Mapping genomic loci implicates genes and synaptic biology in schizophrenia
Trubetskoy, Vassily; Pardiñas, Antonio F.; Qi, Ting; Panagiotaropoulou, Georgia; Awasthi, Swapnil; Bigdeli, Tim B.; Bryois, Julien; Chen, Chia-Yen; Dennison, Charlotte A.; Hall, Lynsey S.; Lam, Max; Watanabe, Kyoko; Frei, Oleksandr; Ge, Tian; Harwood, Janet C.; Koopmans, Frank; Magnusson, Sigurdur; Richards, Alexander L.; Sidorenko, Julia; Wu, Yang; Zeng, Jian; Grove, Jakob; Kim, Minsoo; Li, Zhiqiang; Voloudakis, Georgios; Zhang, Wen; Adams, Mark; Agartz, Ingrid; Atkinson, Elizabeth G.; Agerbo, Esben; Al Eissa, Mariam; Albus, Margot; Alexander, Madeline; Alizadeh, Behrooz Z.; Alptekin, Köksal; Als, Thomas D.; Amin, Farooq; Arolt, Volker; Arrojo, Manuel; Athanasiu, Lavinia; Azevedo, Maria Helena; Bacanu, Silviu A.; Bass, Nicholas J.; Begemann, Martin; Belliveau, Richard A.; Bene, Judit; Benyamin, Beben; Bergen, Sarah E.; Blasi, Giuseppe; Bobes, Julio; Bonassi, Stefano; Braun, Alice; Bressan, Rodrigo Affonseca; Bromet, Evelyn J.; Bruggeman, Richard; Buckley, Peter F.; Buckner, Randy L.; Bybjerg-Grauholm, Jonas; Cahn, Wiepke; Cairns, Murray J.; Calkins, Monica E.; Carr, Vaughan J.; Castle, David; Catts, Stanley V.; Chambert, Kimberley D.; Chan, Raymond C K; Chaumette, Boris; Cheng, Wei; Cheung, Eric F C; Chong, Siow Ann; Cohen, David; Consoli, Angèle; Cordeiro, Quirino; Costas, Javier; Curtis, Charles; Davidson, Michael; Davis, Kenneth L.; de Haan, Lieuwe; Degenhardt, Franziska; DeLisi, Lynn E.; Demontis, Ditte; Dickerson, Faith; Dikeos, Dimitris; Dinan, Timothy; Djurovic, Srdjan; Duan, Jubao; Ducci, Giuseppe; Dudbridge, Frank; Eriksson, Johan G.; Fañanás, Lourdes; Faraone, Stephen; Fiorentino, Alessia; Forstner, Andreas; Frank, Josef; Freimer, Nelson B.; Fromer, Menachem; Frustaci, Alessandra; Gadelha, Ary; Genovese, Giulio; Gershon, Elliot S.; Giannitelli, Marianna; Giegling, Ina; Giusti-Rodríguez, Paola; Godard, Stephanie; Goldstein, Jacqueline I.; González Peñas, Javier; González-Pinto, Ana; Gopal, Srihari; Gratten, Jacob; Green, Michael F.; Greenwood, Tiffany A.; Guillin, Olivier; Gülöksüz, Sinan; Gur, Raquel E.; Gur, Ruben C.; Gutiérrez, Blanca; Hahn, Eric; Hakonarson, Hakon; Haroutunian, Vahram; Hartmann, Annette M.; Harvey, Carol; Hayward, Caroline; Henskens, Frans A.; Herms, Stefan; Hoffmann, Per; Howrigan, Daniel P.; Ikeda, Masashi; Iyegbe, Conrad; Joa, Inge; Julià, Antonio; Kähler, Anna Katarina; Kam-Thong, Tony; Kamatani, Yoichiro; Karachanak-Yankova, Sena; Kebir, Oussama; Keller, Matthew C.; Kelly, Brian J.; Khrunin, Andrey; Kim, Sung-Wan; Klovins, Janis; Kondratiev, Nikolay; Konte, Bettina; Kraft, Julia; Kubo, Michiaki; Kučinskas, Vaidutis; Kučinskiene, Zita Ausrele; Kusumawardhani, Agung; Kuzelova-Ptackova, Hana; Landi, Stefano; Lazzeroni, Laura C.; Lee, Phil H.; Legge, Sophie E.; Lehrer, Douglas S.; Lencer, Rebecca; Lerer, Bernard; Li, Miaoxin; Lieberman, Jeffrey; Light, Gregory A.; Limborska, Svetlana; Liu, Chih-Min; Lönnqvist, Jouko; Loughland, Carmel M.; Lubinski, Jan; Luykx, Jurjen J.; Lynham, Amy; Macek, Milan; Mackinnon, Andrew; Magnusson, Patrik K E; Maher, Brion S.; Maier, Wolfgang; Malaspina, Dolores; Mallet, Jacques; Marder, Stephen