RNA-Seq Analysis Unraveling Novel Genes and Pathways Influencing Corneal Wound Healing.

IF 5 2区 医学 Q1 OPHTHALMOLOGY
Rajnish Kumar, Ratnakar Tripathi, Nishant R Sinha, Rajiv R Mohan
{"title":"RNA-Seq Analysis Unraveling Novel Genes and Pathways Influencing Corneal Wound Healing.","authors":"Rajnish Kumar, Ratnakar Tripathi, Nishant R Sinha, Rajiv R Mohan","doi":"10.1167/iovs.65.11.13","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Transdifferentiation of corneal fibroblasts to myofibroblasts in the stroma is a central mechanistic event in corneal wound healing. This study sought to characterize genes and pathways influencing transdifferentiation of human corneal fibroblasts (hCSFs) to human corneal myofibroblasts (hCMFs) using RNA sequencing (RNA-seq) to develop comprehensive mechanistic information and identify newer targets for corneal fibrosis management.</p><p><strong>Methods: </strong>Primary hCSFs were derived from donor human corneas. hCMFs were generated by treating primary hCSFs with transforming growth factor β1 (TGFβ1; 5 ng/mL) for 72 hours under serum-free conditions. RNA was extracted using the RNeasy Plus Mini Kit and subjected to RNA-seq analysis after quality control testing. Differential gene expression, pathway enrichment, and protein-protein network analyses were performed using DESeq2, GSEA/PANTHER/Reactome, and Cytoscape/cytoHubba, respectively.</p><p><strong>Results: </strong>RNA-seq analysis of hCMFs and hCSFs identified 3843 differentially expressed genes and transcripts (adjusted P < 0.05). The log(fold change) ≥ ±1.5 filter showed 816 upregulated and 739 downregulated genes between two cell types. Pathway enrichment analysis showed the highest normalized enrichment score for epithelial-to-mesenchymal transition (5.569), followed by mTORC1 signaling (2.949), angiogenesis (2.176), and TGFβ signaling (2.008). Protein-protein interaction network analysis identified the top 20 nodes influencing corneal myofibroblast development. The expression of a novel MXRA5 in corneal stroma and its association with corneal fibrosis was verified by real-time quantitative reverse transcription PCR and immunofluorescence. RNA-seq and gene count files were submitted to the NCBI Gene Expression Omnibus (GSE260476).</p><p><strong>Conclusions: </strong>This study identified several novel genes involved in myofibroblast development, offering potential targets for developing newer therapeutic strategies for corneal fibrosis.</p>","PeriodicalId":14620,"journal":{"name":"Investigative ophthalmology & visual science","volume":null,"pages":null},"PeriodicalIF":5.0000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11383191/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Investigative ophthalmology & visual science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1167/iovs.65.11.13","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: Transdifferentiation of corneal fibroblasts to myofibroblasts in the stroma is a central mechanistic event in corneal wound healing. This study sought to characterize genes and pathways influencing transdifferentiation of human corneal fibroblasts (hCSFs) to human corneal myofibroblasts (hCMFs) using RNA sequencing (RNA-seq) to develop comprehensive mechanistic information and identify newer targets for corneal fibrosis management.

Methods: Primary hCSFs were derived from donor human corneas. hCMFs were generated by treating primary hCSFs with transforming growth factor β1 (TGFβ1; 5 ng/mL) for 72 hours under serum-free conditions. RNA was extracted using the RNeasy Plus Mini Kit and subjected to RNA-seq analysis after quality control testing. Differential gene expression, pathway enrichment, and protein-protein network analyses were performed using DESeq2, GSEA/PANTHER/Reactome, and Cytoscape/cytoHubba, respectively.

Results: RNA-seq analysis of hCMFs and hCSFs identified 3843 differentially expressed genes and transcripts (adjusted P < 0.05). The log(fold change) ≥ ±1.5 filter showed 816 upregulated and 739 downregulated genes between two cell types. Pathway enrichment analysis showed the highest normalized enrichment score for epithelial-to-mesenchymal transition (5.569), followed by mTORC1 signaling (2.949), angiogenesis (2.176), and TGFβ signaling (2.008). Protein-protein interaction network analysis identified the top 20 nodes influencing corneal myofibroblast development. The expression of a novel MXRA5 in corneal stroma and its association with corneal fibrosis was verified by real-time quantitative reverse transcription PCR and immunofluorescence. RNA-seq and gene count files were submitted to the NCBI Gene Expression Omnibus (GSE260476).

Conclusions: This study identified several novel genes involved in myofibroblast development, offering potential targets for developing newer therapeutic strategies for corneal fibrosis.

RNA-Seq 分析揭示影响角膜伤口愈合的新基因和途径
目的:角膜成纤维细胞向基质中的肌成纤维细胞的转分化是角膜伤口愈合的核心机制事件。本研究试图利用 RNA 测序技术(RNA-seq)描述影响人角膜成纤维细胞(hCSFs)向人角膜肌成纤维细胞(hCMFs)转分化的基因和通路,以获得全面的机理信息并确定角膜纤维化管理的新靶点:在无血清条件下,用转化生长因子β1(TGFβ1;5 ng/mL)处理原代hCSFs 72小时。使用 RNeasy Plus Mini Kit 提取 RNA,经过质量控制测试后进行 RNA-seq 分析。分别使用 DESeq2、GSEA/PANTHER/Reactome 和 Cytoscape/cytoHubba 进行了差异基因表达、通路富集和蛋白质-蛋白质网络分析:结果:hCMFs和hCSFs的RNA-seq分析发现了3843个差异表达基因和转录本(调整后P<0.05)。对数(折合变化)≥±1.5的筛选结果显示,两种细胞类型之间有816个基因上调,739个基因下调。通路富集分析显示,上皮细胞向间质转化的归一化富集得分最高(5.569),其次是 mTORC1 信号转导(2.949)、血管生成(2.176)和 TGFβ 信号转导(2.008)。蛋白-蛋白相互作用网络分析确定了影响角膜肌成纤维细胞发育的前 20 个节点。通过实时定量反转录 PCR 和免疫荧光验证了角膜基质中新型 MXRA5 的表达及其与角膜纤维化的关系。RNA-seq和基因计数文件已提交给NCBI基因表达总库(GSE260476):本研究发现了几个参与肌成纤维细胞发育的新基因,为开发角膜纤维化的新型治疗策略提供了潜在靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.90
自引率
4.50%
发文量
339
审稿时长
1 months
期刊介绍: Investigative Ophthalmology & Visual Science (IOVS), published as ready online, is a peer-reviewed academic journal of the Association for Research in Vision and Ophthalmology (ARVO). IOVS features original research, mostly pertaining to clinical and laboratory ophthalmology and vision research in general.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信