Coexpression network analysis of neural tissue reveals perturbations in developmental processes in schizophrenia

被引:105
作者
Torkamani, Ali [2 ]
Dean, Brian [3 ]
Schork, Nicholas J. [2 ]
Thomas, Elizabeth A. [1 ]
机构
[1] Scripps Res Inst, Dept Mol Biol, La Jolla, CA 92037 USA
[2] Scripps Translat Sci Inst, La Jolla, CA 92037 USA
[3] Mental Hlth Res Inst, Rebecca L Cooper Res Labs, Parkville, Vic 3052, Australia
基金
澳大利亚国家健康与医学研究理事会;
关键词
GENE-EXPRESSION; GLUTAMATERGIC DYSFUNCTION; PREFRONTAL CORTEX; SYSTEMS BIOLOGY; BRAIN; TRANSCRIPTOME; MICROARRAY; PATHOPHYSIOLOGY; MECHANISMS; AGE;
D O I
10.1101/gr.101956.109
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We performed integrated gene coexpression network analysis on two large microarray-based brain gene expression data sets generated from the prefrontal cortex obtained post-mortem from 101 subjects, 47 subjects with schizophrenia and 54 normal control subjects, ranging in age from 19 to 81 years. Twenty-eight modules of coexpressed genes with functional interpretations were detected in both normal subjects and those with schizophrenia. Significant overlap of "case'' and "control'' module composition was observed, indicating that extensive differences in underlying molecular connectivity are not likely driving pathology in schizophrenia. Modules of coexpressed genes were characterized according to disease association, cell type specificity, and the effects of aging. We find that genes with altered expression in schizophrenia clustered into distinct coexpression networks and that these were associated primarily with neurons. We further identified a robust effect of age on gene expression modules that differentiates normal subjects from those with schizophrenia. In particular, we report that normal age-related decreases in genes related to central nervous system developmental processes, including neurite outgrowth, neuronal differentiation, and dopamine-related cellular signaling, do not occur in subjects with schizophrenia during the aging process. Extrapolating these findings to earlier stages of development supports the concept that schizophrenia pathogenesis begins early in life and is associated with a failure of normal decreases in developmental-related gene expression. These findings provide a novel mechanism for the "developmental'' hypothesis of schizophrenia on a molecular level.
引用
收藏
页码:403 / 412
页数:10
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