R.; Marsal, Sara; Martin, Alicia R.; Martorell, Lourdes; Mattheisen, Manuel; McCarley, Robert W.; McDonald, Colm; McGrath, John J.; Medeiros, Helena; Meier, Sandra; Melegh, Bela; Melle, Ingrid; Mesholam-Gately, Raquelle I.; Metspalu, Andres; Michie, Patricia T.; Milani, Lili; Milanova, Vihra; Mitjans, Marina; Molden, Espen; Molina, Esther; Molto, María Dolores; Mondelli, Valeria; Moreno, Carmen; Morley, Christopher P.; Muntané, Gerard; Murphy, Kieran C.; Myin-Germeys, Inez; Nenadić, Igor; Nestadt, Gerald; Nikitina-Zake, Liene; Noto, Cristiano; Nuechterlein, Keith H.; O'Brien, Niamh Louise; O'Neill, F Anthony; Oh, Sang-Yun; Olincy, Ann; Ota, Vanessa Kiyomi; Pantelis, Christos; Papadimitriou, George N.; Parellada, Mara; Paunio, Tiina; Pellegrino, Renata; Periyasamy, Sathish; Perkins, Diana O.; Pfuhlmann, Bruno; Pietiläinen, Olli; Pimm, Jonathan; Porteous, David; Powell, John; Quattrone, Diego; Quested, Digby; Radant, Allen D.; Rampino, Antonio; Rapaport, Mark H.; Rautanen, Anna; Reichenberg, Abraham; Roe, Cheryl; Roffman, Joshua L.; Roth, Julian; Rothermundt, Matthias; Rutten, Bart P F; Saker-Delye, Safaa; Salomaa, Veikko; Sanjuan, Julio; Santoro, Marcos Leite; Savitz, Adam; Schall, Ulrich; Scott, Rodney J.; Seidman, Larry J.; Sharp, Sally Isabel; Shi, Jianxin; Siever, Larry J.; Sigurdsson, Engilbert; Sim, Kang; Skarabis, Nora; Slominsky, Petr; So, Hon-Cheong; Sobell, Janet L.; Söderman, Erik; Stain, Helen J.; Steen, Nils Eiel; Steixner-Kumar, Agnes A.; Stögmann, Elisabeth; Stone, William S.; Straub, Richard E.; Streit, Fabian; Strengman, Eric; Stroup, T. Scott; Subramaniam, Mythily; Sugar, Catherine A.; Suvisaari, Jaana; Svrakic, Dragan M.; Swerdlow, Neal R.; Szatkiewicz, Jin P.; Ta, Thi Minh Tam; Takahashi, Atsushi; Terao, Chikashi; Thibaut, Florence; Toncheva, Draga; Tooney, Paul A.; Torretta, Silvia; Tosato, Sarah; Tura, Gian Battista; Turetsky, Bruce I.; Üçok, Alp; Vaaler, Arne; van Amelsvoort, Therese; van Winkel, Ruud; Veijola, Juha; Waddington, John; Walter, Henrik; Waterreus, Anna; Webb, Bradley T.; Weiser, Mark; Williams, Nigel M.; Witt, Stephanie H.; Wormley, Brandon K.; Wu, Jing Qin; Xu, Zhida; Yolken, Robert; Zai, Clement C.; Zhou, Wei; Zhu, Feng; Zimprich, Fritz; Atbaşoğlu, Eşref Cem; Ayub, Muhammad; Benner, Christian; Bertolino, Alessandro; Black, Donald W.; Bray, Nicholas J.; Breen, Gerome; Buccola, Nancy G.; Byerley, William F.; Chen, Wei J.; Cloninger, C Robert; Crespo-Facorro, Benedicto; Donohoe, Gary; Freedman, Robert; Galletly, Cherrie; Gandal, Michael J.; Gennarelli, Massimo; Hougaard, David M.; Hwu, Hai-Gwo; Jablensky, Assen V.; McCarroll, Steven A.; Moran, Jennifer L.; Mors, Ole; Mortensen, Preben B.; Müller-Myhsok, Bertram; Neil, Amanda L.; Nordentoft, Merete; Pato, Michele T.; Petryshen, Tracey L.; Pirinen, Matti; Pulver, Ann E.; Schulze, Thomas G.; Silverman, Jeremy M.; Smoller, Jordan W.; Stahl, Eli A.; Tsuang, Debby W.; Vilella, Elisabet; Wang, Shi-Heng; Xu, Shuhua; Adolfsson, Rolf; Arango, Celso; Baune, Bernhard T.; Belangero, Sintia Iole; Børglum, Anders D.; Braff, David; Bramon, Elvira; Buxbaum, Joseph D.; Campion, Dominique; Cervilla, Jorge A.; Cichon, Sven; Collier, David