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Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders
- Source :
- JAMA Psychiatry, JAMA Psychiatry, 2020, ⟨10.1001/jamapsychiatry.2020.2694⟩, JAMA Psychiatry, 78(1), 47-63. American Medical Association, Dipòsit Digital de la UB, Universidad de Barcelona, JAMA psychiatry 78(1), 47-(2021). doi:10.1001/jamapsychiatry.2020.2694, JAMA psychiatry, 78(1), 47-63. American Medical Association, JAMA Psychiatry, 78, 1, pp. 47-63, Jama psychiatry, 78(1), 47-63. AMER MEDICAL ASSOC, Digital.CSIC. Repositorio Institucional del CSIC, instname, r-IIB SANT PAU. Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau, Patel, Y, Parker, N, Shin, J, Howard, D, French, L, Thomopoulos, S I, Pozzi, E, Abe, Y, Abé, C, Anticevic, A, Alda, M, Aleman, A, Alloza, C, Alonso-Lana, S, Ameis, S H, Anagnostou, E, McIntosh, A A, Arango, C, Arnold, P D, Asherson, P, Assogna, F, Auzias, G, Ayesa-Arriola, R, Bakker, G, Banaj, N, Banaschewski, T, Bandeira, C E, Baranov, A, Bargalló, N, Bau, C H D, Baumeister, S, Baune, B T, Bellgrove, M A, Benedetti, F, Bertolino, A, Boedhoe, P S W, Boks, M, Bollettini, I, Del Mar Bonnin, C, Borgers, T, Borgwardt, S, Brandeis, D, Brennan, B P, Cubillo, A I, Daly, E, Kuntsi, J, Murphy, C M, Murphy, D, Paloyelis, Y & Rubia, K K 2020, ' Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders ', JAMA Psychiatry, vol. 78, no. 1, pp. 47-63 . https://doi.org/10.1001/jamapsychiatry.2020.2694, JAMA Psychiatry, Chicago, IL : American Medical Association, [2013]-, 2020, ⟨10.1001/jamapsychiatry.2020.2694⟩, r-IIB SANT PAU: Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau, Institut dInvestigació Biomèdica Sant Pau (IIB Sant Pau), Patel, Y, Parker, N, Shin, J, Howard, D, French, L, Thomopoulos, S I, Pozzi, E, Abe, Y, Abé, C, Anticevic, A, Alda, M, Aleman, A, Alloza, C, Alonso-Lana, S, Ameis, S H, Anagnostou, E, McIntosh, A A, Arango, C, Arnold, P D, Asherson, P, Assogna, F, Auzias, G, Ayesa-Arriola, R, Bakker, G, Banaj, N, Banaschewski, T, Bandeira, C E, Baranov, A, Bargalló, N, Bau, C H D, Baumeister, S, Baune, B T, Bellgrove, M A, Benedetti, F, Bertolino, A, Boedhoe, P S W, Boks, M, Bollettini, I, Del Mar Bonnin, C, Borgers, T, Borgwardt, S, Brandeis, D, Brennan, B P, Bruggemann, J M, Bülow, R, Busatto, G F, Calderoni, S, Calhoun, V D, Calvo, R, Canales-Rodríguez, E J, Cannon, D M, Carr, V J, Cascella, N, Cercignani, M, Chaim-Avancini, T M, Christakou, A, Coghill, D, Conzelmann, A, Crespo-Facorro, B, Cubillo, A I, Cullen, K R, Cupertino, R