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用于识别SCA2中模块和功能富集通路的基因共表达网络分析

Gene co-expression network analysis for identifying modules and functionally enriched pathways in SCA2.

作者信息

Pflieger Lance T, Dansithong Warunee, Paul Sharan, Scoles Daniel R, Figueroa Karla P, Meera Pratap, Otis Thomas S, Facelli Julio C, Pulst Stefan M

机构信息

Department of Biomedical Informatics.

Department of Neurology, University of Utah, Salt Lake City, UT 84112, USA.

出版信息

Hum Mol Genet. 2017 Aug 15;26(16):3069-3080. doi: 10.1093/hmg/ddx191.

Abstract

Spinocerebellar ataxia type 2 (SCA2) is an autosomal dominant neurodegenerative disease caused by CAG repeat expansion in the ATXN2 gene. The repeat resides in an encoded region of the gene resulting in polyglutamine (polyQ) expansion which has been assumed to result in gain of function, predominantly, for the ATXN2 protein. We evaluated temporal cerebellar expression profiles by RNA sequencing of ATXN2Q127 mice versus wild-type (WT) littermates. ATXN2Q127 mice are characterized by a progressive motor phenotype onset, and have progressive cerebellar molecular and neurophysiological (Purkinje cell firing frequency) phenotypes. Our analysis revealed previously uncharacterized early and progressive abnormal patterning of cerebellar gene expression. Weighted Gene Coexpression Network Analysis revealed four gene modules that were significantly correlated with disease status, composed primarily of genes associated with GTPase signaling, calcium signaling and cell death. Of these genes, few overlapped with differentially expressed cerebellar genes that we identified in Atxn2-/- knockout mice versus WT littermates, suggesting that loss-of-function is not a significant component of disease pathology. We conclude that SCA2 is a disease characterized by gain of function for ATXN2.

摘要

2型脊髓小脑共济失调(SCA2)是一种常染色体显性神经退行性疾病,由ATXN2基因中的CAG重复序列扩增引起。该重复序列位于基因的编码区域,导致聚谷氨酰胺(polyQ)扩增,主要被认为会导致ATXN2蛋白功能获得。我们通过对ATXN2Q127小鼠与野生型(WT)同窝小鼠进行RNA测序,评估了小脑的时间表达谱。ATXN2Q127小鼠的特征是渐进性运动表型发作,并具有渐进性小脑分子和神经生理学(浦肯野细胞放电频率)表型。我们的分析揭示了以前未被表征的小脑基因表达的早期和渐进性异常模式。加权基因共表达网络分析揭示了四个与疾病状态显著相关的基因模块,主要由与GTPase信号传导、钙信号传导和细胞死亡相关的基因组成。在这些基因中,很少与我们在Atxn2-/-基因敲除小鼠与WT同窝小鼠中鉴定出的差异表达小脑基因重叠,这表明功能丧失不是疾病病理的重要组成部分。我们得出结论,SCA2是一种以ATXN2功能获得为特征的疾病。

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