Bioinformatics analysis of key genes and pathways for hepatocellular carcinoma transformed from cirrhosis

被引:30
作者
He, Bosheng [1 ]
Yin, Jianbing [1 ]
Gong, Shenchu [1 ]
Gu, Jinhua [2 ]
Xiao, Jing [3 ]
Shi, Weixiang [1 ]
Ding, Wenbin [1 ]
He, Ying [4 ]
机构
[1] Nantong Univ, Affiliated Hosp 2, Dept Radiol, 6 Hai Er Xiang North Rd, Nantong 226001, Jiangsu, Peoples R China
[2] Nantong Univ, Sch Med, Dept Pathophysiol, Nantong, Jiangsu, Peoples R China
[3] Nantong Univ, Sch Publ Hlth, Dept Epidemiol & Med Stat, Nantong, Jiangsu, Peoples R China
[4] Nantong Univ, Tumor Hosp, Dept Ultrasound, Nantong 226361, Jiangsu, Peoples R China
关键词
differentially expressed genes; hepatocellular carcinoma; KEGG pathway; miRNA-target genes; protein-protein interaction network; CELL-CYCLE ARREST; POOR-PROGNOSIS; EARLY RECURRENCE; HEPATITIS-B; BETA-CATENIN; P53; MUTATIONS; DATABASE; OVEREXPRESSION; PROLIFERATION;
D O I
10.1097/MD.0000000000006938
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective: We aimed to identify some pivotal genes and pathways for hepatocellular carcinoma (HCC) transformation from cirrhosis and explore potential targets for treatment of the disease. Methods: The GSE17548 microarray data were downloaded from Gene Expression Omnibus database, and 37 samples (20 cirrhosis and 17 HCC samples) were used for analysis. The differentially expressed genes (DEGs) in HCC tissues were compared with those in cirrhosis tissues and analyzed using the limma package. Gene ontology-biological process and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analyses were performed using ClueGO and CluePedia tool kits, and the key KEGG pathway was analyzed using the R package pathview. The regulatory factor miRNA of DEGs was extracted from 3 verified miRNAs-target databases using the multiMiR R package. Moreover, a protein-protein interaction (PPI) network was constructed using the Cytoscape software. Results: DEGs including cyclin-dependent Kinase 1 (CDK1), PDZ-binding kinase (PBK), ribonucleotide reductase M2 (RRM2), and abnormal spindle homolog, and microcephaly-associated drosophila (ASPM) were the hubproteins with higher degrees in the PPI network. The cell cycle pathway (CDK1 enriched) and p53 signaling pathway (CDK1 and RRM2 enriched) were significantly enriched by DEGs. Conclusion: CDK1, PBK, RRM2, and ASPM may be key genes for HCC transformation from cirrhosis. Furthermore, cell cycle and p53 signaling pathways may play vital mediatory roles; CDK1 may play crucial roles in HCC transformed from cirrhosis via cell cycle and p53 signaling pathways, and RRM2 might be involved in HCC transformed from cirrhosis via the p53 signaling pathway.
引用
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页数:8
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