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Subcortical Brain Volume, Regional Cortical Thickness, and Cortical Surface Area Across Disorders: Findings From the ENIGMA ADHD, ASD, and OCD Working Groups
- Boedhoe, Premika SW;
- van Rooij, Daan;
- Hoogman, Martine;
- Twisk, Jos WR;
- Schmaal, Lianne;
- Abe, Yoshinari;
- Alonso, Pino;
- Ameis, Stephanie H;
- Anikin, Anatoly;
- Anticevic, Alan;
- Arango, Celso;
- Arnold, Paul D;
- Asherson, Philip;
- Assogna, Francesca;
- Auzias, Guillaume;
- Banaschewski, Tobias;
- Baranov, Alexander;
- Batistuzzo, Marcelo C;
- Baumeister, Sarah;
- Baur-Streubel, Ramona;
- Behrmann, Marlene;
- Bellgrove, Mark A;
- Benedetti, Francesco;
- Beucke, Jan C;
- Biederman, Joseph;
- Bollettini, Irene;
- Bose, Anushree;
- Bralten, Janita;
- Bramati, Ivanei E;
- Brandeis, Daniel;
- Brem, Silvia;
- Brennan, Brian P;
- Busatto, Geraldo F;
- Calderoni, Sara;
- Calvo, Anna;
- Calvo, Rosa;
- Castellanos, Francisco X;
- Cercignani, Mara;
- Chaim-Avancini, Tiffany M;
- Chantiluke, Kaylita C;
- Cheng, Yuqi;
- Cho, Kang Ik K;
- Christakou, Anastasia;
- Coghill, David;
- Conzelmann, Annette;
- Cubillo, Ana I;
- Dale, Anders M;
- Dallaspezia, Sara;
- Daly, Eileen;
- Denys, Damiaan;
- Deruelle, Christine;
- Di Martino, Adriana;
- Dinstein, Ilan;
- Doyle, Alysa E;
- Durston, Sarah;
- Earl, Eric A;
- Ecker, Christine;
- Ehrlich, Stefan;
- Ely, Benjamin A;
- Epstein, Jeffrey N;
- Ethofer, Thomas;
- Fair, Damien A;
- Fallgatter, Andreas J;
- Faraone, Stephen V;
- Fedor, Jennifer;
- Feng, Xin;
- Feusner, Jamie D;
- Fitzgerald, Jackie;
- Fitzgerald, Kate D;
- Fouche, Jean-Paul;
- Freitag, Christine M;
- Fridgeirsson, Egill A;
- Frodl, Thomas;
- Gabel, Matt C;
- Gallagher, Louise;
- Gogberashvili, Tinatin;
- Gori, Ilaria;
- Gruner, Patricia;
- Gürsel, Deniz A;
- Haar, Shlomi;
- Haavik, Jan;
- Hall, Geoffrey B;
- Harrison, Neil A;
- Hartman, Catharina A;
- Heslenfeld, Dirk J;
- Hirano, Yoshiyuki;
- Hoekstra, Pieter J;
- Hoexter, Marcelo Q;
- Hohmann, Sarah;
- Høvik, Marie F;
- Hu, Hao;
- Huyser, Chaim;
- Jahanshad, Neda;
- Jalbrzikowski, Maria;
- James, Anthony;
- Janssen, Joost;
- Jaspers-Fayer, Fern;
- Jernigan, Terry L;
- Kapilushniy, Dmitry;
- Kardatzki, Bernd;
- Karkashadze, Georgii;
- Kathmann, Norbert;
- Kaufmann, Christian;
- Kelly, Clare;
- Khadka, Sabin;
- King, Joseph A;
- Koch, Kathrin;
- Kohls, Gregor;
- Konrad, Kerstin;
- Kuno, Masaru;
- Kuntsi, Jonna;
- Kvale, Gerd;
- Kwon, Jun Soo;
- Lázaro, Luisa;
- Lera-Miguel, Sara;
- Lesch, Klaus-Peter;
- Hoekstra, Liesbeth;
- Liu, Yanni;
- Lochner, Christine;
- Louza, Mario R;
- Luna, Beatriz;
- Lundervold, Astri J;
- Malpas, Charles B;
- Marques, Paulo;
- Marsh, Rachel;
- Martínez-Zalacaín, Ignacio;
- Mataix-Cols, David;
- Mattos, Paulo;
- McCarthy, Hazel;
- McGrath, Jane;
- Mehta, Mitul A;
- Menchón, José M;
- Mennes, Maarten;
- Martinho, Mauricio Moller;
- Moreira, Pedro S;
- Morer, Astrid;
- Morgado, Pedro;
- Muratori, Filippo;
- Murphy, Clodagh M;
- Murphy, Declan GM;
- Nakagawa, Akiko;
- Nakamae, Takashi;
- Nakao, Tomohiro;
- Namazova-Baranova, Leyla;
- Narayanaswamy, Janardhanan C;
- Nicolau, Rosa;
- Nigg, Joel T;
- Novotny, Stephanie E;
- Nurmi, Erika L;
- Weiss, Eileen Oberwelland;
- O'Gorman Tuura, Ruth L;
- O'Hearn, Kirsten;
- O'Neill, Joseph;
- Oosterlaan, Jaap;
- Oranje, Bob;
- Paloyelis, Yannis;
- Parellada, Mara;
- Pauli, Paul;
- Perriello, Chris;
- Piacentini, John;
- Piras, Fabrizio;
- Piras, Federica;
- Plessen, Kerstin J;
