1. Excitatory/inhibitory imbalance in autism: the role of glutamate and GABA gene-sets in symptoms and cortical brain structure
- Author
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Hollestein, Viola, Poelmans, Geert, Forde, Natalie J, Beckmann, Christian F, Ecker, Christine, Mann, Caroline, Schäfer, Tim, Moessnang, Carolin, Baumeister, Sarah, Banaschewski, Tobias, Bourgeron, Thomas, Loth, Eva, Dell'Acqua, Flavio, Murphy, Declan GM, Puts, Nicolaas A, Tillmann, Julian, Charman, Tony, Jones, Emily JH, Mason, Luke, Ambrosino, Sara, Holt, Rosemary, Bölte, Sven, Buitelaar, Jan K, Naaijen, Jilly, Hollestein, Viola [0000-0002-6326-4172], Poelmans, Geert [0000-0001-7039-6985], Banaschewski, Tobias [0000-0003-4595-1144], Loth, Eva [0000-0001-9458-9167], Murphy, Declan GM [0000-0002-6664-7451], Puts, Nicolaas A [0000-0003-1024-1927], Charman, Tony [0000-0003-1993-6549], Bölte, Sven [0000-0002-4579-4970], Buitelaar, Jan K [0000-0001-8288-7757], Apollo - University of Cambridge Repository, Donders Institute for Brain, Cognition and Behaviour, Radboud University [Nijmegen], Radboud University Medical Center [Nijmegen], Goethe-Universität Frankfurt am Main, King‘s College London, Universität Heidelberg [Heidelberg] = Heidelberg University, Génétique humaine et fonctions cognitives - Human Genetics and Cognitive Functions (GHFC (UMR_3571 / U-Pasteur_1)), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Sackler Institute of Translational Neurodevelopment [London], F. Hoffmann-La Roche [Basel], University of London [London], Utrecht University [Utrecht], University of Cambridge [UK] (CAM), Karolinska Institutet [Stockholm], Curtin University [Perth], Planning and Transport Research Centre (PATREC), Karakter Child and Adolescent Psychiatry University Centre [Nijmegen], This work has been supported by the EU-AIMS (European Autism Interventions) and AIMS-2-TRIALS programmes which receive support from Innovative Medicines Initiative Joint Undertaking Grant No. 115300 and 777394, the resources of which are composed of financial contributions from the European Union’s FP7 and Horizon2020 Programmes, and from the European Federation of Pharmaceutical Industries and Associations (EFPIA) companies’ in-kind contributions, and AUTISM SPEAKS, Autistica and SFARI, by the Horizon2020 supported programme CANDY Grant No. 847818 and a Veni grant from the Netherlands organization for scientific research (NWO) under grant number VI.Veni.194.032 awarded to JN. The funders had no role in the design of the study, in the collection, analyses, or interpretation of data, in the writing of the manuscript, or in the decision to publish the results. Any views expressed are those of the authors and not necessarily those of the funders., European Project: 115300,EC:FP7:SP1-JTI,IMI-JU-03-2010,EU-AIMS(2012), European Project: 777394,H2020-JTI-IMI2-2016-10-two-stage,AIMS-2-TRIALS(2018), and European Project: 101069276,CANDY
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Adult ,Male ,Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7] ,Adolescent ,Autism Spectrum Disorder ,article ,Glutamic Acid ,Brain ,692/699/476/1373 ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,All institutes and research themes of the Radboud University Medical Center ,692/53 ,59/57 ,Humans ,Female ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,Autistic Disorder ,631/378 ,Transcriptome ,gamma-Aminobutyric Acid ,Biological Psychiatry - Abstract
Funder: AIMS-2TRIALS/EU-AIMS which receive support from Innovative Medicines Initiative Joint Undertaking grant numbers 115300 and 777394, Funder: Horizon2020 CANDY programme grant number 847818, Funder: Dutch NWO Veni grant grant number VI.Veni.194.032, The excitatory/inhibitory (E/I) imbalance hypothesis posits that imbalance between excitatory (glutamatergic) and inhibitory (GABAergic) mechanisms underlies the behavioral characteristics of autism. However, how E/I imbalance arises and how it may differ across autism symptomatology and brain regions is not well understood. We used innovative analysis methods-combining competitive gene-set analysis and gene-expression profiles in relation to cortical thickness (CT) to investigate relationships between genetic variance, brain structure and autism symptomatology of participants from the AIMS-2-TRIALS LEAP cohort (autism = 359, male/female = 258/101; neurotypical control participants = 279, male/female = 178/101) aged 6-30 years. Using competitive gene-set analyses, we investigated whether aggregated genetic variation in glutamate and GABA gene-sets could be associated with behavioral measures of autism symptoms and brain structural variation. Further, using the same gene-sets, we corelated expression profiles throughout the cortex with differences in CT between autistic and neurotypical control participants, as well as in separate sensory subgroups. The glutamate gene-set was associated with all autism symptom severity scores on the Autism Diagnostic Observation Schedule-2 (ADOS-2) and the Autism Diagnostic Interview-Revised (ADI-R) within the autistic group. In adolescents and adults, brain regions with greater gene-expression of glutamate and GABA genes showed greater differences in CT between autistic and neurotypical control participants although in opposing directions. Additionally, the gene expression profiles were associated with CT profiles in separate sensory subgroups. Our results suggest complex relationships between E/I related genetics and autism symptom profiles as well as brain structure alterations, where there may be differential roles for glutamate and GABA.
- Published
- 2023
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