Franke, Lude A1 - Gabrielson, Marike A1 - Gandin, Ilaria A1 - Giles, Graham G A1 - Grallert, Harald A1 - Gudbjartsson, Daniel F A1 - Guenel, Pascal A1 - Hall, Per A1 - Hallberg, Emily A1 - Hamann, Ute A1 - Harris, Tamara B A1 - Hartman, Catharina A A1 - Heiss, Gerardo A1 - Hooning, Maartje J A1 - Hopper, John L A1 - Hu, Frank A1 - Hunter, David J A1 - Ikram, M Arfan A1 - Im, Hae Kyung A1 - Järvelin, Marjo-Riitta A1 - Joshi, Peter K A1 - Karasik, David A1 - Kellis, Manolis A1 - Kutalik, Zoltán A1 - LaChance, Genevieve A1 - Lambrechts, Diether A1 - Langenberg, Claudia A1 - Launer, Lenore J A1 - Laven, Joop S E A1 - Lenarduzzi, Stefania A1 - Li, Jingmei A1 - Lind, Penelope A A1 - Lindström, Sara A1 - Liu, Yongmei A1 - Luan, Jian'an A1 - Mägi, Reedik A1 - Mannermaa, Arto A1 - Mbarek, Hamdi A1 - McCarthy, Mark I A1 - Meisinger, Christa A1 - Meitinger, Thomas A1 - Menni, Cristina A1 - Metspalu, Andres A1 - Michailidou, Kyriaki A1 - Milani, Lili A1 - Milne, Roger L A1 - Montgomery, Grant W A1 - Mulligan, Anna M A1 - Nalls, Mike A A1 - Navarro, Pau A1 - Nevanlinna, Heli A1 - Nyholt, Dale R A1 - Oldehinkel, Albertine J A1 - O'Mara, Tracy A A1 - Padmanabhan, Sandosh A1 - Palotie, Aarno A1 - Pedersen, Nancy A1 - Peters, Annette A1 - Peto, Julian A1 - Pharoah, Paul D P A1 - Pouta, Anneli A1 - Radice, Paolo A1 - Rahman, Iffat A1 - Ring, Susan M A1 - Robino, Antonietta A1 - Rosendaal, Frits R A1 - Rudan, Igor A1 - Rueedi, Rico A1 - Ruggiero, Daniela A1 - Sala, Cinzia F A1 - Schmidt, Marjanka K A1 - Scott, Robert A A1 - Shah, Mitul A1 - Sorice, Rossella A1 - Southey, Melissa C A1 - Sovio, Ulla A1 - Stampfer, Meir A1 - Steri, Maristella A1 - Strauch, Konstantin A1 - Tanaka, Toshiko A1 - Tikkanen, Emmi A1 - Timpson, Nicholas J A1 - Traglia, Michela A1 - Truong, Therese A1 - Tyrer, Jonathan P A1 - Uitterlinden, André G A1 - Edwards, Digna R Velez A1 - Vitart, Veronique A1 - Völker, Uwe A1 - Vollenweider, Peter A1 - Wang, Qin A1 - Widen, Elisabeth A1 - van Dijk, Ko Willems A1 - Willemsen, Gonneke A1 - Winqvist, Robert A1 - Wolffenbuttel, Bruce H R A1 - Zhao, Jing Hua A1 - Zoledziewska, Magdalena A1 - Zygmunt, Marek A1 - Alizadeh, Behrooz Z A1 - Boomsma, Dorret I A1 - Ciullo, Marina A1 - Cucca, Francesco A1 - Esko, Tõnu A1 - Franceschini, Nora A1 - Gieger, Christian A1 - Gudnason, Vilmundur A1 - Hayward, Caroline A1 - Kraft, Peter A1 - Lawlor, Debbie A A1 - Magnusson, Patrik K E A1 - Martin, Nicholas G A1 - Mook-Kanamori, Dennis O A1 - Nohr, Ellen A A1 - Polasek, Ozren A1 - Porteous, David A1 - Price, Alkes L A1 - Ridker, Paul M A1 - Snieder, Harold A1 - Spector, Tim D A1 - Stöckl, Doris A1 - Toniolo, Daniela A1 - Ulivi, Sheila A1 - Visser, Jenny A A1 - Völzke, Henry A1 - Wareham, Nicholas J A1 - Wilson, James F A1 - Spurdle, Amanda B A1 - Thorsteindottir, Unnur A1 - Pollard, Katherine S A1 - Easton, Douglas F A1 - Tung, Joyce Y A1 - Chang-Claude, Jenny A1 - Hinds, David A1 - Murray, Anna A1 - Murabito, Joanne M A1 - Stefansson, Kari A1 - Ong, Ken K A1 - Perry, John R B KW - Adolescent KW - Age Factors KW - Body Mass Index KW - Databases, Genetic KW - Female KW - Genetic Predisposition to Disease KW - Genome-Wide Association Study KW - Genomic Imprinting KW - Humans KW - Intercellular Signaling Peptides and Proteins KW - Male KW - Membrane Proteins KW - Menarche KW - Neoplasms KW - Polymorphism, Single Nucleotide KW - Puberty KW - Quantitative Trait Loci KW - Ribonucleoproteins KW - Risk Factors AB -

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 < 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.

VL - 49 IS - 6 U1 - http://www.ncbi.nlm.nih.gov/pubmed/28436984?dopt=Abstract ER - TY - JOUR T1 - Rare and low-frequency coding variants alter human adult height. JF - Nature Y1 - 2017 A1 - Marouli, Eirini A1 - Graff, Mariaelisa A1 - Medina-Gomez, Carolina A1 - Lo, Ken Sin A1 - Wood, Andrew R A1 - Kjaer, Troels R A1 - Fine, Rebecca S A1 - Lu, Yingchang A1 - Schurmann, Claudia A1 - Highland, Heather M A1 - Rüeger, Sina A1 - Thorleifsson, Gudmar A1 - Justice, Anne E A1 - Lamparter, David A1 - Stirrups, Kathleen E A1 - Turcot, Valérie A1 - Young, Kristin L A1 - Winkler, Thomas W A1 - Esko, Tõnu A1 - Karaderi, Tugce A1 - Locke, Adam E A1 - Masca, Nicholas G D A1 - Ng, Maggie C Y A1 - Mudgal, Poorva A1 - Rivas, Manuel A A1 - Vedantam, Sailaja A1 - Mahajan, Anubha A1 - Guo, Xiuqing A1 - Abecasis, Goncalo A1 - Aben, Katja K A1 - Adair, Linda S A1 - Alam, Dewan S A1 - Albrecht, Eva A1 - Allin, Kristine H A1 - Allison, Matthew A1 - Amouyel, Philippe A1 - Appel, Emil V A1 - Arveiler, Dominique A1 - Asselbergs, Folkert W A1 - Auer, Paul L A1 - Balkau, Beverley A1 - Banas, Bernhard A1 - Bang, Lia E A1 - Benn, Marianne A1 - Bergmann, Sven A1 - Bielak, Lawrence F A1 - Blüher, Matthias A1 - Boeing, Heiner A1 - Boerwinkle, Eric A1 - Böger, Carsten A A1 - Bonnycastle, Lori L A1 - Bork-Jensen, Jette A1 - Bots, Michiel L A1 - Bottinger, Erwin P A1 - Bowden, Donald W A1 - Brandslund, Ivan A1 - Breen, Gerome A1 - Brilliant, Murray H A1 - Broer, Linda A1 - Burt, Amber A A1 - Butterworth, Adam S A1 - Carey, David J A1 - Caulfield, Mark J A1 - Chambers, John C A1 - Chasman, Daniel I A1 - Chen, Yii-Der Ida A1 - Chowdhury, Rajiv A1 - Christensen, Cramer A1 - Chu, Audrey Y A1 - Cocca, Massimiliano A1 - Collins, Francis S A1 - Cook, James P A1 - Corley, Janie A1 - Galbany, Jordi Corominas A1 - Cox, Amanda J A1 - Cuellar-Partida, Gabriel A1 - Danesh, John A1 - Davies, Gail A1 - de Bakker, Paul I W A1 - de Borst, Gert J A1 - de Denus, Simon A1 - de Groot, Mark C H A1 - de Mutsert, Renée A1 - Deary, Ian J A1 - Dedoussis, George A1 - Demerath, Ellen W A1 - den Hollander, Anneke I A1 - Dennis, Joe G A1 - Di Angelantonio, Emanuele A1 - Drenos, Fotios A1 - Du, Mengmeng A1 - Dunning, Alison M A1 - Easton, Douglas F A1 - Ebeling, Tapani A1 - Edwards, Todd L A1 - Ellinor, Patrick T A1 - Elliott, Paul A1 - Evangelou, Evangelos A1 - Farmaki, Aliki-Eleni A1 - Faul, Jessica D A1 - Feitosa, Mary F A1 - Feng, Shuang A1 - Ferrannini, Ele A1 - Ferrario, Marco M A1 - Ferrières, Jean A1 - Florez, Jose C A1 - Ford, Ian A1 - Fornage, Myriam A1 - Franks, Paul W A1 - Frikke-Schmidt, Ruth A1 - Galesloot, Tessel E A1 - Gan, Wei A1 - Gandin, Ilaria A1 - Gasparini, Paolo A1 - Giedraitis, Vilmantas A1 - Giri, Ayush A1 - Girotto, Giorgia A1 - Gordon, Scott D A1 - Gordon-Larsen, Penny A1 - Gorski, Mathias A1 - Grarup, Niels A1 - Grove, Megan L A1 - Gudnason, Vilmundur A1 - Gustafsson, Stefan A1 - Hansen, Torben A1 - Harris, Kathleen Mullan A1 - Harris, Tamara B A1 - Hattersley, Andrew T A1 - Hayward, Caroline A1 - He, Liang A1 - Heid, Iris M A1 - Heikkilä, Kauko A1 - Helgeland, Øyvind A1 - Hernesniemi, Jussi A1 - Hewitt, Alex W A1 - Hocking, Lynne J A1 - Hollensted, Mette A1 - Holmen, Oddgeir L A1 - Hovingh, G Kees A1 - Howson, Joanna M M A1 - Hoyng, Carel B A1 - Huang, Paul L A1 - Hveem, Kristian A1 - Ikram, M Arfan A1 - Ingelsson, Erik A1 - Jackson, Anne U A1 - Jansson, Jan-Håkan A1 - Jarvik, Gail P A1 - Jensen, Gorm B A1 - Jhun, Min A A1 - Jia, Yucheng A1 - Jiang, Xuejuan A1 - Johansson, Stefan A1 - Jørgensen, Marit E A1 - Jørgensen, Torben A1 - Jousilahti, Pekka A1 - Jukema, J Wouter A1 - Kahali, Bratati A1 - Kahn, René S A1 - Kähönen, Mika A1 - Kamstrup, Pia R A1 - Kanoni, Stavroula A1 - Kaprio, Jaakko A1 - Karaleftheri, Maria A1 - Kardia, Sharon L R A1 - Karpe, Fredrik A1 - Kee, Frank A1 - Keeman, Renske A1 - Kiemeney, Lambertus A A1 - Kitajima, Hidetoshi A1 - Kluivers, Kirsten B A1 - Kocher, Thomas A1 - Komulainen, Pirjo A1 - Kontto, Jukka A1 - Kooner, Jaspal S A1 - Kooperberg, Charles A1 - Kovacs, Peter A1 - Kriebel, Jennifer A1 - Kuivaniemi, Helena A1 - Küry, Sébastien A1 - Kuusisto, Johanna A1 - La Bianca, Martina A1 - Laakso, Markku A1 - Lakka, Timo A A1 - Lange, Ethan M A1 - Lange, Leslie A A1 - Langefeld, Carl D A1 - Langenberg, Claudia A1 - Larson, Eric B A1 - Lee, I-Te A1 - Lehtimäki, Terho A1 - Lewis, Cora E A1 - Li, Huaixing A1 - Li, Jin A1 - Li-Gao, Ruifang A1 - Lin, Honghuang A1 - Lin, Li-An A1 - Lin, Xu A1 - Lind, Lars A1 - Lindström, Jaana A1 - Linneberg, Allan A1 - Liu, Yeheng A1 - Liu, Yongmei A1 - Lophatananon, Artitaya A1 - Luan, Jian'an A1 - Lubitz, Steven A A1 - Lyytikäinen, Leo-Pekka A1 - Mackey, David A A1 - Madden, Pamela A F A1 - Manning, Alisa K A1 - Männistö, Satu A1 - Marenne, Gaëlle A1 - Marten, Jonathan A1 - Martin, Nicholas G A1 - Mazul, Angela L A1 - Meidtner, Karina A1 - Metspalu, Andres A1 - Mitchell, Paul A1 - Mohlke, Karen L A1 - Mook-Kanamori, Dennis O A1 - Morgan, Anna A1 - Morris, Andrew D A1 - Morris, Andrew P A1 - Müller-Nurasyid, Martina A1 - Munroe, Patricia B A1 - Nalls, Mike A A1 - Nauck, Matthias A1 - Nelson, Christopher P A1 - Neville, Matt A1 - Nielsen, Sune F A1 - Nikus, Kjell A1 - Njølstad, Pål R A1 - Nordestgaard, Børge G A1 - Ntalla, Ioanna A1 - O'Connel, Jeffrey R A1 - Oksa, Heikki A1 - Loohuis, Loes M Olde A1 - Ophoff, Roel A A1 - Owen, Katharine R A1 - Packard, Chris J A1 - Padmanabhan, Sandosh A1 - Palmer, Colin N A A1 - Pasterkamp, Gerard A1 - Patel, Aniruddh P A1 - Pattie, Alison A1 - Pedersen, Oluf A1 - Peissig, Peggy L A1 - Peloso, Gina M A1 - Pennell, Craig E A1 - Perola, Markus A1 - Perry, James A A1 - Perry, John R B A1 - Person, Thomas N A1 - Pirie, Ailith A1 - Polasek, Ozren A1 - Posthuma, Danielle A1 - Raitakari, Olli T A1 - Rasheed, Asif A1 - Rauramaa, Rainer A1 - Reilly, Dermot F A1 - Reiner, Alex P A1 - Renstrom, Frida A1 - Ridker, Paul M A1 - Rioux, John D A1 - Robertson, Neil A1 - Robino, Antonietta A1 - Rolandsson, Olov A1 - Rudan, Igor A1 - Ruth, Katherine S A1 - Saleheen, Danish A1 - Salomaa, Veikko A1 - Samani, Nilesh J A1 - Sandow, Kevin A1 - Sapkota, Yadav A1 - Sattar, Naveed A1 - Schmidt, Marjanka K A1 - Schreiner, Pamela J A1 - Schulze, Matthias B A1 - Scott, Robert A A1 - Segura-Lepe, Marcelo P A1 - Shah, Svati A1 - Sim, Xueling A1 - Sivapalaratnam, Suthesh A1 - Small, Kerrin S A1 - Smith, Albert Vernon A1 - Smith, Jennifer A A1 - Southam, Lorraine A1 - Spector, Timothy D A1 - Speliotes, Elizabeth K A1 - Starr, John M A1 - Steinthorsdottir, Valgerdur A1 - Stringham, Heather M A1 - Stumvoll, Michael A1 - Surendran, Praveen A1 - 't Hart, Leen M A1 - Tansey, Katherine E A1 - Tardif, Jean-Claude A1 - Taylor, Kent D A1 - Teumer, Alexander A1 - Thompson, Deborah J A1 - Thorsteinsdottir, Unnur A1 - Thuesen, Betina H A1 - Tönjes, Anke A1 - Tromp, Gerard A1 - Trompet, Stella A1 - Tsafantakis, Emmanouil A1 - Tuomilehto, Jaakko A1 - Tybjaerg-Hansen, Anne A1 - Tyrer, Jonathan P A1 - Uher, Rudolf A1 - Uitterlinden, André G A1 - Ulivi, Sheila A1 - van der Laan, Sander W A1 - Van Der Leij, Andries R A1 - van Duijn, Cornelia M A1 - van Schoor, Natasja M A1 - van Setten, Jessica A1 - Varbo, Anette A1 - Varga, Tibor V A1 - Varma, Rohit A1 - Edwards, Digna R Velez A1 - Vermeulen, Sita H A1 - Vestergaard, Henrik A1 - Vitart, Veronique A1 - Vogt, Thomas F A1 - Vozzi, Diego A1 - Walker, Mark A1 - Wang, Feijie A1 - Wang, Carol A A1 - Wang, Shuai A1 - Wang, Yiqin A1 - Wareham, Nicholas J A1 - Warren, Helen R A1 - Wessel, Jennifer A1 - Willems, Sara M A1 - Wilson, James G A1 - Witte, Daniel R A1 - Woods, Michael O A1 - Wu, Ying A1 - Yaghootkar, Hanieh A1 - Yao, Jie A1 - Yao, Pang A1 - Yerges-Armstrong, Laura M A1 - Young, Robin A1 - Zeggini, Eleftheria A1 - Zhan, Xiaowei A1 - Zhang, Weihua A1 - Zhao, Jing Hua A1 - Zhao, Wei A1 - Zhao, Wei A1 - Zheng, He A1 - Zhou, Wei A1 - Rotter, Jerome I A1 - Boehnke, Michael A1 - Kathiresan, Sekar A1 - McCarthy, Mark I A1 - Willer, Cristen J A1 - Stefansson, Kari A1 - Borecki, Ingrid B A1 - Liu, Dajiang J A1 - North, Kari E A1 - Heard-Costa, Nancy L A1 - Pers, Tune H A1 - Lindgren, Cecilia M A1 - Oxvig, Claus A1 - Kutalik, Zoltán A1 - Rivadeneira, Fernando A1 - Loos, Ruth J F A1 - Frayling, Timothy M A1 - Hirschhorn, Joel N A1 - Deloukas, Panos A1 - Lettre, Guillaume KW - ADAMTS Proteins KW - Adult KW - Alleles KW - Body Height KW - Cell Adhesion Molecules KW - Female KW - Gene Frequency KW - Genetic Variation KW - Genome, Human KW - Glycoproteins KW - Glycosaminoglycans KW - Hedgehog Proteins KW - Humans KW - Intercellular Signaling Peptides and Proteins KW - Interferon Regulatory Factors KW - Interleukin-11 Receptor alpha Subunit KW - Male KW - Multifactorial Inheritance KW - NADPH Oxidase 4 KW - NADPH Oxidases KW - Phenotype KW - Pregnancy-Associated Plasma Protein-A KW - Procollagen N-Endopeptidase KW - Proteoglycans KW - Proteolysis KW - Receptors, Androgen KW - Somatomedins AB -

