Genetic architecture of subcortical brain structures in 38,851 individuals

Claudia L. Satizabal*, Hieab H.H. Adams, Derrek P. Hibar, Charles C. White, Maria J. Knol, Jason L. Stein, Markus Scholz, Muralidharan Sargurupremraj, Neda Jahanshad, Gennady V. Roshchupkin, Albert V. Smith, Joshua C. Bis, Xueqiu Jian, Michelle Luciano, Edith Hofer, Alexander Teumer, Sven J. van der Lee, Jingyun Yang, Lisa R. Yanek, Tom V. LeeShuo Li, Yanhui Hu, Jia Yu Koh, John D. Eicher, Sylvane Desrivières, Alejandro Arias-Vasquez, Ganesh Chauhan, Lavinia Athanasiu, Miguel E. Rentería, Sungeun Kim, David Hoehn, Nicola J. Armstrong, Qiang Chen, Avram J. Holmes, Anouk den Braber, Iwona Kloszewska, Micael Andersson, Thomas Espeseth, Oliver Grimm, Lucija Abramovic, Saud Alhusaini, Yuri Milaneschi, Martina Papmeyer, Tomas Axelsson, Stefan Ehrlich, Roberto Roiz-Santiañez, Bernd Kraemer, Asta K. Håberg, Hannah J. Jones, G. Bruce Pike, Dan J. Stein, Allison Stevens, Janita Bralten, Meike W. Vernooij, Tamara B. Harris, Irina Filippi, A. Veronica Witte, Tulio Guadalupe, Katharina Wittfeld, Thomas H. Mosley, James T. Becker, Nhat Trung Doan, Saskia P. Hagenaars, Yasaman Saba, Gabriel Cuellar-Partida, Najaf Amin, Saima Hilal, Kwangsik Nho, Nazanin Mirza-Schreiber, Konstantinos Arfanakis, Diane M. Becker, David Ames, Aaron L. Goldman, Phil H. Lee, Dorret I. Boomsma, Simon Lovestone, Sudheer Giddaluru, Stephanie Le Hellard, Manuel Mattheisen, Marc M. Bohlken, Dalia Kasperaviciute, Lianne Schmaal, Stephen M. Lawrie, Ingrid Agartz, Esther Walton, Diana Tordesillas-Gutierrez, Gareth E. Davies, Jean Shin, Jonathan C. Ipser, Louis N. Vinke, Martine Hoogman, Tianye Jia, Ralph Burkhardt, Marieke Klein, Fabrice Crivello, Deborah Janowitz, Owen Carmichael, Unn K. Haukvik, Benjamin S. Aribisala, Helena Schmidt, Lachlan T. Strike, Ching Yu Cheng, Shannon L. Risacher, Benno Pütz, Debra A. Fleischman, Amelia A. Assareh, Venkata S. Mattay, Randy L. Buckner, Patrizia Mecocci, Anders M. Dale, Sven Cichon, Marco P. Boks, Mar Matarin, Brenda W.J.H. Penninx, Vince D. Calhoun, M. Mallar Chakravarty, Andre F. Marquand, Christine Macare, Shahrzad Kharabian Masouleh, Jaap Oosterlaan, Philippe Amouyel, Katrin Hegenscheid, Jerome I. Rotter, Andrew J. Schork, David C.M. Liewald, Greig I. de Zubicaray, Tien Yin Wong, Li Shen, Philipp G. Sämann, Henry Brodaty, Joshua L. Roffman, Eco J.C. de Geus, Magda Tsolaki, Susanne Erk, Kristel R. van Eijk, Gianpiero L. Cavalleri, Nic J.A. van der Wee, Andrew M. McIntosh, Randy L. Gollub, Kazima B. Bulayeva, Manon Bernard, Jennifer S. Richards, Jayandra J. Himali, Markus Loeffler, Nanda Rommelse, Wolfgang Hoffmann, Lars T. Westlye, Maria C. Valdés Hernández, Narelle K. Hansell, Theo G.M. van Erp, Christiane Wolf, John B.J. Kwok, Bruno Vellas, Andreas Heinz, Loes M. Olde Loohuis, Norman Delanty, Beng Choon Ho, Christopher R.K. Ching, Elena Shumskaya, Baljeet Singh, Albert Hofman, Dennis van der Meer, Georg Homuth, Bruce M. Psaty, Mark E. Bastin, Grant W. Montgomery, Tatiana M. Foroud, Simone Reppermund, Jouke Jan Hottenga, Andrew Simmons, Andreas Meyer-Lindenberg, Wiepke Cahn, Christopher D. Whelan, Marjolein M.J. van Donkelaar, Qiong Yang, Norbert Hosten, Robert C. Green, Anbupalam Thalamuthu, Sebastian Mohnke, Hilleke E. Hulshoff Pol, Honghuang Lin, Clifford R. Jack, Peter R. Schofield, Thomas W. Mühleisen, Pauline Maillard, Steven G. Potkin, Wei Wen, Evan Fletcher, Arthur W. Toga, Oliver Gruber, Matthew Huentelman, George Davey Smith, Lenore J. Launer, Lars Nyberg, Erik G. Jönsson, Benedicto Crespo-Facorro, Nastassja Koen, Douglas N. Greve, André G. Uitterlinden, Daniel R. Weinberger, Vidar M. Steen, Iryna O. Fedko, Nynke A. Groenewold, Wiro J. Niessen, Roberto Toro, Christophe Tzourio, William T. Longstreth, M. Kamran Ikram, Jordan W. Smoller, Marie Jose van Tol, Jessika E. Sussmann, Tomas Paus, Hervé Lemaître, Matthias L. Schroeter, Bernard Mazoyer, Ole A. Andreassen, Florian Holsboer, Chantal Depondt, Dick J. Veltman, Jessica A. Turner, Zdenka Pausova, Gunter Schumann, Daan van Rooij, Srdjan Djurovic, Ian J. Deary, Katie L. McMahon, Bertram Müller-Myhsok, Rachel M. Brouwer, Hilkka Soininen, Massimo Pandolfo, Thomas H. Wassink, Joshua W. Cheung, Thomas Wolfers, Jean Luc Martinot, Marcel P. Zwiers, Matthias Nauck, Ingrid Melle, Nicholas G. Martin, Ryota Kanai, Eric Westman, René S. Kahn, Sanjay M. Sisodiya, Tonya White, Arvin Saremi, Hans van Bokhoven, Han G. Brunner, Henry Völzke, Margaret J. Wright, Dennis van ‘t Ent, Markus M. Nöthen, Roel A. Ophoff, Jan K. Buitelaar, Guillén Fernández, Perminder S. Sachdev, Marcella Rietschel, Neeltje E.M. van Haren, Simon E. Fisher, Alexa S. Beiser, Clyde Francks, Andrew J. Saykin, Karen A. Mather, Nina Romanczuk-Seiferth, Catharina A. Hartman, Anita L. DeStefano, Dirk J. Heslenfeld, Michael W. Weiner, Henrik Walter, Pieter J. Hoekstra, Paul A. Nyquist, Barbara Franke, David A. Bennett, Hans J. Grabe, Andrew D. Johnson, Christopher Chen, Cornelia M. van Duijn, Oscar L. Lopez, Myriam Fornage, Joanna M. Wardlaw, Reinhold Schmidt, Charles DeCarli, Philip L. De Jager, Arno Villringer, Stéphanie Debette, Vilmundur Gudnason, Sarah E. Medland, Joshua M. Shulman, Paul M. Thompson, Sudha Seshadri, M. Arfan Ikram

