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通过生物信息学方法鉴定与原发性开角型青光眼相关的基因。

Identification of genes associated with primary open-angle glaucoma by bioinformatics approach.

作者信息

Qiu Haiyan, Zhu Benhu, Ni Shengrong

机构信息

Department of Ophthalmology, Huzhou Central Hospital, No. 198 Hongqi Road, Huzhou, 313000, China.

Department of Ophthalmology, Deqing People's Hospital, Deqing, 313200, China.

出版信息

Int Ophthalmol. 2018 Feb;38(1):19-28. doi: 10.1007/s10792-017-0704-2. Epub 2017 Sep 11.

Abstract

PURPOSE

This study aimed to identify associated genes with primary open-angle glaucoma (POAG) and explore the potentially modular mechanism underlying POAG.

METHODS

We downloaded gene expression profiles data GSE27276 from gene expression omnibus and identified differentially expressed genes between POAG patients and normal controls. Then, gene ontology analysis and kyoto encyclopedia of genes and genomes pathway enrichment were performed to predict the DEGs functions, followed with the construction, centrality analysis, and module mining of protein-protein interaction network.

RESULTS

A total of 552 DEGs including 249 up-regulated and 303 down-regulated genes were identified. The up-regulated DEGs were significantly involved in cell adhesion molecule, while the down-regulated DEGs were significantly involved in complement and coagulation cascades. Centrality analysis screened out 20 genes, among which COL4A4, COL3A1, COL1A2, ITGB5, COL5A2, and COL5A1 were shared in ECM-receptor interaction and focal adhesion pathways. In the sub-network, COL5A2, COL8A2, and COL5A1 were significantly enriched in biological function of eye morphogenesis and eye development, while LAMA5, COL3A1, COL1A2, and COL5A1 were significantly enriched in vasculature development and blood vessel development.

CONCLUSIONS

Six genes, including COL4A4, COL3A1, COL1A2, ITGB5, COL5A2, and COL5A1, ECM-receptor interaction and focal adhesion pathway, are potentially involved in the pathogenesis of POAG via participating in pathways of ECM-receptor interaction and focal adhesion.

摘要

目的

本研究旨在鉴定与原发性开角型青光眼(POAG)相关的基因,并探讨POAG潜在的模块化机制。

方法

我们从基因表达综合数据库下载了基因表达谱数据GSE27276,并鉴定了POAG患者与正常对照之间的差异表达基因。然后,进行基因本体分析和京都基因与基因组百科全书通路富集分析以预测差异表达基因的功能,随后构建蛋白质-蛋白质相互作用网络、进行中心性分析和模块挖掘。

结果

共鉴定出552个差异表达基因,其中249个上调基因和303个下调基因。上调的差异表达基因显著参与细胞粘附分子,而下调的差异表达基因显著参与补体和凝血级联反应。中心性分析筛选出20个基因,其中COL4A4、COL3A1、COL1A2、ITGB5、COL5A2和COL5A1在细胞外基质-受体相互作用和粘着斑途径中共有。在子网络中,COL5A2、COL8A2和COL5A1在眼睛形态发生和眼睛发育的生物学功能中显著富集,而LAMA5、COL3A1、COL1A2和COL5A1在脉管系统发育和血管发育中显著富集。

结论

包括COL4A4、COL3A1、COL1A2、ITGB5、COL5A2和COL5A1在内的六个基因以及细胞外基质-受体相互作用和粘着斑途径可能通过参与细胞外基质-受体相互作用和粘着斑途径而参与POAG的发病机制。

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