Literature DB >> 25548384

Patterns of Gray Matter Abnormalities in Schizophrenia Based on an International Mega-analysis.

Cota Navin Gupta1, Vince D Calhoun, Srinivas Rachakonda1, Jiayu Chen1, Veena Patel1, Jingyu Liu2, Judith Segall1, Barbara Franke3, Marcel P Zwiers4, Alejandro Arias-Vasquez5, Jan Buitelaar4, Simon E Fisher6, Guillen Fernandez4, Theo G M van Erp7, Steven Potkin7, Judith Ford8, Daniel Mathalon8, Sarah McEwen9, Hyo Jong Lee10, Bryon A Mueller11, Douglas N Greve12, Ole Andreassen13, Ingrid Agartz14, Randy L Gollub15, Scott R Sponheim16, Stefan Ehrlich17, Lei Wang18, Godfrey Pearlson19, David C Glahn20, Emma Sprooten20, Andrew R Mayer1, Julia Stephen1, Rex E Jung21, Jose Canive22, Juan Bustillo23, Jessica A Turner24.   

Abstract

Analyses of gray matter concentration (GMC) deficits in patients with schizophrenia (Sz) have identified robust changes throughout the cortex. We assessed the relationships between diagnosis, overall symptom severity, and patterns of gray matter in the largest aggregated structural imaging dataset to date. We performed both source-based morphometry (SBM) and voxel-based morphometry (VBM) analyses on GMC images from 784 Sz and 936 controls (Ct) across 23 scanning sites in Europe and the United States. After correcting for age, gender, site, and diagnosis by site interactions, SBM analyses showed 9 patterns of diagnostic differences. They comprised separate cortical, subcortical, and cerebellar regions. Seven patterns showed greater GMC in Ct than Sz, while 2 (brainstem and cerebellum) showed greater GMC for Sz. The greatest GMC deficit was in a single pattern comprising regions in the superior temporal gyrus, inferior frontal gyrus, and medial frontal cortex, which replicated over analyses of data subsets. VBM analyses identified overall cortical GMC loss and one small cluster of increased GMC in Sz, which overlapped with the SBM brainstem component. We found no significant association between the component loadings and symptom severity in either analysis. This mega-analysis confirms that the commonly found GMC loss in Sz in the anterior temporal lobe, insula, and medial frontal lobe form a single, consistent spatial pattern even in such a diverse dataset. The separation of GMC loss into robust, repeatable spatial patterns across multiple datasets paves the way for the application of these methods to identify subtle genetic and clinical cohort effects.
© The Author 2014. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. All rights reserved. For permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  independent component analysis; schizophrenia; source-based morphometry; symptoms; voxel-based morphometry

Mesh:

Year:  2014        PMID: 25548384      PMCID: PMC4535628          DOI: 10.1093/schbul/sbu177

Source DB:  PubMed          Journal:  Schizophr Bull        ISSN: 0586-7614            Impact factor:   9.306


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