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Dzinalija N, Vriend C, Waller L, Simpson HB, Ivanov I, Agarwal SM, Alonso P, Backhausen LL, Balachander S, Broekhuizen A, Castelo-Branco M, Costa AD, Cui H, Denys D, Duarte IC, Eng GK, Erk S, Fitzsimmons SMDD, Ipser J, Jaspers-Fayer F, de Joode NT, Kim M, Koch K, Kwon JS, van Leeuwen W, Lochner C, van Marle HJF, Martinez-Zalacain I, Menchon JM, Morgado P, Narayanaswamy JC, Olivier IS, Picó-Pérez M, Postma TS, Rodriguez-Manrique D, Roessner V, Rus-Oswald OG, Shivakumar V, Soriano-Mas C, Stern ER, Stewart SE, van der Straten AL, Sun B, Thomopoulos SI, Veltman DJ, Vetter NC, Visser H, Voon V, Walter H, van der Werf YD, van Wingen G, Stein DJ, Thompson PM, Veer IM, van den Heuvel OA. Negative valence in Obsessive-Compulsive Disorder: A worldwide mega-analysis of task-based functional neuroimaging data of the ENIGMA-OCD consortium. Biol Psychiatry 2024:S0006-3223(24)01819-5. [PMID: 39725297 DOI: 10.1016/j.biopsych.2024.12.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 12/11/2024] [Accepted: 12/12/2024] [Indexed: 12/28/2024]
Abstract
OBJECTIVE Obsessive-compulsive disorder (OCD) is associated with altered brain function related to processing of negative emotions. To investigate neural correlates of negative valence in OCD, we pooled fMRI data of 633 individuals with OCD and 453 healthy controls from 16 studies using different negatively-valenced tasks across the ENIGMA-OCD Working-Group. METHODS Participant data were processed uniformly using HALFpipe, to extract voxelwise participant-level statistical images of one common first-level contrast: negative vs. neutral stimuli. In pre-registered analyses, parameter estimates were entered into Bayesian multilevel models to examine whole-brain and regional effects of OCD and its clinically relevant features - symptom severity, age of onset, and medication status. RESULTS We provided a proof-of-concept that participant-level data can be combined across several task paradigms and observed one common task activation pattern across individuals with OCD and controls that encompasses fronto-limbic and visual areas implicated in negative valence. Compared to controls, individuals with OCD showed very strong evidence of weaker activation of the bilateral occipital cortex (P+<0.001) and adjacent visual processing regions during negative valence processing that was related to greater OCD severity, late-onset of disease and an unmedicated status. Individuals with OCD also showed stronger activation in the orbitofrontal, subgenual anterior cingulate and ventromedial prefrontal cortex (all P+<0.1) that was related to greater OCD severity and late onset. CONCLUSION In the first mega-analysis of this kind, we replicate previous findings of stronger ventral prefrontal activation in OCD during negative valence processing and highlight the lateral occipital cortex as an important region implicated in altered negative valence processing.
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Affiliation(s)
- Nadza Dzinalija
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands.
| | - Chris Vriend
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands
| | - Lea Waller
- Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences CCM, Berlin, Germany
| | - H Blair Simpson
- Columbia University Irving Medical College, Columbia University, New York, NY, U.S.A; Center for OCD and Related Disorders, New York State Psychiatric Institute
| | - Iliyan Ivanov
- Icahn School of Medicine at Mount Sinai, New York, NY, U.S.A
| | - Sri Mahavir Agarwal
- OCD clinic, Department of Psychiatry, National Institute of Mental Health And Neurosciences (NIMHANS), Bangalore, India; Schizophrenia Division, CAMH and Department of Psychiatry, University of Toronto
| | - Pino Alonso
- Department of Psychiatry, Bellvitge Biomedical Research Institute-IDIBELL, Barcelona, Spain; Department of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain; CIBERSAM, Carlos III Health Institute, Madrid, Spain
| | - Lea L Backhausen
- Department of Child and Adolescent Psychiatry, Faculty of Medicine of the Technische Universität Dresden, Germany
| | - Srinivas Balachander
- OCD clinic, Department of Psychiatry, National Institute of Mental Health And Neurosciences (NIMHANS), Bangalore, India
| | - Aniek Broekhuizen
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands; Mental Healthcare Institue Geestelijke Gezondheidszorg (GGZ) Centraal, Amersfoort, the Netherlands
| | - Miguel Castelo-Branco
- CIBIT/ICNAS-Univeristy of Coimbra, Portugal; Faculty of Medicine, Univ of Coimbra, Portugal
| | - Ana Daniela Costa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; Clinical Academic Center - Braga, Braga, Portugal
| | - Hailun Cui
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Damiaan Denys
- Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | | | - Goi Khia Eng
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY; Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY
| | - Susanne Erk
- Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences CCM, Berlin, Germany
| | - Sophie M D D Fitzsimmons
