Integrated analysis of differentially expressed genes and pathways in triple-negative breast cancer

被引:12
|
作者
Peng, Cancan [1 ]
Mai, Wenli [1 ]
Xia, Wei [2 ]
Zhengi, Wenling [1 ]
机构
[1] South Med Univ, Inst Genet Engn, 1838 Guangzhou Blvd North, Guangzhou 510515, Guangdong, Peoples R China
[2] 421 Hosp PLA, Dept Clin Lab, Guangzhou 510318, Guangdong, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
disease; enrichment analysis; protein-protein interaction network; hub genes; therapeutic targets; H-RAS; INTERACTION NETWORKS; MOLECULAR PORTRAITS; EPITHELIAL-CELLS; TUMORS; P53; PHENOTYPE; CARCINOMAS; PROGNOSIS; BIOMARKER;
D O I
10.3892/mmr.2017.6101
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Triple-negative breast cancer (TNBC) is a heterogeneous disease characterized by an aggressive phenotype and reduced survival. The aim of the present study was to investigate the molecular mechanisms involved in the carcinogenesis of TNBC and to identify novel target molecules for therapy. The differentially expressed genes (DEGs) in TNBC and normal adjacent tissue were assessed by analyzing the GSE41970 microarray data using Qlucore Omics Explorer, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes. Pathway enrichment analyses for DEGs were performed using the Database for Annotation, Visualization and Integrated Discovery online resource. A protein-protein interaction (PPI) network was constructed using Search Tool for the Retrieval of Interacting Genes, and subnetworks were analyzed by ClusterONE. The PPI network and subnetworks were visualized using Cytoscape software. A total of 121 DEGs were obtained, of which 101 were upregulated and 20 were downregulated. The upregulated DEGs were significantly enriched in 14 pathways and 83 GO biological processes, while the downregulated DEGs were significantly enriched in 18 GO biological processes. The PPI network with 118 nodes and 1,264 edges was constructed and three subnetworks were extracted from the entire network. The significant hub DEGs with high degrees were identified, including TP53, glyceraldehyde-3-phosphate dehydrogenase, cyclin DI, HRAS and proliferating cell nuclear antigen, which were predominantly enriched in the cell cycle pathway and pathways in cancer. A number of critical genes and pathways were revealed to be associated with TNBC. The present study may provide an improved understanding of the pathogenesis of TNBC and contribute to the development of therapeutic targets for TNBC.
引用
收藏
页码:1087 / 1094
页数:8
相关论文
共 50 条
  • [41] Integrative analysis of the intertumoral heterogeneity of triple-negative breast cancer
    Chiu, Alec M.
    Mitra, Mithun
    Boymoushakian, Lari
    Coller, Hilary A.
    SCIENTIFIC REPORTS, 2018, 8
  • [42] Clinicopathological characteristics of triple-negative breast cancers
    Sasaki, Yuka
    Tsuda, Hitoshi
    BREAST CANCER, 2009, 16 (04) : 254 - 259
  • [43] Worse prognosis of metaplastic breast cancer patients than other patients with triple-negative breast cancer
    Jung, So-Youn
    Kim, Hyun Yul
    Nam, Byung-Ho
    Min, Sun Young
    Lee, Seung Ju
    Park, Chansung
    Kwon, Youngmee
    Kim, Eun-A
    Ko, Kyoung Lan
    Shin, Kyung Hwan
    Lee, Keun Seok
    Park, In Hae
    Lee, Seeyoun
    Kim, Seok Won
    Kang, Han-Sung
    Ro, Jungsil
    BREAST CANCER RESEARCH AND TREATMENT, 2010, 120 (03) : 627 - 637
  • [44] Focus on Triple-Negative Breast Cancer: Potassium Channel Expression and Clinical Correlates
    Lastraioli, Elena
    FRONTIERS IN PHARMACOLOGY, 2020, 11
  • [45] Triple-Negative Breast Cancer Is Not a Contraindication for Breast Conservation
    Adkins, Farrell C.
    Gonzalez-Angulo, Ana Maria
    Lei, Xiudong
    Hernandez-Aya, Leonel F.
    Mittendorf, Elizabeth A.
    Litton, Jennifer K.
    Wagner, Jamie
    Hunt, Kelly K.
    Woodward, Wendy A.
    Meric-Bernstam, Funda
    ANNALS OF SURGICAL ONCOLOGY, 2011, 18 (11) : 3164 - 3173
  • [46] Prognostic markers in triple-negative breast cancer
    Rakha, Emad A.
    El-Sayed, Maysa E.
    Green, Andrew R.
    Lee, Andrew H. S.
    Robertson, John F.
    Ellis, Ian O.
    CANCER, 2007, 109 (01) : 25 - 32
  • [47] Identification of potential oncogenes in triple-negative breast cancer based on bioinformatics analyses
    Xiao, Xiao
    Zhang, Zheng
    Luo, Ruihan
    Peng, Rui
    Sun, Yan
    Wang, Jia
    Chen, Xin
    ONCOLOGY LETTERS, 2021, 21 (05)
  • [48] Comparison of Clinicopathological Features and Prognosis in Triple-Negative and Non-Triple Negative Breast Cancer
    Qiu, Jingdan
    Xue, Xinying
    Hu, Chao
    Xu, Hu
    Kou, Deqiang
    Li, Rong
    Li, Ming
    JOURNAL OF CANCER, 2016, 7 (02): : 167 - 173
  • [49] Triple-Negative Breast Cancer A Short Review
    Elias, Anthony D.
    AMERICAN JOURNAL OF CLINICAL ONCOLOGY-CANCER CLINICAL TRIALS, 2010, 33 (06): : 637 - 645
  • [50] Tackling the Diversity of Triple-Negative Breast Cancer
    Turner, Nicholas C.
    Reis-Filho, Jorge S.
    CLINICAL CANCER RESEARCH, 2013, 19 (23) : 6380 - 6388