Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries
Authors
Luis M García-Marín, Adrian I Campos, Santiago Diaz-Torres, Jill A Rabinowitz, Zuriel Ceja, Brittany L Mitchell, Katrina L Grasby, Jackson G Thorp, Ingrid Agartz, Saud Alhusaini, David Ames, Philippe Amouyel, Ole A Andreassen, Konstantinos Arfanakis, Alejandro Arias-Vasquez, Nicola J Armstrong, Lavinia Athanasiu, Mark E Bastin, Alexa S Beiser, David A Bennett, Joshua C Bis, Marco P M Boks, Dorret I Boomsma, Henry Brodaty, Rachel M Brouwer, Jan K Buitelaar, Ralph Burkhardt, Wiepke Cahn, Vince D Calhoun, Owen T Carmichael, Mallar Chakravarty, Qiang Chen, Christopher R K Ching, Sven Cichon, Benedicto Crespo-Facorro, Fabrice Crivello, Anders M Dale, George Davey Smith, Eco J C de Geus, Philip L De Jager, Greig I de Zubicaray, Stéphanie Debette, Charles DeCarli, Chantal Depondt, Sylvane Desrivières, Srdjan Djurovic, Stefan Ehrlich, Susanne Erk, Thomas Espeseth, Guillén Fernández, Irina Filippi, Simon E Fisher, Debra A Fleischman, Evan Fletcher, Myriam Fornage, Andreas J Forstner, Clyde Francks, Barbara Franke, Tian Ge, Aaron L Goldman, Hans J Grabe, Robert C Green, Oliver Grimm, Nynke A Groenewold, Oliver Gruber, Vilmundur Gudnason, Asta K Håberg, Unn K Haukvik, Andreas Heinz, Derrek P Hibar, Saima Hilal, Jayandra J Himali, Beng-Choon Ho, David F Hoehn, Pieter J Hoekstra, Edith Hofer, Wolfgang Hoffmann, Avram J Holmes, Georg Homuth, Norbert Hosten, M Kamran Ikram, Jonathan C Ipser, Clifford R Jack, Neda Jahanshad, Erik G Jönsson, Rene S Kahn, Ryota Kanai, Marieke Klein, Maria J Knol, Lenore J Launer, Stephen M Lawrie, Stephanie Le Hellard, Phil H Lee, Hervé Lemaître, Shuo Li, David C M Liewald, Honghuang Lin, W T Longstreth, Oscar L Lopez, Michelle Luciano, Pauline Maillard, Andre F Marquand, Nicholas G Martin, Jean-Luc Martinot, Karen A Mather, Venkata S Mattay, Katie L McMahon, Patrizia Mecocci, Ingrid Melle, Andreas Meyer-Lindenberg, Nazanin Mirza-Schreiber, Yuri Milaneschi, Thomas H Mosley, Thomas W Mühleisen, Bertram Müller-Myhsok, Susana Muñoz Maniega, Matthias Nauck, Kwangsik Nho, Wiro J Niessen, Markus M Nöthen, Paul A Nyquist, Jaap Oosterlaan, Massimo Pandolfo, Tomas Paus, Zdenka Pausova, Brenda W J H Penninx, G Bruce Pike, Bruce M Psaty, Benno Pütz, Simone Reppermund, Marcella D Rietschel, Shannon L Risacher, Nina Romanczuk-Seiferth, Rafael Romero-Garcia, Gennady V Roshchupkin, Jerome I Rotter, Perminder S Sachdev, Philipp G Sämann, Arvin Saremi, Muralidharan Sargurupremraj, Andrew J Saykin, Lianne Schmaal, Helena Schmidt, Reinhold Schmidt, Peter R Schofield, Markus Scholz, Gunter Schumann, Emanuel Schwarz, Li Shen, Jean Shin, Sanjay M Sisodiya, Albert V Smith, Jordan W Smoller, Hilkka S Soininen, Vidar M Steen, Dan J Stein, Jason L Stein, Sophia I Thomopoulos, Arthur W Toga, Diana Tordesillas-Gutiérrez, Julian N Trollor, Maria C Valdes-Hernandez, Dennis van T Ent, Hans van Bokhoven, Dennis van der Meer, Nic J A van der Wee, Javier Vázquez-Bourgon, Dick J Veltman, Meike W Vernooij, Arno Villringer, Louis N Vinke, Henry Völzke, Henrik Walter, Joanna M Wardlaw, Daniel R Weinberger, Michael W Weiner, Wei Wen, Lars T Westlye, Eric Westman, Tonya White, A Veronica Witte, Christiane Wolf, Jingyun Yang, Marcel P Zwiers, M Arfan Ikram, Sudha Seshadri, Paul M Thompson, Claudia L Satizabal, Sarah E Medland, Miguel E Rentería
Nat Genet. 2024 Oct 21. doi: 10.1038/s41588-024-01951-z. Online ahead of print.
ABSTRACT
Subcortical brain structures are involved in developmental, psychiatric and neurological disorders. Here we performed genome-wide association studies meta-analyses of intracranial and nine subcortical brain volumes (brainstem, caudate nucleus, putamen, hippocampus, globus pallidus, thalamus, nucleus accumbens, amygdala and the ventral diencephalon) in 74,898 participants of European ancestry. We identified 254 independent loci associated with these brain volumes, explaining up to 35% of phenotypic variance. We observed gene expression in specific neural cell types across differentiation time points, including genes involved in intracellular signaling and brain aging-related processes. Polygenic scores for brain volumes showed predictive ability when applied to individuals of diverse ancestries. We observed causal genetic effects of brain volumes with Parkinson's disease and attention-deficit/hyperactivity disorder. Findings implicate specific gene expression patterns in brain development and genetic variants in comorbid neuropsychiatric disorders, which could point to a brain substrate and region of action for risk genes implicated in brain diseases.