A.; Corvin, Aiden; Curtis, David; Forti, Marta Di; Domenici, Enrico; Ehrenreich, Hannelore; Escott-Price, Valentina; Esko, Tõnu; Fanous, Ayman H.; Gareeva, Anna; Gawlik, Micha; Gejman, Pablo V.; Gill, Michael; Glatt, Stephen J.; Golimbet, Vera; Hong, Kyung Sue; Hultman, Christina M.; Hyman, Steven E.; Iwata, Nakao; Jönsson, Erik Gunnar; Kahn, René S; Kennedy, James L.; Khusnutdinova, Elza; Kirov, George; Knowles, James A.; Krebs, Marie-Odile; Laurent-Levinson, Claudine; Lee, Jimmy; Lencz, Todd; Levinson, Douglas F.; Li, Qingqin S.; Liu, Jianjun; Malhotra, Anil K.; Malhotra, Dheeraj; McIntosh, Andrew; McQuillin, Andrew; Menezes, Paulo R.; Morgan, Vera A.; Morris, Derek W.; Mowry, Bryan J.; Murray, Robin M.; Nimgaonkar, Vishwajit; Nöthen, Markus M.; Ophoff, Roel A.; Paciga, Sara A.; Palotie, Aarno; Pato, Carlos N.; Qin, Shengying; Rietschel, Marcella; Riley, Brien P.; Rivera, Margarita; Rujescu, Dan; Saka, Meram C.; Sanders, Alan R.; Schwab, Sibylle G.; Serretti, Alessandro; Sham, Pak C.; Shi, Yongyong; St Clair, David; Stefánsson, Hreinn; Stefansson, Kari; Tsuang, Ming T.; van Os, Jim; Vawter, Marquis P.; Weinberger, Daniel R.; Werge, Thomas; Wildenauer, Dieter B.; Yu, Xin; Yue, Weihua; Holmans, Peter A.; Pocklington, Andrew J.; Roussos, Panos; Vassos, Evangelos; Verhage, Matthijs; Visscher, Peter M.; Yang, Jian; Posthuma, Danielle; Andreassen, Ole; Kendler, Kenneth S.; Owen, Michael J.; Wray, Naomi R.; Daly, Mark J.; Huang, Hailiang; Neale, Benjamin M.; Sullivan, Patrick F.; Ripke, Stephan; Walters, James T R; O'Donovan, Michael C.
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2022Metadata
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- Institutt for psykisk helse [1333]
- Publikasjoner fra CRIStin - NTNU [39136]
Abstract
Schizophrenia has a heritability of 60–80%1, much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify 120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including 16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factor SP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies.
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Nature ResearchJournal
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Connell, John M; Cooper, Jackie A; Cooper, Matthew N; Cooper, Richard S; Corsi, Anna Maria; Dörr, Marcus; Dahgam, Santosh; Danesh, John; Smith, George Davey; Day, Ian NM; Deloukas, Panos; Denniff, Matthew; Dominiczak, Anna F; Dong, Yanbin; Doumatey, Ayo; Elliott, Paul; Elosua, Roberto; Erdmann, Jeanette; Eyheramendy, Susana; Farrall, Martin; Fava, Cristiano; Forrester, Terrence; Fowkes, F Gerald R; Fox, Ervin R; Frayling, Timothy M; Galan, Pilar; Ganesh, Santhi K; Garcia, Melissa; Gaunt, Tom R; Glazer, Nicole L; Go, Min Jin; Goel, Anuj; Grässler, Jurgen; Grobbee, Diederick E; Groop, Leif; Guarrera, Simonetta; Guo, Xiuqing; Hadley, David; Hamsten, Anders; Han, Bok-Ghee; Hardy, Rebecca; Hartikainen, Anna-Liisa; Heath, Simon; Heckbert, Susan R; Hedblad, Bo; Hercberg, Serge; Hernandez, Dena; Hicks, Andrew A; Hilton, Gina; Hingorani, Aroon D; Hoffman Bolton, Judith A; Hopewell, Jemma C; Howard, Philip; Humphries, Steve E; Hunt, Steven C; Hveem, Kristian; Ikram, M Arfan; Islam, Muhammad; Iwai, Naoharu; 