Transcriptomic landscape of quiescent and proliferating human corneal stromal fibroblasts

IF 3 2区 医学 Q1 OPHTHALMOLOGY
Rajnish Kumar , Ratnakar Tripathi , Nishant R. Sinha , Rajiv R. Mohan
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引用次数: 0

Abstract

This study analyzed the transcriptional changes in primary human corneal stromal fibroblasts (hCSFs) grown under quiescent (serum-free) and proliferating (serum-supplemented) culture conditions to identify genes, pathways, and protein‒protein interaction networks influencing corneal repair and regeneration. Primary hCSFs were isolated from donor human corneas and maintained in serum-free or serum-laden conditions. RNA was extracted from confluent cultures using Qiagen kit and subjected to RNA sequencing (RNAseq) analysis. Differential gene expression (DGE) and pathway enrichment analyses were conducted using DESeq2 and Gene Set Enrichment Analysis (GSEA), respectively. Protein‒protein interaction (PPI) networks were created exploiting the STRING database and analyzed with Cytoscape and the cytoHubba plugin. RNA-seq revealed 5,181 genes that were significantly differentially expressed/changed among the 18,812 annotated genes (p value ˂0.05). A cutoff value of a log2-fold change of ±1.5 or greater was used to identify 674 significantly upregulated and 771 downregulated genes between quiescent and proliferating hCSFs. Pathway enrichment analysis revealed significant changes in genes linked to cell cycle regulation, inflammatory, and oxidative stress response pathways, such as E2F Targets, G2M Checkpoint, and MYC Targets, TNFA signaling via NF-kB, and oxidative phosphorylation. Protein-protein interaction network analysis highlighted critical hub genes. The FGF22, CD34, ASPN, DPT, LUM, FGF10, PDGFRB, ECM2, DCN, VEGFD, OMD, OGN, ANGPT1, CDH5, and PRELP were upregulated, whereas genes linked to cell cycle regulation and mitotic progression, such as BUB1, TTK, KIF23, KIF11, BUB1B, DLGAP5, NUSAP1, CCNA2, CCNB1, BIRC5, CDK1, KIF20A, AURKB, KIF2C, and CDCA8, were downregulated. The RNA sequences and gene count files have been submitted to the Gene Expression Omnibus (accession # GSE260476). Our study provides a comprehensive information on the transcriptional and molecular changes in hCSFs under quiescent and proliferative conditions and highlights key pathways and hub genes.

静止和增殖的人类角膜基质成纤维细胞的转录组图谱
本研究分析了在静止(无血清)和增殖(补充血清)培养条件下生长的原代人角膜基质成纤维细胞(hCSFs)的转录变化,以确定影响角膜修复和再生的基因、通路和蛋白-蛋白相互作用网络。从供体人类角膜中分离出原代hCSFs,在无血清或高血清条件下进行培养。使用Qiagen试剂盒从汇合培养物中提取RNA,并进行RNA测序(RNAseq)分析。分别使用 DESeq2 和基因组富集分析(Gene Set Enrichment Analysis,GSEA)进行差异基因表达(DGE)和通路富集分析。利用 STRING 数据库创建了蛋白质-蛋白质相互作用(PPI)网络,并使用 Cytoscape 和 cytoHubba 插件进行了分析。在 18,812 个注释基因中,RNA-seq 发现了 5,181 个有显著差异表达/变化的基因(p 值 ˂0.05)。以对数2倍变化在±1.5或更大为临界值,确定了静止和增殖hCSFs之间674个明显上调的基因和771个下调的基因。通路富集分析显示,与细胞周期调控、炎症和氧化应激反应通路(如 E2F 靶点、G2M 检查点和 MYC 靶点、通过 NF-kB 的 TNFA 信号转导以及氧化磷酸化)相关的基因发生了重大变化。蛋白-蛋白相互作用网络分析突出了关键的枢纽基因。FGF22、CD34、ASPN、DPT、LUM、FGF10、PDGFRB、ECM2、DCN、VEGFD、OMD、OGN、ANGPT1、CDH5 和 PRELP 等基因被上调,而与细胞周期调控和有丝分裂进程相关的基因,如 BUB1、TTG1、TTG2、TTG3、TTG4 和 TTG5 则被上调、而与细胞周期调控和有丝分裂进程相关的基因,如 BUB1、TTK、KIF23、KIF11、BUB1B、DLGAP5、NUSAP1、CCNA2、CCNB1、BIRC5、CDK1、KIF20A、AURKB、KIF2C 和 CDCA8 则出现下调。RNA 序列和基因计数文件已提交至基因表达总库(Gene Expression Omnibus)(accession # GSE260476)。我们的研究提供了静止和增殖条件下 hCSFs 转录和分子变化的全面信息,并突出了关键通路和枢纽基因。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Experimental eye research
Experimental eye research 医学-眼科学
CiteScore
6.80
自引率
5.90%
发文量
323
审稿时长
66 days
期刊介绍: The primary goal of Experimental Eye Research is to publish original research papers on all aspects of experimental biology of the eye and ocular tissues that seek to define the mechanisms of normal function and/or disease. Studies of ocular tissues that encompass the disciplines of cell biology, developmental biology, genetics, molecular biology, physiology, biochemistry, biophysics, immunology or microbiology are most welcomed. Manuscripts that are purely clinical or in a surgical area of ophthalmology are not appropriate for submission to Experimental Eye Research and if received will be returned without review.
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