Department of Surgery, Infectious Disease Hospital of Heilongjiang Province, Harbin, China.
Department of Internal Medicine, Infectious Disease Hospital of Heilongjiang Province, Harbin, China.
J Comput Biol. 2020 Jan;27(1):121-130. doi: 10.1089/cmb.2019.0161. Epub 2019 Aug 28.
To identify candidate key genes and pathways associated with lymph node tuberculosis (LNTB) and reveal the potential molecular mechanisms of LNTB development. Gene expression profile of GSE63548 was downloaded from the Gene Expression Omnibus (GEO) database. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichments of differentially expressed genes (DEGs) were analyzed by DAVID, and the protein-protein interaction (PPI) network was performed from STRING database. Furthermore, Cytoscape was used to integrate the network of transcription factor (TF) target and miRNA target. A total of 239 DEGs were screened out. Based on the DEGs, a miRNA of hsa-miR-4536 and 28 TFs, such as GATA1, JUND, NR2F1, POU1F1, and RELB, were obtained. Pathway enrichment analyses revealed that DEGs were mainly enriched in the pathways of regulation of lipolysis in adipocytes, vascular smooth muscle contraction, fat digestion and absorption, NOD-like receptor, and TNF signaling pathway. Furthermore, 53 nodes and 241 interactions were identified in the PPI network. In addition, the integrated regulatory network showed that , , , , , , , and were the target genes of hsa-miR-4536. This study revealed the candidate key genes and pathways that are involved in the pathogenesis of LNTB, which will provide potential therapeutic targets for the treatment of LNTB.
为了鉴定与淋巴结结核(LNTB)相关的候选关键基因和通路,并揭示 LNTB 发展的潜在分子机制。从基因表达综合数据库(GEO)下载基因表达谱 GSE63548。利用 DAVID 对差异表达基因(DEGs)进行京都基因与基因组百科全书(KEGG)通路富集分析,从 STRING 数据库进行蛋白质-蛋白质相互作用(PPI)网络分析。此外,利用 Cytoscape 整合转录因子(TF)靶基因和 miRNA 靶基因网络。筛选出 239 个 DEGs。基于 DEGs,获得了 hsa-miR-4536 一个 miRNA 和 28 个 TF,如 GATA1、JUND、NR2F1、POU1F1 和 RELB。通路富集分析显示,DEGs 主要富集在脂肪细胞脂解调节、血管平滑肌收缩、脂肪消化吸收、NOD 样受体和 TNF 信号通路。此外,在 PPI 网络中鉴定出 53 个节点和 241 个相互作用。此外,整合调控网络显示,、、、、、、、和 是 hsa-miR-4536 的靶基因。本研究揭示了参与 LNTB 发病机制的候选关键基因和通路,为 LNTB 的治疗提供了潜在的治疗靶点。