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.

VL - 542 IS - 7640 U1 - http://www.ncbi.nlm.nih.gov/pubmed/28146470?dopt=Abstract ER - TY - JOUR T1 - Whole-Genome Sequencing Coupled to Imputation Discovers Genetic Signals for Anthropometric Traits. JF - Am J Hum Genet Y1 - 2017 A1 - Tachmazidou, Ioanna A1 - Süveges, Dániel A1 - Min, Josine L A1 - Ritchie, Graham R S A1 - Steinberg, Julia A1 - Walter, Klaudia A1 - Iotchkova, Valentina A1 - Schwartzentruber, Jeremy A1 - Huang, Jie A1 - Memari, Yasin A1 - McCarthy, Shane A1 - Crawford, Andrew A A1 - Bombieri, Cristina A1 - Cocca, Massimiliano A1 - Farmaki, Aliki-Eleni A1 - Gaunt, Tom R A1 - Jousilahti, Pekka A1 - Kooijman, Marjolein N A1 - Lehne, Benjamin A1 - Malerba, Giovanni A1 - Männistö, Satu A1 - Matchan, Angela A1 - Medina-Gomez, Carolina A1 - Metrustry, Sarah J A1 - Nag, Abhishek A1 - Ntalla, Ioanna A1 - Paternoster, Lavinia A1 - Rayner, Nigel W A1 - Sala, Cinzia A1 - Scott, William R A1 - Shihab, Hashem A A1 - Southam, Lorraine A1 - St Pourcain, Beate A1 - Traglia, Michela A1 - Trajanoska, Katerina A1 - Zaza, Gialuigi A1 - Zhang, Weihua A1 - Artigas, María S A1 - Bansal, Narinder A1 - Benn, Marianne A1 - Chen, Zhongsheng A1 - Danecek, Petr A1 - Lin, Wei-Yu A1 - Locke, Adam A1 - Luan, Jian'an A1 - Manning, Alisa K A1 - Mulas, Antonella A1 - Sidore, Carlo A1 - Tybjaerg-Hansen, Anne A1 - Varbo, Anette A1 - Zoledziewska, Magdalena A1 - Finan, Chris A1 - Hatzikotoulas, Konstantinos A1 - Hendricks, Audrey E A1 - Kemp, John P A1 - Moayyeri, Alireza A1 - Panoutsopoulou, Kalliope A1 - Szpak, Michal A1 - Wilson, Scott G A1 - Boehnke, Michael A1 - Cucca, Francesco A1 - Di Angelantonio, Emanuele A1 - Langenberg, Claudia A1 - Lindgren, Cecilia A1 - McCarthy, Mark I A1 - Morris, Andrew P A1 - Nordestgaard, Børge G A1 - Scott, Robert A A1 - Tobin, Martin D A1 - Wareham, Nicholas J A1 - Burton, Paul A1 - Chambers, John C A1 - Smith, George Davey A1 - Dedoussis, George A1 - Felix, Janine F A1 - Franco, Oscar H A1 - Gambaro, Giovanni A1 - Gasparini, Paolo A1 - Hammond, Christopher J A1 - Hofman, Albert A1 - Jaddoe, Vincent W V A1 - Kleber, Marcus A1 - Kooner, Jaspal S A1 - Perola, Markus A1 - Relton, Caroline A1 - Ring, Susan M A1 - Rivadeneira, Fernando A1 - Salomaa, Veikko A1 - Spector, Timothy D A1 - Stegle, Oliver A1 - Toniolo, Daniela A1 - Uitterlinden, André G A1 - Barroso, Inês A1 - Greenwood, Celia M T A1 - Perry, John R B A1 - Walker, Brian R A1 - Butterworth, Adam S A1 - Xue, Yali A1 - Durbin, Richard A1 - Small, Kerrin S A1 - Soranzo, Nicole A1 - Timpson, Nicholas J A1 - Zeggini, Eleftheria KW - Anthropometry KW - Body Height KW - Cohort Studies KW - Databases, Genetic KW - DNA Methylation KW - Female KW - Genetic Variation KW - Genome, Human KW - Genome-Wide Association Study KW - Humans KW - Lipodystrophy KW - Male KW - Meta-Analysis as Topic KW - Obesity KW - Physical Chromosome Mapping KW - Quantitative Trait Loci KW - Sequence Analysis, DNA KW - Sex Characteristics KW - Syndrome KW - United Kingdom AB -

Deep sequence-based imputation can enhance the discovery power of genome-wide association studies by assessing previously unexplored variation across the common- and low-frequency spectra. We applied a hybrid whole-genome sequencing (WGS) and deep imputation approach to examine the broader allelic architecture of 12 anthropometric traits associated with height, body mass, and fat distribution in up to 267,616 individuals. We report 106 genome-wide significant signals that have not been previously identified, including 9 low-frequency variants pointing to functional candidates. Of the 106 signals, 6 are in genomic regions that have not been implicated with related traits before, 28 are independent signals at previously reported regions, and 72 represent previously reported signals for a different anthropometric trait. 71% of signals reside within genes and fine mapping resolves 23 signals to one or two likely causal variants. We confirm genetic overlap between human monogenic and polygenic anthropometric traits and find signal enrichment in cis expression QTLs in relevant tissues. Our results highlight the potential of WGS strategies to enhance biologically relevant discoveries across the frequency spectrum.