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands
| | - Jonathan Ipser
- Department of Psychiatry and Mental Health and Neuroscience Institute, Brain Behaviour Unit, University of Cape Town, Cape Town, South Africa
| | - Fern Jaspers-Fayer
- Department of Psychiatry, Faculty of Medicine, University of British Columbia; BC Children's Hosptial Research Institute
| | - Niels T de Joode
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands
| | - Minah Kim
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea
| | - Kathrin Koch
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich
| | - Jun Soo Kwon
- Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea; Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, Republic of Korea
| | - Wieke van Leeuwen
- Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Arkin Mental Health Care, Amsterdam, The Netherlands
| | - Christine Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Hein J F van Marle
- Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
| | - Ignacio Martinez-Zalacain
- Schizophrenia Division, CAMH and Department of Psychiatry, University of Toronto; Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907, Barcelona, Spain
| | - Jose M Menchon
- Department of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain; Department of Psychiatry, Bellvitge Biomedical Research Institute-IDIBELL, Barcelona, Spain; CIBERSAM, Carlos III Health Institute, Madrid, Spain
| | - Pedro Morgado
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; Clinical Academic Center - Braga, Braga, Portugal
| | - Janardhanan C Narayanaswamy
- Faculty of Health, School of Medicine, Deakin University, Australia; OCD clinic, Department of Psychiatry, National Institute of Mental Health And Neurosciences (NIMHANS), Bangalore, India; Goulburn Valley Health, Shepparton, VIC, Australia
| | - Ian S Olivier
- Department of Psychiatry and Mental Health and Neuroscience Institute, Brain Behaviour Unit, University of Cape Town, Cape Town, South Africa
| | - Maria Picó-Pérez
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; Departamento de Psicología Básica, Clínica y Psicobiología, Universitat Jaume I, Castellón de la Plana, Spain
| | - Tjardo S Postma
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands; GGZ inGeest Mental Health Care, Amsterdam, The Netherlands
| | - Daniela Rodriguez-Manrique
- Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Technical University of Munich
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry, Faculty of Medicine of the Technische Universität Dresden, Germany
| | | | - Venkataram Shivakumar
- OCD clinic, Department of Psychiatry, National Institute of Mental Health And Neurosciences (NIMHANS), Bangalore, India
| | - Carles Soriano-Mas
- Department of Social Psychology and Quantitative Psychology, Institut de Neurociències, University of Barcelona, Spain; Department of Psychiatry, Bellvitge Biomedical Research Institute-IDIBELL, Barcelona, Spain; CIBERSAM, Carlos III Health Institute, Madrid, Spain
| | - Emily R Stern
- Department of Psychiatry, New York University Grossman School of Medicine, New York, NY; Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY; Neuroscience Institute, New York University Grossman School of MedicineDepartment of Psychiatry, Faculty of Medicine, University of British Columbia
| | - S Evelyn Stewart
- Department of Psychiatry, Faculty of Medicine, University of British Columbia; BC Children's Hosptial Research Institute
| | - Anouk L van der Straten
- Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Levvel, Academic Center for Child and Adolescent Psychiatry and Specialized Youth Care, Amsterdam, The Netherlands
| | - Bomin Sun
- Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai; Center for Functional Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - Dick J Veltman
- Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands
| | - Nora C Vetter
- Department of Child and Adolescent Psychiatry, Faculty of Medicine of the Technische Universität Dresden, Germany; Department of Psychology, MSB Medical School Berlin, Berlin, Germany
| | - Henny Visser
- Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Valerie Voon
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom; Fudan University
| | - Henrik Walter
- Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences CCM, Berlin, Germany
| | - Ysbrand D van der Werf
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands
| | - Guido van Wingen
- Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands
| | - Dan J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South AfricaDepartment of Developmental Psychology, University of Amsterdam, Amsterdam, The Netherlands; SAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA
| | - Ilya M Veer
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands
| | - Odile A van den Heuvel
- Amsterdam UMC, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Amsterdam Neuroscience, Amsterdam, The Netherlands; Amsterdam UMC, Compulsivity, Impulsivity and Attention, Amsterdam, The Netherlands
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