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Genome-wide association study identifies 74 loci associated with educational attainment

Title:	Genome-wide association study identifies 74 loci associated with educational attainment
Authors:	Okbay, Aysu^{Aff1, Aff2, Aff3}; Beauchamp, Jonathan P.^Aff4; Fontana, Mark Alan^Aff5; Lee, James J.^Aff6; Pers, Tune H.^{Aff7, Aff8, Aff9, Aff10}; Rietveld, Cornelius A.^{Aff1, Aff2, Aff3}; Turley, Patrick^Aff4; Chen, Guo-Bo^Aff11; Emilsson, Valur^{Aff12, Aff13}; Meddens, S. Fleur W.^{Aff3, Aff14, Aff15}; Oskarsson, Sven^Aff16; Pickrell, Joseph K.^Aff17; Thom, Kevin^Aff18; Timshel, Pascal^{Aff8, Aff19}; de Vlaming, Ronald^{Aff1, Aff2, Aff3}; Abdellaoui, Abdel^Aff20; Ahluwalia, Tarunveer S.^{Aff9, Aff21, Aff22}; Bacelis, Jonas^Aff23; Baumbach, Clemens^{Aff24, Aff25}; Bjornsdottir, Gyda^Aff26; Brandsma, Johannes H.^Aff27; Pina Concas, Maria^Aff28; Derringer, Jaime^Aff29; Furlotte, Nicholas A.^Aff30; Galesloot, Tessel E.^Aff31; Girotto, Giorgia^Aff32; Gupta, Richa^Aff33; Hall, Leanne M.^{Aff34, Aff35}; Harris, Sarah E.^{Aff36, Aff37}; Hofer, Edith^{Aff38, Aff39}; Horikoshi, Momoko^{Aff40, Aff41}; Huffman, Jennifer E.^Aff42; Kaasik, Kadri^Aff43; Kalafati, Ioanna P.^Aff44; Karlsson, Robert^Aff45; Kong, Augustine^Aff26; Lahti, Jari^{Aff43, Aff46}; Lee, Sven J. van der^Aff2; deLeeuw, Christiaan^{Aff14, Aff47}; Lind, Penelope A.^Aff48; Lindgren, Karl-Oskar^Aff16; Liu, Tian^Aff49; Mangino, Massimo^{Aff50, Aff51}; Marten, Jonathan^Aff42; Mihailov, Evelin^Aff52; Miller, Michael B.^Aff6; van der Most, Peter J.^Aff53; Oldmeadow, Christopher^{Aff54, Aff55}; Payton, Antony^{Aff56, Aff57}; Pervjakova, Natalia^{Aff52, Aff58}; Peyrot, Wouter J.^Aff59; Qian, Yong^Aff60; Raitakari, Olli^Aff61; Rueedi, Rico^{Aff62, Aff63}; Salvi, Erika^Aff64; Schmidt, Börge^Aff65; Schraut, Katharina E.^Aff66; Shi, Jianxin^Aff67; Smith, Albert V.^{Aff68, Aff69}; Poot, Raymond A.^Aff27; St Pourcain, Beate^{Aff70, Aff71}; Teumer, Alexander^Aff72; Thorleifsson, Gudmar^Aff26; Verweij, Niek^Aff73; Vuckovic, Dragana^Aff32; Wellmann, Juergen^Aff74; Westra, Harm-Jan^{Aff8, Aff75, Aff76}; Yang, Jingyun^{Aff77, Aff78}; Zhao, Wei^Aff79; Zhu, Zhihong^Aff11; Alizadeh, Behrooz Z.^{Aff53, Aff80}; Amin, Najaf^Aff2; Bakshi, Andrew^Aff11; Baumeister, Sebastian E.^{Aff72, Aff81}; Biino, Ginevra^Aff82; Bønnelykke, Klaus^Aff21; Boyle, Patricia A.^{Aff77, Aff83}; Campbell, Harry^Aff66; Cappuccio, Francesco P.^Aff84; Davies, Gail^{Aff36, Aff85}; De Neve, Jan-Emmanuel^Aff86; Deloukas, Panos^{Aff87, Aff88}; Demuth, Ilja^{Aff89, Aff90}; Ding, Jun^Aff60; Eibich, Peter^{Aff91, Aff92}; Eisele, Lewin^Aff65; Eklund, Niina^Aff58; Evans, David M.