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首页> 外文期刊>Molecular medicine reports >Bioinformatics analysis of molecular mechanisms involved in intervertebral disc degeneration induced by TNF-alpha and IL-1 beta
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Bioinformatics analysis of molecular mechanisms involved in intervertebral disc degeneration induced by TNF-alpha and IL-1 beta

机译:TNF-α和IL-1β诱导的椎间盘退变相关分子机制的生物信息学分析

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摘要

The present study aimed to explore the molecular mechanisms associated with intervertebral disc degeneration (IDD) induced by tumor necrosis factor (TNF)- and interleukin (IL)-1. The microarray dataset no. GSE42611 was downloaded from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) between four experimental nucleus pulposus samples and four control nucleus pulposus samples were analyzed. Subsequently, Gene Ontology (GO) and pathway enrichment analyses of DEGs were performed, followed by protein-protein interaction (PPI) network construction and prediction of a regulatory network of transcription factor (TFs). Finally, the transcriptional regulatory network was integrated into the PPI network to analyze the network modules. A total of 246 upregulated and 290 downregulated DEGs were identified. The upregulated DEGs were mainly associated with GO terms linked with inflammatory response and apoptotic pathways, while the downregulated DEGs were mainly associated with GO terms linked with cell adhesion and pathways of extracellular matrix - receptor interaction. In the PPI network, IL6, COL1A1, NFKB1 and HIF1A were hub genes, and in addition, NFKB1 and HIF1A were TFs. Pathways of apoptosis and extracellular matrix - receptor interaction may have important roles in IDD progression. IL6, COL1A1 and the TFs NFKB1 and HIF1A may be used as biomarkers for IDD diagnosis and treatment.
机译:本研究旨在探讨与肿瘤坏死因子(TNF)-和白介素(IL)-1诱导的椎间盘退变(IDD)相关的分子机制。微阵列数据集编号GSE42611是从Gene Expression Omnibus数据库下载的。分析了四个实验髓核样品和四个对照髓核样品之间的差异表达基因(DEG)。随后,对DEGs进行基因本体论(GO)和途径富集分析,然后进行蛋白质-蛋白质相互作用(PPI)网络的构建和预测转录因子(TFs)的调控网络。最后,将转录调控网络整合到PPI网络中以分析网络模块。总共确定了246个上调的DEG和290个下调的DEG。上调的DEGs主要与与炎症反应和凋亡途径相关的GO术语相关,而下调的DEGs主要与与细胞粘附和细胞外基质-受体相互作用的路径相关的GO术语相关。在PPI网络中,IL6,COL1A1,NFKB1和HIF1A是集线器基因,此外,NFKB1和HIF1A是TF。细胞凋亡和细胞外基质-受体相互作用的途径可能在IDD进展中起重要作用。 IL6,COL1A1和TFs NFKB1和HIF1A可用作IDD诊断和治疗的生物标志物。

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