VL - 100 IS - 6 U1 - http://www.ncbi.nlm.nih.gov/pubmed/28552196?dopt=Abstract ER - TY - JOUR T1 - Directional dominance on stature and cognition in diverse human populations. JF - Nature Y1 - 2015 A1 - Joshi, Peter K A1 - Esko, Tõnu A1 - Mattsson, Hannele A1 - Eklund, Niina A1 - Gandin, Ilaria A1 - Nutile, Teresa A1 - Jackson, Anne U A1 - Schurmann, Claudia A1 - Smith, Albert V A1 - Zhang, Weihua A1 - Okada, Yukinori A1 - Stančáková, Alena A1 - Faul, Jessica D A1 - Zhao, Wei A1 - Bartz, Traci M A1 - Concas, Maria Pina A1 - Franceschini, Nora A1 - Enroth, Stefan A1 - Vitart, Veronique A1 - Trompet, Stella A1 - Guo, Xiuqing A1 - Chasman, Daniel I A1 - O'Connel, Jeffrey R A1 - Corre, Tanguy A1 - Nongmaithem, Suraj S A1 - Chen, Yuning A1 - Mangino, Massimo A1 - Ruggiero, Daniela A1 - Traglia, Michela A1 - Farmaki, Aliki-Eleni A1 - Kacprowski, Tim A1 - Bjonnes, Andrew A1 - van der Spek, Ashley A1 - Wu, Ying A1 - Giri, Anil K A1 - Yanek, Lisa R A1 - Wang, Lihua A1 - Hofer, Edith A1 - Rietveld, Cornelius A A1 - McLeod, Olga A1 - Cornelis, Marilyn C A1 - Pattaro, Cristian A1 - Verweij, Niek A1 - Baumbach, Clemens A1 - Abdellaoui, Abdel A1 - Warren, Helen R A1 - Vuckovic, Dragana A1 - Mei, Hao A1 - Bouchard, Claude A1 - Perry, John R B A1 - Cappellani, Stefania A1 - Mirza, Saira S A1 - Benton, Miles C A1 - Broeckel, Ulrich A1 - Medland, Sarah E A1 - Lind, Penelope A A1 - Malerba, Giovanni A1 - Drong, Alexander A1 - Yengo, Loic A1 - Bielak, Lawrence F A1 - Zhi, Degui A1 - van der Most, Peter J A1 - Shriner, Daniel A1 - Mägi, Reedik A1 - Hemani, Gibran A1 - Karaderi, Tugce A1 - Wang, Zhaoming A1 - Liu, Tian A1 - Demuth, Ilja A1 - Zhao, Jing Hua A1 - Meng, Weihua A1 - Lataniotis, Lazaros A1 - van der Laan, Sander W A1 - Bradfield, Jonathan P A1 - Wood, Andrew R A1 - Bonnefond, Amelie A1 - Ahluwalia, Tarunveer S A1 - Hall, Leanne M A1 - Salvi, Erika A1 - Yazar, Seyhan A1 - Carstensen, Lisbeth A1 - de Haan, Hugoline G A1 - Abney, Mark A1 - Afzal, Uzma A1 - Allison, Matthew A A1 - Amin, Najaf A1 - Asselbergs, Folkert W A1 - Bakker, Stephan J L A1 - Barr, R Graham A1 - Baumeister, Sebastian E A1 - Benjamin, Daniel J A1 - Bergmann, Sven A1 - Boerwinkle, Eric A1 - Bottinger, Erwin P A1 - Campbell, Archie A1 - Chakravarti, Aravinda A1 - Chan, Yingleong A1 - Chanock, Stephen J A1 - Chen, Constance A1 - Chen, Y-D Ida A1 - Collins, Francis S A1 - Connell, John A1 - Correa, Adolfo A1 - Cupples, L Adrienne A1 - Smith, George Davey A1 - Davies, Gail A1 - Dörr, Marcus A1 - Ehret, Georg A1 - Ellis, Stephen B A1 - Feenstra, Bjarke A1 - Feitosa, Mary F A1 - Ford, Ian A1 - Fox, Caroline S A1 - Frayling, Timothy M A1 - Friedrich, Nele A1 - Geller, Frank A1 - Scotland, Generation A1 - Gillham-Nasenya, Irina A1 - Gottesman, Omri A1 - Graff, Misa A1 - Grodstein, Francine A1 - Gu, Charles A1 - Haley, Chris A1 - Hammond, Christopher J A1 - Harris, Sarah E A1 - Harris, Tamara B A1 - Hastie, Nicholas D A1 - Heard-Costa, Nancy L A1 - Heikkilä, Kauko A1 - Hocking, Lynne J A1 - Homuth, Georg A1 - Hottenga, Jouke-Jan A1 - Huang, Jinyan A1 - Huffman, Jennifer E A1 - Hysi, Pirro G A1 - Ikram, M Arfan A1 - Ingelsson, Erik A1 - Joensuu, Anni A1 - Johansson, Åsa A1 - Jousilahti, Pekka A1 - Jukema, J Wouter A1 - Kähönen, Mika A1 - Kamatani, Yoichiro A1 - Kanoni, Stavroula A1 - Kerr, Shona M A1 - Khan, Nazir M A1 - Koellinger, Philipp A1 - Koistinen, Heikki A A1 - Kooner, Manraj K A1 - Kubo, Michiaki A1 - Kuusisto, Johanna A1 - Lahti, Jari A1 - Launer, Lenore J A1 - Lea, Rodney A A1 - Lehne, Benjamin A1 - Lehtimäki, Terho A1 - Liewald, David C M A1 - Lind, Lars A1 - Loh, Marie A1 - Lokki, Marja-Liisa A1 - London, Stephanie J A1 - Loomis, Stephanie J A1 - Loukola, Anu A1 - Lu, Yingchang A1 - Lumley, Thomas A1 - Lundqvist, Annamari A1 - Männistö, Satu A1 - Marques-Vidal, Pedro A1 - Masciullo, Corrado A1 - Matchan, Angela A1 - Mathias, Rasika A A1 - Matsuda, Koichi A1 - Meigs, James B A1 - Meisinger, Christa A1 - Meitinger, Thomas A1 - Menni, Cristina A1 - Mentch, Frank D A1 - Mihailov, Evelin A1 - Milani, Lili A1 - Montasser, May E A1 - Montgomery, Grant W A1 - Morrison, Alanna A1 - Myers, Richard H A1 - Nadukuru, Rajiv A1 - Navarro, Pau A1 - Nelis, Mari A1 - Nieminen, Markku S A1 - Nolte, Ilja M A1 - O'Connor, George T A1 - Ogunniyi, Adesola A1 - Padmanabhan, Sandosh A1 - Palmas, Walter R A1 - Pankow, James S A1 - Patarcic, Inga A1 - Pavani, Francesca A1 - Peyser, Patricia A A1 - Pietilainen, Kirsi A1 - Poulter, Neil A1 - Prokopenko, Inga A1 - Ralhan, Sarju A1 - Redmond, Paul A1 - Rich, Stephen S A1 - Rissanen, Harri A1 - Robino, Antonietta A1 - Rose, Lynda M A1 - Rose, Richard A1 - Sala, Cinzia A1 - Salako, Babatunde A1 - Salomaa, Veikko A1 - Sarin, Antti-Pekka A1 - Saxena, Richa A1 - Schmidt, Helena A1 - Scott, Laura J A1 - Scott, William R A1 - Sennblad, Bengt A1 - Seshadri, Sudha A1 - Sever, Peter A1 - Shrestha, Smeeta A1 - Smith, Blair H A1 - Smith, Jennifer A A1 - Soranzo, Nicole A1 - Sotoodehnia, Nona A1 - Southam, Lorraine A1 - Stanton, Alice V A1 - Stathopoulou, Maria G A1 - Strauch, Konstantin A1 - Strawbridge, Rona J A1 - Suderman, Matthew J A1 - Tandon, Nikhil A1 - Tang, Sian-Tsun A1 - Taylor, Kent D A1 - Tayo, Bamidele O A1 - Töglhofer, Anna Maria A1 - Tomaszewski, Maciej A1 - Tšernikova, Natalia A1 - Tuomilehto, Jaakko A1 - Uitterlinden, André G A1 - Vaidya, Dhananjay A1 - van Hylckama Vlieg, Astrid A1 - van Setten, Jessica A1 - Vasankari, Tuula A1 - Vedantam, Sailaja A1 - Vlachopoulou, Efthymia A1 - Vozzi, Diego A1 - Vuoksimaa, Eero A1 - Waldenberger, Melanie A1 - Ware, Erin B A1 - Wentworth-Shields, William A1 - Whitfield, John B A1 - Wild, Sarah A1 - Willemsen, Gonneke A1 - Yajnik, Chittaranjan S A1 - Yao, Jie A1 - Zaza, Gianluigi A1 - Zhu, Xiaofeng A1 - Salem, Rany M A1 - Melbye, Mads A1 - Bisgaard, Hans A1 - Samani, Nilesh J A1 - Cusi, Daniele A1 - Mackey, David A A1 - Cooper, Richard S A1 - Froguel, Philippe A1 - Pasterkamp, Gerard A1 - Grant, Struan F A A1 - Hakonarson, Hakon A1 - Ferrucci, Luigi A1 - Scott, Robert A A1 - Morris, Andrew D A1 - Palmer, Colin N A A1 - Dedoussis, George A1 - Deloukas, Panos A1 - Bertram, Lars A1 - Lindenberger, Ulman A1 - Berndt, Sonja I A1 - Lindgren, Cecilia M A1 - Timpson, Nicholas J A1 - Tönjes, Anke A1 - Munroe, Patricia B A1 - Sørensen, Thorkild I A A1 - Rotimi, Charles N A1 - Arnett, Donna K A1 - Oldehinkel, Albertine J A1 - Kardia, Sharon L R A1 - Balkau, Beverley A1 - Gambaro, Giovanni A1 - Morris, Andrew P A1 - Eriksson, Johan G A1 - Wright, Margie J A1 - Martin, Nicholas G A1 - Hunt, Steven C A1 - Starr, John M A1 - Deary, Ian J A1 - Griffiths, Lyn R A1 - Tiemeier, Henning A1 - Pirastu, Nicola A1 - Kaprio, Jaakko A1 - Wareham, Nicholas J A1 - Pérusse, Louis A1 - Wilson, James G A1 - Girotto, Giorgia A1 - Caulfield, Mark J A1 - Raitakari, Olli A1 - Boomsma, Dorret I A1 - Gieger, Christian A1 - van der Harst, Pim A1 - Hicks, Andrew A A1 - Kraft, Peter A1 - Sinisalo, Juha A1 - Knekt, Paul A1 - Johannesson, Magnus A1 - Magnusson, Patrik K E A1 - Hamsten, Anders A1 - Schmidt, Reinhold A1 - Borecki, Ingrid B A1 - Vartiainen, Erkki A1 - Becker, Diane M A1 - Bharadwaj, Dwaipayan A1 - Mohlke, Karen L A1 - Boehnke, Michael A1 - van Duijn, Cornelia M A1 - Sanghera, Dharambir K A1 - Teumer, Alexander A1 - Zeggini, Eleftheria A1 - Metspalu, Andres A1 - Gasparini, Paolo A1 - Ulivi, Sheila A1 - Ober, Carole A1 - Toniolo, Daniela A1 - Rudan, Igor A1 - Porteous, David J A1 - Ciullo, Marina A1 - Spector, Tim D A1 - Hayward, Caroline A1 - Dupuis, Josée A1 - Loos, Ruth J F A1 - Wright, Alan F A1 - Chandak, Giriraj R A1 - Vollenweider, Peter A1 - Shuldiner, Alan R A1 - Ridker, Paul M A1 - Rotter, Jerome I A1 - Sattar, Naveed A1 - Gyllensten, Ulf A1 - North, Kari E A1 - Pirastu, Mario A1 - Psaty, Bruce M A1 - Weir, David R A1 - Laakso, Markku A1 - Gudnason, Vilmundur A1 - Takahashi, Atsushi A1 - Chambers, John C A1 - Kooner, Jaspal S A1 - Strachan, David P A1 - Campbell, Harry A1 - Hirschhorn, Joel N A1 - Perola, Markus A1 - Polasek, Ozren A1 - Wilson, James F KW - Biological Evolution KW - Blood Pressure KW - Body Height KW - Cholesterol, LDL KW - Cognition KW - Cohort Studies KW - Educational Status KW - Female KW - Forced Expiratory Volume KW - Genome, Human KW - Homozygote KW - Humans KW - Lung Volume Measurements KW - Male KW - Phenotype AB -

Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10(-300), 2.1 × 10(-6), 2.5 × 10(-10) and 1.8 × 10(-10), respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been positively selected in human evolution, whereas many important risk factors for late-onset complex diseases may not have been.

