Ning L F, Yu Y Q, GuoJi E T, Kou C G, Wu Y H, Shi J P, Ai L Z, Yu Q
Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China.
National Research Institute for Family Planning, Beijing, China.
Genet Mol Res. 2015 Mar 27;14(1):2146-55. doi: 10.4238/2015.March.27.1.
The purpose of this study was to identify differentially expressed (DE) genes and biological processes associated with changes in gene expression in autism. We performed a meta-analysis using new publicly available Gene Expression Omnibus (GEO) datasets of autism. We performed Gene Ontology (GO) enrichment analyses and pathway analysis using the Kyoto Encyclopedia of Genes and Genomes (KEGG). Ten GEO datasets, including 364 cases and 248 controls, were available for the meta-analysis. We identified 3105 genes that were consistently DE in autism (1425 upregulated and 1680 downregulated genes). We also found that 7 genes were associated with phospholipase A2 (PLA2), including LYPLA2P1, PLA2G4D, PNPLA2, LYPLA2, PLA2G6, PLA2G7, and PLA2G5. We found GO terms for molecular functions significantly enriched in structural constituent of ribosome (GO: 0003735, P = 1.87-E06) and transcription regulator activity (GO: 0030528, P = 8.86E-04), while for biological processes, the enriched GO terms were involved in translational elongation (GO: 0006414, P = 1.74E-12) and the response to cytokine stimuli (GO: 0034097, P = 2.76E-05). The most significant pathway in our KEGG analysis was the ribosome pathway (P = 7.90E-12). Our meta-analysis identified genes that were consistently DE and biological pathways associated with gene expression changes in autism.
本研究的目的是鉴定与自闭症基因表达变化相关的差异表达(DE)基因和生物学过程。我们使用新的公开可用的自闭症基因表达综合数据库(GEO)数据集进行了荟萃分析。我们使用京都基因与基因组百科全书(KEGG)进行了基因本体论(GO)富集分析和通路分析。有10个GEO数据集可用于荟萃分析,包括364例病例和248例对照。我们鉴定出3105个在自闭症中持续差异表达的基因(1425个上调基因和1680个下调基因)。我们还发现7个基因与磷脂酶A2(PLA2)相关,包括LYPLA2P1、PLA2G4D、PNPLA2、LYPLA2、PLA2G6、PLA2G7和PLA2G5。我们发现分子功能的GO术语在核糖体的结构成分(GO: 0003735,P = 1.87×10⁻⁶)和转录调节因子活性(GO: 0030528,P = 8.86×10⁻⁴)中显著富集,而对于生物学过程,富集的GO术语涉及翻译延伸(GO: 0006414,P = 1.74×10⁻¹²)和对细胞因子刺激的反应(GO: 0034097,P = 2.76×10⁻⁵)。我们KEGG分析中最显著的通路是核糖体通路(P = 7.90×10⁻¹²)。我们的荟萃分析鉴定出了与自闭症基因表达变化相关的持续差异表达基因和生物学通路。