Zhang Yu-Jun, Hu Ying, Li Jing, Chi Yu-Jing, Jiang Wei-Wei, Zhang Feng, Liu Yu-Lan
Institute of Clinical Molecular Biology and Department of Gastroenterology, Peking University People's Hospital, Beijing 100044, China.
Hepatobiliary Pancreat Dis Int. 2017 Feb;16(1):65-79. doi: 10.1016/s1499-3872(16)60098-x.
The integrative analysis of microRNA and mRNA expression profiles can elucidate microRNA-targeted gene function. We used this technique to elucidate insights into the immunological pathology of non-alcoholic fatty liver disease (NAFLD).
We analyzed differentially expressed microRNA and mRNA expression profiles of CD4+ T lymphocytes from the liver and mesenteric lymph nodes (MLNs) of mice with NAFLD using microarrays and RNA sequencing. Normal mice were used as controls. The target genes of microRNAs were predicted by TargetScan. Integrative analysis showed that the mRNAs were overlapped with microRNAs. Furthermore, the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed to predict the key genes and pathways. Then, 16 microRNAs and 10 mRNAs were validated by qRT-PCR.
Microarray analysis suggested that 170 microRNAs were significantly de-regulated in CD4+ T lymphocytes from the liver between the two groups. Eighty mRNAs corresponded with microRNA targeted genes. KEGG analysis indicated that the MAPK pathway was consistently augmented in the liver of NAFLD mice. miR-23b, let-7e, miR-128 and miR-130b possibly played significant parts in the MAPK pathways. Furthermore, between the two groups, 237 microRNAs were significantly de-regulated in CD4+ T lymphocytes from MLNs. 38 mRNAs coincided with microRNA target genes. The metabolic pathway was consistently enriched in the MLNs of NAFLD mice. miR-206-3p, miR-181a-5p, miR-29c-3p and miR-30d-5p likely play important roles in the regulation of metabolic pathways.
The results of this study presented a new perspective on the application of integrative analysis to identify complex regulation means involved in the immunological pathogenesis of NAFLD.
对微小RNA(miRNA)和信使核糖核酸(mRNA)表达谱进行综合分析可阐明miRNA靶向基因的功能。我们运用该技术来深入了解非酒精性脂肪性肝病(NAFLD)的免疫病理学。
我们使用微阵列和RNA测序分析了NAFLD小鼠肝脏和肠系膜淋巴结(MLN)中CD4 + T淋巴细胞差异表达的miRNA和mRNA表达谱。正常小鼠用作对照。通过TargetScan预测miRNA的靶基因。综合分析显示mRNA与miRNA存在重叠。此外,进行了基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析以预测关键基因和通路。然后,通过定量逆转录聚合酶链反应(qRT-PCR)验证了16个miRNA和10个mRNA。
微阵列分析表明,两组之间肝脏中CD4 + T淋巴细胞中有170个miRNA显著失调。80个mRNA与miRNA靶向基因相对应。KEGG分析表明,丝裂原活化蛋白激酶(MAPK)通路在NAFLD小鼠肝脏中持续增强。miR-23b、let-7e、miR-128和miR-130b可能在MAPK通路中起重要作用。此外,两组之间,MLN中CD4 + T淋巴细胞中有237个miRNA显著失调。38个mRNA与miRNA靶基因一致。代谢通路在NAFLD小鼠的MLN中持续富集。miR-206-3p、miR-181a-5p、miR-29c-3p和miR-30d-5p可能在代谢通路调节中起重要作用。
本研究结果为综合分析在识别NAFLD免疫发病机制中涉及的复杂调控手段的应用提供了新视角。