^{Aff70, Aff93}; Faul, Jessica D.^Aff94; Feitosa, Mary F.^Aff95; Forstner, Andreas J.^{Aff96, Aff97}; Gandin, Ilaria^Aff32; Gunnarsson, Bjarni^Aff26; Halldórsson, Bjarni V.^{Aff26, Aff98}; Harris, Tamara B.^Aff99; Heath, Andrew C.^Aff100; Hocking, Lynne J.^Aff101; Holliday, Elizabeth G.^{Aff54, Aff55}; Homuth, Georg^Aff102; Horan, Michael A.^Aff103; Hottenga, Jouke-Jan^Aff20; de Jager, Philip L.^{Aff8, Aff104, Aff105}; Joshi, Peter K.^Aff66; Jugessur, Astanand^Aff106; Kaakinen, Marika A.^Aff107; Kähönen, Mika^{Aff108, Aff109}; Kanoni, Stavroula^Aff87; Keltigangas-Järvinen, Liisa^Aff43; Kiemeney, Lambertus A. L. M.^Aff31; Kolcic, Ivana^Aff110; Koskinen, Seppo^Aff58; Kraja, Aldi T.^Aff95; Kroh, Martin^Aff91; Kutalik, Zoltan^{Aff62, Aff63, Aff111}; Latvala, Antti^Aff33; Launer, Lenore J.^Aff112; Lebreton, Maël P.^{Aff15, Aff113}; Levinson, Douglas F.^Aff114; Lichtenstein, Paul^Aff45; Lichtner, Peter^Aff115; Liewald, David C. M.^{Aff36, Aff85}; Cohort Study, LifeLines; Loukola, Anu^Aff33; Madden, Pamela A.^Aff100; Mägi, Reedik^Aff52; Mäki-Opas, Tomi^Aff58; Marioni, Riccardo E.^{Aff11, Aff36, Aff116}; Marques-Vidal, Pedro^Aff117; Meddens, Gerardus A.^Aff118; McMahon, George^Aff70; Meisinger, Christa^Aff25; Meitinger, Thomas^Aff115; Milaneschi, Yusplitri^Aff59; Milani, Lili^Aff52; Montgomery, Grant W.^Aff119; Myhre, Ronny^Aff106; Nelson, Christopher P.^{Aff34, Aff35}; Nyholt, Dale R.^{Aff119, Aff120}; Ollier, William E. R.^Aff56; Palotie, Aarno^{Aff8, Aff121, Aff122, Aff123, Aff124, Aff125}; Paternoster, Lavinia^Aff70; Pedersen, Nancy L.^Aff45; Petrovic, Katja E.^Aff38; Porteous, David J.^Aff37; Räikkönen, Katri^{Aff43, Aff46}; Ring, Susan M.^Aff70; Robino, Antonietta^Aff126; Rostapshova, Olga^{Aff4, Aff127}; Rudan, Igor^Aff66; Rustichini, Aldo^Aff128; Salomaa, Veikko^Aff58; Sanders, Alan R.^{Aff129, Aff130}; Sarin, Antti-Pekka^{Aff124, Aff131}; Schmidt, Helena^{Aff38, Aff132}; Scott, Rodney J.^{Aff55, Aff133}; Smith, Blair H.^Aff134; Smith, Jennifer A.^Aff79; Staessen, Jan A.^{Aff135, Aff136}; Steinhagen-Thiessen, Elisabeth^Aff89; Strauch, Konstantin^{Aff137, Aff138}; Terracciano, Antonio^Aff139; Tobin, Martin D.^Aff140; Ulivi, Sheila^Aff126; Vaccargiu, Simona^Aff28; Quaye, Lydia^Aff50; van Rooij, Frank J. A.^{Aff2, Aff141}; Venturini, Cristina^{Aff50, Aff51}; Vinkhuyzen, Anna A. E.^Aff11; Völker, Uwe^Aff102; Völzke, Henry^Aff72; Vonk, Judith M.^Aff53; Vozzi, Diego^Aff127; Waage, Johannes^{Aff21, Aff22}; Ware, Erin B.^{Aff79, Aff142}; Willemsen, Gonneke^Aff20; Attia, John R.^{Aff54, Aff55}; Bennett, David A.