VL - 523 IS - 7561 U1 - http://www.ncbi.nlm.nih.gov/pubmed/26131930?dopt=Abstract ER - TY - JOUR T1 - Genetic studies of body mass index yield new insights for obesity biology. JF - Nature Y1 - 2015 A1 - Locke, Adam E A1 - Kahali, Bratati A1 - Berndt, Sonja I A1 - Justice, Anne E A1 - Pers, Tune H A1 - Day, Felix R A1 - Powell, Corey A1 - Vedantam, Sailaja A1 - Buchkovich, Martin L A1 - Yang, Jian A1 - Croteau-Chonka, Damien C A1 - Esko, Tõnu A1 - Fall, Tove A1 - Ferreira, Teresa A1 - Gustafsson, Stefan A1 - Kutalik, Zoltán A1 - Luan, Jian'an A1 - Mägi, Reedik A1 - Randall, Joshua C A1 - Winkler, Thomas W A1 - Wood, Andrew R A1 - Workalemahu, Tsegaselassie A1 - Faul, Jessica D A1 - Smith, Jennifer A A1 - Hua Zhao, Jing A1 - Zhao, Wei A1 - Chen, Jin A1 - Fehrmann, Rudolf A1 - Hedman, Åsa K A1 - Karjalainen, Juha A1 - Schmidt, Ellen M A1 - Absher, Devin A1 - Amin, Najaf A1 - Anderson, Denise A1 - Beekman, Marian A1 - Bolton, Jennifer L A1 - Bragg-Gresham, Jennifer L A1 - Buyske, Steven A1 - Demirkan, Ayse A1 - Deng, Guohong A1 - Ehret, Georg B A1 - Feenstra, Bjarke A1 - Feitosa, Mary F A1 - Fischer, Krista A1 - Goel, Anuj A1 - Gong, Jian A1 - Jackson, Anne U A1 - Kanoni, Stavroula A1 - Kleber, Marcus E A1 - Kristiansson, Kati A1 - Lim, Unhee A1 - Lotay, Vaneet A1 - Mangino, Massimo A1 - Mateo Leach, Irene A1 - Medina-Gomez, Carolina A1 - Medland, Sarah E A1 - Nalls, Michael A A1 - Palmer, Cameron D A1 - Pasko, Dorota A1 - Pechlivanis, Sonali A1 - Peters, Marjolein J A1 - Prokopenko, Inga A1 - Shungin, Dmitry A1 - Stančáková, Alena A1 - Strawbridge, Rona J A1 - Ju Sung, Yun A1 - Tanaka, Toshiko A1 - Teumer, Alexander A1 - Trompet, Stella A1 - van der Laan, Sander W A1 - van Setten, Jessica A1 - Van Vliet-Ostaptchouk, Jana V A1 - Wang, Zhaoming A1 - Yengo, Loic A1 - Zhang, Weihua A1 - Isaacs, Aaron A1 - Albrecht, Eva A1 - Arnlöv, Johan A1 - Arscott, Gillian M A1 - Attwood, Antony P A1 - Bandinelli, Stefania A1 - Barrett, Amy A1 - Bas, Isabelita N A1 - Bellis, Claire A1 - Bennett, Amanda J A1 - Berne, Christian A1 - Blagieva, Roza A1 - Blüher, Matthias A1 - Böhringer, Stefan A1 - Bonnycastle, Lori L A1 - Böttcher, Yvonne A1 - Boyd, Heather A A1 - Bruinenberg, Marcel A1 - Caspersen, Ida H A1 - Ida Chen, Yii-Der A1 - Clarke, Robert A1 - Daw, E Warwick A1 - de Craen, Anton J M A1 - Delgado, Graciela A1 - Dimitriou, Maria A1 - Doney, Alex S F A1 - Eklund, Niina A1 - Estrada, Karol A1 - Eury, Elodie A1 - Folkersen, Lasse A1 - Fraser, Ross M A1 - Garcia, Melissa E A1 - Geller, Frank A1 - Giedraitis, Vilmantas A1 - Gigante, Bruna A1 - Go, Alan S A1 - Golay, Alain A1 - Goodall, Alison H A1 - Gordon, Scott D A1 - Gorski, Mathias A1 - Grabe, Hans-Jörgen A1 - Grallert, Harald A1 - Grammer, Tanja B A1 - Gräßler, Jürgen A1 - Grönberg, Henrik A1 - Groves, Christopher J A1 - Gusto, Gaëlle A1 - Haessler, Jeffrey A1 - Hall, Per A1 - Haller, Toomas A1 - Hallmans, Goran A1 - Hartman, Catharina A A1 - Hassinen, Maija A1 - Hayward, Caroline A1 - Heard-Costa, Nancy L A1 - Helmer, Quinta A1 - Hengstenberg, Christian A1 - Holmen, Oddgeir A1 - Hottenga, Jouke-Jan A1 - James, Alan L A1 - Jeff, Janina M A1 - Johansson, Åsa A1 - Jolley, Jennifer A1 - Juliusdottir, Thorhildur A1 - Kinnunen, Leena A1 - Koenig, Wolfgang A1 - Koskenvuo, Markku A1 - Kratzer, Wolfgang A1 - Laitinen, Jaana A1 - Lamina, Claudia A1 - Leander, Karin A1 - Lee, Nanette R A1 - Lichtner, Peter A1 - Lind, Lars A1 - Lindström, Jaana A1 - Sin Lo, Ken A1 - Lobbens, Stéphane A1 - Lorbeer, Roberto A1 - Lu, Yingchang A1 - Mach, François A1 - Magnusson, Patrik K E A1 - Mahajan, Anubha A1 - McArdle, Wendy L A1 - McLachlan, Stela A1 - Menni, Cristina A1 - Merger, Sigrun A1 - Mihailov, Evelin A1 - Milani, Lili A1 - Moayyeri, Alireza A1 - Monda, Keri L A1 - Morken, Mario A A1 - Mulas, Antonella A1 - Müller, Gabriele A1 - Müller-Nurasyid, Martina A1 - Musk, Arthur W A1 - Nagaraja, Ramaiah A1 - Nöthen, Markus M A1 - Nolte, Ilja M A1 - Pilz, Stefan A1 - Rayner, Nigel W A1 - Renstrom, Frida A1 - Rettig, Rainer A1 - Ried, Janina S A1 - Ripke, Stephan A1 - Robertson, Neil R A1 - Rose, Lynda M A1 - Sanna, Serena A1 - Scharnagl, Hubert A1 - Scholtens, Salome A1 - Schumacher, Fredrick R A1 - Scott, William R A1 - Seufferlein, Thomas A1 - Shi, Jianxin A1 - Vernon Smith, Albert A1 - Smolonska, Joanna A1 - Stanton, Alice V A1 - Steinthorsdottir, Valgerdur A1 - Stirrups, Kathleen A1 - Stringham, Heather M A1 - Sundström, Johan A1 - Swertz, Morris A A1 - Swift, Amy J A1 - Syvänen, Ann-Christine A1 - Tan, Sian-Tsung A1 - Tayo, Bamidele O A1 - Thorand, Barbara A1 - Thorleifsson, Gudmar A1 - Tyrer, Jonathan P A1 - Uh, Hae-Won A1 - Vandenput, Liesbeth A1 - Verhulst, Frank C A1 - Vermeulen, Sita H A1 - Verweij, Niek A1 - Vonk, Judith M A1 - Waite, Lindsay L A1 - Warren, Helen R A1 - Waterworth, Dawn A1 - Weedon, Michael N A1 - Wilkens, Lynne R A1 - Willenborg, Christina A1 - Wilsgaard, Tom A1 - Wojczynski, Mary K A1 - Wong, Andrew A1 - Wright, Alan F A1 - Zhang, Qunyuan A1 - Brennan, Eoin P A1 - Choi, Murim A1 - Dastani, Zari A1 - Drong, Alexander W A1 - Eriksson, Per A1 - Franco-Cereceda, Anders A1 - Gådin, Jesper R A1 - Gharavi, Ali G A1 - Goddard, Michael E A1 - Handsaker, Robert E A1 - Huang, Jinyan A1 - Karpe, Fredrik A1 - Kathiresan, Sekar A1 - Keildson, Sarah A1 - Kiryluk, Krzysztof A1 - Kubo, Michiaki A1 - Lee, Jong-Young A1 - Liang, Liming A1 - Lifton, Richard P A1 - Ma, Baoshan A1 - McCarroll, Steven A A1 - McKnight, Amy J A1 - Min, Josine L A1 - Moffatt, Miriam F A1 - Montgomery, Grant W A1 - Murabito, Joanne M A1 - Nicholson, George A1 - Nyholt, Dale R A1 - Okada, Yukinori A1 - Perry, John R B A1 - Dorajoo, Rajkumar A1 - Reinmaa, Eva A1 - Salem, Rany M A1 - Sandholm, Niina A1 - Scott, Robert A A1 - Stolk, Lisette A1 - Takahashi, Atsushi A1 - Tanaka, Toshihiro A1 - Van't Hooft, Ferdinand M A1 - Vinkhuyzen, Anna A E A1 - Westra, Harm-Jan A1 - Zheng, Wei A1 - Zondervan, Krina T A1 - Heath, Andrew C A1 - Arveiler, Dominique A1 - Bakker, Stephan J L A1 - Beilby, John A1 - Bergman, Richard N A1 - Blangero, John A1 - Bovet, Pascal A1 - Campbell, Harry A1 - Caulfield, Mark J A1 - Cesana, Giancarlo A1 - Chakravarti, Aravinda A1 - Chasman, Daniel I A1 - Chines, Peter S A1 - Collins, Francis S A1 - Crawford, Dana C A1 - Cupples, L Adrienne A1 - Cusi, Daniele A1 - Danesh, John A1 - de Faire, Ulf A1 - den Ruijter, Hester M A1 - Dominiczak, Anna F A1 - Erbel, Raimund A1 - Erdmann, Jeanette A1 - Eriksson, Johan G A1 - Farrall, Martin A1 - Felix, Stephan B A1 - Ferrannini, Ele A1 - Ferrières, Jean A1 - Ford, Ian A1 - Forouhi, Nita G A1 - Forrester, Terrence A1 - Franco, Oscar H A1 - Gansevoort, Ron T A1 - Gejman, Pablo V A1 - Gieger, Christian A1 - Gottesman, Omri A1 - Gudnason, Vilmundur A1 - Gyllensten, Ulf A1 - Hall, Alistair S A1 - Harris, Tamara B A1 - Hattersley, Andrew T A1 - Hicks, Andrew A A1 - Hindorff, Lucia A A1 - Hingorani, Aroon D A1 - Hofman, Albert A1 - Homuth, Georg A1 - Hovingh, G Kees A1 - Humphries, Steve E A1 - Hunt, Steven C A1 - Hyppönen, Elina A1 - Illig, Thomas A1 - Jacobs, Kevin B A1 - Järvelin, Marjo-Riitta A1 - Jöckel, Karl-Heinz A1 - Johansen, Berit A1 - Jousilahti, Pekka A1 - Jukema, J Wouter A1 - Jula, Antti M A1 - Kaprio, Jaakko A1 - Kastelein, John J P A1 - Keinanen-Kiukaanniemi, Sirkka M A1 - Kiemeney, Lambertus A A1 - Knekt, Paul A1 - Kooner, Jaspal S A1 - Kooperberg, Charles A1 - Kovacs, Peter A1 - Kraja, Aldi T A1 - Kumari, Meena A1 - Kuusisto, Johanna A1 - Lakka, Timo A A1 - Langenberg, Claudia A1 - Le Marchand, Loic A1 - Lehtimäki, Terho A1 - Lyssenko, Valeriya A1 - Männistö, Satu A1 - Marette, André A1 - Matise, Tara C A1 - McKenzie, Colin A A1 - McKnight, Barbara A1 - Moll, Frans L A1 - Morris, Andrew D A1 - Morris, Andrew P A1 - Murray, Jeffrey C A1 - Nelis, Mari A1 - Ohlsson, Claes A1 - Oldehinkel, Albertine J A1 - Ong, Ken K A1 - Madden, Pamela A F A1 - Pasterkamp, Gerard A1 - Peden, John F A1 - Peters, Annette A1 - Postma, Dirkje S A1 - Pramstaller, Peter P A1 - Price, Jackie F A1 - Qi, Lu A1 - Raitakari, Olli T A1 - Rankinen, Tuomo A1 - Rao, D C A1 - Rice, Treva K A1 - Ridker, Paul M A1 - Rioux, John D A1 - Ritchie, Marylyn D A1 - Rudan, Igor A1 - Salomaa, Veikko A1 - Samani, Nilesh J A1 - Saramies, Jouko A1 - Sarzynski, Mark A A1 - Schunkert, Heribert A1 - Schwarz, Peter E H A1 - Sever, Peter A1 - Shuldiner, Alan R A1 - Sinisalo, Juha A1 - Stolk, Ronald P A1 - Strauch, Konstantin A1 - Tönjes, Anke A1 - Trégouët, David-Alexandre A1 - Tremblay, Angelo A1 - Tremoli, Elena A1 - Virtamo, Jarmo A1 - Vohl, Marie-Claude A1 - Völker, Uwe A1 - Waeber, Gerard A1 - Willemsen, Gonneke A1 - Witteman, Jacqueline C A1 - Zillikens, M Carola A1 - Adair, Linda S A1 - Amouyel, Philippe A1 - Asselbergs, Folkert W A1 - Assimes, Themistocles L A1 - Bochud, Murielle A1 - Boehm, Bernhard O A1 - Boerwinkle, Eric A1 - Bornstein, Stefan R A1 - Bottinger, Erwin P A1 - Bouchard, Claude A1 - Cauchi, Stéphane A1 - Chambers, John C A1 - Chanock, Stephen J A1 - Cooper, Richard S A1 - de Bakker, Paul I W A1 - Dedoussis, George A1 - Ferrucci, Luigi A1 - Franks, Paul W A1 - Froguel, Philippe A1 - Groop, Leif C A1 - Haiman, Christopher A A1 - Hamsten, Anders A1 - Hui, Jennie A1 - Hunter, David J A1 - Hveem, Kristian A1 - Kaplan, Robert C A1 - Kivimaki, Mika A1 - Kuh, Diana A1 - Laakso, Markku A1 - Liu, Yongmei A1 - Martin, Nicholas G A1 - März, Winfried A1 - Melbye, Mads A1 - Metspalu, Andres A1 - Moebus, Susanne A1 - Munroe, Patricia B A1 - Njølstad, Inger A1 - Oostra, Ben A A1 - Palmer, Colin N A A1 - Pedersen, Nancy L A1 - Perola, Markus A1 - Pérusse, Louis A1 - Peters, Ulrike A1 - Power, Chris A1 - Quertermous, Thomas A1 - Rauramaa, Rainer A1 - Rivadeneira, Fernando A1 - Saaristo, Timo E A1 - Saleheen, Danish A1 - Sattar, Naveed A1 - Schadt, Eric E A1 - Schlessinger, David A1 - Slagboom, P Eline A1 - Snieder, Harold A1 - Spector, Tim D A1 - Thorsteinsdottir, Unnur A1 - Stumvoll, Michael A1 - Tuomilehto, Jaakko A1 - Uitterlinden, André G A1 - Uusitupa, Matti A1 - van der Harst, Pim A1 - Walker, Mark A1 - Wallaschofski, Henri A1 - Wareham, Nicholas J A1 - Watkins, Hugh A1 - Weir, David R A1 - Wichmann, H-Erich A1 - Wilson, James F A1 - Zanen, Pieter A1 - Borecki, Ingrid B A1 - Deloukas, Panos A1 - Fox, Caroline S A1 - Heid, Iris M A1 - O'Connell, Jeffrey R A1 - Strachan, David P A1 - Stefansson, Kari A1 - van Duijn, Cornelia M A1 - Abecasis, Goncalo R A1 - Franke, Lude A1 - Frayling, Timothy M A1 - McCarthy, Mark I A1 - Visscher, Peter M A1 - Scherag, André A1 - Willer, Cristen J A1 - Boehnke, Michael A1 - Mohlke, Karen L A1 - Lindgren, Cecilia M A1 - Beckmann, Jacques S A1 - Barroso, Inês A1 - North, Kari E A1 - Ingelsson, Erik A1 - Hirschhorn, Joel N A1 - Loos, Ruth J F A1 - Speliotes, Elizabeth K KW - Adipogenesis KW - Adiposity KW - Age Factors KW - Body Mass Index KW - Continental Population Groups KW - Energy Metabolism KW - Europe KW - Female KW - Genetic Predisposition to Disease KW - Genome-Wide Association Study KW - Glutamic Acid KW - Humans KW - Insulin KW - Male KW - Obesity KW - Polymorphism, Single Nucleotide KW - Quantitative Trait Loci KW - Synapses AB -

