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GWAS of 126,559 Individuals Identifies Genetic Variants Associated with Educational Attainment

Author

Listed:
  • Hastie, Nicholas D.
  • van der Loos, Matthijs J. H. M.
  • Vitart, Veronique
  • Völzke, Henry
  • Wellmann, Jürgen
  • Yu, Lei
  • Zhao, Wei
  • Allik, Jüri
  • Attia, John R.
  • Bandinelli, Stefania
  • Bastardot, François
  • Beauchamp, Jonathan
  • Bennett, David A.
  • Berger, Klaus
  • Bierut, Laura J.
  • Boomsma, Dorret I.
  • Bültmann, Ute
  • Campbell, Harry
  • Chabris, Christopher
  • Cherkas, Lynn
  • Chung, Mina K.
  • Cucca, Francesco
  • de Andrade, Mariza
  • De Jager, Philip Lawrence
  • De Neve, Jan-Emmanuel
  • Deary, Ian J.
  • Dedoussis, George V.
  • Deloukas, Panos
  • Dimitriou, Maria
  • Eiríksdóttir, Guðný
  • Elderson, Martin F.
  • Eriksson, Johan G.
  • Evans, David M.
  • Faul, Jessica D.
  • Ferrucci, Luigi
  • Garcia, Melissa E.
  • Grönberg, Henrik
  • Guðnason, Vilmundur
  • Hall, Per
  • Harris, Juliette M.
  • Harris, Tamara B.
  • Heath, Andrew C.
  • Hernandez, Dena G.
  • Hoffmann, Wolfgang
  • Hofman, Adriaan
  • Holle, Rolf
  • Holliday, Elizabeth G.
  • Hottenga, Jouke-Jan
  • Iacono, William G.
  • Illig, Thomas
  • Järvelin, Marjo-Riitta
  • Kähönen, Mika
  • Kaprio, Jaakko
  • Kirkpatrick, Robert M.
  • Kowgier, Matthew
  • Latvala, Antti
  • Launer, Lenore J.
  • Lawlor, Debbie A.
  • Lehtimäki, Terho
  • Li, Jingmei
  • Lichtenstein, Paul
  • Lichtner, Peter
  • Liewald, David C.
  • Madden, Pamela A.
  • Magnusson, Patrik K. E.
  • Makinen, Tomi E.
  • Masala, Marco
  • McGue, Matt
  • Metspalu, Andres
  • Mielck, Andreas
  • Miller, Michael B.
  • Montgomery, Grant W.
  • Mukherjee, Sutapa
  • Nyholt, Dale R.
  • Oostra, Ben A.
  • Palmer, Lyle J.
  • Palotie, Aarno
  • Penninx, Brenda W. J. H.
  • Perola, Markus
  • Peyser, Patricia A.
  • Preisig, Martin
  • Räikkönen, Katri
  • Raitakari, Olli T.
  • Realo, Anu
  • Ring, Susan M.
  • Ripatti, Samuli
  • Rivadeneira, Fernando
  • Rudan, Igor
  • Rustichini, Aldo
  • Salomaa, Veikko
  • Sarin, Antti-Pekka
  • Schlessinger, David
  • Scott, Rodney J.
  • Snieder, Harold
  • St Pourcain, Beate
  • Starr, John M.
  • Sul, Jae Hoon
  • Surakka, Ida
  • Svento, Rauli
  • Teumer, Alexander
  • Tiemeier, Henning
  • van Rooij, Frank J. A.
  • Van Wagoner, David R.
  • Vartiainen, Erkki
  • Viikari, Jorma
  • Vollenweider, Peter
  • Vonk, Judith M.
  • Waeber, Gérard
  • Weir, David R.
  • Wichmann, H.-Erich
  • Widen, Elisabeth
  • Willemsen, Gonneke
  • Wilson, James F.
  • Wright, Alan F.
  • Conley, Dalton
  • Davey-Smith, George
  • Franke, Lude
  • Groenen, Patrick J. F.
  • Hofman, Albert
  • Johannesson, Magnus
  • Kardia, Sharon L. R.
  • Krueger, Robert F.
  • Laibson, David I.
  • Martin, Nicholas G.
  • Meyer, Michelle N.
  • Posthuma, Danielle
  • Thurik, A. Roy
  • Timpson, Nicholas J.
  • Uitterlinden, André G.
  • van Duijn, Cornelia M.
  • Visscher, Peter M.
  • Benjamin, Daniel J.
