Brain structural covariance networks in obsessive-compulsive disorder: a graph analysis from the ENIGMA Consortium.
brain structural covariance network
graph theory
illness duration
obsessive-compulsive disorder
pharmacotherapy
Journal
Brain : a journal of neurology
ISSN: 1460-2156
Titre abrégé: Brain
Pays: England
ID NLM: 0372537
Informations de publication
Date de publication:
01 02 2020
01 02 2020
Historique:
received:
11
06
2019
revised:
24
11
2019
accepted:
26
11
2019
entrez:
11
2
2020
pubmed:
11
2
2020
medline:
7
7
2020
Statut:
ppublish
Résumé
Brain structural covariance networks reflect covariation in morphology of different brain areas and are thought to reflect common trajectories in brain development and maturation. Large-scale investigation of structural covariance networks in obsessive-compulsive disorder (OCD) may provide clues to the pathophysiology of this neurodevelopmental disorder. Using T1-weighted MRI scans acquired from 1616 individuals with OCD and 1463 healthy controls across 37 datasets participating in the ENIGMA-OCD Working Group, we calculated intra-individual brain structural covariance networks (using the bilaterally-averaged values of 33 cortical surface areas, 33 cortical thickness values, and six subcortical volumes), in which edge weights were proportional to the similarity between two brain morphological features in terms of deviation from healthy controls (i.e. z-score transformed). Global networks were characterized using measures of network segregation (clustering and modularity), network integration (global efficiency), and their balance (small-worldness), and their community membership was assessed. Hub profiling of regional networks was undertaken using measures of betweenness, closeness, and eigenvector centrality. Individually calculated network measures were integrated across the 37 datasets using a meta-analytical approach. These network measures were summated across the network density range of K = 0.10-0.25 per participant, and were integrated across the 37 datasets using a meta-analytical approach. Compared with healthy controls, at a global level, the structural covariance networks of OCD showed lower clustering (P < 0.0001), lower modularity (P < 0.0001), and lower small-worldness (P = 0.017). Detection of community membership emphasized lower network segregation in OCD compared to healthy controls. At the regional level, there were lower (rank-transformed) centrality values in OCD for volume of caudate nucleus and thalamus, and surface area of paracentral cortex, indicative of altered distribution of brain hubs. Centrality of cingulate and orbito-frontal as well as other brain areas was associated with OCD illness duration, suggesting greater involvement of these brain areas with illness chronicity. In summary, the findings of this study, the largest brain structural covariance study of OCD to date, point to a less segregated organization of structural covariance networks in OCD, and reorganization of brain hubs. The segregation findings suggest a possible signature of altered brain morphometry in OCD, while the hub findings point to OCD-related alterations in trajectories of brain development and maturation, particularly in cingulate and orbitofrontal regions.
Identifiants
pubmed: 32040561
pii: 5732968
doi: 10.1093/brain/awaa001
pmc: PMC7009583
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
684-700Subventions
Organisme : NIMH NIH HHS
ID : K23 MH115206
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001863
Pays : United States
Investigateurs
Odile A van den Heuvel
(OA)
Dan J Stein
(DJ)
Premika S W Boedhoe
(PSW)
Paul M Thompson
(PM)
Neda Jahanshad
(N)
Chris Vriend
(C)
Yoshinari Abe
(Y)
Stephanie H Ameis
(SH)
Alan Anticevic
(A)
Paul D Arnold
(PD)
Marcelo C Batistuzzo
(MC)
Francesco Benedetti
(F)
Jan C Beucke
(JC)
Irene Bollettini
(I)
Anushree Bose
(A)
Silvia Brem
(S)
Anna Calvo
(A)
Yuqi Cheng
(Y)
Kang Ik
(K)
K Cho
(K)
Valentina Ciullo
(V)
Sara Dallaspezia
(S)
Damiaan Denys
(D)
Jamie D Feusner
(JD)
Jean-Paul Fouche
(JP)
Mònica Giménez
(M)
Patricia Gruner
(P)
Derrek P Hibar
(DP)
Marcelo Q Hoexter
(MQ)
Hao Hu
(H)
Chaim Huyser
(C)
Keisuke Ikari
(K)
Norbert Kathmann
(N)
Christian Kaufmann
(C)
Kathrin Koch
(K)
Jun Soo Kwon
(JS)
Luisa Lazaro
(L)
Christine Lochner
(C)
Paulo Marques
(P)
Rachel Marsh
(R)
Ignacio Martínez-Zalacaín
(I)
David Mataix-Cols
(D)
José M Menchón
(JM)
Luciano Minuzzi
(L)
Pedro Morgado
(P)
Pedro Moreira
(P)
Takashi Nakamae
(T)
Tomohiro Nakao
(T)
Janardhanan C Narayanaswamy
(JC)
Erica L Nurmi
(EL)
Joseph O'Neill
(J)
John Piacentini
(J)
Fabrizio Piras
(F)
Federica Piras
(F)
Y C Janardhan Reddy
(YCJ)
Joao R Sato
(JR)
H Blair Simpson
(HB)
Noam Soreni
(N)
Carles Soriano-Mas
(C)
Gianfranco Spalletta
(G)
Michael C Stevens
(MC)
Philip R Szeszko
(PR)
David F Tolin
(DF)
Ganesan Venkatasubramanian
(G)
Susanne Walitza
(S)
Zhen Wang
(Z)
Guido A van Wingen
(GA)
Jian Xu
(J)
Xiufeng Xu
(X)
Je-Yeon Yun
(JY)
Qing Zhao
(Q)
Commentaires et corrections
Type : ErratumIn
Informations de copyright
© The Author(s) (2020). Published by Oxford University Press on behalf of the Guarantors of Brain.
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