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

VL - 518 IS - 7538 U1 - http://www.ncbi.nlm.nih.gov/pubmed/25673413?dopt=Abstract ER - TY - JOUR T1 - Large-scale genomic analyses link reproductive aging to hypothalamic signaling, breast cancer susceptibility and BRCA1-mediated DNA repair. JF - Nat Genet Y1 - 2015 A1 - Day, Felix R A1 - Ruth, Katherine S A1 - Thompson, Deborah J A1 - Lunetta, Kathryn L A1 - Pervjakova, Natalia A1 - Chasman, Daniel I A1 - Stolk, Lisette A1 - Finucane, Hilary K A1 - Sulem, Patrick A1 - Bulik-Sullivan, Brendan A1 - Esko, Tõnu A1 - Johnson, Andrew D A1 - Elks, Cathy E A1 - Franceschini, Nora A1 - He, Chunyan A1 - Altmaier, Elisabeth A1 - Brody, Jennifer A A1 - Franke, Lude L A1 - Huffman, Jennifer E A1 - Keller, Margaux F A1 - McArdle, Patrick F A1 - Nutile, Teresa A1 - Porcu, Eleonora A1 - Robino, Antonietta A1 - Rose, Lynda M A1 - Schick, Ursula M A1 - Smith, Jennifer A A1 - Teumer, Alexander A1 - Traglia, Michela A1 - Vuckovic, Dragana A1 - Yao, Jie A1 - Zhao, Wei A1 - Albrecht, Eva A1 - Amin, Najaf A1 - Corre, Tanguy A1 - Hottenga, Jouke-Jan A1 - Mangino, Massimo A1 - Smith, Albert V A1 - Tanaka, Toshiko A1 - Abecasis, Goncalo R A1 - Andrulis, Irene L A1 - Anton-Culver, Hoda A1 - Antoniou, Antonis C A1 - Arndt, Volker A1 - Arnold, Alice M A1 - Barbieri, Caterina A1 - Beckmann, Matthias W A1 - Beeghly-Fadiel, Alicia A1 - Benitez, Javier A1 - Bernstein, Leslie A1 - Bielinski, Suzette J A1 - Blomqvist, Carl A1 - Boerwinkle, Eric A1 - Bogdanova, Natalia V A1 - Bojesen, Stig E A1 - Bolla, Manjeet K A1 - Borresen-Dale, Anne-Lise A1 - Boutin, Thibaud S A1 - Brauch, Hiltrud A1 - Brenner, Hermann A1 - Brüning, Thomas A1 - Burwinkel, Barbara A1 - Campbell, Archie A1 - Campbell, Harry A1 - Chanock, Stephen J A1 - Chapman, J Ross A1 - Chen, Yii-Der Ida A1 - Chenevix-Trench, Georgia A1 - Couch, Fergus J A1 - Coviello, Andrea D A1 - Cox, Angela A1 - Czene, Kamila A1 - Darabi, Hatef A1 - De Vivo, Immaculata A1 - Demerath, Ellen W A1 - Dennis, Joe A1 - Devilee, Peter A1 - Dörk, Thilo A1 - Dos-Santos-Silva, Isabel A1 - Dunning, Alison M A1 - Eicher, John D A1 - Fasching, Peter A A1 - Faul, Jessica D A1 - Figueroa, Jonine A1 - Flesch-Janys, Dieter A1 - Gandin, Ilaria A1 - Garcia, Melissa E A1 - García-Closas, Montserrat A1 - Giles, Graham G A1 - Girotto, Giorgia G A1 - Goldberg, Mark S A1 - González-Neira, Anna A1 - Goodarzi, Mark O A1 - Grove, Megan L A1 - Gudbjartsson, Daniel F A1 - Guenel, Pascal A1 - Guo, Xiuqing A1 - Haiman, Christopher A A1 - Hall, Per A1 - Hamann, Ute A1 - Henderson, Brian E A1 - Hocking, Lynne J A1 - Hofman, Albert A1 - Homuth, Georg A1 - Hooning, Maartje J A1 - Hopper, John L A1 - Hu, Frank B A1 - Huang, Jinyan A1 - Humphreys, Keith A1 - Hunter, David J A1 - Jakubowska, Anna A1 - Jones, Samuel E A1 - Kabisch, Maria A1 - Karasik, David A1 - Knight, Julia A A1 - Kolcic, Ivana A1 - Kooperberg, Charles A1 - Kosma, Veli-Matti A1 - Kriebel, Jennifer A1 - Kristensen, Vessela A1 - Lambrechts, Diether A1 - Langenberg, Claudia A1 - Li, Jingmei A1 - Li, Xin A1 - Lindström, Sara A1 - Liu, Yongmei A1 - Luan, Jian'an A1 - Lubinski, Jan A1 - Mägi, Reedik A1 - Mannermaa, Arto A1 - Manz, Judith A1 - Margolin, Sara A1 - Marten, Jonathan A1 - Martin, Nicholas G A1 - Masciullo, Corrado A1 - Meindl, Alfons A1 - Michailidou, Kyriaki A1 - Mihailov, Evelin A1 - Milani, Lili A1 - Milne, Roger L A1 - Müller-Nurasyid, Martina A1 - Nalls, Michael A1 - Neale, Benjamin M A1 - Nevanlinna, Heli A1 - Neven, Patrick A1 - Newman, Anne B A1 - Nordestgaard, Børge G A1 - Olson, Janet E A1 - Padmanabhan, Sandosh A1 - Peterlongo, Paolo A1 - Peters, Ulrike A1 - Petersmann, Astrid A1 - Peto, Julian A1 - Pharoah, Paul D P A1 - Pirastu, Nicola N A1 - Pirie, Ailith A1 - Pistis, Giorgio A1 - Polasek, Ozren A1 - Porteous, David A1 - Psaty, Bruce M A1 - Pylkäs, Katri A1 - Radice, Paolo A1 - Raffel, Leslie J A1 - Rivadeneira, Fernando A1 - Rudan, Igor A1 - Rudolph, Anja A1 - Ruggiero, Daniela A1 - Sala, Cinzia F A1 - Sanna, Serena A1 - Sawyer, Elinor J A1 - Schlessinger, David A1 - Schmidt, Marjanka K A1 - Schmidt, Frank A1 - Schmutzler, Rita K A1 - Schoemaker, Minouk J A1 - Scott, Robert A A1 - Seynaeve, Caroline M A1 - Simard, Jacques A1 - Sorice, Rossella A1 - Southey, Melissa C A1 - Stöckl, Doris A1 - Strauch, Konstantin A1 - Swerdlow, Anthony A1 - Taylor, Kent D A1 - Thorsteinsdottir, Unnur A1 - Toland, Amanda E A1 - Tomlinson, Ian A1 - Truong, Therese A1 - Tryggvadottir, Laufey A1 - Turner, Stephen T A1 - Vozzi, Diego A1 - Wang, Qin A1 - Wellons, Melissa A1 - Willemsen, Gonneke A1 - Wilson, James F A1 - Winqvist, Robert A1 - Wolffenbuttel, Bruce B H R A1 - Wright, Alan F A1 - Yannoukakos, Drakoulis A1 - Zemunik, Tatijana A1 - Zheng, Wei A1 - Zygmunt, Marek A1 - Bergmann, Sven A1 - Boomsma, Dorret I A1 - Buring, Julie E A1 - Ferrucci, Luigi A1 - Montgomery, Grant W A1 - Gudnason, Vilmundur A1 - Spector, Tim D A1 - van Duijn, Cornelia M A1 - Alizadeh, Behrooz Z A1 - Ciullo, Marina A1 - Crisponi, Laura A1 - Easton, Douglas F A1 - Gasparini, Paolo P A1 - Gieger, Christian A1 - Harris, Tamara B A1 - Hayward, Caroline A1 - Kardia, Sharon L R A1 - Kraft, Peter A1 - McKnight, Barbara A1 - Metspalu, Andres A1 - Morrison, Alanna C A1 - Reiner, Alex P A1 - Ridker, Paul M A1 - Rotter, Jerome I A1 - Toniolo, Daniela A1 - Uitterlinden, André G A1 - Ulivi, Sheila A1 - Völzke, Henry A1 - Wareham, Nicholas J A1 - Weir, David R A1 - Yerges-Armstrong, Laura M A1 - Price, Alkes L A1 - Stefansson, Kari A1 - Visser, Jenny A A1 - Ong, Ken K A1 - Chang-Claude, Jenny A1 - Murabito, Joanne M A1 - Perry, John R B A1 - Murray, Anna AB -

Menopause timing has a substantial impact on infertility and risk of disease, including breast cancer, but the underlying mechanisms are poorly understood. We report a dual strategy in ∼70,000 women to identify common and low-frequency protein-coding variation associated with age at natural menopause (ANM). We identified 44 regions with common variants, including two regions harboring additional rare missense alleles of large effect. We found enrichment of signals in or near genes involved in delayed puberty, highlighting the first molecular links between the onset and end of reproductive lifespan. Pathway analyses identified major association with DNA damage response (DDR) genes, including the first common coding variant in BRCA1 associated with any complex trait. Mendelian randomization analyses supported a causal effect of later ANM on breast cancer risk (∼6% increase in risk per year; P = 3 × 10(-14)), likely mediated by prolonged sex hormone exposure rather than DDR mechanisms.

VL - 47 IS - 11 U1 - http://www.ncbi.nlm.nih.gov/pubmed/26414677?dopt=Abstract ER - TY - JOUR T1 - New genetic loci link adipose and insulin biology to body fat distribution. JF - Nature Y1 - 2015 A1 - Shungin, Dmitry A1 - Winkler, Thomas W A1 - Croteau-Chonka, Damien C A1 - Ferreira, Teresa A1 - Locke, Adam E A1 - Mägi, Reedik A1 - Strawbridge, Rona J A1 - Pers, Tune H A1 - Fischer, Krista A1 - Justice, Anne E A1 - Workalemahu, Tsegaselassie A1 - Wu, Joseph M W A1 - Buchkovich, Martin L A1 - Heard-Costa, Nancy L A1 - Roman, Tamara S A1 - Drong, Alexander W A1 - Song, Ci A1 - Gustafsson, Stefan A1 - Day, Felix R A1 - Esko, Tõnu A1 - Fall, Tove A1 - Kutalik, Zoltán A1 - Luan, Jian'an A1 - Randall, Joshua C A1 - Scherag, André A1 - Vedantam, Sailaja A1 - Wood, Andrew R A1 - Chen, Jin A1 - Fehrmann, Rudolf A1 - Karjalainen, Juha A1 - Kahali, Bratati A1 - Liu, Ching-Ti A1 - Schmidt, Ellen M A1 - Absher, Devin A1 - Amin, Najaf A1 - Anderson, Denise A1 - Beekman, Marian A1 - Bragg-Gresham, Jennifer L A1 - Buyske, Steven A1 - Demirkan, Ayse A1 - Ehret, Georg B A1 - Feitosa, Mary F A1 - Goel, Anuj A1 - Jackson, Anne U A1 - Johnson, Toby A1 - Kleber, Marcus E A1 - Kristiansson, Kati A1 - Mangino, Massimo A1 - Mateo Leach, Irene A1 - Medina-Gomez, Carolina A1 - Palmer, Cameron D A1 - Pasko, Dorota A1 - Pechlivanis, Sonali A1 - Peters, Marjolein J A1 - Prokopenko, Inga A1 - Stančáková, Alena A1 - Ju Sung, Yun A1 - Tanaka, Toshiko A1 - Teumer, Alexander A1 - Van Vliet-Ostaptchouk, Jana V A1 - Yengo, Loic A1 - Zhang, Weihua A1 - Albrecht, Eva A1 - Arnlöv, Johan A1 - Arscott, Gillian M A1 - Bandinelli, Stefania A1 - Barrett, Amy A1 - Bellis, Claire A1 - Bennett, Amanda J A1 - Berne, Christian A1 - Blüher, Matthias A1 - Böhringer, Stefan A1 - Bonnet, Fabrice A1 - Böttcher, Yvonne A1 - Bruinenberg, Marcel A1 - Carba, Delia B A1 - Caspersen, Ida H A1 - Clarke, Robert A1 - Daw, E Warwick A1 - Deelen, Joris A1 - Deelman, Ewa A1 - Delgado, Graciela A1 - Doney, Alex S F A1 - Eklund, Niina A1 - Erdos, Michael R A1 - Estrada, Karol A1 - Eury, Elodie A1 - Friedrich, Nele A1 - Garcia, Melissa E A1 - Giedraitis, Vilmantas A1 - Gigante, Bruna A1 - Go, Alan S A1 - Golay, Alain A1 - Grallert, Harald A1 - Grammer, Tanja B A1 - Gräßler, Jürgen A1 - Grewal, Jagvir A1 - Groves, Christopher J A1 - Haller, Toomas A1 - Hallmans, Goran A1 - Hartman, Catharina A A1 - Hassinen, Maija A1 - Hayward, Caroline A1 - Heikkilä, Kauko A1 - Herzig, Karl-Heinz A1 - Helmer, Quinta A1 - Hillege, Hans L A1 - Holmen, Oddgeir A1 - Hunt, Steven C A1 - Isaacs, Aaron A1 - Ittermann, Till A1 - James, Alan L A1 - Johansson, Ingegerd A1 - Juliusdottir, Thorhildur A1 - Kalafati, Ioanna-Panagiota A1 - Kinnunen, Leena A1 - Koenig, Wolfgang A1 - Kooner, Ishminder K A1 - Kratzer, Wolfgang A1 - Lamina, Claudia A1 - Leander, Karin A1 - Lee, Nanette R A1 - Lichtner, Peter A1 - Lind, Lars A1 - Lindström, Jaana A1 - Lobbens, Stéphane A1 - Lorentzon, Mattias A1 - Mach, François A1 - Magnusson, Patrik K E A1 - Mahajan, Anubha A1 - McArdle, Wendy L A1 - Menni, Cristina A1 - Merger, Sigrun A1 - Mihailov, Evelin A1 - Milani, Lili A1 - Mills, Rebecca A1 - Moayyeri, Alireza A1 - Monda, Keri L A1 - Mooijaart, Simon P A1 - Mühleisen, Thomas W A1 - Mulas, Antonella A1 - Müller, Gabriele A1 - Müller-Nurasyid, Martina A1 - Nagaraja, Ramaiah A1 - Nalls, Michael A A1 - Narisu, Narisu A1 - Glorioso, Nicola A1 - Nolte, Ilja M A1 - Olden, Matthias A1 - Rayner, Nigel W A1 - Renstrom, Frida A1 - Ried, Janina S A1 - Robertson, Neil R A1 - Rose, Lynda M A1 - Sanna, Serena A1 - Scharnagl, Hubert A1 - Scholtens, Salome A1 - Sennblad, Bengt A1 - Seufferlein, Thomas A1 - Sitlani, Colleen M A1 - Vernon Smith, Albert A1 - Stirrups, Kathleen A1 - Stringham, Heather M A1 - Sundström, Johan A1 - Swertz, Morris A A1 - Swift, Amy J A1 - Syvänen, Ann-Christine A1 - Tayo, Bamidele O A1 - Thorand, Barbara A1 - Thorleifsson, Gudmar A1 - Tomaschitz, Andreas A1 - Troffa, Chiara A1 - van Oort, Floor V A A1 - Verweij, Niek A1 - Vonk, Judith M A1 - Waite, Lindsay L A1 - Wennauer, Roman A1 - Wilsgaard, Tom A1 - Wojczynski, Mary K A1 - Wong, Andrew A1 - Zhang, Qunyuan A1 - Hua Zhao, Jing A1 - Brennan, Eoin P A1 - Choi, Murim A1 - Eriksson, Per A1 - Folkersen, Lasse A1 - Franco-Cereceda, Anders A1 - Gharavi, Ali G A1 - Hedman, Åsa K A1 - Hivert, Marie-France A1 - Huang, Jinyan A1 - Kanoni, Stavroula A1 - Karpe, Fredrik A1 - Keildson, Sarah A1 - Kiryluk, Krzysztof A1 - Liang, Liming A1 - Lifton, Richard P A1 - Ma, Baoshan A1 - McKnight, Amy J A1 - McPherson, Ruth A1 - Metspalu, Andres A1 - Min, Josine L A1 - Moffatt, Miriam F A1 - Montgomery, Grant W A1 - Murabito, Joanne M A1 - Nicholson, George A1 - Nyholt, Dale R A1 - Olsson, Christian A1 - Perry, John R B A1 - Reinmaa, Eva A1 - Salem, Rany M A1 - Sandholm, Niina A1 - Schadt, Eric E A1 - Scott, Robert A A1 - Stolk, Lisette A1 - Vallejo, Edgar E A1 - Westra, Harm-Jan A1 - Zondervan, Krina T A1 - Amouyel, Philippe A1 - Arveiler, Dominique A1 - Bakker, Stephan J L A1 - Beilby, John A1 - Bergman, Richard N A1 - Blangero, John A1 - Brown, Morris J A1 - Burnier, Michel A1 - Campbell, Harry A1 - Chakravarti, Aravinda A1 - Chines, Peter S A1 - Claudi-Boehm, Simone A1 - Collins, Francis S A1 - Crawford, Dana C A1 - Danesh, John A1 - de Faire, Ulf A1 - de Geus, Eco J C A1 - Dörr, Marcus A1 - Erbel, Raimund A1 - Eriksson, Johan G A1 - Farrall, Martin A1 - Ferrannini, Ele A1 - Ferrières, Jean A1 - Forouhi, Nita G A1 - Forrester, Terrence A1 - Franco, Oscar H A1 - Gansevoort, Ron T A1 - Gieger, Christian A1 - Gudnason, Vilmundur A1 - Haiman, Christopher A A1 - Harris, Tamara B A1 - Hattersley, Andrew T A1 - Heliövaara, Markku A1 - Hicks, Andrew A A1 - Hingorani, Aroon D A1 - Hoffmann, Wolfgang A1 - Hofman, Albert A1 - Homuth, Georg A1 - Humphries, Steve E A1 - Hyppönen, Elina A1 - Illig, Thomas A1 - Järvelin, Marjo-Riitta A1 - Johansen, Berit A1 - Jousilahti, Pekka A1 - Jula, Antti M A1 - Kaprio, Jaakko A1 - Kee, Frank A1 - Keinanen-Kiukaanniemi, Sirkka M A1 - Kooner, Jaspal S A1 - Kooperberg, Charles A1 - Kovacs, Peter A1 - Kraja, Aldi T A1 - Kumari, Meena A1 - Kuulasmaa, Kari A1 - Kuusisto, Johanna A1 - Lakka, Timo A A1 - Langenberg, Claudia A1 - Le Marchand, Loic A1 - Lehtimäki, Terho A1 - Lyssenko, Valeriya A1 - Männistö, Satu A1 - Marette, André A1 - Matise, Tara C A1 - McKenzie, Colin A A1 - McKnight, Barbara A1 - Musk, Arthur W A1 - Möhlenkamp, Stefan A1 - Morris, Andrew D A1 - Nelis, Mari A1 - Ohlsson, Claes A1 - Oldehinkel, Albertine J A1 - Ong, Ken K A1 - Palmer, Lyle J A1 - Penninx, Brenda W A1 - Peters, Annette A1 - Pramstaller, Peter P A1 - Raitakari, Olli T A1 - Rankinen, Tuomo A1 - Rao, D C A1 - Rice, Treva K A1 - Ridker, Paul M A1 - Ritchie, Marylyn D A1 - Rudan, Igor A1 - Salomaa, Veikko A1 - Samani, Nilesh J A1 - Saramies, Jouko A1 - Sarzynski, Mark A A1 - Schwarz, Peter E H A1 - Shuldiner, Alan R A1 - Staessen, Jan A A1 - Steinthorsdottir, Valgerdur A1 - Stolk, Ronald P A1 - Strauch, Konstantin A1 - Tönjes, Anke A1 - Tremblay, Angelo A1 - Tremoli, Elena A1 - Vohl, Marie-Claude A1 - Völker, Uwe A1 - Vollenweider, Peter A1 - Wilson, James F A1 - Witteman, Jacqueline C A1 - Adair, Linda S A1 - Bochud, Murielle A1 - Boehm, Bernhard O A1 - Bornstein, Stefan R A1 - Bouchard, Claude A1 - Cauchi, Stéphane A1 - Caulfield, Mark J A1 - Chambers, John C A1 - Chasman, Daniel I A1 - Cooper, Richard S A1 - Dedoussis, George A1 - Ferrucci, Luigi A1 - Froguel, Philippe A1 - Grabe, Hans-Jörgen A1 - Hamsten, Anders A1 - Hui, Jennie A1 - Hveem, Kristian A1 - Jöckel, Karl-Heinz A1 - Kivimaki, Mika A1 - Kuh, Diana A1 - Laakso, Markku A1 - Liu, Yongmei A1 - März, Winfried A1 - Munroe, Patricia B A1 - Njølstad, Inger A1 - Oostra, Ben A A1 - Palmer, Colin N A A1 - Pedersen, Nancy L A1 - Perola, Markus A1 - Pérusse, Louis A1 - Peters, Ulrike A1 - Power, Chris A1 - Quertermous, Thomas A1 - Rauramaa, Rainer A1 - Rivadeneira, Fernando A1 - Saaristo, Timo E A1 - Saleheen, Danish A1 - Sinisalo, Juha A1 - Slagboom, P Eline A1 - Snieder, Harold A1 - Spector, Tim D A1 - Thorsteinsdottir, Unnur A1 - Stumvoll, Michael A1 - Tuomilehto, Jaakko A1 - Uitterlinden, André G A1 - Uusitupa, Matti A1 - van der Harst, Pim A1 - Veronesi, Giovanni A1 - Walker, Mark A1 - Wareham, Nicholas J A1 - Watkins, Hugh A1 - Wichmann, H-Erich A1 - Abecasis, Goncalo R A1 - Assimes, Themistocles L A1 - Berndt, Sonja I A1 - Boehnke, Michael A1 - Borecki, Ingrid B A1 - Deloukas, Panos A1 - Franke, Lude A1 - Frayling, Timothy M A1 - Groop, Leif C A1 - Hunter, David J A1 - Kaplan, Robert C A1 - O'Connell, Jeffrey R A1 - Qi, Lu A1 - Schlessinger, David A1 - Strachan, David P A1 - Stefansson, Kari A1 - van Duijn, Cornelia M A1 - Willer, Cristen J A1 - Visscher, Peter M A1 - Yang, Jian A1 - Hirschhorn, Joel N A1 - Zillikens, M Carola A1 - McCarthy, Mark I A1 - Speliotes, Elizabeth K A1 - North, Kari E A1 - Fox, Caroline S A1 - Barroso, Inês A1 - Franks, Paul W A1 - Ingelsson, Erik A1 - Heid, Iris M A1 - Loos, Ruth J F A1 - Cupples, L Adrienne A1 - Morris, Andrew P A1 - Lindgren, Cecilia M A1 - Mohlke, Karen L KW - Adipocytes KW - Adipogenesis KW - Adipose Tissue KW - Age Factors KW - Body Fat Distribution KW - Body Mass Index KW - Continental Population Groups KW - Epigenesis, Genetic KW - Europe KW - Female KW - Genome, Human KW - Genome-Wide Association Study KW - Humans KW - Insulin KW - Insulin Resistance KW - Male KW - Models, Biological KW - Neovascularization, Physiologic KW - Obesity KW - Polymorphism, Single Nucleotide KW - Quantitative Trait Loci KW - Sex Characteristics KW - Transcription, Genetic KW - Waist-Hip Ratio AB -

