Normative modeling of brain morphometry in Clinical High-Risk for Psychosis.

FreeSurfer IQ MRI clinical high-risk normative modeling positive symptoms

Journal

bioRxiv : the preprint server for biology
Titre abrégé: bioRxiv
Pays: United States
ID NLM: 101680187

Informations de publication

Date de publication:
18 Jan 2023
Historique:
pubmed: 31 1 2023
medline: 31 1 2023
entrez: 30 1 2023
Statut: epublish

Résumé

The lack of robust neuroanatomical markers of psychosis risk has been traditionally attributed to heterogeneity. A complementary hypothesis is that variation in neuroanatomical measures in the majority of individuals at psychosis risk may be nested within the range observed in healthy individuals. To quantify deviations from the normative range of neuroanatomical variation in individuals at clinical high-risk for psychosis (CHR-P) and evaluate their overlap with healthy variation and their association with positive symptoms, cognition, and conversion to a psychotic disorder. Clinical, IQ and FreeSurfer-derived regional measures of cortical thickness (CT), cortical surface area (SA), and subcortical volume (SV) from 1,340 CHR-P individuals [47.09% female; mean age: 20.75 (4.74) years] and 1,237 healthy individuals [44.70% female; mean age: 22.32 (4.95) years] from 29 international sites participating in the ENIGMA Clinical High Risk for Psychosis Working Group. For each regional morphometric measure, z-scores were computed that index the degree of deviation from the normative means of that measure in a healthy reference population (N=37,407). Average deviation scores (ADS) for CT, SA, SV, and globally across all measures (G) were generated by averaging the respective regional z-scores. Regression analyses were used to quantify the association of deviation scores with clinical severity and cognition and two-proportion z-tests to identify case-control differences in the proportion of individuals with infranormal (z<-1.96) or supranormal (z>1.96) scores. CHR-P and healthy individuals overlapped in the distributions of the observed values, regional z-scores, and all ADS vales. The proportion of CHR-P individuals with infranormal or supranormal values in any metric was low (<12%) and similar to that of healthy individuals. CHR-P individuals who converted to psychosis compared to those who did not convert had a higher percentage of infranormal values in temporal regions (5-7% vs 0.9-1.4%). In the CHR-P group, only the ADS The study findings challenge the usefulness of macroscale neuromorphometric measures as diagnostic biomarkers of psychosis risk and suggest that such measures do not provide an adequate explanation for psychosis risk.

Identifiants

pubmed: 36711551
doi: 10.1101/2023.01.17.523348
pmc: PMC9882206
pii:
doi:

Types de publication

Preprint

Langues

eng

Subventions

Organisme : NIMH NIH HHS
ID : R01 MH115031
Pays : United States
Organisme : NIMH NIH HHS
ID : R21 MH117434
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH116147
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH113564
Pays : United States
Organisme : NIMH NIH HHS
ID : T32 MH122394
Pays : United States
Organisme : NIMH NIH HHS
ID : RF1 MH123163
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH100043
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH121246
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH113533
Pays : United States
Organisme : NIBIB NIH HHS
ID : U54 EB020403
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH105246
Pays : United States

Commentaires et corrections

Type : UpdateIn

Auteurs

Shalaila S Haas (SS)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Ruiyang Ge (R)

Djavad Mowafaghian Centre for Brain Health, Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada.
Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada.

Ingrid Agartz (I)

Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.
Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden.
KG Jebsen Center for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.
Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

G Paul Amminger (GP)

Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia.
Orygen, Melbourne, VIC, Australia.

Ole A Andreassen (OA)

NORMENT, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
KG Jebsen Center for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.

Peter Bachman (P)

Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, MA, USA.

Inmaculada Baeza (I)

Department of Child and Adolescent Psychiatry and Psychology, Institute of Neuroscience, 2017SGR-881, Hospital Clinic Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universitat de Barcelona, Barcelona, Spain.

Sunah Choi (S)

Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, Republic of Korea.

Tiziano Colibazzi (T)

Department of Psychiatry, Columbia University, New York, NY, USA.
New York State Psychiatric Institute, New York, NY, USA.

Vanessa L Cropley (VL)

Melbourne Neuropsychiatry Centre, Department of Psychiatry, University of Melbourne & Melbourne Health, Melbourne, VIC, Australia.

Camilo de la Fuente-Sandoval (C)

Laboratory of Experimental Psychiatry, Instituto Nacional de Neurología y Neurocirugía, Mexico City, Mexico.

