Transcriptomic analysis reveals distinct molecular signatures and regulatory networks of osteoarthritic chondrocytes versus mesenchymal stem cells during chondrogenesis.

IF 0.7 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL
Tsung-Yu Lin, Viraj Krishna Mishra, Rajni Dubey, Thakur Prasad Chaturvedi, Shankar A Narayan, Hsu-Wei Fang, Lung-Wen Tsai, Navneet Kumar Dubey
{"title":"Transcriptomic analysis reveals distinct molecular signatures and regulatory networks of osteoarthritic chondrocytes versus mesenchymal stem cells during chondrogenesis.","authors":"Tsung-Yu Lin, Viraj Krishna Mishra, Rajni Dubey, Thakur Prasad Chaturvedi, Shankar A Narayan, Hsu-Wei Fang, Lung-Wen Tsai, Navneet Kumar Dubey","doi":"10.5507/bp.2025.008","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Recent regenerative studies imply conflicting results on knee osteoarthritic (OA) chondrocytes and mesenchymal stem cells (MSC)-mediated cartilage constructs in terms of compressive properties and tensile strength. This could be attributed to different gene expression patterns between MSC and OA chondrocytes during chondrogenic differentiation. Therefore, we analyzed differentially expressed genes (DEGs) between OA and MSC-derived chondrocytes using bioinformatics tools.</p><p><strong>Methods: </strong>We downloaded and analyzed the GSE19664 dataset from the Gene Expression Omnibus to identify DEGs. DAVID was used to perform Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses, while a protein-protein interaction network of DEGs was constructed through the Search Tool for the Retrieval of Interacting Genes (STRING) and identified hub genes by CytoHubba.</p><p><strong>Results: </strong>A total of 43 DEGs identified (15 downregulated and 28 upregulated) were found to be deregulated between OA and MSC-derived chondrocytes. KEGG analysis revealed the enrichment of complement and coagulation cascades and other pathways among the studied chondrocytes. The pathway enrichment identified top KEGG, gene ontology biological process, molecular function, and cellular component. The hub networks identified the top 5 hub genes involved in chondrogenesis, including CLU, PLAT, CP, TIMP3, and SERPINA1.</p><p><strong>Conclusions: </strong>Our results identified significant genes involved in chondrogenesis. These findings provide new avenues for exploring the genetic mechanism underlying cartilage synthesis and novel targets for preclinical intervention and clinical treatment.</p>","PeriodicalId":55363,"journal":{"name":"Biomedical Papers-Olomouc","volume":" ","pages":""},"PeriodicalIF":0.7000,"publicationDate":"2025-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biomedical Papers-Olomouc","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.5507/bp.2025.008","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MEDICINE, RESEARCH & EXPERIMENTAL","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Recent regenerative studies imply conflicting results on knee osteoarthritic (OA) chondrocytes and mesenchymal stem cells (MSC)-mediated cartilage constructs in terms of compressive properties and tensile strength. This could be attributed to different gene expression patterns between MSC and OA chondrocytes during chondrogenic differentiation. Therefore, we analyzed differentially expressed genes (DEGs) between OA and MSC-derived chondrocytes using bioinformatics tools.

Methods: We downloaded and analyzed the GSE19664 dataset from the Gene Expression Omnibus to identify DEGs. DAVID was used to perform Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses, while a protein-protein interaction network of DEGs was constructed through the Search Tool for the Retrieval of Interacting Genes (STRING) and identified hub genes by CytoHubba.

Results: A total of 43 DEGs identified (15 downregulated and 28 upregulated) were found to be deregulated between OA and MSC-derived chondrocytes. KEGG analysis revealed the enrichment of complement and coagulation cascades and other pathways among the studied chondrocytes. The pathway enrichment identified top KEGG, gene ontology biological process, molecular function, and cellular component. The hub networks identified the top 5 hub genes involved in chondrogenesis, including CLU, PLAT, CP, TIMP3, and SERPINA1.

Conclusions: Our results identified significant genes involved in chondrogenesis. These findings provide new avenues for exploring the genetic mechanism underlying cartilage synthesis and novel targets for preclinical intervention and clinical treatment.

转录组学分析揭示了骨关节炎软骨细胞与间充质干细胞在软骨形成过程中的不同分子特征和调节网络。
背景:最近的再生研究表明,膝关节骨关节炎(OA)软骨细胞和间充质干细胞(MSC)介导的软骨结构在抗压性能和抗拉强度方面的结果相互矛盾。这可能归因于MSC和OA软骨细胞在软骨分化过程中不同的基因表达模式。因此,我们使用生物信息学工具分析OA和msc衍生软骨细胞之间的差异表达基因(DEGs)。方法:从Gene Expression Omnibus下载GSE19664数据集进行分析,鉴定DEGs。使用DAVID进行基因本体(GO)和京都基因与基因组百科全书(KEGG)途径富集分析,通过相互作用基因检索搜索工具(STRING)构建deg蛋白-蛋白相互作用网络,并通过CytoHubba鉴定中心基因。结果:发现OA和msc衍生软骨细胞之间共有43个deg(15个下调,28个上调)被解除调控。KEGG分析显示,在所研究的软骨细胞中,补体和凝血级联等途径富集。途径富集鉴定了顶级KEGG、基因本体生物学过程、分子功能和细胞组分。中枢网络确定了参与软骨形成的前5个中枢基因,包括CLU、PLAT、CP、TIMP3和SERPINA1。结论:我们的结果确定了参与软骨形成的重要基因。这些发现为探索软骨合成的遗传机制和临床前干预和临床治疗的新靶点提供了新的途径。
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
Biomedical Papers-Olomouc
Biomedical Papers-Olomouc MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
2.30
自引率
0.00%
发文量
74
审稿时长
6-12 weeks
期刊介绍: Biomedical Papers is a journal of Palacký University Olomouc, Faculty of Medicine and Dentistry, Olomouc, Czech Republic. It includes reviews and original articles reporting on basic and clinical research in medicine. Biomedical Papers is published as one volume per year in four issues.
×
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