Body fat distribution is a heritable trait and a well-established predictor of adverse metabolic outcomes, independent of overall adiposity. To increase our understanding of the genetic basis of body fat distribution and its molecular links to cardiometabolic traits, here we conduct genome-wide association meta-analyses of traits related to waist and hip circumferences in up to 224,459 individuals. We identify 49 loci (33 new) associated with waist-to-hip ratio adjusted for body mass index (BMI), and an additional 19 loci newly associated with related waist and hip circumference measures (P < 5 × 10(-8)). In total, 20 of the 49 waist-to-hip ratio adjusted for BMI loci show significant sexual dimorphism, 19 of which display a stronger effect in women. The identified loci were enriched for genes expressed in adipose tissue and for putative regulatory elements in adipocytes. Pathway analyses implicated adipogenesis, angiogenesis, transcriptional regulation and insulin resistance as processes affecting fat distribution, providing insight into potential pathophysiological mechanisms.

VL - 518 IS - 7538 U1 - http://www.ncbi.nlm.nih.gov/pubmed/25673412?dopt=Abstract ER - TY - JOUR T1 - Rare coding variants and X-linked loci associated with age at menarche. JF - Nat Commun Y1 - 2015 A1 - Lunetta, Kathryn L A1 - Day, Felix R A1 - Sulem, Patrick A1 - Ruth, Katherine S A1 - Tung, Joyce Y A1 - Hinds, David A A1 - Esko, Tõnu A1 - Elks, Cathy E A1 - Altmaier, Elisabeth A1 - He, Chunyan A1 - Huffman, Jennifer E A1 - Mihailov, Evelin A1 - Porcu, Eleonora A1 - Robino, Antonietta A1 - Rose, Lynda M A1 - Schick, Ursula M A1 - Stolk, Lisette A1 - Teumer, Alexander A1 - Thompson, Deborah J A1 - Traglia, Michela A1 - Wang, Carol A A1 - Yerges-Armstrong, Laura M A1 - Antoniou, Antonis C A1 - Barbieri, Caterina A1 - Coviello, Andrea D A1 - Cucca, Francesco A1 - Demerath, Ellen W A1 - Dunning, Alison M A1 - Gandin, Ilaria A1 - Grove, Megan L A1 - Gudbjartsson, Daniel F A1 - Hocking, Lynne J A1 - Hofman, Albert A1 - Huang, Jinyan A1 - Jackson, Rebecca D A1 - Karasik, David A1 - Kriebel, Jennifer A1 - Lange, Ethan M A1 - Lange, Leslie A A1 - Langenberg, Claudia A1 - Li, Xin A1 - Luan, Jian'an A1 - Mägi, Reedik A1 - Morrison, Alanna C A1 - Padmanabhan, Sandosh A1 - Pirie, Ailith A1 - Polasek, Ozren A1 - Porteous, David A1 - Reiner, Alex P A1 - Rivadeneira, Fernando A1 - Rudan, Igor A1 - Sala, Cinzia F A1 - Schlessinger, David A1 - Scott, Robert A A1 - Stöckl, Doris A1 - Visser, Jenny A A1 - Völker, Uwe A1 - Vozzi, Diego A1 - Wilson, James G A1 - Zygmunt, Marek A1 - Boerwinkle, Eric A1 - Buring, Julie E A1 - Crisponi, Laura A1 - Easton, Douglas F A1 - Hayward, Caroline A1 - Hu, Frank B A1 - Liu, Simin A1 - Metspalu, Andres A1 - Pennell, Craig E A1 - Ridker, Paul M A1 - Strauch, Konstantin A1 - Streeten, Elizabeth A A1 - Toniolo, Daniela A1 - Uitterlinden, André G A1 - Ulivi, Sheila A1 - Völzke, Henry A1 - Wareham, Nicholas J A1 - Wellons, Melissa A1 - Franceschini, Nora A1 - Chasman, Daniel I A1 - Thorsteinsdottir, Unnur A1 - Murray, Anna A1 - Stefansson, Kari A1 - Murabito, Joanne M A1 - Ong, Ken K A1 - Perry, John R B AB -

More than 100 loci have been identified for age at menarche by genome-wide association studies; however, collectively these explain only ∼3% of the trait variance. Here we test two overlooked sources of variation in 192,974 European ancestry women: low-frequency protein-coding variants and X-chromosome variants. Five missense/nonsense variants (in ALMS1/LAMB2/TNRC6A/TACR3/PRKAG1) are associated with age at menarche (minor allele frequencies 0.08-4.6%; effect sizes 0.08-1.25 years per allele; P<5 × 10(-8)). In addition, we identify common X-chromosome loci at IGSF1 (rs762080, P=9.4 × 10(-13)) and FAAH2 (rs5914101, P=4.9 × 10(-10)). Highlighted genes implicate cellular energy homeostasis, post-transcriptional gene silencing and fatty-acid amide signalling. A frequently reported mutation in TACR3 for idiopathic hypogonatrophic hypogonadism (p.W275X) is associated with 1.25-year-later menarche (P=2.8 × 10(-11)), illustrating the utility of population studies to estimate the penetrance of reportedly pathogenic mutations. Collectively, these novel variants explain ∼0.5% variance, indicating that these overlooked sources of variation do not substantially explain the 'missing heritability' of this complex trait.

VL - 6 U1 - http://www.ncbi.nlm.nih.gov/pubmed/26239645?dopt=Abstract ER - TY - JOUR T1 - DNA mismatch repair gene MSH6 implicated in determining age at natural menopause. JF - Hum Mol Genet Y1 - 2014 A1 - Perry, John R B A1 - Hsu, Yi-Hsiang A1 - Chasman, Daniel I A1 - Johnson, Andrew D A1 - Elks, Cathy A1 - Albrecht, Eva A1 - Andrulis, Irene L A1 - Beesley, Jonathan A1 - Berenson, Gerald S A1 - Bergmann, Sven A1 - Bojesen, Stig E A1 - Bolla, Manjeet K A1 - Brown, Judith A1 - Buring, Julie E A1 - Campbell, Harry A1 - Chang-Claude, Jenny A1 - Chenevix-Trench, Georgia A1 - Corre, Tanguy A1 - Couch, Fergus J A1 - Cox, Angela A1 - Czene, Kamila A1 - d'Adamo, Adamo Pio A1 - Davies, Gail A1 - Deary, Ian J A1 - Dennis, Joe A1 - Easton, Douglas F A1 - Engelhardt, Ellen G A1 - Eriksson, Johan G A1 - Esko, Tõnu A1 - Fasching, Peter A A1 - Figueroa, Jonine D A1 - Flyger, Henrik A1 - Fraser, Abigail A1 - Garcia-Closas, Montse A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Giles, Graham A1 - Guenel, Pascal A1 - Hägg, Sara A1 - Hall, Per A1 - Hayward, Caroline A1 - Hopper, John A1 - Ingelsson, Erik A1 - Kardia, Sharon L R A1 - Kasiman, Katherine A1 - Knight, Julia A A1 - Lahti, Jari A1 - Lawlor, Debbie A A1 - Magnusson, Patrik K E A1 - Margolin, Sara A1 - Marsh, Julie A A1 - Metspalu, Andres A1 - Olson, Janet E A1 - Pennell, Craig E A1 - Polasek, Ozren A1 - Rahman, Iffat A1 - Ridker, Paul M A1 - Robino, Antonietta A1 - Rudan, Igor A1 - Rudolph, Anja A1 - Salumets, Andres A1 - Schmidt, Marjanka K A1 - Schoemaker, Minouk J A1 - Smith, Erin N A1 - Smith, Jennifer A A1 - Southey, Melissa A1 - Stöckl, Doris A1 - Swerdlow, Anthony J A1 - Thompson, Deborah J A1 - Truong, Therese A1 - Ulivi, Sheila A1 - Waldenberger, Melanie A1 - Wang, Qin A1 - Wild, Sarah A1 - Wilson, James F A1 - Wright, Alan F A1 - Zgaga, Lina A1 - Ong, Ken K A1 - Murabito, Joanne M A1 - Karasik, David A1 - Murray, Anna KW - Age Factors KW - DNA-Binding Proteins KW - Female KW - Genome-Wide Association Study KW - Humans KW - Menopause KW - Polymorphism, Single Nucleotide AB -

The length of female reproductive lifespan is associated with multiple adverse outcomes, including breast cancer, cardiovascular disease and infertility. The biological processes that govern the timing of the beginning and end of reproductive life are not well understood. Genetic variants are known to contribute to ∼50% of the variation in both age at menarche and menopause, but to date the known genes explain <15% of the genetic component. We have used genome-wide association in a bivariate meta-analysis of both traits to identify genes involved in determining reproductive lifespan. We observed significant genetic correlation between the two traits using genome-wide complex trait analysis. However, we found no robust statistical evidence for individual variants with an effect on both traits. A novel association with age at menopause was detected for a variant rs1800932 in the mismatch repair gene MSH6 (P = 1.9 × 10(-9)), which was also associated with altered expression levels of MSH6 mRNA in multiple tissues. This study contributes to the growing evidence that DNA repair processes play a key role in ovarian ageing and could be an important therapeutic target for infertility.

