机构:[1]Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital, Sun Yat‑sen University, Guangzhou, Guangdong 510000中山大学附属第三医院[2]Acupuncture Department, The Fourth Clinical Medical College of Guangzhou University Chinese Medicine, Shenzhen, Guangdong 518000深圳市康宁医院深圳市中医院深圳医学信息中心[3]Hepatopathy Institution, Affiliated Hospital Hubei University Chinese Medicine, Wuhan, Hubei 430061[4]Pharmaceutical Analysis Department, School of Pharmaceutical Sciences, Sun Yat‑sen University, Guangzhou, Guangdong 510006, P.R. China
Hepatocellular carcinoma (HCC) is one of the most common malignant types of cancer, with a high mortality rate. Sorafenib is the sole approved oral clinical therapy against advanced HCC. However, individual patients exhibit varying responses to sorafenib and the development of sorafenib resistance has been a new challenge for its clinical efficacy. The current study identified gene biomarkers and key pathways in sorafenib-resistant HCC using bioinformatics analysis. Gene dataset GSE73571 was obtained from the Gene Expression Omnibus (GEO) database, including four sorafenib-acquired resistant and three sorafenib-sensitive HCC phenotypes. Differentially expressed genes (DEGs) were identified using the web tool GEO2R. Functional and pathway enrichment of DEGs were analyzed using the Database for Annotation, Visualization and Integrated Discovery and the protein-protein interaction (PPI) network was constructed using the Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape. A total of 1,319 DEGs were selected, which included 593 upregulated and 726 downregulated genes. Functional and pathway enrichment analysis revealed DEGs enriched in negative regulation of endopeptidase activity, cholesterol homeostasis, DNA replication and repair, coagulation cascades, insulin resistance, RNA transport, cell cycle and others. Eight hub genes, including kininogen 1, vascular cell adhesion molecule 1, apolipoprotein C3, alpha 2-HS glycoprotein, erb-b2 receptor tyrosine kinase 2, secreted protein acidic and cysteine rich, vitronectin and vimentin were identified from the PPI network. In conclusion, the present study identified DEGs and key genes in sorafenib-resistant HCC, which further the knowledge of potential mechanisms in the development of sorafenib resistance and may provide potential targets for early diagnosis and new treatments for sorafenib-resistant HCC.
基金:
the Scientific Research Project of Medical Service of National Clinical Research Base of Traditional Chinese Medicine of State Administration of Traditional Chinese Medicine (grant no. JDZX2015173) and the National Natural Science Foundation of China (grant no. 21675177).
第一作者机构:[1]Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital, Sun Yat‑sen University, Guangzhou, Guangdong 510000
共同第一作者:
通讯作者:
通讯机构:[1]Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital, Sun Yat‑sen University, Guangzhou, Guangdong 510000[*1]Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital, Sun Yat-sen University, 600 Tianhe Road, Guangzhou, Guangdong 510000, P.R. China
推荐引用方式(GB/T 7714):
Huang Danping,Yuan Weiqu,Li Hanmin,et al.Identification of key pathways and biomarkers in sorafenib-resistant hepatocellular carcinoma using bioinformatics analysis.[J].EXPERIMENTAL AND THERAPEUTIC MEDICINE.2018,16(3):1850-1858.doi:10.3892/etm.2018.6427.
APA:
Huang Danping,Yuan Weiqu,Li Hanmin,Li Shaodong,Chen Zuanguang&Yang Hongzhi.(2018).Identification of key pathways and biomarkers in sorafenib-resistant hepatocellular carcinoma using bioinformatics analysis..EXPERIMENTAL AND THERAPEUTIC MEDICINE,16,(3)
MLA:
Huang Danping,et al."Identification of key pathways and biomarkers in sorafenib-resistant hepatocellular carcinoma using bioinformatics analysis.".EXPERIMENTAL AND THERAPEUTIC MEDICINE 16..3(2018):1850-1858