Construction of an miRNA-gene regulatory network in colorectal cancer through integrated analysis of mRNA and miRNA microarrays

被引:5
|
作者
Hu, Jun [1 ]
Yue, Xin [1 ]
Liu, Jianzhong [1 ]
Kong, Dalu [1 ]
机构
[1] Tianjin Med Univ Canc Inst & Hosp, Dept Colorectal Canc Surg, Natl Clin Res Ctr Canc, Key Lab Canc Prevent & Therapy Tianjin,Tianjins C, 24 Huan Hu Xi Rd, Tianjin 300060, Peoples R China
关键词
colorectal cancer; bioinformatics; microRNA-gene regulatory network; differential co-regulation network; CELL-CYCLE; SIGNALING PATHWAY; BREAST-CANCER; EXPRESSION; SOX9; APOPTOSIS; INVASION; MIR-145; DIFFERENTIATION; PROLIFERATION;
D O I
10.3892/mmr.2018.9505
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The aim of the present study was to identify potential biomarkers associated with colorectal cancer (CRC). The GSE32323 and GSE53592 mRNA and microRNA (miRNA) expression profiles were selected from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) and differentially expressed miRNAs (DEMs) in CRC tissue samples compared with surrounding control tissue samples (DEGs-CC), and DEGs in cells treated with 5-aza-2-deoxycitidine compared with untreated cells (DEGs-TC) were identified with the Limma package. The Database for Annotation, Visualization and Integrated Discovery was used to conduct the functional and pathways enrichment analysis. Differential co-regulation networks were constructed using the DCGL package of R. The targets of DEMs were identified using TargetScan. The overlaps between DEGs and the targets were selected. The miRNA-gene regulatory network of the overlaps was established. There were 145 DEMs, and 1,284 DEGs in DEGs-CC, and 101 DEGs in DEGs-TC. DEGs-CC were enriched in 196 Gene Ontology (GO) terms and 23 Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. DEGs-TC were enriched in 46 GO terms and two KEGG pathways. A differential co-regulation network of the DEGs and a miRNA-gene regulatory network between DEMs and overlapped DEGs were respectively constructed. miR-124-3p, miR-145-5p and miR-320a may be critical in CRC, and serum/glucocorticoid regulated kinase 1 and SRY-box 9 may be potential biomarkers for CRC tumor progression.
引用
收藏
页码:5109 / 5116
页数:8
相关论文
共 50 条
  • [1] Identification of key miRNA-gene pairs in gastric cancer through integrated analysis of mRNA and miRNA microarray
    Zhu, Tieming
    Lou, Qiuyue
    Shi, Zhewei
    Chen, Ganghong
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2021, 13 (01): : 253 - 269
  • [2] Decoding Colon Cancer Heterogeneity Through Integrated miRNA-Gene Network Analysis
    He, Qingcai
    Mi, Zhilong
    Liu, Tianyue
    Huang, Taihang
    Li, Mao
    Guo, Binghui
    Zheng, Zhiming
    MATHEMATICS, 2025, 13 (06)
  • [3] Identification of key miRNA-gene pairs in chronic lymphocytic leukemia through integrated analysis of mRNA and miRNA microarray
    Li, Jie
    Qin, Yi
    Zhang, Haiyan
    ONCOLOGY LETTERS, 2018, 15 (01) : 361 - 367
  • [4] Construction of an miRNA-mRNA regulatory network in colorectal cancer with bioinformatics methods
    Su, Yinan
    Zhang, Mingqing
    Zhang, Lin
    Chen, Shuo
    Zhang, Dan
    Zhang, Xipeng
    ANTI-CANCER DRUGS, 2019, 30 (06) : 588 - 595
  • [5] Identification of an MiRNA-mRNA Regulatory Network in Colorectal Cancer
    Cui, Ming-fu
    Wu, Yuan-yu
    Chen, Ming-yan
    Zhao, Yang
    Han, Song-yun
    Wang, Rui-jie
    Zhang, Hai-yan
    Fang, Xue-dong
    COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2021, 24 (10) : 1736 - 1745
  • [6] Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer
    Ruyun Cai
    Qian Lu
    Da Wang
    World Journal of Surgical Oncology, 19
  • [7] Construction and prognostic analysis of miRNA-mRNA regulatory network in liver metastasis from colorectal cancer
    Cai, Ruyun
    Lu, Qian
    Wang, Da
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2021, 19 (01)
  • [8] Comprehensive analysis of miRNA-gene regulatory network with clinical significance in human cancers
    Cui, Xiuliang
    Liu, Yang
    Sun, Wen
    Ding, Jin
    Bo, Xiaochen
    Wang, Hongyang
    SCIENCE CHINA-LIFE SCIENCES, 2020, 63 (08) : 1201 - 1212
  • [9] Integrated analysis of the miRNA, gene and pathway regulatory network in gastric cancer
    Zhang, Haiyang
    Qu, Yanjun
    Duan, Jingjing
    Deng, Ting
    Liu, Rui
    Zhang, Le
    Bai, Ming
    Li, Jialu
    Zhou, Likun
    Ning, Tao
    Li, Hongli
    Ge, Shaohua
    Li, Hua
    Yin, Guoguang
    Huang, Dingzhi
    Ba, Yi
    ONCOLOGY REPORTS, 2016, 35 (02) : 1135 - 1146
  • [10] Comprehensive analysis of miRNA-gene regulatory network with clinical significance in human cancers
    Xiuliang Cui
    Yang Liu
    Wen Sun
    Jin Ding
    Xiaochen Bo
    Hongyang Wang
    Science China(Life Sciences) , 2020, (08) : 1201 - 1212