Analysis of microRNA (miRNA) expression profiles reveals 11 key biomarkers associated with non-small cell lung cancer

被引:52
作者
Wang, Ke [1 ]
Chen, Mingwei [1 ]
Wu, Wei [2 ]
机构
[1] Xian Med Univ, Shaanxi Res Ctr Resp Dis Prevent & Diag & Treatme, Dept Clin Med, Xian 710021, Shaanxi, Peoples R China
[2] Xian Med Univ, Affiliated Hosp 1, Shaanxi Res Ctr Resp Dis Prevent & Diag & Treatme, Dept Resp, Xian, Shaanxi, Peoples R China
关键词
Non-small cell lung cancer; miRNAs; Biomarker; Meta-analysis; TUMOR-SUPPRESSOR; PROGRESSION; PTEN; GENE;
D O I
10.1186/s12957-017-1244-y
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Non-small cell lung cancer (NSCLC) accounts for more than 85% of lung cancer cases which cause most of cancer-related deaths globally. However, the results vary largely in different studies due to different platforms and sample sizes. Here, we aim to identify the key miRNAs in the carcinogenesis of NSCLC that might be potential biomarkers for this cancer. Methods: Meta-analysis was performed on miRNA profile using seven datasets of NSCLC studies. Furthermore, we predicted and investigated the functions of genes regulated by key miRNAs. Results: Eleven key miRNAs were identified, including 2 significantly upregulated ones (hsa-miR-21-5p and hsa-miR-233-3p) and 9 downregulated ones (hsa-miR-126-3p, hsa-miR-133a-3p, hsa-miR-140-5p, hsa-miR-143-5p, hsa-miR-145-5p, hsa-miR-30a-5p, hsa-miR-30d-3p, hsa-miR-328-3pn, and hsa-miR-451). The functional enrichment analysis revealed that both up-and downregulated miRNAs were proportionally associated with regulation of transcription from RNA polymerase II promoter. According to transcription factor analysis, there were 65 (43.9%) transcription factors influenced by both up- and downregulated miRNAs. Conclusions: In this study, 11 meta-signature miRNAs, as well as their target genes and transcription factors, were found to play significant role in carcinogenesis of NSCLC. These target genes identified in our study may be profitable to diagnosis and prognostic prediction of NSCLC as biomarkers.
引用
收藏
页数:10
相关论文
共 41 条
  • [1] [Anonymous], 2018, ANTI-CANCER DRUG, DOI [DOI 10.3322/caac.20115, DOI 10.1097/CAD.0000000000000617]
  • [2] MicroRNA-21 suppresses PTEN and hSulf-1 expression and promotes hepatocellular carcinoma progression through AKT/ERK pathways
    Bao, Longlong
    Yan, Yan
    Xu, Can
    Ji, Weidan
    Shen, Shuwen
    Xu, Gaoya
    Zeng, Yong
    Sun, Bin
    Qian, Haihua
    Chen, Lei
    Wu, Mengchao
    Su, Changqing
    Chen, Jie
    [J]. CANCER LETTERS, 2013, 337 (02) : 226 - 236
  • [3] MicroRNA-30d-5p inhibits tumour cell proliferation and motility by directly targeting CCNE2 in non-small cell lung cancer
    Chen, Di
    Guo, Weijie
    Qiu, Zhaoping
    Wang, Qifeng
    Li, Yan
    Liang, Linhui
    Liu, Li
    Huang, Shenglin
    Zhao, Yingjun
    He, Xianghuo
    [J]. CANCER LETTERS, 2015, 362 (02) : 208 - 217
  • [4] MiR-93 Targeting EphA4 Promotes Neurite Outgrowth from Spinal Cord Neurons
    Chen, Xiaogang
    Yang, Huilin
    Zhou, Xiaoqing
    Zhang, Lin
    Lu, Xiaoqing
    [J]. JOURNAL OF MOLECULAR NEUROSCIENCE, 2016, 58 (04) : 517 - 524
  • [5] MicroRNA-224 promotes tumor progression in nonsmall cell lung cancer
    Cui, Ri
    Meng, Wei
    Sun, Hui-Lung
    Kim, Taewan
    Ye, Zhenqing
    Fassan, Matteo
    Jeon, Young-Jun
    Li, Bin
    Vicentini, Caterina
    Peng, Yong
    Lee, Tae Jin
    Luo, Zhenghua
    Liu, Lan
    Xu, Dongyuan
    Tili, Esmerina
    Jin, Victor
    Middleton, Justin
    Chakravarti, Arnab
    Lautenschlaeger, Tim
    Croce, Carlo M.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (31) : E4288 - E4297
  • [6] MicroRNA Signatures in Tumor Tissue Related to Angiogenesis in Non-Small Cell Lung Cancer
    Donnem, Tom
    Fenton, Christopher G.
    Lonvik, Kenneth
    Berg, Thomas
    Eklo, Katrine
    Andersen, Sigve
    Stenvold, Helge
    Al-Shibli, Khalid
    Al-Saad, Samer
    Bremnes, Roy M.
    Busund, Lill-Tove
    [J]. PLOS ONE, 2012, 7 (01):
  • [7] A Minimal Connected Network of Transcription Factors Regulated in Human Tumors and Its Application to the Quest for Universal Cancer Biomarkers
    Essaghir, Ahmed
    Demoulin, Jean-Baptiste
    [J]. PLOS ONE, 2012, 7 (06):
  • [8] Transcription factor regulation can be accurately predicted from the presence of target gene signatures in microarray gene expression data
    Essaghir, Ahmed
    Toffalini, Federica
    Knoops, Laurent
    Kallin, Anders
    van Helden, Jacques
    Demoulin, Jean-Baptiste
    [J]. NUCLEIC ACIDS RESEARCH, 2010, 38 (11) : e120 - e120
  • [9] CT screening for lung cancer: countdown to implementation
    Field, John K.
    Hansell, David M.
    Duffy, Stephen W.
    Baldwin, David R.
    [J]. LANCET ONCOLOGY, 2013, 14 (13) : E591 - E600
  • [10] MiR-21 overexpression in human primary squamous cell lung carcinoma is associated with poor patient prognosis
    Gao, Wen
    Shen, Hua
    Liu, Lingxiang
    Xu, Jian
    Xu, Jing
    Shu, Yongqian
    [J]. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2011, 137 (04) : 557 - 566