VL - 23 IS - 9 U1 - http://www.ncbi.nlm.nih.gov/pubmed/24357391?dopt=Abstract ER - TY - JOUR T1 - Genome-wide association study of sexual maturation in males and females highlights a role for body mass and menarche loci in male puberty. JF - Hum Mol Genet Y1 - 2014 A1 - Cousminer, Diana L A1 - Stergiakouli, Evangelia A1 - Berry, Diane J A1 - Ang, Wei A1 - Groen-Blokhuis, Maria M A1 - Körner, Antje A1 - Siitonen, Niina A1 - Ntalla, Ioanna A1 - Marinelli, Marcella A1 - Perry, John R B A1 - Kettunen, Johannes A1 - Jansen, Rick A1 - Surakka, Ida A1 - Timpson, Nicholas J A1 - Ring, Susan A1 - McMahon, George A1 - Power, Chris A1 - Wang, Carol A1 - Kähönen, Mika A1 - Viikari, Jorma A1 - Lehtimäki, Terho A1 - Middeldorp, Christel M A1 - Hulshoff Pol, Hilleke E A1 - Neef, Madlen A1 - Weise, Sebastian A1 - Pahkala, Katja A1 - Niinikoski, Harri A1 - Zeggini, Eleftheria A1 - Panoutsopoulou, Kalliope A1 - Bustamante, Mariona A1 - Penninx, Brenda W J H A1 - Murabito, Joanne A1 - Torrent, Maties A1 - Dedoussis, George V A1 - Kiess, Wieland A1 - Boomsma, Dorret I A1 - Pennell, Craig E A1 - Raitakari, Olli T A1 - Hyppönen, Elina A1 - Davey Smith, George A1 - Ripatti, Samuli A1 - McCarthy, Mark I A1 - Widen, Elisabeth AB -

Little is known about genes regulating male puberty. Further, while many identified pubertal timing variants associate with age at menarche, a late manifestation of puberty, and body mass, little is known about these variants' relationship to pubertal initiation or tempo. To address these questions, we performed genome-wide association meta-analysis in over 11 000 European samples with data on early pubertal traits, male genital and female breast development, measured by the Tanner scale. We report the first genome-wide significant locus for male sexual development upstream of myocardin-like 2 (MKL2) (P = 8.9 × 10(-9)), a menarche locus tagging a developmental pathway linking earlier puberty with reduced pubertal growth (P = 4.6 × 10(-5)) and short adult stature (p = 7.5 × 10(-6)) in both males and females. Furthermore, our results indicate that a proportion of menarche loci are important for pubertal initiation in both sexes. Consistent with epidemiological correlations between increased prepubertal body mass and earlier pubertal timing in girls, body mass index (BMI)-increasing alleles correlated with earlier breast development. In boys, some BMI-increasing alleles associated with earlier, and others with delayed, sexual development; these genetic results mimic the controversy in epidemiological studies, some of which show opposing correlations between prepubertal BMI and male puberty. Our results contribute to our understanding of the pubertal initiation program in both sexes and indicate that although mechanisms regulating pubertal onset in males and females may largely be shared, the relationship between body mass and pubertal timing in boys may be complex and requires further genetic studies.

VL - 23 IS - 16 U1 - http://www.ncbi.nlm.nih.gov/pubmed/24770850?dopt=Abstract ER - TY - JOUR T1 - Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche. JF - Nature Y1 - 2014 A1 - Perry, John R B A1 - Day, Felix A1 - Elks, Cathy E A1 - Sulem, Patrick A1 - Thompson, Deborah J A1 - Ferreira, Teresa A1 - He, Chunyan A1 - Chasman, Daniel I A1 - Esko, Tõnu A1 - Thorleifsson, Gudmar A1 - Albrecht, Eva A1 - Ang, Wei Q A1 - Corre, Tanguy A1 - Cousminer, Diana L A1 - Feenstra, Bjarke A1 - Franceschini, Nora A1 - Ganna, Andrea A1 - Johnson, Andrew D A1 - Kjellqvist, Sanela A1 - Lunetta, Kathryn L A1 - McMahon, George A1 - Nolte, Ilja M A1 - Paternoster, Lavinia A1 - Porcu, Eleonora A1 - Smith, Albert V A1 - Stolk, Lisette A1 - Teumer, Alexander A1 - Tšernikova, Natalia A1 - Tikkanen, Emmi A1 - Ulivi, Sheila A1 - Wagner, Erin K A1 - Amin, Najaf A1 - Bierut, Laura J A1 - Byrne, Enda M A1 - Hottenga, Jouke-Jan A1 - Koller, Daniel L A1 - Mangino, Massimo A1 - Pers, Tune H A1 - Yerges-Armstrong, Laura M A1 - Hua Zhao, Jing A1 - Andrulis, Irene L A1 - Anton-Culver, Hoda A1 - Atsma, Femke A1 - Bandinelli, Stefania A1 - Beckmann, Matthias W A1 - Benitez, Javier A1 - Blomqvist, Carl A1 - Bojesen, Stig E A1 - Bolla, Manjeet K A1 - Bonanni, Bernardo A1 - Brauch, Hiltrud A1 - Brenner, Hermann A1 - Buring, Julie E A1 - Chang-Claude, Jenny A1 - Chanock, Stephen A1 - Chen, Jinhui A1 - Chenevix-Trench, Georgia A1 - Collée, J Margriet A1 - Couch, Fergus J A1 - Couper, David A1 - Coviello, Andrea D A1 - Cox, Angela A1 - Czene, Kamila A1 - d'Adamo, Adamo Pio A1 - Davey Smith, George A1 - De Vivo, Immaculata A1 - Demerath, Ellen W A1 - Dennis, Joe A1 - Devilee, Peter A1 - Dieffenbach, Aida K A1 - Dunning, Alison M A1 - Eiriksdottir, Gudny A1 - Eriksson, Johan G A1 - Fasching, Peter A A1 - Ferrucci, Luigi A1 - Flesch-Janys, Dieter A1 - Flyger, Henrik A1 - Foroud, Tatiana A1 - Franke, Lude A1 - Garcia, Melissa E A1 - García-Closas, Montserrat A1 - Geller, Frank A1 - de Geus, Eco E J A1 - Giles, Graham G A1 - Gudbjartsson, Daniel F A1 - Gudnason, Vilmundur A1 - Guenel, Pascal A1 - Guo, Suiqun A1 - Hall, Per A1 - Hamann, Ute A1 - Haring, Robin A1 - Hartman, Catharina A A1 - Heath, Andrew C A1 - Hofman, Albert A1 - Hooning, Maartje J A1 - Hopper, John L A1 - Hu, Frank B A1 - Hunter, David J A1 - Karasik, David A1 - Kiel, Douglas P A1 - Knight, Julia A A1 - Kosma, Veli-Matti A1 - Kutalik, Zoltán A1 - Lai, Sandra A1 - Lambrechts, Diether A1 - Lindblom, Annika A1 - Mägi, Reedik A1 - Magnusson, Patrik K A1 - Mannermaa, Arto A1 - Martin, Nicholas G A1 - Masson, Gisli A1 - McArdle, Patrick F A1 - McArdle, Wendy L A1 - Melbye, Mads A1 - Michailidou, Kyriaki A1 - Mihailov, Evelin A1 - Milani, Lili A1 - Milne, Roger L A1 - Nevanlinna, Heli A1 - Neven, Patrick A1 - Nohr, Ellen A A1 - Oldehinkel, Albertine J A1 - Oostra, Ben A A1 - Palotie, Aarno A1 - Peacock, Munro A1 - Pedersen, Nancy L A1 - Peterlongo, Paolo A1 - Peto, Julian A1 - Pharoah, Paul D P A1 - Postma, Dirkje S A1 - Pouta, Anneli A1 - Pylkäs, Katri A1 - Radice, Paolo A1 - Ring, Susan A1 - Rivadeneira, Fernando A1 - Robino, Antonietta A1 - Rose, Lynda M A1 - Rudolph, Anja A1 - Salomaa, Veikko A1 - Sanna, Serena A1 - Schlessinger, David A1 - Schmidt, Marjanka K A1 - Southey, Mellissa C A1 - Sovio, Ulla A1 - Stampfer, Meir J A1 - Stöckl, Doris A1 - Storniolo, Anna M A1 - Timpson, Nicholas J A1 - Tyrer, Jonathan A1 - Visser, Jenny A A1 - Vollenweider, Peter A1 - Völzke, Henry A1 - Waeber, Gerard A1 - Waldenberger, Melanie A1 - Wallaschofski, Henri A1 - Wang, Qin A1 - Willemsen, Gonneke A1 - Winqvist, Robert A1 - Wolffenbuttel, Bruce H R A1 - Wright, Margaret J A1 - Boomsma, Dorret I A1 - Econs, Michael J A1 - Khaw, Kay-Tee A1 - Loos, Ruth J F A1 - McCarthy, Mark I A1 - Montgomery, Grant W A1 - Rice, John P A1 - Streeten, Elizabeth A A1 - Thorsteinsdottir, Unnur A1 - van Duijn, Cornelia M A1 - Alizadeh, Behrooz Z A1 - Bergmann, Sven A1 - Boerwinkle, Eric A1 - Boyd, Heather A A1 - Crisponi, Laura A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Harris, Tamara B A1 - Ingelsson, Erik A1 - Järvelin, Marjo-Riitta A1 - Kraft, Peter A1 - Lawlor, Debbie A1 - Metspalu, Andres A1 - Pennell, Craig E A1 - Ridker, Paul M A1 - Snieder, Harold A1 - Sørensen, Thorkild I A A1 - Spector, Tim D A1 - Strachan, David P A1 - Uitterlinden, André G A1 - Wareham, Nicholas J A1 - Widen, Elisabeth A1 - Zygmunt, Marek A1 - Murray, Anna A1 - Easton, Douglas F A1 - Stefansson, Kari A1 - Murabito, Joanne M A1 - Ong, Ken K KW - Adolescent KW - Age Factors KW - Alleles KW - Body Mass Index KW - Breast Neoplasms KW - Cardiovascular Diseases KW - Child KW - Diabetes Mellitus, Type 2 KW - Europe KW - Female KW - Genetic Loci KW - Genome-Wide Association Study KW - Genomic Imprinting KW - Humans KW - Hypothalamo-Hypophyseal System KW - Intercellular Signaling Peptides and Proteins KW - Male KW - Membrane Proteins KW - Menarche KW - Obesity KW - Ovary KW - Parents KW - Polymorphism, Single Nucleotide KW - Potassium Channels, Tandem Pore Domain KW - Proteins KW - Quantitative Trait Loci KW - Receptors, GABA-B KW - Receptors, Retinoic Acid KW - Ribonucleoproteins AB -

Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P < 5 × 10(-8)) for 123 signals at 106 genomic loci associated with age at menarche. Many loci were associated with other pubertal traits in both sexes, and there was substantial overlap with genes implicated in body mass index and various diseases, including rare disorders of puberty. Menarche signals were enriched in imprinted regions, with three loci (DLK1-WDR25, MKRN3-MAGEL2 and KCNK9) demonstrating parent-of-origin-specific associations concordant with known parental expression patterns. Pathway analyses implicated nuclear hormone receptors, particularly retinoic acid and γ-aminobutyric acid-B2 receptor signalling, among novel mechanisms that regulate pubertal timing in humans. Our findings suggest a genetic architecture involving at least hundreds of common variants in the coordinated timing of the pubertal transition.

