Identification of Marker Genes and Pathways in Patients with Primary Biliary Cholangitis

小桶 原发性胆汁性肝硬化 生物 基因 计算生物学 白细胞介素-7受体 基因调控网络 基因表达谱 遗传学 免疫系统 转录组 基因表达 免疫学 T细胞 白细胞介素2受体
作者
Xi-Hua Dong,Xiaoou Yu,Hua Li,Hui Kang
出处
期刊:Journal of Computational Biology [Mary Ann Liebert, Inc.]
卷期号:27 (6): 923-933 被引量:4
标识
DOI:10.1089/cmb.2019.0230
摘要

Primary biliary cholangitis (PBC) is an autoimmune liver disease characterized by cholestasis and cirrhosis, and in which hepatic failure may occur. This study explores the changes in the gene expression profiles of liver tissues during the pathogenesis of PBC. Array dataset GSE79850 was downloaded from the Gene Expression Omnibus database. GeneSpring software was used to analyze differentially expressed genes (DEGs) in liver tissues from PBC patients compared with those from controls. Gene ontology (GO) annotation, the Kyoto Encyclopedia of Genes and Genomes (KEGG), and Reactome pathway enrichment analyses were performed by using Database for Annotation, Visualization and Integrated Discovery (DAVID) software. Cytoscape software was used to construct a protein–protein interaction (PPI) network. Plug-ins Molecular Complex Detection and iRegulon were used for clustering analysis and transcription factors related to key genes with PBC. A total of 77 DEGs, including 47 up- and 30 downregulated genes, were identified. The PPI network was established with 74 nodes and 356 protein pairs. The C-C motif chemokine ligand 5 (CCL5), interleukin 7 receptor (IL7R), and TNF receptor superfamily member 1A (TNFRSF1A) were identified as hub genes in the PPI network and may, therefore, be marker genes for PBC. Further, the upregulated genes CCL5 and IL7R, and downregulated TNFRSF1A were included in immune system processes as a GO term in the category Biological Processes. In conclusion, CCL5, IL7R, TNFRSF1A, and the immune response pathway may have crucial roles in PBC. These genes and pathways may be potential targets for treating PBC.
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