B, Daly, E, Dannlowski, U, Davey, C G, Denys, D, Deruelle, C, Di Giorgio, A, Dickie, E W, Dima, D, Dohm, K, Ehrlich, S, Ely, B A, Erwin-Grabner, T, Ethofer, T, Fair, D A, Fallgatter, A J, Faraone, S V, Fatjó-Vilas, M, Fedor, J M, Fitzgerald, K D, Ford, J M, Frodl, T, Fu, C H Y, Fullerton, J M, Gabel, M C, Glahn, D C, Roberts, G, Gogberashvili, T, Goikolea, J M, Gotlib, I H, Goya-Maldonado, R, Grabe, H J, Green, M J, Grevet, E H, Groenewold, N A, Grotegerd, D, Gruber, O, Gruner, P, Guerrero-Pedraza, A, Gur, R E, Gur, R C, Haar, S, Haarman, B C M, Haavik, J, Hahn, T, Hajek, T, Harrison, B J, Harrison, N A, Hartman, C A, Whalley, H C, Heslenfeld, D J, Hibar, D P, Hilland, E, Hirano, Y, Ho, T C, Hoekstra, P J, Hoekstra, L, Hohmann, S, Hong, L E, Höschl, C, Høvik, M F, Howells, F M, Nenadic, I, Jalbrzikowski, M, James, A C, Janssen, J, Jaspers-Fayer, F, Xu, J, Jonassen, R, Karkashadze, G, King, J A, Kircher, T, Kirschner, M, Koch, K, Kochunov, P, Kohls, G, Konrad, K, Krämer, B, Krug, A, Kuntsi, J, Kwon, J S, Landén, M, Landrø, N I, Lazaro, L, Lebedeva, I S, Leehr, E J, Lera-Miguel, S, Lesch, K-P, Lochner, C, Louza, M R, Luna, B, Lundervold, A J, Macmaster, F P, Maglanoc, L A, Malpas, C B, Portella, M J, Marsh, R, Martyn, F M, Mataix-Cols, D, Mathalon, D H, McCarthy, H, McDonald, C, McPhilemy, G, Meinert, S, Menchón, J M, Minuzzi, L, Mitchell, P B, Moreno, C, Morgado, P, Muratori, F, Murphy, C M, Murphy, D, Mwangi, B, Nabulsi, L, Nakagawa, A, Nakamae, T, Namazova, L, Narayanaswamy, J, Jahanshad, N, Nguyen, D D, Nicolau, R, O'Gorman Tuura, R L, O'Hearn, K, Oosterlaan, J, Opel, N, Ophoff, R A, Oranje, B, García De La Foz, V O, Overs, B J, Paloyelis, Y, Pantelis, C, Parellada, M, Pauli, P, Picó-Pérez, M, Picon, F A, Piras, F, Piras, F, Plessen, K J, Pomarol-Clotet, E, Preda, A, Puig, O, Quidé, Y, Radua, J, Ramos-Quiroga, J A, Rasser, P E, Rauer, L, Reddy, J, Redlich, R, Reif, A, Reneman, L, Repple, J, Retico, A, Richarte, V, Richter, A, Rosa, P G P, Rubia, K K, Hashimoto, R, Sacchet, M D, Salvador, R, Santonja, J, Sarink, K, Sarró, S, Satterthwaite, T D, Sawa, A, Schall, U, Schofield, P R, Schrantee, A, Seitz, J, Serpa, M H, Setién-Suero, E, Shaw, P, Shook, D, Silk, T J, Sim, K, Simon, S, Simpson, H B, Singh, A, Skoch, A, Skokauskas, N, Soares, J C, Soreni, N, Soriano-Mas, C, Spalletta, G, Spaniel, F, Lawrie, S M, Stern, E R, Stewart, S E, Takayanagi, Y, Temmingh, H S, Tolin, D F, Tomecek, D, Tordesillas-Gutiérrez, D, Tosetti, M, Uhlmann, A, Van Amelsvoort, T, Van Der Wee, N J A, Van Der Werff, S J A, Van Haren, N E M, Van