Objective: Malignant melanoma is a highly invasive cancer whose pathogenesis remains unclear. We analyzed the microarray dataset GDS1375 in the Gene Expression Omnibus database to search for key genes involved in the occurrence and development of melanoma. Methods: The dataset included 52 samples (7 normal skin and 45 melanoma samples). We identified differentially expressed genes (DEGs) between the two groups and used integrated discovery databases for Gene Ontology (GO) and Kyoto Gene and Genome Encyclopedia (KEGG) pathway analyses. In addition, we used the STRING and MCODE plugins of Cytoscape to visualize the protein-protein interactions (PPI) for these DEGs. Results: A total of 509 upregulated and 618 downregulated DEGs were identified, which were enriched in GO terms including integrin binding, protein binding, and structural constituent of cytoskeleton, and in KEGG pathways such as melanogenesis, prostate cancer, focal adhesion, and renin secretion. Three major modules from the PPI networks and 10 hub genes were identified, including CDC20, GNB2, PPP2R1A, AURKB, POLR2E, and AGTR1. Overall survival was low when these six hub genes were highly expressed. Conclusion: This bioinformatics analysis identified hub genes that may promote the development of melanoma and represent potential new biomarkers for diagnosis and treatment of melanoma.
机构:
Tianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R ChinaTianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R China
Yan, Dongke
Gong, Yanchao
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Coll Environm & Chem Engn, Tianjin Bohai Vocat Technol Coll, Tianjin 300402, Peoples R ChinaTianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R China
Gong, Yanchao
Wang, Yongling
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机构:
Tianjin Ocean Pal Carol Biotech Co Ltd, Tianjin 300350, Peoples R ChinaTianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R China
Wang, Yongling
Li, Longmei
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机构:
Tianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R ChinaTianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R China
Li, Longmei
Tong, Wenhui
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Tianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R ChinaTianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R China
Tong, Wenhui
Pang, Jingjie
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机构:
Henan Aojie Biotech Co Ltd, Juqiao 450002, Henan, Peoples R ChinaTianjin Vocat Inst, Coll Biol & Environm Engn, Tianjin 300410, Peoples R China
机构:China Medical University,Department of Bioinformatics, Key Laboratory of Cell Biology, Ministry of Public Health and Key Laboratory of Medical Cell Biology, Ministry of Education, College of Basic Medical Science
Bin Liang
Chunning Li
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机构:China Medical University,Department of Bioinformatics, Key Laboratory of Cell Biology, Ministry of Public Health and Key Laboratory of Medical Cell Biology, Ministry of Education, College of Basic Medical Science
Chunning Li
Jianying Zhao
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机构:China Medical University,Department of Bioinformatics, Key Laboratory of Cell Biology, Ministry of Public Health and Key Laboratory of Medical Cell Biology, Ministry of Education, College of Basic Medical Science