^{Aff77, Aff78}; Berger, Klaus^Aff73; Bertram, Lars^{Aff143, Aff144}; Bisgaard, Hans^Aff21; Boomsma, Dorret I.^Aff20; Borecki, Ingrid B.^Aff95; Bültmann, Ute^Aff145; Chabris, Christopher F.^Aff146; Cucca, Francesco^Aff147; Cusi, Daniele^{Aff64, Aff148}; Deary, Ian J.^{Aff36, Aff85}; Dedoussis, George V.^Aff44; van Duijn, Cornelia M.^Aff2; Eriksson, Johan G.^{Aff46, Aff149}; Franke, Barbara^Aff150; Franke, Lude^Aff151; Gasparini, Paolo^{Aff32, Aff126, Aff152}; Gejman, Pablo V.^{Aff129, Aff130}; Gieger, Christian^Aff24; Grabe, Hans-Jörgen^{Aff153, Aff154}; Gratten, Jacob^Aff11; Groenen, Patrick J. F.^Aff155; Gudnason, Vilmundur^{Aff12, Aff69}; van der Harst, Pim^{Aff73, Aff151, Aff156}; Hayward, Caroline^{Aff42, Aff157}; Hinds, David A.^Aff30; Hoffmann, Wolfgang^Aff72; Hyppönen, Elina^{Aff158, Aff159, Aff160}; Iacono, William G.^Aff6; Jacobsson, Bo^{Aff23, Aff106}; Järvelin, Marjo-Riitta^{Aff161, Aff162, Aff163, Aff164}; Jöckel, Karl-Heinz^Aff65; Kaprio, Jaakko^{Aff33, Aff58, Aff124}; Kardia, Sharon L. R.^Aff79; Lehtimäki, Terho^{Aff165, Aff166}; Lehrer, Steven F.^{Aff167, Aff168}; Magnusson, Patrik K. E.^Aff45; Martin, Nicholas G.^Aff169; McGue, Matt^Aff6; Metspalu, Andres^{Aff52, Aff170}; Pendleton, Neil^{Aff171, Aff172}; Penninx, Brenda W. J. H.^Aff59; Perola, Markus^{Aff52, Aff58}; Pirastu, Nicola^Aff32; Pirastu, Mario^Aff28; Polasek, Ozren^{Aff66, Aff173}; Posthuma, Danielle^{Aff14, Aff174}; Power, Christine^Aff160; Province, Michael A.^Aff95; Samani, Nilesh J.^{Aff34, Aff35}; Schlessinger, David^Aff60; Schmidt, Reinhold^Aff38; Sørensen, Thorkild I. A.^{Aff9, Aff70, Aff175}; Spector, Tim D.^Aff50; Stefansson, Kari^{Aff26, Aff69}; Thorsteinsdottir, Unnur^{Aff26, Aff69}; Thurik, A. Roy^{Aff1, Aff3, Aff176, Aff177}; Timpson, Nicholas J.^Aff70; Tiemeier, Henning^{Aff2, Aff178, Aff179}; Tung, Joyce Y.^Aff30; Uitterlinden, André G.^{Aff2, Aff180}; Vitart, Veronique^Aff42; Vollenweider, Peter^Aff117; Weir, David R.^Aff94; Wilson, James F.^{Aff42, Aff66}; Wright, Alan F.^Aff42; Conley, Dalton C.^{Aff181, Aff182}; Krueger, Robert F.^Aff6; Davey Smith, George^Aff70; Hofman, Albert^Aff2; Laibson, David I.^Aff4; Medland, Sarah E.^Aff48; Meyer, Michelle N.^Aff183; Yang, Jian^{Aff11, Aff93}; Johannesson, Magnus^Aff184; Visscher, Peter M.^{Aff11, Aff93, IDnature17671_cor252}; Esko, Tõnu^{Aff7, Aff8, Aff52, Aff185}; Koellinger, Philipp D.^{Aff3, Aff14, Aff15, IDnature17671_cor254}; Cesarini, David^{Aff18, Aff186, IDnature17671_cor255}; Benjamin, Daniel J.^{Aff5, IDnature17671_cor256}
Source:	Nature: International weekly journal of science. 533(7604):539-542
Database:	Springer Nature Journals