Wingen, G A, Vance, A, Vázquez-Bourgon, J, Vecchio, D, Venkatasubramanian, G, Vieta, E, Vilarroya, O, Vives-Gilabert, Y, Voineskos, A N, Völzke, H, Von Polier, G G, Walton, E, Weickert, T W, Weickert, C S, Weideman, A S, Wittfeld, K, Wolf, D H, Wu, M-J, Yang, T T, Yang, K, Yoncheva, Y, Yun, J-Y, Cheng, Y, Zanetti, M V, Ziegler, G C, Franke, B, Hoogman, M, Buitelaar, J K, Van Rooij, D, Andreassen, O A, Ching, C R K, Veltman, D J, Schmaal, L, Stein, D J, Van Den Heuvel, O A, Turner, J A, Van Erp, T G M, Pausova, Z, Thompson, P M & Paus, T 2021, ' Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders ', JAMA Psychiatry, vol. 78, no. 1, pp. 47-63 . https://doi.org/10.1001/jamapsychiatry.2020.2694, 2020, ' Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders ', JAMA Psychiatry . https://doi.org/10.1001/jamapsychiatry.2020.2694, Patel, Y, Parker, N, Shin, J, Howard, D, French, L, Thomopoulos, S I, Pozzi, E, Abe, Y, Abé, C, Anticevic, A, Alda, M, Aleman, A, Alloza, C, Alonso-Lana, S, Ameis, S H, Anagnostou, E, McIntosh, A A, Arango, C, Arnold, P D, Asherson, P, Assogna, F, Auzias, G, Ayesa-Arriola, R, Bakker, G, Banaj, N, Banaschewski, T, Bandeira, C E, Baranov, A, Bargalló, N R, Bau, C H D, Baumeister, S, Baune, B T, Bellgrove, M A, Benedetti, F, Bertolino, A, Boedhoe, P S W, Boks, M, Bollettini, I, del Mar Bonnin, C, Borgers, T, Borgwardt, S, Brandeis, D, Brennan, B P, Bruggemann, J M, Bülow, R, Busatto, G F, Calderoni, S, Calhoun, V D, Calvo, R, Canales-Rodríguez, E J, Cannon, D M, Carr, V J, Cascella, N, Cercignani, M, Chaim-Avancini, T M, Christakou, A, Coghill, D, Conzelmann, A, Crespo-Facorro, B, Cubillo, A I, Cullen, K R, Cupertino, R B, Daly, E, Dannlowski, U, Davey, C G, Denys, D, Deruelle, C, di Giorgio, A, Dickie, E W, Dima, D, Dohm, K, Ehrlich, S, Ely, B A, Erwin-Grabner, T, Ethofer, T, Fair, D A, Fallgatter, A J, Faraone, S V, Fatjó-Vilas, M, Fedor, J M, Fitzgerald, K D, Ford, J M, Frodl, T, Fu, C H Y, Fullerton, J M, Gabel, M C, Glahn, D C, Roberts, G, Gogberashvili, T, Goikolea, J M, Gotlib, I H, Goya-Maldonado, R, Grabe, H J, Green, M J, Grevet, E H, Groenewold, N A, Grotegerd, D, Gruber, O, Gruner, P, Guerrero-Pedraza, A, Gur, R E, Gur, R C, Haar, S, Haarman, B C M, Haavik, J, Hahn, T, Hajek, T, Harrison, B J, Harrison, N A, Hartman, C A, Whalley, H C, Heslenfeld, D J, Hibar, D P, Hilland, E, Hirano, Y, Ho, T C, Hoekstra, P J, Hoekstra, L, Hohmann, S, Hong, L E, Höschl, C, Høvik, M F, Howells, F M, Nenadic, I, Jalbrzikowski, M, James, A C, Janssen, J, Jaspers-Fayer, F, Xu, J, Jonassen, R, Karkashadze, G, King, J