Identification of potential crucial genes and key pathways in osteosarcoma

被引:28
作者
Liu, Junwei [1 ]
Wu, Siyu [1 ]
Xie, Xiaoyu [1 ]
Wang, Ziming [1 ]
Lei, Qianqian [2 ]
机构
[1] Army Med Univ, Daping Hosp, Dept Orthoped Surg, 10 Changjiang Branch Rd, Chongqing 400042, Peoples R China
[2] Chongqing Univ Canc Hosp, Dept Radiat Oncol, 181 Hanyu Rd, Chongqing 400030, Peoples R China
关键词
Osteosarcoma; Gene expression omnibus; Differentially expressed genes; Bioinformatics; Pathway; CELL-CYCLE; BIOINFORMATICS ANALYSIS; PROLIFERATION; EXPRESSION; METASTASIS; ACTIVATION; APOPTOSIS; CHEMOTHERAPY; OVEREXPRESSION; ANGIOGENESIS;
D O I
10.1186/s41065-020-00142-0
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background The aim of this study is to identify the potential pathogenic and metastasis-related differentially expressed genes (DEGs) in osteosarcoma through bioinformatic analysis of Gene Expression Omnibus (GEO) database. Results Gene expression profiles of GSE14359, GSE16088, and GSE33383, in total 112 osteosarcoma tissue samples and 7 osteoblasts, were analyzed. Seventy-four normal-primary DEGs (NPDEGs) and 764 primary-metastatic DEGs (PMDEGs) were screened. VAMP8, A2M, HLA-DRA, SPARCL1, HLA-DQA1, APOC1 and AQP1 were identified continuously upregulating during the oncogenesis and metastasis of osteosarcoma. The enriched functions and pathways of NPDEGs include procession and presentation of antigens, activation of MHC class II receptors and phagocytosis. The enriched functions and pathways of PMDEGs include mitotic nuclear division, cell adhesion molecules (CAMs) and focal adhesion. With protein-protein interaction (PPI) network analyzed by Molecular Complex Detection (MCODE) plug-in of Cytoscape software, one hub NPDEG (HLA-DRA) and 7 hub PMDEGs (CDK1, CDK20, CCNB1, MTIF2, MRPS7, VEGFA and EGF) were eventually selected, and the most significant pathways in NPDEGs module and PMDEGs module were enriched in the procession and presentation of exogenous peptide antigen via MHC class II and the nuclear division, respectively. Conclusions By integrated bioinformatic analysis, numerous DEGs related to osteosarcoma were screened, and the hub DEGs identified in this study are possibly part of the potential biomarkers for osteosarcoma. However, further experimental studies are still necessary to elucidate the biological function and mechanism of these genes.
引用
收藏
页数:13
相关论文
共 62 条
  • [1] An automated method for finding molecular complexes in large protein interaction networks
    Bader, GD
    Hogue, CW
    [J]. BMC BIOINFORMATICS, 2003, 4 (1)
  • [2] Barrett T, 2005, NUCLEIC ACIDS RES, V33, pD562
  • [3] CluePedia Cytoscape plugin: pathway insights using integrated experimental and in silico data
    Bindea, Gabriela
    Galon, Jerome
    Mlecnik, Bernhard
    [J]. BIOINFORMATICS, 2013, 29 (05) : 661 - 663
  • [4] ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks
    Bindea, Gabriela
    Mlecnik, Bernhard
    Hackl, Hubert
    Charoentong, Pornpimol
    Tosolini, Marie
    Kirilovsky, Amos
    Fridman, Wolf-Herman
    Pages, Franck
    Trajanoski, Zlatko
    Galon, Jerome
    [J]. BIOINFORMATICS, 2009, 25 (08) : 1091 - 1093
  • [5] Combined depletion of cell cycle and transcriptional cyclin-dependent kinase activities induces apoptosis in cancer cells
    Cai, Dongpo
    Latham, Vaughan M., Jr.
    Zhang, Xinxin
    Shapiro, Geoffrey I.
    [J]. CANCER RESEARCH, 2006, 66 (18) : 9270 - 9280
  • [6] Killer Dendritic Cells Link Innate and Adaptive Immunity against Established Osteosarcoma in Rats
    Chauvin, Camille
    Philippeau, Jean-Marie
    Hemont, Caroline
    Hubert, Francois-Xavier
    Wittrant, Yohann
    Lamoureux, Francois
    Trinite, Benjamin
    Heymann, Dominique
    Redini, Francoise
    Josien, Regis
    [J]. CANCER RESEARCH, 2008, 68 (22) : 9433 - 9440
  • [7] Inhibition of mitochondrial translation selectively targets osteosarcoma
    Chen, Jianguo
    Xu, Xiaoming
    Fan, Mingyu
    [J]. BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2019, 515 (01) : 9 - 15
  • [8] Microarray analysis after RNA amplification can detect pronounced differences in gene expression using limma
    Diboun, Ilhem
    Wernisch, Lorenz
    Orengo, Christine Anne
    Koltzenburg, Martin
    [J]. BMC GENOMICS, 2006, 7 (1)
  • [9] Predicting novel genes and pathways associated with osteosarcoma by using bioinformatics analysis
    Dong, Bo
    Wang, Guozhu
    Yao, Jie
    Yuan, Puwei
    Kang, Wulin
    Zhi, Liqiang
    He, Xijing
    [J]. GENE, 2017, 628 : 32 - 37
  • [10] Markers of angiogenesis and clinical features in patients with sarcoma
    DuBois, Steven
    Demetri, George
    [J]. CANCER, 2007, 109 (05) : 813 - 819