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Genetic Determinants of Cortical Structure (Thickness, Surface Area and Volumes) among Disease Free Adults in the CHARGE Consortium

Authors
Edith Hofer,Gennady Roshchupkin
Hieab Adams,Maria Knol,Honghuang Lin,Shuo Li,Habil Zare,Shahzad Ahmad,Nicola Armstrong,Claudia Satizabal,Manon Bernard,Joshua Bis,Nathan Gillespie,Michelle Luciano,Aniket Mishra,Markus Scholz,Alexander Teumer,Rui Xia,Xueqiu Jian,Thomas Mosley,Yasaman Saba,Lukas Pirpamer,Stephan Seiler,James Becker,Owen Carmichael,Jerome Rotter,Bruce Psaty,Oscar Lopez,Najaf Amin,Sven Lee,Qiong Yang,Jayandra Himali,Pauline Maillard,Alexa Beiser,Charles DeCarli,Sherif Karama,Lindsay Lewis,Mat Harris,Mark Bastin,BH Smith,A.Veronica Witte,Frauke Beyer,Markus Loeffler,Karen Mather,Peter Schofield,Anbupalam Thalamuthu,John Kwok,Margaret Wright,David Ames,Julian Trollor,Jiyang Jiang,Henry Brodaty,Wei Wen,Meike Vernooij,Albert Hofman,André Uitterlinden,Wiro Niessen,Katharina Wittfeld,Robin Bülow,Uwe Völker,Zdenka Pausova,G. Pike,Sophie Maingault,Fabrice Crivello,Christophe Tzourio,Philippe Amouye,Bernard Mazoyer,Michael Neale,Carol Franz,Michael Lyons,Matthew Panizzon,Ole Andreassen,Anders Dale,Mark Logue,Katrina Grasby,Neda Jahanshad,Jodie Painter,Lucia Colodro-Conde,Janita Bralten,Derrek Hibar,Penelope Lind,Fabrizio Pizzagalli,Jason Stein,Paul Thompson,Sarah Medland,Ivana Kolčić,Tian Xie,Oscar López,Qi Yang,Mathew Harris,Ian Deary,Wen Wang,Rita Christopher,Ingrid Agartz,Dag Alnæs,Inge Amlien,Micael Andersson,Tyler Ard,Allison Ashley‐Koch,Rachel Brouwer,Elizabeth Buimer,Christian Bürger,Dara Cannon,M. Chakravarty,Qiang Chen,Joshua Cheung,Baptiste Couvy‐Duchesne,Shareefa Dalvie,Tânia Araujo,Greig Zubicaray,Sonja Zwarte,Anouk Braber,Nhat Doan,Katharina Dohm,Stefan Ehrlich,Hannah-Ruth Engelbrecht,Susanne Erk,Chun Fan,Iryna Fedko,Sonya Foley,Judith Ford,Masaki Fukunaga,Melanie Garrett,Tian Ge,Sudheer Giddaluru,Aaron Goldman,Nynke Groenewold,Dominik Grotegerd,Tiril Gurholt,Boris Gutman,Narelle Hansell,Marc Harrison,Courtney Haswell,Michael Hauser,Stefan Herms,Dirk Heslenfeld,New Ho,David Hoehn,Per Hoffmann,Laurena Holleran,Martine Hoogman,Jouke Hottenga,Nakao Iwata,Deborah Janowitz,Iris Jansen,Tianye Jia,Christiane Jockwitz,Ryota Kanai,Dalia Kasperavičiūtė,Tobias Kaufmann,Sinéad Kelly,Masataka Kikuchi,Marieke Klein,Michael Knapp,Annchen Knodt,Bernd Krämer,Max Lam,T. Lancaster,Phil Lee,Tristram Lett,Íscia Lopes‐Cendes,Fabìo Macciardi,André Marquand,Samuel Mathias,Tracy Melzer,Yuri Milaneschi,Nazanin Mirza‐Schreiber,José Moreira,Thomas Mühleisen,Bertram Müller-Myhsok,Pablo Najt,Soichiro Nakahara,Kwangsik Nho,Loes Loohuis,Dimitri Orfanos,John Pearson,Toni Pitcher,Benno Pütz,Anjanibhargavi Ragothaman,Faisal Rashid,Redlich Ronny,Céline Reinbold,Jonathan Repple,Geneviève Richard,Brandalyn Riedel,Shannon Risacher,Cristiane Rocha,Nina Mota,Lauren Salminen,Arvin Saremi,Laurel Beckett,Fenja Schlag,Lianne Schmaal,Rodrigo Secolin,Chin Shapland,Li Shen,Jean Shin,Elena Shumskaya,Ida Sønderby,Emma Sprooten,Lachlan Strike,Katherine Tansey,Sophia Thomopoulos,Diana Tordesillas‐Gutiérrez,Jessica Turner,Anne Uhlmann,Costanza Vallerga,Dennis Meer,Marjolein Donkelaar,Liza Eijk,Theo Erp,Neeltje Haren,Daan Rooij,Marie‐José Tol,Jan Veldink,Ellen Verhoef,Esther Walton,Mingyuan Wang,Yunpeng Wang,Joanna Wardlaw,Lars Westlye,Christopher Whelan,Stephanie Witt,Christiane Wolf,Thomas Wolfers,Clarissa Yasuda,Dario Zaremba,Zuo Zhang,Alyssa Zhu,Marcel Zwiers,Éric Artiges,Amelia Assareh,Rosa Ayesa‐Arriola,Ayşenil Belger,Christine Brandt,Gregory Brown,Sven