- Puig, Olga;
- Ramos-Quiroga, J Antoni;
- Reddy, YC Janardhan;
- Reif, Andreas;
- Reneman, Liesbeth;
- Retico, Alessandra;
- Rosa, Pedro GP;
- Rubia, Katya;
- Rus, Oana Georgiana;
- Sakai, Yuki;
- Schrantee, Anouk;
- Schwarz, Lena;
- Schweren, Lizanne JS;
- Seitz, Jochen;
- Shaw, Philip;
- Shook, Devon;
- Silk, Tim J;
- Simpson, H Blair;
- Skokauskas, Norbert;
- Soliva Vila, Juan Carlos;
- Solovieva, Anastasia;
- Soreni, Noam;
- Soriano-Mas, Carles;
- Spalletta, Gianfranco;
- Stern, Emily R;
- Stevens, Michael C;
- Stewart, S Evelyn;
- Sudre, Gustavo;
- Szeszko, Philip R;
- Tamm, Leanne;
- Taylor, Margot J;
- Tolin, David F;
- Tosetti, Michela;
- Tovar-Moll, Fernanda;
- Tsuchiyagaito, Aki;
- van Erp, Theo GM;
- van Wingen, Guido A;
- Vance, Alasdair;
- Venkatasubramanian, Ganesan;
- Vilarroya, Oscar;
- Vives-Gilabert, Yolanda;
- von Polier, Georg G;
- Walitza, Susanne;
- Wallace, Gregory L;
- Wang, Zhen;
- Wolfers, Thomas;
- Yoncheva, Yuliya N;
- Yun, Je-Yeon;
- Zanetti, Marcus V;
- Zhou, Fengfeng;
- Ziegler, Georg C;
- Zierhut, Kathrin C;
- Zwiers, Marcel P;
- Thompson, Paul M;
- Stein, Dan J;
- Buitelaar, Jan;
- Franke, Barbara;
- van den Heuvel, Odile A
- et al.
Published Web Location
https://doi.org/10.1176/appi.ajp.2020.19030331Abstract
Objective
Attention deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), and obsessive-compulsive disorder (OCD) are common neurodevelopmental disorders that frequently co-occur. The authors sought to directly compare these disorders using structural brain imaging data from ENIGMA consortium data.Methods
Structural T1-weighted whole-brain MRI data from healthy control subjects (N=5,827) and from patients with ADHD (N=2,271), ASD (N=1,777), and OCD (N=2,323) from 151 cohorts worldwide were analyzed using standardized processing protocols. The authors examined subcortical volume, cortical thickness, and cortical surface area differences within a mega-analytical framework, pooling measures extracted from each cohort. Analyses were performed separately for children, adolescents, and adults, using linear mixed-effects models adjusting for age, sex, and site (and intracranial volume for subcortical and surface area measures).Results
No shared differences were found among all three disorders, and shared differences between any two disorders did not survive correction for multiple comparisons. Children with ADHD compared with those with OCD had smaller hippocampal volumes, possibly influenced by IQ. Children and adolescents with ADHD also had smaller intracranial volume than control subjects and those with OCD or ASD. Adults with ASD showed thicker frontal cortices compared with adult control subjects and other clinical groups. No OCD-specific differences were observed across different age groups and surface area differences among all disorders in childhood and adulthood.Conclusions
The study findings suggest robust but subtle differences across different age groups among ADHD, ASD, and OCD. ADHD-specific intracranial volume and hippocampal differences in children and adolescents, and ASD-specific cortical thickness differences in the frontal cortex in adults, support previous work emphasizing structural brain differences in these disorders.Many UC-authored scholarly publications are freely available on this site because of the UC's open access policies. Let us know how this access is important for you.
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