RNA-sequencing of the brain transcriptome implicates dysregulation of neuroplasticity, circadian rhythms and GTPase binding in bipolar disorder

被引:0
作者
N Akula
J Barb
X Jiang
J R Wendland
K H Choi
S K Sen
L Hou
D T W Chen
G Laje
K Johnson
B K Lipska
J E Kleinman
H Corrada-Bravo
S Detera-Wadleigh
P J Munson
F J McMahon
机构
[1] Human Genetics Branch,US Department of Health and Human Services
[2] National Institute of Mental Health Intramural Research Program,US Department of Health and Human Services
[3] National Institutes of Health,Department of Psychiatry
[4] Mathematical and Statistical Computing Laboratory,US Department of Health and Human Services
[5] Center for Information Technology,Division of Intramural Research, US Department of Health and Human Services
[6] National Institutes of Health,Division of Intramural Research Programs, US Department of Health and Human Services
[7] Uniformed Services University of the Health Sciences,Department of Computer Science
[8] Genetic Disease Research Branch,undefined
[9] National Human Genome Research Institute,undefined
[10] National Institutes of Health,undefined
[11] Bioinformatics Section,undefined
[12] Information Technology & Bioinformatics Program,undefined
[13] National Institute of Neurological Disorders & Stroke,undefined
[14] National Institutes of Health,undefined
[15] Human Brain Collection Core,undefined
[16] National Institute of Mental Health Intramural Research Program,undefined
[17] National Institutes of Health,undefined
[18] Lieber Institute for Brain Development,undefined
[19] Johns Hopkins Medical Campus,undefined
[20] Institute for Advanced Computer Studies and Center for Bioinformatics and Computational Biology,undefined
[21] University of Maryland,undefined
来源
Molecular Psychiatry | 2014年 / 19卷
关键词
gene expression; Gene Ontology; genome-wide association studies; long noncoding RNAs; microarrays;
D O I
暂无
中图分类号
学科分类号
摘要
RNA-sequencing (RNA-seq) is a powerful technique to investigate the complexity of gene expression in the human brain. We used RNA-seq to survey the brain transcriptome in high-quality postmortem dorsolateral prefrontal cortex from 11 individuals diagnosed with bipolar disorder (BD) and from 11 age- and gender-matched controls. Deep sequencing was performed, with over 350 million reads per specimen. At a false discovery rate of <5%, we detected five differentially expressed (DE) genes and 12 DE transcripts, most of which have not been previously implicated in BD. Among these, Prominin 1/CD133 and ATP-binding cassette-sub-family G-member2 (ABCG2) have important roles in neuroplasticity. We also show for the first time differential expression of long noncoding RNAs (lncRNAs) in BD. DE transcripts include those of serine/arginine-rich splicing factor 5 (SRSF5) and regulatory factor X4 (RFX4), which along with lncRNAs have a role in mammalian circadian rhythms. The DE genes were significantly enriched for several Gene Ontology categories. Of these, genes involved with GTPase binding were also enriched for BD-associated SNPs from previous genome-wide association studies, suggesting that differential expression of these genes is not simply a consequence of BD or its treatment. Many of these findings were replicated by microarray in an independent sample of 60 cases and controls. These results highlight common pathways for inherited and non-inherited influences on disease risk that may constitute good targets for novel therapies.
引用
收藏
页码:1179 / 1185
页数:6
相关论文
共 261 条
[1]  
Kim S(2010)The Stanley Neuropathology Consortium integrative database: a novel, web-based tool for exploring neuropathological markers in psychiatric disorders and the biological processes associated with abnormalities of those markers Neuropsychopharmacology 35 473-482
[2]  
Webster MJ(2006)Gene expression analysis of bipolar disorder reveals downregulation of the ubiquitin cycle and alterations in synaptic genes Mol Psychiatry 11 965-978
[3]  
Ryan MM(2004)Molecular evidence for mitochondrial dysfunction in bipolar disorder Arch Gen Psychiatry 61 300-308
[4]  
Lockstone HE(2006)Genome-wide expression analysis detects eight genes with robust alterations specific to bipolar I disorder: relevance to neuronal network perturbation Hum Mol Genet 15 1949-1962
[5]  
Huffaker SJ(2007)Meta-analysis of 12 genomic studies in bipolar disorder J Mol Neurosci 31 221-243
[6]  
Wayland MT(2009)RNA-Seq: a revolutionary tool for transcriptomics Nat Rev Genet 10 57-63
[7]  
Webster MJ(2010)Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation Nat Biotechnol 28 511-515
[8]  
Bahn S(2006)Critical factors in gene expression in postmortem human brain: focus on studies in schizophrenia Biol Psychiatry 60 650-658
[9]  
Konradi C(2009)TopHat: discovering splice junctions with RNA-Seq Bioinformatics 25 1105-1111
[10]  
Eaton M(2009)Ultrafast and memory-efficient alignment of short DNA sequences to the human genome Genome Biol 10 R25-73