Department of Ophthalmology, 4th Affiliated Hospital of China Medical University, Eye Hospital of China Medical University, Key Laboratory of Lens Research of Liaoning Province, Shenyang, China.
Eur Rev Med Pharmacol Sci. 2019 Sep;23(18):7740-7748. doi: 10.26355/eurrev_201909_18983.
Prox1 is expressed in both lens epithelial cells and fiber cells and is essential for lens fiber cell elongation. This study aimed to explore the molecular mechanisms of how Prox1 mutations influence lens fiber cells development.
Comparative transcriptomes analysis of Prox1 conditional knockout (cKO) lens and wild-type (WT) lens were performed using the data GSE69940 downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were determined by the R package "edgeR" of Trinity software. GO (Gene Ontology) enrichment analysis and KEGG (Kyoto Encyclopedia of Genes and Genomes databases) enrichment analysis were performed using the cluster Profiler R package. Then, the protein-protein interaction (PPI) network was predicted using Cytoscape, and the Module analysis of the PPI network was analyzed through the Cytoscape MCODE plugin. Moreover, MotifDb package in R was used to predict the transcription factors binding to Prox1 promoter regions.
In total, 2263 differentially expressed genes were identified between the two groups. GO and KEGG analysis showed that the down-regulated genes were enriched in camera-type eye term, nucleosome assembly, lens fiber cell differentiation, and cell modified and amino acid metabolism. The KEGG pathway of up-regulated genes was associated with lens development, including Hedgehog signaling pathway and MAPK signaling pathway. GO terms of up-regulated DEGs were mainly relevant to bone morphological development, muscle development, and sensory organ morphological development. Next, the PPI network of DEGs was constructed, and 4 modules were analyzed. Moreover, 30 transcription factors were predicted, which are likely to be downstream targets of Prox1 with potential roles in lens development in mice.
This study provides insights into the unique transcriptome profile of lens cells in Prox1 conditional knockout mice, which is a valuable resource for further study of mouse lens genomics.
Prox1 在晶状体上皮细胞和纤维细胞中均有表达,对晶状体纤维细胞的伸长至关重要。本研究旨在探讨 Prox1 突变如何影响晶状体纤维细胞发育的分子机制。
使用从基因表达综合数据库下载的数据集 GSE69940,对 Prox1 条件敲除(cKO)晶状体和野生型(WT)晶状体进行比较转录组分析。使用 Trinity 软件的 R 包“edgeR”确定差异表达基因(DEGs)。使用 cluster Profiler R 包进行 GO(基因本体论)富集分析和 KEGG(京都基因与基因组百科全书数据库)富集分析。然后,使用 Cytoscape 预测蛋白质-蛋白质相互作用(PPI)网络,并通过 Cytoscape MCODE 插件分析 PPI 网络的模块分析。此外,R 中的 MotifDb 包用于预测转录因子与 Prox1 启动子区域的结合。
共鉴定出两组间 2263 个差异表达基因。GO 和 KEGG 分析表明,下调基因富集在相机型眼术语、核小体组装、晶状体纤维细胞分化以及细胞修饰和氨基酸代谢中。上调基因的 KEGG 途径与晶状体发育有关,包括 Hedgehog 信号通路和 MAPK 信号通路。上调 DEGs 的 GO 术语主要与骨形态发育、肌肉发育和感觉器官形态发育有关。接下来,构建了 DEGs 的 PPI 网络,并分析了 4 个模块。此外,预测了 30 个转录因子,它们可能是 Prox1 的下游靶标,在小鼠晶状体发育中可能具有潜在作用。
本研究提供了 Prox1 条件敲除小鼠晶状体细胞独特转录组谱的见解,这是进一步研究小鼠晶状体基因组学的宝贵资源。