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Nilsson, Peter; Nyberg, Fredrik; O'Donnell, Christopher J; Ogihara, Toshio; Ohkubo, Takayoshi; Okamura, Tomonori; Ong, Rick Twee-Hee; Ongen, Halit; Onland-Moret, N Charlotte; O'Reilly, Paul F; Org, Elin; Orru, Marco; Palmas, Walter; Palmen, Jutta; Palmer, Lyle J; Palmer, Nicholette D; Parker, Alex N; Peden, John F; Peltonen, Leena; Perola, Markus; Pihur, Vasyl; Platou, Carl Geoffrey Parrinder; Plump, Andrew; Prabhakaran, Dorairajan; Psaty, Bruce M; Raffel, Leslie J; Rao, Dabeeru C; Rasheed, Asif; Ricceri, Fulvio; Rice, Kenneth M; Rosengren, Annika; Rotter, Jerome I; Rudock, Megan E; Sober, Siim; Salako, Tunde; Saleheen, Danish; Salomaa, Veikko; Samani, Nilesh J; Schwartz, Steven M; Schwarz, Peter EH; Scott, Laura J; Scott, James; Scuteri, Angelo; Sehmi, Joban S; Seielstad, Mark; Seshadri, Sudha; Sharma, Pankaj; Shaw-Hawkins, Sue; Shi, Gang; Shrine, Nick RG; Sijbrands, Eric JG; Sim, Xueling; Singleton, Andrew; Sjögren, Marketa; Smith, Nicholas L; Artigas, Maria Soler; Spector, Tim D; Staessen, Jan A; Stancakova, Alena; Steinle, Nanette I; Strachan, David P; Stringham, Heather M; Sun, Yan V; Swift, Amy J; Tabara, Yasuharu; Tai, E-Shyong; Talmud, Philippa J; Taylor, Andrew; Terzic, Janos; Thelle, Dag Steinar; Tobin, Martin D; Tomaszewski, Maciej; Tripathy, Vikal; Tuomilehto, Jaakko; Tzoulaki, Ioanna; Uda, Manuela; Ueshima, Hirotsugu; Uiterwaal, Cuno SPM; Umemura, Satoshi; Van Der Harst, Pim; Van Der Schouw, Yvonne T; Van Gilst, Wiek H; Vartiainen, Erkki; Vasan, Ramachandran S; Veldre, Gudrun; Verwoert, Germaine C; Viigimaa, Margus; Vinay, DG; Vineis, Paolo; Voight, Benjamin F; Vollenweider, Peter; Wagenknecht, Lynne E; Wain, Louise V; Wang, Xiaoling; Wang, Thomas J; Wareham, Nicholas J; Watkins, Hugh; Weder, Alan B; Whincup, Peter H; Wiggins, Kerri L; Witteman, Jacqueline CM; Wong, Andrew; Wu, Ying; Yajnik, Chittaranjan S; Yao, Jie; Young, JH; Zelenika, Diana; Zhai, Guangju; Zhang, Weihua; Zhang, Feng; Zhao, Jing Hua; Zhu, Haidong; Zhu, Xiaofeng; Zitting, Paavo; Zukowska-Szczechowska, Ewa; Okada, Yukinori; Wu, Jer-Yuarn; Gu, Dongfeng; Takeuchi, Fumihiko; Takahashi, Atsushi; Maeda, Shiro; Tsunoda, Tatsuhiko; Chen, Peng; Lim, Su-Chi; Wong, Tien-Yin; Liu, Jianjun; Young, Terri L; Aung, Tin; Teo, Yik-Ying; Kim, Young Jin; Kang, Daehee; Chen, Chien-Hsiun; Tsai, Fuu-Jen; Chang, Li-Ching; Fann, S-J Cathy; Mei, Hao; Hixson, James E; Chen, Shufeng; Katsuya, Tomohiro; Isono, Masato; Albrecht, Eva; Yamamoto, Kazuhiko; Kubo, Michiaki; Nakamura, Yusuke; Kamatani, Naoyuki; Kato, Norihiro; He, Jiang; Chen, Yuan-Tsong; Tanaka, Toshihiro; Reilly, Muredach P; Schunkert, Heribert; Assimes, Themistocles L; Hall, Alistair; Hengstenberg, Christian; König, Inke R; Laaksonen, Reijo; McPherson, Ruth; Thompson, John R; Thorsteinsdottir, Unnur; Ziegler, Andreas; Absher, Devin; Chen, Li; Cupples, L Adrienne; Halperin, Eran; Li, Mingyao; Musunuru, Kiran; Preuss, Michael; Schillert, Arne; Thorleifsson, Gudmar; Wells, George A; Holm, Hilma; Roberts, Robert; Stewart, Alexandre