A, Kircher, T, Kirschner, M, Koch, K, Kochunov, P, Kohls, G, Konrad, K, Krämer, B, Krug, A, Kuntsi, J, Kwon, J S, Landén, M, Landrø, N I, Lazaro, L, Lebedeva, I S, Leehr, E J, Lera-Miguel, S, Lesch, K-P, Lochner, C, Louza, M R, Luna, B, Lundervold, A J, Macmaster, F P, Maglanoc, L A, Malpas, C B, Portella, M J, Marsh, R, Martyn, F M, Mataix-Cols, D, Mathalon, D H, McCarthy, H, McDonald, C, McPhilemey, G, Meinert, S, Menchón, J M, Minuzzi, L, Mitchell, P B, Moreno, C, Morgado, P, Muratori, F, Murphy, C M, Murphy, D, Mwangi, B, Nabulsi, L, Nakagawa, A, Nakamae, T, Namazova, L, Narayanaswamy, J, Jahanshad, N, Nguyen, D D, Nicolau, R, O'Gorman Tuura, R L, O'Hearn, K, Oosterlaan, J, Opel, N, Ophoff, R A, Oranje, B, García de la Foz, V O, Overs, B J, Paloyelis, Y, Pantelis, C, Parellada, M, Pauli, P, Picó-Pérez, M, Picon, F A, Piras, F, Piras, F, Plessen, K J, Pomarol-Clotet, E, Preda, A, Puig, O, Quidé, Y, Radua, J, Ramos-Quiroga, J A, Rasser, P E, Rauer, L, Reddy, J, Redlich, R, Reif, A, Reneman, L, Repple, J, Retico, A, Richarte, V, Richter, A, Rosa, P G P, Rubia, K K, Hashimoto, R, Sacchet, M D, Salvador, R, Santonja, J, Sarink, K, Sarró, S, Satterthwaite, T D, Sawa, A, Schall, U, Schofield, P R, Schrantee, A, Seitz, J, Serpa, M H, Setién-Suero, E, Shaw, P, Shook, D, Silk, T J, Sim, K, Simon, S, Simpson, H B, Singh, A, Skoch, A, Skokauskas, N, Soares, J C, Soreni, N, Soriano-Mas, C, Spalletta, G, Spaniel, F, Lawrie, S M, Stern, E R, Stewart, S E, Takayanagi, Y, Temmingh, H S, Tolin, D F, Tomecek, D, Tordesillas-Gutiérrez, D, Tosetti, M, Uhlmann, A, van Amelsvoort, T, van der Wee, N J A, van der Werff, S J A, van Haren, N E M, van Wingen, G A, Vance, A, Vázquez-Bourgon, J, Vecchio, D, Venkatasubramanian, G, Vieta, E, Vilarroya, O, Vives-Gilabert, Y, Voineskos, A N, Völzke, H, von Polier, G G, Walton, E, Weickert, T W, Weickert, C S, Weideman, A S, Wittfeld, K, Wolf, D H, Wu, M-J, Yang, T T, Yang, K, Yoncheva, Y, Yun, J-Y, Cheng, Y, Zanetti, M V, Ziegler, G C, Franke, B, Hoogman, M, Buitelaar, J K, van Rooij, D, Andreassen, O A, Ching, C R K, Veltman, D J, Schmaal, L, Stein, D J, van den Heuvel, O A, Turner, J A, van Erp, T G M, Pausova, Z, Thompson, P M & Paus, T 2021, ' Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders ', JAMA Psychiatry, vol. 78, no. 1, pp. 47-63 . https://doi.org/10.1001/jamapsychiatry.2020.2694, JAMA Psychiatry, 78(1), 47-63. AMER MEDICAL ASSOC, JAMA Psychiatry, 78, 47-63
- Publication Year :
- 2021
- Publisher :
- American Medical Association, 2021.