Bjørn H Ebdrup (BH)

Centre for Neuropsychiatric Schizophrenia Research (CNSR) & Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS), Mental Health Centre Glostrup, University of Copenhagen, Glostrup, Denmark.
Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Adriana Fortea (A)

Department of Child and Adolescent Psychiatry and Psychology, Institute of Neuroscience, Hospital Clinic Barcelona, Fundació Clínic Recerca Biomèdica, Universitat de Barcelona, Barcelona, Spain.

Paolo Fusar-Poli (P)

Department of Psychosis Studies, Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.

Birte Yding Glenthøj (BY)

Centre for Neuropsychiatric Schizophrenia Research (CNSR) & Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS), Mental Health Centre Glostrup, University of Copenhagen, Glostrup, Denmark.
Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Louise Birkedal Glenthøj (LB)

Copenhagen Research Center for Mental Health, Mental Health Center Copenhagen, University of Copenhagen, Copenhagen, Denmark.

Kristen M Haut (KM)

Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA.

Rebecca A Hayes (RA)

Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, MA, USA.

Karsten Heekeren (K)

Department of Psychiatry and Psychotherapy, LVR-Hospital Cologne, Cologne, Germany.
Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland.

Christine I Hooker (CI)

Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA.

Wu Jeong Hwang (WJ)

Department of Brain and Cognitive Sciences, Seoul National University College of Natural Sciences, Seoul, Republic of Korea.
Catholic Kwandong University College of Medicine, Gangneung, Republic of Korea.

Neda Jahanshad (N)

Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA.

Michael Kaess (M)

Department of Child and Adolescent Psychiatry, University of Heidelberg, Heidelberg, Germany.
University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.

Kiyoto Kasai (K)

Department of Neuropsychiatry, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
The University of Tokyo Institute for Diversity and Adaptation of Human Mind, The University of Tokyo, Tokyo, Japan.
The International Research Center for Neurointelligence at The University of Tokyo Institutes for Advanced Study, The University of Tokyo, Tokyo, Japan.

Naoyuki Katagiri (N)

Department of Neuropsychiatry, Toho University School of Medicine, Tokyo, Japan.

Minah Kim (M)

Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.
Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea.

Jochen Kindler (J)

University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.

Shinsuke Koike (S)

Center for Evolutionary Cognitive Sciences, Graduate School of Art and Sciences, The University of Tokyo, Tokyo, Japan.
The University of Tokyo Institute for Diversity and Adaptation of Human Mind, The University of Tokyo, Tokyo, Japan.

Tina D Kristensen (TD)

Centre for Neuropsychiatric Schizophrenia Research (CNSR), Mental Health Centre Glostrup, Copenhagen University Hospital, Glostrup, Denmark.

Jun Soo Kwon (JS)

Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.
Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea.

Stephen M Lawrie (SM)

Division of Psychiatry, University of Edinburgh, Edinburgh, UK.

Jimmy Lee (J)

Department of Psychosis, Institute of Mental Health, Singapore.
Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore.

Imke Lj Lemmers-Jansen (IL)

Faculty of Behavioural and Movement Sciences, Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Ashleigh Lin (A)

Telethon Kids Institute, The University of Western Australia, Perth, WA, Australia.

Xiaoqian Ma (X)

National Clinical Research Center for Mental Disorders and Department of Psychiatry, The Second Xiangya Hospital of Central South University, Changsha, China.

Daniel H Mathalon (DH)

Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, USA.
San Francisco Veterans Affairs Health Care System, San Francisco, CA, USA.

Philip McGuire (P)

Department of Psychiatry, University of Oxford, Oxford, UK.

Chantal Michel (C)

University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland.

Romina Mizrahi (R)

Douglas Research Center, Montreal, Quebec, Canada.
Department of Psychiatry, McGill University, Montreal, Quebec, Canada.

Masafumi Mizuno (M)

Tokyo Metropolitan Matsuzawa Hospital, Tokyo, Japan.

Paul Møller (P)

Department for Mental Health Research and Development, Division of Mental Health and Addiction, Vestre Viken Hospital Trust, Drammen, Norway.

Ricardo Mora-Durán (R)

Emergency Department, Hospital Fray Bernardino Álvarez, Mexico City, Mexico.

Barnaby Nelson (B)

Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia.
Orygen, Melbourne, VIC, Australia.

Takahiro Nemoto (T)

Department of Neuropsychiatry, Toho University School of Medicine, Tokyo, Japan.

Merete Nordentoft (M)

Copenhagen Research Center for Mental Health, Mental Health Center Copenhagen, University of Copenhagen, Copenhagen, Denmark.

Dorte Nordholm (D)

Copenhagen Research Center for Mental Health, Mental Health Center Copenhagen, University of Copenhagen, Copenhagen, Denmark.