VL - 514 IS - 7520 U1 - http://www.ncbi.nlm.nih.gov/pubmed/25231870?dopt=Abstract ER - TY - JOUR T1 - Meta-analyses identify 13 loci associated with age at menopause and highlight DNA repair and immune pathways. JF - Nat Genet Y1 - 2012 A1 - Stolk, Lisette A1 - Perry, John R B A1 - Chasman, Daniel I A1 - He, Chunyan A1 - Mangino, Massimo A1 - Sulem, Patrick A1 - Barbalic, Maja A1 - Broer, Linda A1 - Byrne, Enda M A1 - Ernst, Florian A1 - Esko, Tõnu A1 - Franceschini, Nora A1 - Gudbjartsson, Daniel F A1 - Hottenga, Jouke-Jan A1 - Kraft, Peter A1 - McArdle, Patrick F A1 - Porcu, Eleonora A1 - Shin, So-Youn A1 - Smith, Albert V A1 - van Wingerden, Sophie A1 - Zhai, Guangju A1 - Zhuang, Wei V A1 - Albrecht, Eva A1 - Alizadeh, Behrooz Z A1 - Aspelund, Thor A1 - Bandinelli, Stefania A1 - Lauc, Lovorka Barac A1 - Beckmann, Jacques S A1 - Boban, Mladen A1 - Boerwinkle, Eric A1 - Broekmans, Frank J A1 - Burri, Andrea A1 - Campbell, Harry A1 - Chanock, Stephen J A1 - Chen, Constance A1 - Cornelis, Marilyn C A1 - Corre, Tanguy A1 - Coviello, Andrea D A1 - d'Adamo, Pio A1 - Davies, Gail A1 - de Faire, Ulf A1 - de Geus, Eco J C A1 - Deary, Ian J A1 - Dedoussis, George V Z A1 - Deloukas, Panagiotis A1 - Ebrahim, Shah A1 - Eiriksdottir, Gudny A1 - Emilsson, Valur A1 - Eriksson, Johan G A1 - Fauser, Bart C J M A1 - Ferreli, Liana A1 - Ferrucci, Luigi A1 - Fischer, Krista A1 - Folsom, Aaron R A1 - Garcia, Melissa E A1 - Gasparini, Paolo A1 - Gieger, Christian A1 - Glazer, Nicole A1 - Grobbee, Diederick E A1 - Hall, Per A1 - Haller, Toomas A1 - Hankinson, Susan E A1 - Hass, Merli A1 - Hayward, Caroline A1 - Heath, Andrew C A1 - Hofman, Albert A1 - Ingelsson, Erik A1 - Janssens, A Cecile J W A1 - Johnson, Andrew D A1 - Karasik, David A1 - Kardia, Sharon L R A1 - Keyzer, Jules A1 - Kiel, Douglas P A1 - Kolcic, Ivana A1 - Kutalik, Zoltán A1 - Lahti, Jari A1 - Lai, Sandra A1 - Laisk, Triin A1 - Laven, Joop S E A1 - Lawlor, Debbie A A1 - Liu, Jianjun A1 - Lopez, Lorna M A1 - Louwers, Yvonne V A1 - Magnusson, Patrik K E A1 - Marongiu, Mara A1 - Martin, Nicholas G A1 - Klaric, Irena Martinovic A1 - Masciullo, Corrado A1 - McKnight, Barbara A1 - Medland, Sarah E A1 - Melzer, David A1 - Mooser, Vincent A1 - Navarro, Pau A1 - Newman, Anne B A1 - Nyholt, Dale R A1 - Onland-Moret, N Charlotte A1 - Palotie, Aarno A1 - Paré, Guillaume A1 - Parker, Alex N A1 - Pedersen, Nancy L A1 - Peeters, Petra H M A1 - Pistis, Giorgio A1 - Plump, Andrew S A1 - Polasek, Ozren A1 - Pop, Victor J M A1 - Psaty, Bruce M A1 - Räikkönen, Katri A1 - Rehnberg, Emil A1 - Rotter, Jerome I A1 - Rudan, Igor A1 - Sala, Cinzia A1 - Salumets, Andres A1 - Scuteri, Angelo A1 - Singleton, Andrew A1 - Smith, Jennifer A A1 - Snieder, Harold A1 - Soranzo, Nicole A1 - Stacey, Simon N A1 - Starr, John M A1 - Stathopoulou, Maria G A1 - Stirrups, Kathleen A1 - Stolk, Ronald P A1 - Styrkarsdottir, Unnur A1 - Sun, Yan V A1 - Tenesa, Albert A1 - Thorand, Barbara A1 - Toniolo, Daniela A1 - Tryggvadottir, Laufey A1 - Tsui, Kim A1 - Ulivi, Sheila A1 - van Dam, Rob M A1 - van der Schouw, Yvonne T A1 - van Gils, Carla H A1 - van Nierop, Peter A1 - Vink, Jacqueline M A1 - Visscher, Peter M A1 - Voorhuis, Marlies A1 - Waeber, Gerard A1 - Wallaschofski, Henri A1 - Wichmann, H Erich A1 - Widen, Elisabeth A1 - Wijnands-van Gent, Colette J M A1 - Willemsen, Gonneke A1 - Wilson, James F A1 - Wolffenbuttel, Bruce H R A1 - Wright, Alan F A1 - Yerges-Armstrong, Laura M A1 - Zemunik, Tatijana A1 - Zgaga, Lina A1 - Zillikens, M Carola A1 - Zygmunt, Marek A1 - Arnold, Alice M A1 - Boomsma, Dorret I A1 - Buring, Julie E A1 - Crisponi, Laura A1 - Demerath, Ellen W A1 - Gudnason, Vilmundur A1 - Harris, Tamara B A1 - Hu, Frank B A1 - Hunter, David J A1 - Launer, Lenore J A1 - Metspalu, Andres A1 - Montgomery, Grant W A1 - Oostra, Ben A A1 - Ridker, Paul M A1 - Sanna, Serena A1 - Schlessinger, David A1 - Spector, Tim D A1 - Stefansson, Kari A1 - Streeten, Elizabeth A A1 - Thorsteinsdottir, Unnur A1 - Uda, Manuela A1 - Uitterlinden, André G A1 - van Duijn, Cornelia M A1 - Völzke, Henry A1 - Murray, Anna A1 - Murabito, Joanne M A1 - Visser, Jenny A A1 - Lunetta, Kathryn L KW - Age Factors KW - DNA Helicases KW - DNA Primase KW - DNA Repair KW - DNA Repair Enzymes KW - DNA-Directed DNA Polymerase KW - European Continental Ancestry Group KW - Exodeoxyribonucleases KW - Female KW - Genetic Loci KW - Genome-Wide Association Study KW - Humans KW - Immunity KW - Menopause KW - Polymorphism, Single Nucleotide KW - Proteins AB -

To newly identify loci for age at natural menopause, we carried out a meta-analysis of 22 genome-wide association studies (GWAS) in 38,968 women of European descent, with replication in up to 14,435 women. In addition to four known loci, we identified 13 loci newly associated with age at natural menopause (at P < 5 × 10(-8)). Candidate genes located at these newly associated loci include genes implicated in DNA repair (EXO1, HELQ, UIMC1, FAM175A, FANCI, TLK1, POLG and PRIM1) and immune function (IL11, NLRP11 and PRRC2A (also known as BAT2)). Gene-set enrichment pathway analyses using the full GWAS data set identified exoDNase, NF-κB signaling and mitochondrial dysfunction as biological processes related to timing of menopause.

VL - 44 IS - 3 U1 - http://www.ncbi.nlm.nih.gov/pubmed/22267201?dopt=Abstract ER - TY - JOUR T1 - Thirty new loci for age at menarche identified by a meta-analysis of genome-wide association studies. JF - Nat Genet Y1 - 2010 A1 - Elks, Cathy E A1 - Perry, John R B A1 - Sulem, Patrick A1 - Chasman, Daniel I A1 - Franceschini, Nora A1 - He, Chunyan A1 - Lunetta, Kathryn L A1 - Visser, Jenny A A1 - Byrne, Enda M A1 - Cousminer, Diana L A1 - Gudbjartsson, Daniel F A1 - Esko, Tõnu A1 - Feenstra, Bjarke A1 - Hottenga, Jouke-Jan A1 - Koller, Daniel L A1 - Kutalik, Zoltán A1 - Lin, Peng A1 - Mangino, Massimo A1 - Marongiu, Mara A1 - McArdle, Patrick F A1 - Smith, Albert V A1 - Stolk, Lisette A1 - van Wingerden, Sophie H A1 - Zhao, Jing Hua A1 - Albrecht, Eva A1 - Corre, Tanguy A1 - Ingelsson, Erik A1 - Hayward, Caroline A1 - Magnusson, Patrik K E A1 - Smith, Erin N A1 - Ulivi, Shelia A1 - Warrington, Nicole M A1 - Zgaga, Lina A1 - Alavere, Helen A1 - Amin, Najaf A1 - Aspelund, Thor A1 - Bandinelli, Stefania A1 - Barroso, Inês A1 - Berenson, Gerald S A1 - Bergmann, Sven A1 - Blackburn, Hannah A1 - Boerwinkle, Eric A1 - Buring, Julie E A1 - Busonero, Fabio A1 - Campbell, Harry A1 - Chanock, Stephen J A1 - Chen, Wei A1 - Cornelis, Marilyn C A1 - Couper, David A1 - Coviello, Andrea D A1 - d'Adamo, Pio A1 - de Faire, Ulf A1 - de Geus, Eco J C A1 - Deloukas, Panos A1 - Döring, Angela A1 - Smith, George Davey A1 - Easton, Douglas F A1 - Eiriksdottir, Gudny A1 - Emilsson, Valur A1 - Eriksson, Johan A1 - Ferrucci, Luigi A1 - Folsom, Aaron R A1 - Foroud, Tatiana A1 - Garcia, Melissa A1 - Gasparini, Paolo A1 - Geller, Frank A1 - Gieger, Christian A1 - Gudnason, Vilmundur A1 - Hall, Per A1 - Hankinson, Susan E A1 - Ferreli, Liana A1 - Heath, Andrew C A1 - Hernandez, Dena G A1 - Hofman, Albert A1 - Hu, Frank B A1 - Illig, Thomas A1 - Järvelin, Marjo-Riitta A1 - Johnson, Andrew D A1 - Karasik, David A1 - Khaw, Kay-Tee A1 - Kiel, Douglas P A1 - Kilpeläinen, Tuomas O A1 - Kolcic, Ivana A1 - Kraft, Peter A1 - Launer, Lenore J A1 - Laven, Joop S E A1 - Li, Shengxu A1 - Liu, Jianjun A1 - Levy, Daniel A1 - Martin, Nicholas G A1 - McArdle, Wendy L A1 - Melbye, Mads A1 - Mooser, Vincent A1 - Murray, Jeffrey C A1 - Murray, Sarah S A1 - Nalls, Michael A A1 - Navarro, Pau A1 - Nelis, Mari A1 - Ness, Andrew R A1 - Northstone, Kate A1 - Oostra, Ben A A1 - Peacock, Munro A1 - Palmer, Lyle J A1 - Palotie, Aarno A1 - Paré, Guillaume A1 - Parker, Alex N A1 - Pedersen, Nancy L A1 - Peltonen, Leena A1 - Pennell, Craig E A1 - Pharoah, Paul A1 - Polasek, Ozren A1 - Plump, Andrew S A1 - Pouta, Anneli A1 - Porcu, Eleonora A1 - Rafnar, Thorunn A1 - Rice, John P A1 - Ring, Susan M A1 - Rivadeneira, Fernando A1 - Rudan, Igor A1 - Sala, Cinzia A1 - Salomaa, Veikko A1 - Sanna, Serena A1 - Schlessinger, David A1 - Schork, Nicholas J A1 - Scuteri, Angelo A1 - Segrè, Ayellet V A1 - Shuldiner, Alan R A1 - Soranzo, Nicole A1 - Sovio, Ulla A1 - Srinivasan, Sathanur R A1 - Strachan, David P A1 - Tammesoo, Mar-Liis A1 - Tikkanen, Emmi A1 - Toniolo, Daniela A1 - Tsui, Kim A1 - Tryggvadottir, Laufey A1 - Tyrer, Jonathon A1 - Uda, Manuela A1 - van Dam, Rob M A1 - van Meurs, Joyce B J A1 - Vollenweider, Peter A1 - Waeber, Gerard A1 - Wareham, Nicholas J A1 - Waterworth, Dawn M A1 - Weedon, Michael N A1 - Wichmann, H Erich A1 - Willemsen, Gonneke A1 - Wilson, James F A1 - Wright, Alan F A1 - Young, Lauren A1 - Zhai, Guangju A1 - Zhuang, Wei Vivian A1 - Bierut, Laura J A1 - Boomsma, Dorret I A1 - Boyd, Heather A A1 - Crisponi, Laura A1 - Demerath, Ellen W A1 - van Duijn, Cornelia M A1 - Econs, Michael J A1 - Harris, Tamara B A1 - Hunter, David J A1 - Loos, Ruth J F A1 - Metspalu, Andres A1 - Montgomery, Grant W A1 - Ridker, Paul M A1 - Spector, Tim D A1 - Streeten, Elizabeth A A1 - Stefansson, Kari A1 - Thorsteinsdottir, Unnur A1 - Uitterlinden, André G A1 - Widen, Elisabeth A1 - Murabito, Joanne M A1 - Ong, Ken K A1 - Murray, Anna KW - Adolescent KW - Aging KW - Body Height KW - Body Size KW - Child KW - DNA Copy Number Variations KW - Female KW - Genetic Loci KW - Genetic Predisposition to Disease KW - Genome-Wide Association Study KW - Humans KW - Inheritance Patterns KW - Menarche KW - Obesity KW - Polymorphism, Single Nucleotide KW - Quantitative Trait Loci KW - Reproducibility of Results KW - Time Factors AB -

To identify loci for age at menarche, we performed a meta-analysis of 32 genome-wide association studies in 87,802 women of European descent, with replication in up to 14,731 women. In addition to the known loci at LIN28B (P = 5.4 × 10⁻⁶⁰) and 9q31.2 (P = 2.2 × 10⁻³³), we identified 30 new menarche loci (all P < 5 × 10⁻⁸) and found suggestive evidence for a further 10 loci (P < 1.9 × 10⁻⁶). The new loci included four previously associated with body mass index (in or near FTO, SEC16B, TRA2B and TMEM18), three in or near other genes implicated in energy homeostasis (BSX, CRTC1 and MCHR2) and three in or near genes implicated in hormonal regulation (INHBA, PCSK2 and RXRG). Ingenuity and gene-set enrichment pathway analyses identified coenzyme A and fatty acid biosynthesis as biological processes related to menarche timing.

VL - 42 IS - 12 U1 - http://www.ncbi.nlm.nih.gov/pubmed/21102462?dopt=Abstract ER -