-
Abstract
- [Importance] Large-scale neuroimaging studies have revealed group differences in cortical thickness across many psychiatric disorders. The underlying neurobiology behind these differences is not well understood.<br />[Objective] To determine neurobiologic correlates of group differences in cortical thickness between cases and controls in 6 disorders: attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), bipolar disorder (BD), major depressive disorder (MDD), obsessive-compulsive disorder (OCD), and schizophrenia.<br />[Design, Setting, and Participants] Profiles of group differences in cortical thickness between cases and controls were generated using T1-weighted magnetic resonance images. Similarity between interregional profiles of cell-specific gene expression and those in the group differences in cortical thickness were investigated in each disorder. Next, principal component analysis was used to reveal a shared profile of group difference in thickness across the disorders. Analysis for gene coexpression, clustering, and enrichment for genes associated with these disorders were conducted. Data analysis was conducted between June and December 2019. The analysis included 145 cohorts across 6 psychiatric disorders drawn from the ENIGMA consortium. The numbers of cases and controls in each of the 6 disorders were as follows: ADHD: 1814 and 1602; ASD: 1748 and 1770; BD: 1547 and 3405; MDD: 2658 and 3572; OCD: 2266 and 2007; and schizophrenia: 2688 and 3244.<br />[Main Outcomes and Measures] Interregional profiles of group difference in cortical thickness between cases and controls.<br />[Results] A total of 12 721 cases and 15 600 controls, ranging from ages 2 to 89 years, were included in this study. Interregional profiles of group differences in cortical thickness for each of the 6 psychiatric disorders were associated with profiles of gene expression specific to pyramidal (CA1) cells, astrocytes (except for BD), and microglia (except for OCD); collectively, gene-expression profiles of the 3 cell types explain between 25% and 54% of variance in interregional profiles of group differences in cortical thickness. Principal component analysis revealed a shared profile of difference in cortical thickness across the 6 disorders (48% variance explained); interregional profile of this principal component 1 was associated with that of the pyramidal-cell gene expression (explaining 56% of interregional variation). Coexpression analyses of these genes revealed 2 clusters: (1) a prenatal cluster enriched with genes involved in neurodevelopmental (axon guidance) processes and (2) a postnatal cluster enriched with genes involved in synaptic activity and plasticity-related processes. These clusters were enriched with genes associated with all 6 psychiatric disorders.<br />[Conclusions and Relevance] In this study, shared neurobiologic processes were associated with differences in cortical thickness across multiple psychiatric disorders. These processes implicate a common role of prenatal development and postnatal functioning of the cerebral cortex in these disorders.
- Subjects :
- Male
Obsessive-Compulsive Disorder
Bipolar Disorder
Autism Spectrum Disorder
Autism
[SDV]Life Sciences [q-bio]
Gene Expression
cytology [Cerebral Cortex]
Cohort Studies
Fetal Development
physiology [Gene Expression]
2738 Psychiatry and Mental Health
0302 clinical medicine
diagnostic imaging [Cerebral Cortex]
SCHIZOPHRENIA
BRAIN
Child
Obsessive-compulsive disorder (OCD)
Original Investigation
Aged, 80 and over
Cerebral Cortex