Maria A Omelchenko (MA)

Department of Youth Psychiatry, Mental Health Research Center, Moscow, Russian Federation.

Christos Pantelis (C)

Melbourne Neuropsychiatry Centre, Department of Psychiatry, University of Melbourne & Melbourne Health, Carlton South, VIC, Australia.
Florey Institute of Neuroscience and Mental Health, Center for Mental Health, Parkville, VIC, Australia.

Jose C Pariente (JC)

Magnetic Resonance Imaging Core Facility, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain.

Jayachandra M Raghava (JM)

Centre for Neuropsychiatric Schizophrenia Research (CNSR) & Centre for Clinical Intervention and Neuropsychiatric Schizophrenia Research (CINS), Mental Health Centre Glostrup, University of Copenhagen, Glostrup, Denmark.
Functional Imaging Unit, Department of Clinical Physiology, Nuclear Medicine and PET, University of Copenhagen, Glostrup, Denmark.

Francisco Reyes-Madrigal (F)

Laboratory of Experimental Psychiatry, Instituto Nacional de Neurología y Neurocirugía, Mexico City, Mexico.

Jan I Røssberg (JI)

Oslo University Hospital and University of Oslo, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

Wulf Rössler (W)

Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin, Berlin, Germany.
Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zurich, Zurich, Switzerland.

Dean F Salisbury (DF)

Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.

Daiki Sasabayashi (D)

Department of Neuropsychiatry, University of Toyama Graduate School of Medicine and Pharmaceutical Sciences, Toyama, Japan.
Research Center for Idling Brain Science, University of Toyama, Toyama, Japan.

Ulrich Schall (U)

Priority Centre for Brain and Mental Health Research, The University of Newcastle, Newcastle, NSW, Australia.
Priority Research Centre Grow Up Well, The University of Newcastle, Newcastle, NSW, Australia.

Lukasz Smigielski (L)

Department of Child and Adolescent Psychiatry, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland.
Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland.

Gisela Sugranyes (G)

Department of Child and Adolescent Psychiatry and Psychology, Institute of Neuroscience, 2017SGR-881, Hospital Clinic Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Universitat de Barcelona, Barcelona, Spain.

Michio Suzuki (M)

Department of Neuropsychiatry, University of Toyama Graduate School of Medicine and Pharmaceutical Sciences, Toyama, Japan.
Research Center for Idling Brain Science, University of Toyama, Toyama, Japan.

Tsutomu Takahashi (T)

Department of Neuropsychiatry, University of Toyama Graduate School of Medicine and Pharmaceutical Sciences, Toyama, Japan.
Research Center for Idling Brain Science, University of Toyama, Toyama, Japan.

Christian K Tamnes (CK)

Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.
Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway.

Anastasia Theodoridou (A)

Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland.

Sophia I Thomopoulos (SI)

Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA.

Paul M Thompson (PM)

Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Marina del Rey, CA, USA.

Alexander S Tomyshev (AS)

Laboratory of Neuroimaging and Multimodal Analysis, Mental Health Research Center, Moscow, Russian Federation.

Peter J Uhlhaas (PJ)

Department of Child and Adolescent Psychiatry, Charité Universitätsmedizin, Berlin, Germany.
Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK.

Tor G Værnes (TG)

Early Intervention in Psychosis Advisory Unit for South-East Norway, TIPS Sør-Øst, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

Therese Amj van Amelsvoort (TA)

Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands.

Theo Gm van Erp (TG)

Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, USA.
Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine, CA, USA.

James A Waltz (JA)

Maryland Psychiatric Research Center, University of Maryland School of Medicine, Baltimore, MD, USA.

Christina Wenneberg (C)

Copenhagen Research Center for Mental Health, Mental Health Center Copenhagen, University of Copenhagen, Copenhagen, Denmark.

Lars T Westlye (LT)

Department of Psychology, University of Oslo, Oslo, Norway.
Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
KG Jebsen Center for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.

Stephen J Wood (SJ)

Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia.
Orygen, Melbourne, VIC, Australia.
School of Psychology, University of Birmingham, Birmingham, UK.

Juan H Zhou (JH)

Center for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Center for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.

Dennis Hernaus (D)

Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands.

Maria Jalbrzikowski (M)

Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, MA, USA.
Department of Psychiatry, Harvard Medical School, Cambridge, MA, USA.

René S Kahn (RS)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Cheryl M Corcoran (CM)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Mental Illness Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, New York, NY, USA.

Sophia Frangou (S)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Djavad Mowafaghian Centre for Brain Health, Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada.
Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada.

Classifications MeSH