Cichon,Joanne Curran,Gareth Davies,Franziska Degenhardt,Bruno Dietsche,Srdjan Djurovic,Colin Doherty,Ryan Espiritu,Daniel Garijo,Yolanda Gil,Penny Gowland,Robert Green,Alexander Häusler,Walter Heindel,Beng-Choon Ho,Wolfgang Hoffmann,Florian Holsboer,Jun Liu,Norbert Hosten,MiHyun Jang,Andreas Jansen,Knut Kolskår,Sanne Koops,Axel Krug,Kelvin Lim,Jurjen Luykx,Daniel Mathalon,Venkata Mattay,Sarah Matthews,Jaqueline Son,Sarah McEwen,Ingrid Melle,Derek Morris,Bryon Mueller,Matthias Nauck,Jan Nordvik,Markus Nöthen,Daniel O’Leary,Nils Opel,Marie-Laure Martinot,Adrian Preda,Erin Quinlan,Varun Ratnakar,Simone Reppermund,Vidar Steen,Fábio Torres,Dick Veltman,James Voyvodic,Robert Whelan,Tonya White,Hidenaga Yamamori,Marina Alvim,Tim Anderson,Alejandro Vásquez,Bernhard Baune,John Blangero,Dorret Boomsma,Han Brunner,Randy Buckner,Jan Buitelaar,Juan Bustillo,Wiepke Cahn,Vince Calhoun,Xavier Caseras,Svenja Caspers,Gianpiero Cavalleri,Fernando Cendes,Aiden Corvin,Benedicto Crespo‐Facorro,John Dalrymple‐Alford,Udo Dannlowski,Eco Geus,Norman Delanty,Chantal Depondt,Sylvane Desrivières,Gary Donohoe,Thomas Espeseth,Guillén Fernández,Simon Fisher,Herta Flor,Andreas Forstner,Clyde Francks,Barbara Franke,David Glahn,Randy Gollub,Hans‐Jörgen Grabe,Oliver Gruber,Asta Håberg,Ahmad Hariri,Catharina Hartman,Ryota Hashimoto,Lorenz Deserno,Manon Hillegers,Pieter Hoekstra,Avram Holmes,L. Hong,William Hopkins,Hilleke Pol,Terry Jernigan,Erik Jönsson,René Kahn,Martin Kennedy,Tilo Kircher,Peter Kochunov,Stéphanie Hellard,Jean Martinot,Colm McDonald,Katie McMahon,Andreas Meyer‐Lindenberg,Rajendra Morey,Lars Nyberg,Jaap Oosterlaan,Roel Ophoff,Tomáš Paus,Brenda Penninx,Tinca Polderman,Daniëlle Posthuma,Marcella Rietschel,Joshua Roffman,Laura Rowland,Perminder Sachdev,Philipp Sämann,Jiayuan Xu,Kang Sim,Sanjay Sisodiya,Jordan Smoller,Iris Sommer,Beaté Pourcain,Dan Stein,Arthur Toga,Nic Wee,Dennis Ent,Henrik Walter,Bernd Weber,Daniel Weinberger,Juan Zhou,William Kremen,Arno Villringer,Cornelia Duijn,W. Longstreth,Myriam Fornage,Stéphanie Debette,M. Ikram,Claudia Satizábal,A. Witte,Zdenka Pausová,Philippe Amouyel,Matthew Senjem,Lucía Colodro‐Conde,R.K. Christopher,Bouchez Agnes,Natalia Shatokhina,Leo Zsembik,Saud Alhusaini,Marcio Almeida,Nicholas Martin
+390 authors
,Sudha Seshadri
Published
Sep 9, 2018
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Abstract

Abstract Cortical thickness, surface area and volumes (MRI cortical measures) vary with age and cognitive function, and in neurological and psychiatric diseases. We examined heritability, genetic correlations and genome-wide associations of cortical measures across the whole cortex, and in 34 anatomically predefined regions. Our discovery sample comprised 22,822 individuals from 20 cohorts within the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium and the United Kingdom Biobank. Significant associations were replicated in the Enhancing Neuroimaging Genetics through Meta-analysis (ENIGMA) consortium, and their biological implications explored using bioinformatic annotation and pathway analyses. We identified genetic heterogeneity between cortical measures and brain regions, and 161 genome-wide significant associations pointing to wnt/β-catenin, TGF-β and sonic hedgehog pathways. There was enrichment for genes involved in anthropometric traits, hindbrain development, vascular and neurodegenerative disease and psychiatric conditions. These data are a rich resource for studies of the biological mechanisms behind cortical development and aging.

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