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Genome-wide analyses of individual differences in quantitatively assessed reading- and language-related skills in up to 34,000 people.

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gitlab.gwdg.de/else.eising/genlang_quantitative_trait_gwasma

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Tools found in the code: cowplot, data.table, ggplot2, ggseg, Plotly, reshape2, tidyverse

Overview

Authors: Else Eising, Nazanin Mirza-Schreiber, Eveline L de Zeeuw, Carol A Wang, Dongnhu T Truong, Andrea G Allegrini, Chin Yang Shapland, Gu Zhu, Karen G Wigg, Margot L Gerritse, Barbara Molz, Gökberk Alagöz, Alessandro Gialluisi, Filippo Abbondanza, Kaili Rimfeld, Marjolein van Donkelaar, Zhijie Liao, Philip R Jansen, Till F M Andlauer, Timothy C Bates
and 75 other authorsManon Bernard, Kirsten Blokland, Milene Bonte, Anders D Børglum, Thomas Bourgeron, Daniel Brandeis, Fabiola Ceroni, Valéria Csépe, Philip S Dale, Peter F de Jong, John C DeFries, Jean-François Démonet, Ditte Demontis, Yu Feng, Scott D Gordon, Sharon L Guger, Marianna E Hayiou-Thomas, Juan A Hernández-Cabrera, Jouke-Jan Hottenga, Charles Hulme, Juha Kere, Elizabeth N Kerr, Tanner Koomar, Karin Landerl, Gabriel T Leonard, Maureen W Lovett, Heikki Lyytinen, Nicholas G Martin, Angela Martinelli, Urs Maurer, Jacob J Michaelson, Kristina Moll, Anthony P Monaco, Angela T Morgan, Markus M Nöthen, Zdenka Pausova, Craig E Pennell, Bruce F Pennington, Kaitlyn M Price, Veera M Rajagopal, Franck Ramus, Louis Richer, Nuala H Simpson, Shelley D Smith, Margaret J Snowling, John Stein, Lisa J Strug, Joel B Talcott, Henning Tiemeier, Marc P van der Schroeff, Ellen Verhoef, Kate E Watkins, Margaret Wilkinson, Margaret J Wright, Cathy L Barr, Dorret I Boomsma, Manuel Carreiras, Marie-Christine J Franken, Jeffrey R Gruen, Michelle Luciano, Bertram Müller-Myhsok, Dianne F Newbury, Richard K Olson, Silvia Paracchini, Tomáš Paus, Robert Plomin, Sheena Reilly, Gerd Schulte-Körne, J Bruce Tomblin, Elsje van Bergen, Andrew J O Whitehouse, Erik G Willcutt, Beate St Pourcain, Clyde Francks, Simon E Fisher
Published: 23 August 2022
Type: Research article
Status: code verified (how the code is found and verified)
License: CC BY
Institutions: Max Planck Institute for Psycholinguistics (Netherlands), Helmholtz Munich (Germany), Vrije Universiteit Amsterdam (Netherlands), Hunter Medical Research Institute (Australia), University of Newcastle Australia (Australia), Yale University (United States), King's College London (United Kingdom), University of Bristol (United Kingdom), MRC Integrative Epidemiology Unit (United Kingdom), QIMR Berghofer Medical Research Institute (Australia), University Health Network (Canada), Krembil Research Institute (Canada), University of Insubria (Italy), Istituto Neurologico Mediterraneo (Italy), Max Planck Institute of Psychiatry (Germany), University of St Andrews (United Kingdom), Royal Holloway University of London (United Kingdom), University of Toronto (Canada), Erasmus MC (Netherlands), Amsterdam Neuroscience (Netherlands), Amsterdam University Medical Centers (Netherlands), Amsterdam UMC Location Vrije Universiteit Amsterdam (Netherlands), TUM Klinikum (Germany), Technical University of Munich (Germany), University of Edinburgh (United Kingdom), Hospital for Sick Children (Canada), Maastricht University (Netherlands), Aarhus University (Denmark), Lundbeck Foundation (Denmark), Centre National de la Recherche Scientifique (France), Institut Pasteur (France), Université Paris Cité (France), Gènes, synapses et cognition (France), University of Zurich (Switzerland), Heidelberg University (Germany), ETH Zurich (Switzerland), Central Institute of Mental Health (Germany), Medizinische Fakultät Mannheim (Germany), Psychiatrische Universitätsklinik Zürich (Switzerland), Oxford Brookes University (United Kingdom), University of Bologna (Italy), University of Pannonia (Hungary), HUN-REN Research Centre for Natural Sciences (Hungary), University of New Mexico (United States), University of Amsterdam (Netherlands), University of Colorado Boulder (United States), Centre Hospitalier Universitaire Vaudois (Switzerland), University of Lausanne (Switzerland), University of York (United Kingdom), University of Oxford (United Kingdom), University of Helsinki (Finland), Karolinska Institutet (Sweden), Folkhälsans Forskningscentrum (Finland), University of Iowa (United States), University of Graz (Austria), BioTechMed-Graz (Austria), McGill University (Canada), University of Jyväskylä (Finland), Chinese University of Hong Kong (Hong Kong SAR China), LMU Klinikum (Germany), Ludwig-Maximilians-Universität München (Germany), Tufts University (United States), Royal Children's Hospital (Australia), The University of Melbourne (Australia), Murdoch Children's Research Institute (Australia), University Hospital Bonn (Germany), John Hunter Hospital (Australia), University of Denver (United States), Université Paris Sciences et Lettres (France), École Normale Supérieure - PSL (France), Laboratoire de Sciences Cognitives et Psycholinguistique (France), École des hautes études en sciences sociales (France), Université du Québec à Chicoutimi (Canada), University of Nebraska Medical Center (United States), Centre for Applied Genomics (Canada), Aston University (United Kingdom), Harvard University (United States), Erasmus University Rotterdam (Netherlands), The University of Queensland (Australia), Ikerbasque (Spain), University of the Basque Country (Spain), Basque Center on Cognition, Brain and Language (Spain), University of Liverpool (United Kingdom), Centre Hospitalier Universitaire Sainte-Justine (Canada), Université de Montréal (Canada), Griffith University (Australia), The Kids Research Institute Australia (Australia), The University of Western Australia (Australia), Radboud University Nijmegen (Netherlands), Donders Institute for Brain, Cognition and Behaviour (Netherlands), Radboud University Medical Center (Netherlands)

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