FR; Fortmann, Stephen; Go, Alan; Hlatky, Mark; Iribarren, Carlos; Knowles, Joshua; Myers, Richard; Quertermous, Thomas; Sidney, Steven; Risch, Neil; Tang, Hua; Blankenberg, Stefan; Schnabel, Renate; Sinning, Christoph; Lackner, Karl J; Tiret, Laurence; Nicaud, Viviane; Cambien, Francois; Bickel, Christoph; Rupprecht, Hans J; Perret, Claire; Proust, Carole; Munzel, Thomas F; Barbalic, Maja; Chen, Ida Yii-Der; Demissie-Banjaw, Serkalem; Folsom, Aaron; Lumley, Thomas; Marciante, Kristin; Taylor, Kent D; Volcik, Kelly; Gretarsdottir, Solveig; Gulcher, Jeffrey R; Kong, Augustine; Stefansson, Kari; Thorgeirsson, Gudmundur; Andersen, Karl; Fischer, Marcus; Grosshennig, Anika; Linsel-Nitschke, Patrick; Stark, Klaus; Schreiber, Stefan; Aherrahrou, Zouhair; Bruse, Petra; Doering, Angela; Klopp, Norman; Diemert, Patrick; Loley, Christina; Medack, Anja; Nahrstedt, Janja; Peters, Annette; Wagner, Arnika K; Willenborg, Christina; Böhm, Bernhard O; Dobnig, Harald; Grammer, Tanja B; Hoffmann, Michael M; Meinitzer, Andreas; Winkelmann, Bernhard R; Pilz, Stefan; Renner, Wilfried; Scharnagl, Hubert; Stojakovic, Tatjana; Tomaschitz, Andreas; Winkler, Karl; Guiducci, Candace; Burtt, Noel; Gabriel, Stacey B; Dandona, Sonny; Jarinova, Olga; Qu, Liming; Wilensky, Robert; Matthai, William; Hakonarson, Hakon H; Devaney, Joe; Burnett, Mary Susan; Pichard, Augusto D; Kent, Kenneth M; Satler, Lowell; Lindsay, Joseph M; Waksman, Ron; Knouff, Christopher W; Waterworth, Dawn M; Walker, Max C; Epstein, Stephen E; Rader, Daniel J; Nelson, Christopher P; Wright, Benjamin J; Balmforth, Anthony J; Ball, Stephen G; Loehr, Laura R; Rosamond, Wayne D; Benjamin, Emelia; Haritunians, Talin; Couper, David; Murabito, Joanne; Wang, Ying A; Stricker, Bruno H; Chang, Patricia P; Willerson, James T; Felix, Stephan B; Watzinger, Norbert; Aragam, Jayashri; Zweiker, Robert; Lind, Lars; Rodeheffer, Richard J; Greiser, Karin Halina; Deckers, Jaap W; Stritzke, Jan; Ingelsson, Erik; Kullo, Iftikhar; Haerting, Johannes; Reffelmann, Thorsten; Redfield, Margaret M; Werdan, Karl; Mitchell, Gary F; Arnett, Donna K; Gottdiener, John S; Blettner, Maria; Friedrich, Nele; Kovacs, Peter; Wild, Philipp S; Froguel, Philippe; Rettig, Rainer; Mägi, Reedik; Biffar, Reiner; Schmidt, Reinhold; Middelberg, Rita P S; Carroll, Robert J; Penninx, Brenda W; Scott, Rodney J; Katz, Ronit; Sedaghat, Sanaz; Wild, Sarah H; Kardia, Sharon L R; Ulivi, Sheila; Hwang, Shih-Jen; Enroth, Stefan; Kloiber, Stefan; Trompet, Stella; Stengel, Benedicte; Hancock, Stephen J; Turner, Stephen T; Rosas, Sylvia E; Stracke, Sylvia; Harris, Tamara B; Zeller, Tanja; Zemunik, Tatijana; Lehtimäki, Terho; Illig, Thomas; Aspelund, Thor; Nikopensius, Tiit; Esko, Tonu; Tanaka, Toshiko; Gyllensten, Ulf; Völker, Uwe; Emilsson, Valur; Vitart, Veronique; Aalto, Ville; Gudnason, Vilmundur; Chouraki, Vincent; Chen, Wei-Min; Igl, Wilmar; März, Winfried; Koenig, Wolfgang; Lieb, Wolfgang; Loos, Ruth J F; Liu, Yongmei; Snieder, Harold; Pramstaller, Peter P; Parsa, Afshin; O'Connell, Jeffrey R; Susztak, Katalin; Hamet, Pavel; Tremblay, Johanne; De Boer, Ian H; Böger, Carsten A; Goessling, Wolfram; Chasman, Daniel I; Köttgen, Anna; Kao, W H Linda; Fox, Caroline S. (Peer reviewed; Journal article, 2016)Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular ... -
