Department of Respirology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China; Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China.
Department of Respirology, Shanghai Public Health Clinical Center, Fudan University, Shanghai, 201508, China.
Microb Pathog. 2019 Sep;134:103563. doi: 10.1016/j.micpath.2019.103563. Epub 2019 Jun 5.
Tuberculosis (TB) is one of the most prevalent pulmonary diseases caused by Mycobacterium tuberculosis (Mtb). MiRNAs (miRNAs) participate in TB progression by modulating the host-pathogen interaction. Bioinformatics advancements provide basis for exploring novel immunoregulatory miRNAs and their performance as diagnostic biomarkers. Gene and miRNA expression datasets, GSE29190 and GSE54992, were downloaded from Gene Expression Omnibus (GEO) database. Based on fold changes and statistical significance, a total of 7463 differentially expressed mRNAs (DE-mRNAs) and 38 differentially expressed miRNAs (DE-miRNAs) were screened. Function annotation and protein-protein interaction (PPI) network were constructed to reveal underlying mechanisms of TB pathogenesis. Functional annotation identified the MAPK signalling pathway and leukocyte migration as the top enriched processes. The PPI and MGIP networks indicated that chemokine ligands like CXCL1/CXCL2 and receptors, like CCR7 were important down-regulated genes, implying that a protective mechanism against overdue inflammation induced cell death. MiRNA-gene-immune processes (MGIP) network enriched 7 deregulated miRNAs, and their expression was further examined with quantitative real-time PCR (qRT-PCR), in PBMC samples of 20 active TB patients and 20 healthy donors. The diagnostic performance was evaluated with ROC curves. MiR-892b; miR-199b-5p and miR-582-5p were significantly deregulated in TB patients, compared with healthy participants. The best overall performance was from miR-892b, with an area under curve (AUC) of 0.77, 55% sensitivity and 90% specificity. AUC of miR-199b-5p and miR-582-5p were 0.71 and 0.70, respectively. MiR-892b, miR-199b-5p and miR-582-5p could be considered promising novel diagnostic biomarkers for active tuberculosis.
结核病(TB)是由结核分枝杆菌(Mtb)引起的最常见肺部疾病之一。miRNAs(miRNAs)通过调节宿主-病原体相互作用参与 TB 进展。生物信息学的进步为探索新型免疫调节 miRNAs 及其作为诊断生物标志物的性能提供了基础。从基因表达综合数据库(GEO)下载基因和 miRNA 表达数据集 GSE29190 和 GSE54992。基于倍数变化和统计学意义,筛选出总共 7463 个差异表达的 mRNAs(DE-mRNAs)和 38 个差异表达的 miRNAs(DE-miRNAs)。构建功能注释和蛋白质-蛋白质相互作用(PPI)网络,以揭示 TB 发病机制的潜在机制。功能注释确定了 MAPK 信号通路和白细胞迁移为最富集的过程。PPI 和 MGIP 网络表明趋化因子配体如 CXCL1/CXCL2 和受体如 CCR7 是重要的下调基因,这表明存在一种针对过度炎症诱导细胞死亡的保护机制。miRNA-基因-免疫过程(MGIP)网络富集了 7 个失调的 miRNAs,并使用定量实时 PCR(qRT-PCR)进一步检测了它们在 20 例活动性 TB 患者和 20 例健康供体的 PBMC 样本中的表达。使用 ROC 曲线评估诊断性能。与健康参与者相比,TB 患者中 miR-892b、miR-199b-5p 和 miR-582-5p 的表达明显失调。miR-892b 的整体表现最佳,曲线下面积(AUC)为 0.77,灵敏度为 55%,特异性为 90%。miR-199b-5p 和 miR-582-5p 的 AUC 分别为 0.71 和 0.70。miR-892b、miR-199b-5p 和 miR-582-5p 可被认为是活动性肺结核的有前途的新型诊断生物标志物。