Bioinformatics analysis of synovial fluid-derived mesenchymal stem cells in the temporomandibular joint stimulated with IL-1β.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
ACS Applied Bio Materials Pub Date : 2023-08-01 Epub Date: 2023-05-09 DOI:10.1007/s10616-023-00579-x
Yiting Lou, Ran Tao, Xiaoyan Weng, Suzhen Sun, Yong Yang, Binbin Ying
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引用次数: 0

Abstract

The stimulation of interleukin-1β (IL-1β) is the risk factor for temporomandibular joint osteoarthritis (TMJOA). We aim to investigate IL-1β stimulation-related gene and signal pathways in synovial fluid-derived mesenchymal stem cells (SF-MSCs) inflammatory activation to predict the occurrence of TMJOA. The microarray dataset GSE150057 was downloaded from the gene expression omnibus (GEO) database, and principal component analysis (PCA) was performed on the involved genes to obtain differential genes (DEGs). Gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathway were performed based on the DAVID database. The protein-protein interaction (PPI) network was constructed by the STRING database to identify hub genes. Based on the correlation between differential expression levels of lncRNAs and mRNAs, the co-expression network of lncRNA-mRNA was established. A total of 200 DEGs were obtained. Among 168 differential mRNAs, 126 were up-regulated and 42 were down-regulated; among 32 differential lncRNAs, 23 were up-regulated and 9 were down-regulated. Then, GO analysis showed that DEGs were mainly involved in signal transduction, inflammation, and apoptosis processes. KEGG pathway mainly involved the TNF signaling pathway, NF-κB signaling pathway, NOD-like receptor signaling pathway, and cytokine-cytokine-receptor interaction. Ten hub genes were recognized by PPI analysis, including CXCL8, CCL2, CXCL2, NFKBIA, CSF2, IL1A, IRF1, VCAM1, NFKB1, and TNFAIP3. In conclusion, our study has indicated the role of IL-1β stimulation in the progression of SF-MSCs inflammation and predicted DEGs and downstream pathways.

Abstract Image

IL-1β刺激颞下颌关节滑膜液来源间充质干细胞的生物信息学分析。
白细胞介素-1β(IL-1β)的刺激是颞下颌关节骨性关节炎(TMJOA)的危险因素。我们的目的是研究滑液来源的间充质干细胞(SF-MSCs)炎症激活中IL-1β刺激相关基因和信号通路,以预测TMJOA的发生。从基因表达综合数据库(GEO)下载微阵列数据集GSE150057,并对相关基因进行主成分分析(PCA)以获得差异基因(DEG)。基于DAVID数据库进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路。蛋白质-蛋白质相互作用(PPI)网络由STRING数据库构建,用于识别中枢基因。基于lncRNAs和mRNAs差异表达水平之间的相关性,建立了lncRNA-mRNA的共表达网络。总共获得了200个DEG。在168个差异mRNAs中,126个上调,42个下调;在32个差异lncRNA中,23个上调,9个下调。GO分析表明,DEGs主要参与信号转导、炎症和细胞凋亡过程。KEGG通路主要涉及TNF信号通路、NF-κB信号通路、NOD样受体信号通路和细胞因子-细胞因子-受体相互作用。PPI分析识别了10个枢纽基因,包括CXCL8、CCL2、CXCL2、NFKBIA、CSF2、IL1A、IRF1、VCAM1、NFKB1和TNFAIP3。总之,我们的研究表明了IL-1β刺激在SF MSCs炎症进展中的作用,并预测了DEG和下游途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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