A saturated map of common genetic variants associated with human height
Yengo, Loïc; Vedantam, Sailaja; Marouli, Eirini; Sidorenko, Julia; Bartell, Eric; Sakaue, Saori; Graff, Marielisa; Eliasen, Anders U.; Jiang, Yunxuan; Raghavan, Sridharan; Miao, Jenkai; Arias, Joshua D.; Graham, Sarah E.; Mukamel, Ronen E.; Spracklen, Cassandra N.; Yin, Xianyong; Chen, Shyh-Huei; Ferreira, Teresa; Highland, Heather H.; Ji, Yingjie; Karaderi, Tugce; Lin, Kuang; Lüll, Kreete; Malden, Deborah E.; Medina-Gomez, Carolina; Machado, Moara; Moore, Amy; Rüeger, Sina; Sim, Xueling; Vrieze, Scott; Ahluwalia, Tarunveer S.; Akiyama, Masato; Allison, Matthew A.; Alvarez, Marcus; Andersen, Mette K.; Ani, Alireza; Appadurai, Vivek; Arbeeva, Liubov; Bhaskar, Seema; Bielak, Lawrence F.; Bollepalli, Sailalitha; Bonnycastle, Lori L.; Bork-Jensen, Jette; Bradfield, Jonathan P.; Bradford, Yuki; Braund, Peter S.; Brody, Jennifer A.; Burgdorf, Kristoffer S.; Cade, Brian E.; Cai, Hui; Cai, Qiuyin; Campbell, Archie; Cañadas-Garre, Marisa; Catamo, Eulalia; Chai, Jin-Fang; Chai, Xiaoran; Chang, Li-Ching; Chang, Yi-Cheng; Chen, Chien-Hsiun; Chesi, Alessandra; Choi, Seung Hoan; Chung, Ren-Hua; Cocca, Massimiliano; Concas, Maria Pina; Couture, Christian; Cuellar-Partida, Gabriel; Danning, Rebecca; Daw, E. 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B.; Petersen, Liselotte V.; Pitkänen, Niina; Polašek, Ozren; Poveda, Alaitz; Preuss, Michael H.; Pyarajan, Saiju; Raffield, Laura M.; Rakugi, Hiromi; Ramirez, Julia; Rasheed, Asif; Raven, Dennis; Rayner, Nigel W.; Riveros, Carlos; Rohde, Rebecca; Ruggiero, Daniela; Ruotsalainen, Sanni E.; Ryan, Kathleen A.; Sabater-Lleal, Maria; Saxena, Richa; Scholz, Markus; Sendamarai, Anoop; Shen, Botong; Shi, Jingchunzi; Shin, Jae Hun; Sidore, Carlo; Sitlani, Colleen M.; Slieker, Roderick C.; Smit, Roelof A. J.; Smith, Albert V.; Smith, Jennifer A.; Smyth, Laura J.; Southam, Lorraine; Steinthorsdottir, Valgerdur; Sun, Liang; Takeuchi, Fumihiko; Tallapragada, Divya Sri Priyanka; Taylor, Kent D.; Tayo, Bamidele O.; Tcheandjieu, Catherine; Terzikhan, Natalie; Tesolin, Paola; Teumer, Alexander; Theusch, Elizabeth; Thompson, Deborah J.; Thorleifsson, Gudmar; Timmers, Paul R. H. J.; Trompet, Stella; Turman, Constance; Vaccargiu, Simona; van der Laan, Sander W.; van der Most, Peter J.; van Klinken, Jan B.; van Setten, Jessica; Verma, Shefali S.; Verweij, Niek; Veturi, Yogasudha; Wang, Carol A.; Wang, Chaolong; Wang, Lihua; Wang, Zhe; Warren, Helen R.; Bin Wei, Wen; Wickremasinghe, Ananda R.; Wielscher, Matthias; Wiggins, Kerri L.; Winsvold, Bendik K S; Wong, Andrew; Wu, Yang; Wuttke, Matthias; Xia, Rui; Xie, Tian; Yamamoto, Ken; Yang, Jingyun; Yao, Jie; Young, Hannah; Yousri, Noha A.; Yu, Lei; Zeng, Lingyao; Zhang, Weihua; Zhang, Xinyuan; Zhao, Jing-Hua; Zhao, Wei; Zhou, Wei; Zimmermann, Martina E.; Zoledziewska, Magdalena; Adair, Linda S.; Adams, Hieab H. H.; Aguilar-Salinas, Carlos A.; Al-Mulla, Fahd; Arnett, Donna K.; Asselbergs, Folkert W.; Åsvold, Bjørn Olav; Attia, John; Banas, Bernhard; Bandinelli, Stefania; Bennett, David A.; Bergler, Tobias; Bharadwaj, Dwaipayan; Biino, Ginevra; Bisgaard, Hans; Boerwinkle, Eric; Böger, Carsten