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

179 Scopus citations

Abstract

Subcortical brain structures are integral to motion, consciousness, emotions and learning. We identified common genetic variation related to the volumes of the nucleus accumbens, amygdala, brainstem, caudate nucleus, globus pallidus, putamen and thalamus, using genome-wide association analyses in almost 40,000 individuals from CHARGE, ENIGMA and UK Biobank. We show that variability in subcortical volumes is heritable, and identify 48 significantly associated loci (40 novel at the time of analysis). Annotation of these loci by utilizing gene expression, methylation and neuropathological data identified 199 genes putatively implicated in neurodevelopment, synaptic signaling, axonal transport, apoptosis, inflammation/infection and susceptibility to neurological disorders. This set of genes is significantly enriched for Drosophila orthologs associated with neurodevelopmental phenotypes, suggesting evolutionarily conserved mechanisms. Our findings uncover novel biology and potential drug targets underlying brain development and disease.

Original languageEnglish
Pages (from-to)1624-1636
Number of pages13
JournalNature Genetics
Volume51
Issue number11
DOIs
StatePublished - 1 Nov 2019
Externally publishedYes

Funding

FundersFunder number
Fresenius Medical Care North America
South African Medical Research Council
Eli Lilly and Company
Sackler Trust
Medical Research Foundation
Janssen Pharmaceuticals
Canadian HIV Trials Network, Canadian Institutes of Health Research
Fonds De La Recherche Scientifique - FNRS
Pfizer
Burroughs Wellcome Fund
National Center for Advancing Translational SciencesUL1TR000153
National Institute of Mental HealthK99MH102357, 5R01MH094524, R01MH117601, R01MH111671, K99MH116115, P20GM103472
National Center for Research ResourcesNIH 1 U24 RR021992, NIH 1 U24 RR025736-01, C06RR029965
Not addedVeni grant 91619115, 024.001.006
National Institute on AgingK01 AG049050, R01AG033193, U01AG046161, P30 AG010133, R01AG053960, R01 AG019771, AG047866, R01AG059874, R01AG050631, R03AG054936, U01AG052409, RF1 AG041915, R56 AG058854, U01 AG024904, R01AG017917, P01 AG026572, R01 AG061788, T32AG058507, R01AG015819
National Institute of Neurological Disorders and StrokeR01NS087541
Mrs Gladys Row Fogo Charitable TrustBROD.FID3668413
Medical Research CouncilMC_PC_17228, G1001245, MR/M013111/1
Alzheimer's AssociationAARF-17-532877
National Health and Medical Research CouncilAPP1095127, 1037196, 1102821
U.S. National Library of MedicineR01LM012535
Michael J. Fox Foundation for Parkinson's Research14848
Horizon 2020 Framework Programme640643, 643417
Deutsche ForschungsgemeinschaftWI 3342/3-1
Norges Forskningsråd223273, 248778, 262656, 275054
National Medical Research CouncilCSA-SI/0012/2017
Instituto de Salud Carlos IIIPI14/00918
UK Research and InnovationMC_UU_00011/1

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