0303 health sciences
pathology [Depressive Disorder, Major]
Principal Component Analysis
Adolescent psychiatry
10058 Department of Child and Adolescent Psychiatry
Middle Aged
diagnostic imaging [Obsessive-Compulsive Disorder]
REGIONS
Magnetic Resonance Imaging
3. Good health
FALSE DISCOVERY RATE
Psychiatry and Mental health
Autism spectrum disorder
Schizophrenia
growth & development [Cerebral Cortex]
Child, Preschool
Major depressive disorder
diagnostic imaging [Schizophrenia]
Esquizofrènia
Female
Psiquiatria infantil
Psiquiatria de l'adolescència
diagnostic imaging [Autism Spectrum Disorder]
Adult
medicine.medical_specialty
Adolescent
Human Development
610 Medicine & health
diagnostic imaging [Bipolar Disorder]
pathology [Autism Spectrum Disorder]
diagnostic imaging [Depressive Disorder, Major]
03 medical and health sciences
Young Adult
All institutes and research themes of the Radboud University Medical Center
Neuroimaging
SDG 3 - Good Health and Well-being
CEREBRAL-CORTEX
Child psychiatry
medicine
Attention deficit hyperactivity disorder
Humans
Bipolar disorder
ddc:610
Psychiatry
pathology [Schizophrenia]
030304 developmental biology
Aged
Depressive Disorder, Major
Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7]
business.industry
DENDRITE
Computational Biology
Correction
pathology [Attention Deficit Disorder with Hyperactivity]
physiology [Fetal Development]
medicine.disease
PATHOLOGY
pathology [Bipolar Disorder]
pathology [Obsessive-Compulsive Disorder]
10036 Medical Clinic
Attention Deficit Disorder with Hyperactivity
10054 Clinic for Psychiatry, Psychotherapy, and Psychosomatics
Case-Control Studies
DENSITY
ORIGINS
HIPPOCAMPUS
diagnostic imaging [Attention Deficit Disorder with Hyperactivity]
pathology [Cerebral Cortex]
Autisme
business
Neuroscience
030217 neurology & neurosurgery
physiology [Human Development]
Subjects
Details
- Language :
- English
- ISSN :
- 2168622X and 21686238
- Database :
- OpenAIRE
- Journal :
- JAMA Psychiatry, JAMA Psychiatry, 2020, ⟨10.1001/jamapsychiatry.2020.2694⟩, JAMA Psychiatry, 78(1), 47-63. American Medical Association, Dipòsit Digital de la UB, Universidad de Barcelona, JAMA psychiatry 78(1), 47-(2021). doi:10.1001/jamapsychiatry.2020.2694, JAMA psychiatry, 78(1), 47-63. American Medical Association, JAMA Psychiatry, 78, 1, pp. 47-63, Jama psychiatry, 78(1), 47-63. AMER MEDICAL ASSOC, Digital.CSIC. Repositorio Institucional del CSIC, instname, r-IIB SANT PAU. Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau, Patel, Y, Parker, N, Shin, J, Howard, D, French, L, Thomopoulos, S I, Pozzi, E, Abe, Y, Abé, C, Anticevic, A, Alda, M, Aleman, A, Alloza, C, Alonso-Lana, S, Ameis, S H, Anagnostou, E, McIntosh, A A, Arango, C, Arnold, P D, Asherson, P, Assogna, F, Auzias, G, Ayesa-Arriola, R, Bakker, G, Banaj, N, Banaschewski, T, Bandeira, C E, Baranov, A, Bargalló, N, Bau, C H D, Baumeister, S, Baune, B T, Bellgrove, M A, Benedetti, F, Bertolino, A, Boedhoe, P S W, Boks, M, Bollettini, I, Del Mar Bonnin, C, Borgers, T, Borgwardt, S, Brandeis, D, Brennan, B P, Cubillo, A I, Daly, E, Kuntsi, J, Murphy, C M, Murphy, D, Paloyelis, Y & Rubia, K K 2020, ' Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders ', JAMA Psychiatry, vol. 78, no. 1, pp. 47-63 . https://doi.org/10.1001/jamapsychiatry.2020.2694, JAMA Psychiatry, Chicago, IL : American Medical Association, [2013]-, 2020, ⟨10.1001/jamapsychiatry.2020.2694⟩, r-IIB SANT PAU: Repositorio Institucional de Producción Científica del Instituto de Investigación Biomédica Sant Pau, Institut dInvestigació Biomèdica Sant Pau (IIB Sant