Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC.

COINSTAC PTSD decentralized federated analysis gray matter mild cognitive impairment mood disorders psychiatric disorders regression transdiagnostic

Journal

Patterns (New York, N.Y.)
ISSN: 2666-3899
Titre abrégé: Patterns (N Y)
Pays: United States
ID NLM: 101767765

Informations de publication

Date de publication:
12 Jul 2024
Historique:
received: 25 09 2023
revised: 02 01 2024
accepted: 10 04 2024
medline: 31 7 2024
pubmed: 31 7 2024
entrez: 31 7 2024
Statut: epublish

Résumé

Structural neuroimaging studies have identified a combination of shared and disorder-specific patterns of gray matter (GM) deficits across psychiatric disorders. Pooling large data allows for examination of a possible common neuroanatomical basis that may identify a certain vulnerability for mental illness. Large-scale collaborative research is already facilitated by data repositories, institutionally supported databases, and data archives. However, these data-sharing methodologies can suffer from significant barriers. Federated approaches augment these approaches by enabling access or more sophisticated, shareable and scaled-up analyses of large-scale data. We examined GM alterations using Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation, an open-source, decentralized analysis application. Through federated analysis of eight sites, we identified significant overlap in the GM patterns (

Identifiants

DOI: 10.1016/j.patter.2024.100987 PMID: 39081570 PMC: PMC11284501
pubmed: 39081570
doi: 10.1016/j.patter.2024.100987
pii: S2666-3899(24)00102-8
pmc: PMC11284501
doi:

Types de publication

Journal Article

Langues

eng

Pagination

100987

Déclaration de conflit d'intérêts

The authors declare no competing interests.

Auteurs

Kelly Rootes-Murdy (K)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.

Sandeep Panta (S)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.

Ross Kelly (R)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.

Javier Romero (J)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.

Yann Quidé (Y)

School of Psychology, University of New South Wales, Sydney, NSW, Australia.
Neuroscience Research Australia, Sydney, NSW, Australia.

Murray J Cairns (MJ)

School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia.
Centre for Brain and Mental Health Research, University of Newcastle, Callaghan, NSW, Australia.
Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.

Carmel Loughland (C)

Centre for Brain and Mental Health Research, University of Newcastle, Callaghan, NSW, Australia.
Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.

Vaughan J Carr (VJ)

Neuroscience Research Australia, Sydney, NSW, Australia.
Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.
Department of Psychiatry, Monash University, Clayton, VIC, Australia.

Stanley V Catts (SV)

School of Medicine, University of Queensland, Brisbane, QLD, Australia.

Assen Jablensky (A)

University of Western Australia, Perth, WA, Australia.

Melissa J Green (MJ)

Neuroscience Research Australia, Sydney, NSW, Australia.
Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.

Frans Henskens (F)

Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.
School of Medicine & Public Health, University of Newcastle, Newcastle, NSW, Australia.
Priority Research Centre for Health Behaviour, University of Newcastle, Newcastle, NSW, Australia.

Dylan Kiltschewskij (D)

School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia.
Centre for Brain and Mental Health Research, University of Newcastle, Callaghan, NSW, Australia.
Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.

Patricia T Michie (PT)

Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.
School of Psychological Sciences, University of Newcastle, Callaghan, NSW, Australia.

Bryan Mowry (B)

Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia.
Queensland Centre for Mental Health Research, University of Queensland, Brisbane, QLD, Australia.

Christos Pantelis (C)

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

Paul E Rasser (PE)

Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.
Priority Research Centre for Health Behaviour, University of Newcastle, Newcastle, NSW, Australia.

William R Reay (WR)

School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia.
Centre for Brain and Mental Health Research, University of Newcastle, Callaghan, NSW, Australia.
Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.

Ulrich Schall (U)

Centre for Brain and Mental Health Research, University of Newcastle, Callaghan, NSW, Australia.
Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.

Rodney J Scott (RJ)

School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, Australia.

Oliver J Watkeys (OJ)

Neuroscience Research Australia, Sydney, NSW, Australia.
Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.

Gloria Roberts (G)

Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.

Philip B Mitchell (PB)

Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.

Janice M Fullerton (JM)

Neuroscience Research Australia, Sydney, NSW, Australia.
School of Biomedical Sciences, University of New South Wales, Sydney, NSW, Australia.

Bronwyn J Overs (BJ)

Neuroscience Research Australia, Sydney, NSW, Australia.

Masataka Kikuchi (M)

Department of Computational Biology and Medical Sciences, University of Tokyo, Chiba, Japan.

Ryota Hashimoto (R)

Department of Pathology of Mental Diseases, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan.

Junya Matsumoto (J)

Department of Pathology of Mental Diseases, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan.

Masaki Fukunaga (M)

Section of Brain Function Information, National Institute for Physiological Sciences, Aichi, Japan.

Perminder S Sachdev (PS)

Centre for Healthy Brain Aging, Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.
Neuropsychiatric Institute, Prince of Wales Hospital, Randwick, NSW, Australia.

Henry Brodaty (H)

Centre for Healthy Brain Aging, Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.

Wei Wen (W)

Centre for Healthy Brain Aging, Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.

Jiyang Jiang (J)

Centre for Healthy Brain Aging, Discipline of Psychiatry and Mental Health, University of New South Wales, Sydney, NSW, Australia.

Negar Fani (N)

Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.

Timothy D Ely (TD)

Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.

Adriana Lorio (A)

American Cancer Institute, Kennesaw, GA, USA.

Jennifer S Stevens (JS)

Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.
Atlanta VA Medical Center, Decatur, GA, USA.

Kerry Ressler (K)

McLean Hospital, Harvard Medical School, Belmont, MA, USA.
Department of Psychiatry, Harvard Medical School, Boston, MA, USA.

Tanja Jovanovic (T)

Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, USA.

Sanne J H van Rooij (SJH)

Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA.

Lydia M Federmann (LM)

Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany.
Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany.

Christiane Jockwitz (C)

Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany.
Institute for Anatomy I, Medical Faculty & University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany.

Alexander Teumer (A)

Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.

Andreas J Forstner (AJ)

Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany.
Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany.

Svenja Caspers (S)

Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany.
Institute for Anatomy I, Medical Faculty & University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany.

Sven Cichon (S)

Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany.
Department of Biomedicine, University of Basel, Basel, Switzerland.
Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland.

Sergey M Plis (SM)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.

Anand D Sarwate (AD)

Department of Electrical and Computer Engineering, Rutgers University-New Brunswick, Piscataway, NJ, USA.

Vince D Calhoun (VD)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.

Classifications MeSH