Integrative analysis of DNA methylation and gene expression profiles identifies MIR4435-2HG as an oncogenic lncRNA for glioma progression

被引:30
|
作者
Li, Zhijin [1 ,2 ]
Tan, Hua [2 ]
Zhao, Weiling [2 ]
Xu, Yungang [2 ]
Zhang, Zhigang [5 ]
Wang, Maode [1 ]
Zhou, Xiaobo [2 ,3 ,4 ]
机构
[1] Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Neurosurg, 277 Yanta West Rd, Xian 710061, Shaanxi, Peoples R China
[2] Univ Texas Hlth Sci Ctr Houston, Sch Biomed Informat, Ctr Computat Syst Med, 7000 Fannin, Houston, TX 77030 USA
[3] Univ Texas Hlth Sci Ctr Houston, McGovern Med Sch, Houston, TX 77030 USA
[4] Univ Texas Hlth Sci Ctr Houston, Sch Dent, Houston, TX 77030 USA
[5] Hubei Univ Econ, Sch Informat Management & Stat, Wuhan, Hubei, Peoples R China
基金
美国国家卫生研究院;
关键词
lncRNA; Glioma; GSEA; ceRNA; Methylation; MIR4435-2HG; EPITHELIAL-MESENCHYMAL TRANSITION; LONG NONCODING RNAS; CANCER; LANDSCAPE; TNFRSF11B; MIGRATION; NETWORKS; INVASION; CERNA; MIRNA;
D O I
10.1016/j.gene.2019.144012
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Long noncoding RNAs (lncRNAs) have been shown to play an important role in tumor biogenesis and prognosis. The glioma is a grade classified cancer, however, we still lack the knowledge on their function during glioma progression. While previous studies have shown how lncRNAs regulate protein-coding gene epigenetically, it is still unclear how lncRNAs are regulated epigenetically. In this study, we firstly analyzed the RNA-seq data systematically across grades II, IV, and IV of glioma samples. We identified 60 lncRNAs that are significantly differentially expressed over disease progression (DElncRNA), including well-known PVT1, HOTAIR, H19 and rarely studied CARDS-AS, MIR4435-2HG. Secondly, by integrating HM450K methylation microarray data, we demonstrated that some of the lncRNAs are epigenetically regulated by methylation. Thirdly, we developed a DESeq2-GSEA-ceRNA-survival analysis strategy to investigate their functions. Particularly, MIR4435-2HG is highly expressed in high-grade glioma and may have an impact on EMT and TNF alpha signaling pathway by functioning as a miRNA sponge of miR-125a-5p and miR-125b-5p to increase the expression of CD44. Our results revealed the dynamic expression of lncRNAs in glioma progression and their epigenetic regulation mechanism.
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页数:9
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