  • Cesarini, David
  • Koellinger, Philipp D.
  • Rietveld, Cornelius A.
  • Medland, Sarah E.
  • Derringer, Jaime
  • Yang, Jian
  • Esko, Tonu
  • Martin, Nicolas W.
  • Westra, Harm-Jan
  • Shakhbazov, Konstantin
  • Abdellaoui, Abdel
  • Agrawal, Arpana
  • Albrecht, Eva
  • Alizadeh, Behrooz Z.
  • Amin, Najaf
  • Barnard, John
  • Baumeister, Sebastian E.
  • Benke, Kelly S.
  • Bielak, Lawrence F.
  • Boatman, Jeffrey A.
  • Boyle, Patricia A.
  • Davies, Gail
  • de Leeuw, Christiaan
  • Eklund, Niina
  • Evans, Daniel S.
  • Ferhmann, Rudolf
  • Fischer, Krista
  • Gieger, Christian
  • Gjessing, HÃ¥kon K.
  • Hagg, Sara
  • Harris, Jennifer R.
  • Hayward, Caroline
  • Holzapfel, Christina
  • Ibrahim-Verbaas, Carla A.
  • Ingelsson, Erik
  • Jacobsson, Bo
  • Joshi, Peter K.
  • Jugessur, Astanand
  • Kaakinen, Marika
  • Kanoni, Stavroula
  • Karjalainen, Juha
  • Kolcic, Ivana
  • Kristiansson, Kati
  • Kutalik, Zoltán
  • Lahti, Jari
  • Lee, Sang H.
  • Lin, Peng
  • Lind, Penelope A.
  • Liu, Yongmei
  • Lohman, Kurt
  • Loitfelder, Marisa
  • McMahon, George
  • Vidal, Pedro Marques
  • Meirelles, Osorio
  • Milani, Lili
  • Myhre, Ronny
  • Nuotio, Marja-Liisa
  • Oldmeadow, Christopher J.
  • Petrovic, Katja E.
  • Peyrot, Wouter J.
  • PolaÅ¡ek, Ozren
  • Quaye, Lydia
  • Reinmaa, Eva
  • Rice, John P.
  • Rizzi, Thais S.
  • Schmidt, Helena
  • Schmidt, Reinhold
  • Smith, Albert V.
  • Smith, Jennifer A.
  • Tanaka, Toshiko
  • Terracciano, Antonio
Abstract
A genome-wide association study (GWAS) of educational attainment was conducted in a discovery sample of 101,069 individuals and a replication sample of 25,490. Three independent single-nucleotide polymorphisms (SNPs) are genome-wide significant (rs9320913, rs11584700, rs4851266), and all three replicate. Estimated effects sizes are small (coefficient of determination R2 ≈ 0.02%), approximately 1 month of schooling per allele. A linear polygenic score from all measured SNPs accounts for ≈2% of the variance in both educational attainment and cognitive function. Genes in the region of the loci have previously been associated with health, cognitive, and central nervous system phenotypes, and bioinformatics analyses suggest the involvement of the anterior caudate nucleus. These findings provide promising candidate SNPs for follow-up work, and our effect size estimates can anchor power analyses in social-science genetics.

Suggested Citation

  • Hastie, Nicholas D. & van der Loos, Matthijs J. H. M. & Vitart, Veronique & Völzke, Henry & Wellmann, Jürgen & Yu, Lei & Zhao, Wei & Allik, Jüri & Attia, John R. & Bandinelli, Stefania & Bastardot,, 2013. "GWAS of 126,559 Individuals Identifies Genetic Variants Associated with Educational Attainment," Scholarly Articles 13383543, Harvard University Department of Economics.
    • Handle: RePEc:hrv:faseco:13383543
    as

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    References listed on IDEAS

    as
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