Pau), Patel, Y, Parker, N, Shin, J, Howard, D, French, L, Thomopoulos, S I, Pozzi, E, Abe, Y, Abé, C, Anticevic, A, Alda, M, Aleman, A, Alloza, C, Alonso-Lana, S, Ameis, S H, Anagnostou, E, McIntosh, A A, Arango, C, Arnold, P D, Asherson, P, Assogna, F, Auzias, G, Ayesa-Arriola, R, Bakker, G, Banaj, N, Banaschewski, T, Bandeira, C E, Baranov, A, Bargalló, N, Bau, C H D, Baumeister, S, Baune, B T, Bellgrove, M A, Benedetti, F, Bertolino, A, Boedhoe, P S W, Boks, M, Bollettini, I, Del Mar Bonnin, C, Borgers, T, Borgwardt, S, Brandeis, D, Brennan, B P, Bruggemann, J M, Bülow, R, Busatto, G F, Calderoni, S, Calhoun, V D, Calvo, R, Canales-Rodríguez, E J, Cannon, D M, Carr, V J, Cascella, N, Cercignani, M, Chaim-Avancini, T M, Christakou, A, Coghill, D, Conzelmann, A, Crespo-Facorro, B, Cubillo, A I, Cullen, K R, Cupertino, R B, Daly, E, Dannlowski, U, Davey, C G, Denys, D, Deruelle, C, Di Giorgio, A, Dickie, E W, Dima, D, Dohm, K, Ehrlich, S, Ely, B A, Erwin-Grabner, T, Ethofer, T, Fair, D A, Fallgatter, A J, Faraone, S V, Fatjó-Vilas, M, Fedor, J M, Fitzgerald, K D, Ford, J M, Frodl, T, Fu, C H Y, Fullerton, J M, Gabel, M C, Glahn, D C, Roberts, G, Gogberashvili, T, Goikolea, J M, Gotlib, I H, Goya-Maldonado, R, Grabe, H J, Green, M J, Grevet, E H, Groenewold, N A, Grotegerd, D, Gruber, O, Gruner, P, Guerrero-Pedraza, A, Gur, R E, Gur, R C, Haar, S, Haarman, B C M, Haavik, J, Hahn, T, Hajek, T, Harrison, B J, Harrison, N A, Hartman, C A, Whalley, H C, Heslenfeld, D J, Hibar, D P, Hilland, E, Hirano, Y, Ho, T C, Hoekstra, P J, Hoekstra, L, Hohmann, S, Hong, L E, Höschl, C, Høvik, M F, Howells, F M, Nenadic, I, Jalbrzikowski, M, James, A C, Janssen, J, Jaspers-Fayer, F, Xu, J, Jonassen, R, Karkashadze, G, King, J A, Kircher, T, Kirschner, M, Koch, K, Kochunov, P, Kohls, G, Konrad, K, Krämer, B, Krug, A, Kuntsi, J, Kwon, J S, Landén, M, Landrø, N I, Lazaro, L, Lebedeva, I S, Leehr, E J, Lera-Miguel, S, Lesch, K-P, Lochner, C, Louza, M R, Luna, B, Lundervold, A J, Macmaster, F P, Maglanoc, L A, Malpas, C B, Portella, M J, Marsh, R, Martyn, F M, Mataix-Cols, D, Mathalon, D H, McCarthy, H, McDonald, C, McPhilemy, G, Meinert, S, Menchón, J M, Minuzzi, L, Mitchell, P B, Moreno, C, Morgado, P, Muratori, F, Murphy, C M, Murphy, D, Mwangi, B, Nabulsi, L, Nakagawa, A, Nakamae, T, Namazova, L, Narayanaswamy, J, Jahanshad, N, Nguyen, D D, Nicolau, R, O'Gorman Tuura, R L, O'Hearn, K, Oosterlaan, J, Opel, N, Ophoff, R A, Oranje, B, García De La Foz, V O, Overs, B J, Paloyelis, Y, Pantelis, C, Parellada, M, Pauli, P, Picó-Pérez, M, Picon, F A, Piras, F, Piras, F, Plessen, K J, Pomarol-Clotet, E, Preda, A, Puig, O, Quidé, Y, Radua, J, Ramos-Quiroga, J A, Rasser, P E, Rauer, L, Reddy, J, Redlich, R, Reif, A, Reneman, L, Repple, J, Retico, A, 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Vieta, E, Vilarroya, O, Vives-Gilabert, Y, Voineskos, A N, Völzke, H, von Polier, G G, Walton, E, Weickert, T W, Weickert, C S, Weideman, A S, Wittfeld, K, Wolf, D H, Wu, M-J, Yang, T T, Yang, K, Yoncheva, Y, Yun, J-Y, Cheng, Y, Zanetti, M V, Ziegler, G C, Franke, B, Hoogman, M, Buitelaar, J K, van Rooij, D, Andreassen, O A, Ching, C R K, Veltman, D J, Schmaal, L, Stein, D J, van den Heuvel, O A, Turner, J A, van Erp, T G M, Pausova, Z, Thompson, P M & Paus, T 2021, ' Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders ', JAMA Psychiatry, vol. 78, no. 1, pp. 47-63 . https://doi.org/10.1001/jamapsychiatry.2020.2694, JAMA Psychiatry, 78(1), 47-63. AMER MEDICAL ASSOC, JAMA Psychiatry, 78, 47-63
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