A Gene Co-Expression Network in Whole Blood of Schizophrenia Patients Is Independent of Antipsychotic-Use and Enriched for Brain-Expressed Genes

被引:100
作者
de Jong, Simone [1 ,2 ,3 ]
Boks, Marco P. M. [3 ,4 ]
Fuller, Tova F. [5 ]
Strengman, Eric [1 ,2 ]
Janson, Esther [2 ]
de Kovel, Carolien G. F. [2 ]
Ori, Anil P. S. [1 ]
Vi, Nancy [1 ]
Mulder, Flip [2 ]
Blom, Jan Dirk [6 ,7 ]
Glenthoj, Birte [8 ]
Schubart, Chris D. [3 ]
Cahn, Wiepke [3 ]
Kahn, Rene S. [3 ]
Horvath, Steve [5 ,9 ]
Ophoff, Roel A. [1 ,3 ,5 ]
机构
[1] Univ Calif Los Angeles, Ctr Neurobehav Genet, Semel Inst Neurosci & Human Behav, Los Angeles, CA 90024 USA
[2] Univ Med Ctr Utrecht, Dept Med Genet, Utrecht, Netherlands
[3] Univ Med Ctr Utrecht, Dept Psychiat, Rudolf Magnus Inst Neurosci, Utrecht, Netherlands
[4] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[5] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
[6] Parnassia Bravo Grp, The Hague, Netherlands
[7] Univ Groningen, Univ Med Ctr Groningen, Dept Psychiat, Groningen, Netherlands
[8] Univ Copenhagen, Psychiat Univ Ctr Glostrup, Ctr Clin Intervent & Neuropsychiat Schizophrenia, Glostrup, Denmark
[9] Univ Calif Los Angeles, Sch Publ Hlth, Dept Biostat, Los Angeles, CA 90024 USA
基金
美国国家卫生研究院;
关键词
MYELINATION-RELATED GENES; 22Q11.2 DELETION SYNDROME; GENOME-WIDE ASSOCIATION; PSYCHIATRIC-DISORDERS; PERIPHERAL-BLOOD; BIPOLAR DISORDER; PREFRONTAL CORTEX; CHROMOSOME; 22Q11; COMPLEX DISEASES; PATHWAY ANALYSIS;
D O I
10.1371/journal.pone.0039498
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Despite large-scale genome-wide association studies (GWAS), the underlying genes for schizophrenia are largely unknown. Additional approaches are therefore required to identify the genetic background of this disorder. Here we report findings from a large gene expression study in peripheral blood of schizophrenia patients and controls. We applied a systems biology approach to genome-wide expression data from whole blood of 92 medicated and 29 antipsychotic-free schizophrenia patients and 118 healthy controls. We show that gene expression profiling in whole blood can identify twelve large gene co-expression modules associated with schizophrenia. Several of these disease related modules are likely to reflect expression changes due to antipsychotic medication. However, two of the disease modules could be replicated in an independent second data set involving antipsychotic-free patients and controls. One of these robustly defined disease modules is significantly enriched with brain-expressed genes and with genetic variants that were implicated in a GWAS study, which could imply a causal role in schizophrenia etiology. The most highly connected intramodular hub gene in this module (ABCF1), is located in, and regulated by the major histocompatibility (MHC) complex, which is intriguing in light of the fact that common allelic variants from the MHC region have been implicated in schizophrenia. This suggests that the MHC increases schizophrenia susceptibility via altered gene expression of regulatory genes in this network.
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页数:10
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