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利用微阵列对原发性干燥综合征中差异表达基因的荟萃分析。

Meta-analysis of differentially expressed genes in primary Sjogren's syndrome by using microarray.

作者信息

Song Gwan Gyu, Kim Jae-Hoon, Seo Young Ho, Choi Sung Jae, Ji Jong Dae, Lee Young Ho

机构信息

Division of Rheumatology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea.

Division of Rheumatology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea.

出版信息

Hum Immunol. 2014 Jan;75(1):98-104. doi: 10.1016/j.humimm.2013.09.012. Epub 2013 Sep 30.

Abstract

INTRODUCTION

The purpose of this study was to identify differentially expressed (DE) genes and biological processes associated with changes in gene expression in primary Sjogren's syndrome (pSS).

METHODS

We performed a meta-analysis using the INMEX program (integrative meta-analysis of expression data) of publicly available microarray GEO datasets of pSS. We performed Gene Ontology (GO) enrichment analyses and pathway analysis using Kyoto Encyclopedia of Genes and Genomes (KEGG).

RESULTS

Three GEO datasets including 37 cases and 33 controls were available for the meta-analysis. We identified 179 genes across the studies which were consistently DE in pSS (146 up-regulated and 33 down-regulated). The up-regulated gene with the largest effect size (ES) (ES = -2.4228) was SELL (selectin L), whose product is required for the binding and subsequent rolling of leucocytes on endothelial cells to facilitate their migration into secondary lymphoid organs and inflammation sites. The most significant enrichment was in the immune response GO category (P = 2.52 × 10(-25)). The most significant pathway in our KEGG analysis was Epstein-Barr virus infection (P = 9.91 × 10(-06)).

CONCLUSIONS

Our meta-analysis demonstrated genes that were consistently DE and biological pathways associated with gene expression changes with pSS.

摘要

引言

本研究的目的是鉴定与原发性干燥综合征(pSS)基因表达变化相关的差异表达(DE)基因和生物学过程。

方法

我们使用INMEX程序(表达数据综合荟萃分析)对公开可用的pSS微阵列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。

结果

三个GEO数据集(包括37例病例和33例对照)可用于荟萃分析。我们在各项研究中鉴定出179个在pSS中始终存在差异表达的基因(146个上调和33个下调)。效应大小(ES)最大的上调基因(ES = -2.4228)是SELL(选择素L),其产物是白细胞在内皮细胞上结合并随后滚动所必需的,以促进其迁移到次级淋巴器官和炎症部位。最显著的富集在免疫反应GO类别中(P = 2.52×10^(-25))。我们KEGG分析中最显著的通路是爱泼斯坦-巴尔病毒感染(P = 9.91×10^(-06))。

结论

我们的荟萃分析证明了与pSS基因表达变化相关的始终存在差异表达的基因和生物学通路。

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