A.; Bønnelykke, Klaus; Boomsma, Dorret I.; Børglum, Anders D.; Borja, Judith B.; Bouchard, Claude; Bowden, Donald W.; Brandslund, Ivan; Brumpton, Ben Michael; Buring, Julie E.; Caulfield, Mark J.; Chambers, John C.; Chandak, Giriraj R.; Chanock, Stephen J.; Chaturvedi, Nish; Chen, Yii-Der Ida; Chen, Zhengming; Cheng, Ching-Yu; Christophersen, Ingrid E.; Ciullo, Marina; Cole, John W.; Collins, Francis S.; Cooper, Richard S.; Cruz, Miguel; Cucca, Francesco; Cupples, L. Adrienne; Cutler, Michael J.; Damrauer, Scott M.; Dantoft, Thomas M.; de Borst, Gert J.; de Groot, Lisette C. P. G. M.; De Jager, Philip L.; de Kleijn, Dominique P. V.; Janaka de Silva, de; Dedoussis, George V.; den Hollander, Anneke I.; Du, Shufa; Easton, Douglas F.; Elders, Petra J. M.; Eliassen, A. Heather; Ellinor, Patrick T.; Elmståhl, Sölve; Erdmann, Jeanette; Evans, Michele K.; Fatkin, Diane; Feenstra, Bjarke; Feitosa, Mary F.; Ferrucci, Luigi; Ford, Ian; Fornage, Myriam; Franke, Andre; Franks, Paul W.; Freedman, Barry I.; Gasparini, Paolo; Gieger, Christian; Girotto, Giorgia; Goddard, Michael E.; Golightly, Yvonne M.; Gonzalez-Villalpando, Clicerio; Gordon-Larsen, Penny; Grallert, Harald; Grant, Struan F. A.; Grarup, Niels; Griffiths, Lyn; Gudnason, Vilmundur; Haiman, Christopher; Hakonarson, Hakon; Hansen, Torben; Hartman, Catharina A.; Hattersley, Andrew T.; Hayward, Caroline; Heckbert, Susan R.; Heng, Chew-Kiat; Hengstenberg, Christian; Hewitt, Alex W.; Hishigaki, Haretsugu; Hoyng, Carel B.; Huang, Paul L.; Huang, Wei; Hunt, Steven C.; Hveem, Kristian; Hyppönen, Elina; Iacono, William G.; Ichihara, Sahoko; Ikram, M. Arfan; Isasi, Carmen R.; Jackson, Rebecca D.; Jarvelin, Marjo-Riitta; Jin, Zi-Bing; Jöckel, Karl-Heinz; Joshi, Peter K.; Jousilahti, Pekka; Jukema, J. Wouter; Kähönen, Mika; Kamatani, Yoichiro; Kang, Kui Dong; Kaprio, Jaakko; Kardia, Sharon L. R.; Karpe, Fredrik; Kato, Norihiro; Kee, Frank; Kessler, Thorsten; Khera, Amit V.; Khor, Chiea Chuen; Kiemeney, Lambertus A. L. M.; Kim, Bong-Jo; Kim, Eung Kweon; Kim, Hyung-Lae; Kirchhof, Paulus; Kivimaki, Mika; Koh, Woon-Puay; Koistinen, Heikki A.; Kolovou, Genovefa D.; Kooner, Jaspal S.; Kooperberg, Charles; Köttgen, Anna; Kovacs, Peter; Kraaijeveld, Adriaan; Kraft, Peter; Krauss, Ronald M.; Kumari, Meena; Kutalik, Zoltan; Laakso, Markku; Lange, Leslie A.; Langenberg, Claudia; Launer, Lenore J.; Le Marchand, Loic; Lee, Hyejin; Lee, Nanette R.; Lehtimäki, Terho; Li, Huaixing; Li, Liming; Lieb, Wolfgang; Lin, Xu; Lind, Lars; Linneberg, Allan; Liu, Ching-Ti; Liu, Jianjun; Loeffler, Markus; London, Barry; Lubitz, Steven A.; Lye, Stephen J.; Mackey, David A.; Mägi, Reedik; Magnusson, Patrik K. E.; Marcus, Gregory M.; Vidal, Pedro Marques; Martin, Nicholas G.; März, Winfried; Matsuda, Fumihiko; McGarrah, Robert W.; McGue, Matt; McKnight, Amy Jayne; Medland, Sarah E.; Mellström, Dan; Metspalu, Andres; Mitchell, Braxton D.; Mitchell, Paul; Mook-Kanamori, Dennis O.; Morris, Andrew D.; Mucci, Lorelei A.; Munroe, Patricia B.; Nalls, Mike A.; Nazarian, Saman; Nelson, Amanda E.; Neville, Matt J.; Newton-Cheh, Christopher; Nielsen, Christopher Sivert; Nöthen, Markus M.; Ohlsson, Claes; Oldehinkel, Albertine