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

被引:180
作者
Gupta, Cota Navin [1 ]
Calhoun, Vince D. [1 ,2 ,3 ,4 ,5 ]
Rachakonda, Srinivas [1 ]
Chen, Jiayu [1 ]
Patel, Veena [1 ]
Liu, Jingyu [1 ,3 ]
Segall, Judith [1 ]
Franke, Barbara [6 ,7 ]
Zwiers, Marcel P. [7 ]
Arias-Vasquez, Alejandro [6 ]
Buitelaar, Jan [7 ]
Fisher, Simon E. [7 ,8 ]
Fernandez, Guillen [7 ]
van Erp, Theo G. M. [9 ]
Potkin, Steven [9 ]
Ford, Judith [10 ]
Mathalon, Daniel [10 ]
McEwen, Sarah [11 ]
Lee, Hyo Jong [12 ]
Mueller, Bryon A. [13 ]
Greve, Douglas N. [14 ]
Andreassen, Ole [15 ,16 ]
Agartz, Ingrid [15 ,17 ,18 ]
Gollub, Randy L. [14 ,19 ]
Sponheim, Scott R. [13 ,20 ]
Ehrlich, Stefan [14 ,21 ]
Wang, Lei [22 ,23 ]
Pearlson, Godfrey [24 ,25 ]
Glahn, David C. [5 ,24 ]
Sprooten, Emma [5 ,24 ]
Mayer, Andrew R.
Stephen, Julia [1 ]
Jung, Rex E. [26 ]
Canive, Jose [2 ,4 ,27 ]
Bustillo, Juan [2 ,4 ]
Turner, Jessica A. [1 ,28 ,29 ]
机构
[1] Mind Res Network, Albuquerque, NM USA
[2] Univ New Mexico, Hlth Sci Ctr, Albuquerque, NM 87131 USA
[3] Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USA
[4] Univ New Mexico, Dept Psychiat, Albuquerque, NM 87131 USA
[5] Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USA
[6] Radboud Univ Nijmegen, Med Ctr, Dept Psychiat & Human Genet, NL-6525 ED Nijmegen, Netherlands
[7] Radboud Univ Nijmegen, Med Ctr, Donders Inst Brain Cognit & Behav, Dept Cognit Neurosci, NL-6525 ED Nijmegen, Netherlands
[8] Max Planck Inst Psycholinguist, Dept Language & Genet, Nijmegen, Netherlands
[9] Univ Calif Irvine, Sch Med, Dept Psychiat & Human Behav, Irvine, CA 92717 USA
[10] Univ Calif San Francisco, Sch Med, Dept Psychiat, San Francisco, CA 94143 USA
[11] Univ Calif San Francisco, Dept Psychiat & Biobehav Sci, San Francisco, CA 94143 USA
[12] Chonbuk Natl Univ, Div Elect & Informat Engn, Jeonju, South Korea
[13] Univ Minnesota, Dept Psychiat, Minneapolis, MN 55455 USA
[14] MGH MIT HMS Athinoula A Martinos Ctr Biomed Imagi, Charlestown, MA USA
[15] Univ Oslo, Inst Clin Med, KG Jebsen Ctr Psychosis Res, NORMENT, Oslo, Norway
[16] Oslo Univ Hosp, Div Mental Hlth & Addict, Oslo, Norway
[17] Karolinska Inst, Dept Clin Neurosci, Stockholm, Sweden
[18] Diakonhjemmet Hosp, Dept Res, Oslo, Norway
[19] HMS, Massachusetts Gen Hosp, Dept Psychiat, Boston, MA USA
[20] Minneapolis VA Healthcare Syst, Minneapolis, MN USA
[21] Tech Univ Dresden, Univ Hosp Carl Gustav Carus, Dept Child & Adolescent Psychiat, Dresden, Germany
[22] Northwestern Univ, Dept Psychiat & Behav Sci, Chicago, IL 60611 USA
[23] Northwestern Univ, Dept Radiol, Chicago, IL 60611 USA
[24] Hartford Healthcare Corp, Inst Living, Hartford, CT USA
[25] Yale Univ, Sch Med, Dept Neurobiol, New Haven, CT USA
[26] Univ New Mexico, Hlth Sci Ctr, Dept Neurosurg, Albuquerque, NM 87131 USA
[27] Raymond G Murphy VA Med Ctr, Albuquerque, NM USA
[28] Georgia State Univ, Dept Psychol, Atlanta, GA 30302 USA
[29] Georgia State Univ, Inst Neurosci, Atlanta, GA 30302 USA
关键词
independent component analysis; schizophrenia; source-based morphometry; symptoms; voxel-based morphometry; VOXEL-BASED MORPHOMETRY; MULTISITE STRUCTURAL MRI; ALZHEIMERS-DISEASE; BRAIN VOLUMES; METAANALYSIS; DISORDER; ANATOMY; ILLNESS; SCORES;
D O I
10.1093/schbul/sbu177
中图分类号
R749 [精神病学];
学科分类号
100204 [神经病学];
摘要
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.
引用
收藏
页码:1133 / 1142
页数:10
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