J.; Orozco, Lorena; Pahkala, Katja; Pajukanta, Päivi; Palmer, Colin N. A.; Parra, Esteban J.; Pattaro, Cristian; Pedersen, Oluf; Pennell, Craig E.; Penninx, Brenda W. J. H.; Perusse, Louis; Peters, Annette; Peyser, Patricia A.; Porteous, David J.; Posthuma, Danielle; Power, Chris; Pramstaller, Peter P.; Province, Michael A.; Qi, Qibin; Qu, Jia; Rader, Daniel J.; Raitakari, Olli T.; Ralhan, Sarju; Rallidis, Loukianos S.; Rao, Dabeeru C.; Redline, Susan; Reilly, Dermot F.; Reiner, Alexander P.; Rhee, Sang Youl; Ridker, Paul M.; Rienstra, Michiel; Ripatti, Samuli; Ritchie, Marylyn D.; Roden, Dan M.; Rosendaal, Frits Richard; Rotter, Jerome I.; Rudan, Igor; Rutters, Femke; Sabanayagam, Charumathi; Saleheen, Danish; Salomaa, Veikko; Samani, Nilesh J.; Sanghera, Dharambir K.; Sattar, Naveed; Schmidt, Börge; Schmidt, Helena; Schmidt, Reinhold; Schulze, Matthias B.; Schunkert, Heribert; Scott, Laura J.; Scott, Rodney J.; Sever, Peter; Shiroma, Eric J.; Shoemaker, M. Benjamin; Shu, Xiao-Ou; Simonsick, Eleanor M.; Sims, Mario; Singh, Jai Rup; Singleton, Andrew B.; Sinner, Moritz F.; Smith, J. Gustav; Snieder, Harold; Spector, Tim D.; Stampfer, Meir J.; Stark, Klaus J.; Strachan, David P.; ‘t Hart, Leen M.; Tabara, Yasuharu; Tang, Hua; Tardif, Jean-Claude; Thanaraj, Thangavel A.; Timpson, Nicholas J.; Tönjes, Anke; Tremblay, Angelo; Tuomi, Tiinamaija; Tuomilehto, Jaakko; Tusié-Luna, Maria-Teresa; Uitterlinden, Andre G.; van Dam, Rob M.; van der Harst, Pim; Van der Velde, Nathalie; van Duijn, Cornelia M.; van Schoor, Natasja M.; Vitart, Veronique; Völker, Uwe; Vollenweider, Peter; Völzke, Henry; Wacher-Rodarte, Niels H.; Walker, Mark; Wang, Ya Xing; Wareham, Nicholas J.; Watanabe, Richard M.; Watkins, Hugh; Weir, David R.; Werge, Thomas M.; Widen, Elisabeth; Wilkens, Lynne R.; Willemsen, Gonneke; Willett, Walter C.; Wilson, James F.; Wong, Tien-Yin; Woo, Jeong-Taek; Wright, Alan F.; Wu, Jer-Yuarn; Xu, Huichun; Yajnik, Chittaranjan S.; Yokota, Mitsuhiro; Yuan, Jian-Min; Zeggini, Eleftheria; Zemel, Babette S.; Zheng, Wei; Zhu, Xiaofeng; Zmuda, Joseph M.; Zonderman, Alan B.; Zwart, John Anker Henrik; Partida, Gabriel Cuellar; Sun, Yan; Croteau-Chonka, Damien; Vonk, Judith M.; Chanock, Stephen; Le Marchand, Loic; Chasman, Daniel I.; Cho, Yoon Shin; Heid, Iris M.; McCarthy, Mark I.; Ng, Maggie C. Y.; O’Donnell, Christopher J.; Rivadeneira, Fernando; Thorsteinsdottir, Unnur; Sun, Yan V.; Tai, E. Shyong; Boehnke, Michael; Deloukas, Panos; Justice, Anne E.; Lindgren, Cecilia M.; Loos, Ruth J. F.; Mohlke, Karen L.; North, Kari E.; Stefansson, Kari; Walters, Robin G.; Winkler, Thomas W.; Young, Kristin L.; Loh, Po-Ru; Yang, Jian; Esko, Tõnu; Assimes, Themistocles L.; Auton, Adam; Abecasis, Goncalo R.; Willer, Cristen J.; Locke, Adam E.; Berndt, Sonja I.; Lettre, Guillaume; Frayling, Timothy M.; Okada, Yukinori; Wood, Andrew R.; Visscher, Peter M.; Hirschhorn, Joel N. (Peer reviewed; Journal article, 2022)Common single-nucleotide polymorphisms (SNPs) are predicted to collectively explain 40–50% of phenotypic variation in human height, but identifying the specific variants and associated regions requires huge sample sizes1. ...