Oncogenic Landscape of Somatic Mutations Perturbing Pan-Cancer lncRNA-ceRNA Regulation

被引:14
|
作者
Zhang, Yuanfu [1 ]
Han, Peng [2 ,3 ]
Guo, Qiuyan [4 ]
Hao, Yangyang [1 ]
Qi, Yue [1 ]
Xin, Mengyu [1 ]
Zhang, Yafang [5 ]
Cui, Binbin [2 ]
Wang, Peng [1 ]
机构
[1] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin, Peoples R China
[2] Harbin Med Univ, Dept Colorectal Surg, Canc Hosp, Harbin, Peoples R China
[3] Heilongjiang Canc Res Inst, Harbin, Peoples R China
[4] Harbin Med Univ, Affiliated Hosp 1, Dept Gynecol, Harbin, Peoples R China
[5] Harbin Med Univ, Dept Anat, Harbin, Peoples R China
基金
中国国家自然科学基金;
关键词
ceRNA; somatic mutation; prognosis; functional analysis; oncogenic pathway; LONG NONCODING RNAS; MICRORNA EXPRESSION; GENETIC ARCHITECTURE; TARGETS; IDENTIFICATION; PATTERNS; RESOURCE; DATABASE; IMPACT; MDM2;
D O I
10.3389/fcell.2021.658346
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Competing endogenous RNAs (ceRNA) are transcripts that communicate with and co-regulate each other by competing for the binding of shared microRNAs (miRNAs). Long non-coding RNAs (lncRNAs) as a type of ceRNA constitute a competitive regulatory network determined by miRNA response elements (MREs). Mutations in lncRNA MREs destabilize their original regulatory pathways. Study of the effects of lncRNA somatic mutations on ceRNA mechanisms can clarify tumor mechanisms and contribute to the development of precision medicine. Here, we used somatic mutation profiles collected from TCGA to characterize the role of lncRNA somatic mutations in the ceRNA regulatory network in 33 cancers. The 31,560 mutation sites identified by TargetScan and miRanda affected the balance of 70,811 ceRNA regulatory pathways. Putative mutations were categorized as high or low based on mutation frequencies. Multivariate multiple regression revealed a significant effect of 162 high-frequency mutations in six cancer types on the expression levels of target mRNAs (ceMs) through the ceRNA mechanism. Low-frequency mutations in multiple cancers perturbing 1624 ceM have been verified by Student's t-test, indicating a significant mechanism of changes in the expression level of oncogenic genes. Oncogenic signaling pathway studies involving ceMs indicated functional heterogeneity of multiple cancers. Furthermore, we identified that lncRNA, perturbing ceMs associated with patient survival, have potential as biomarkers. Our collective findings revealed individual differences in somatic mutations perturbing ceM expression and impacting tumor heterogeneity.
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页数:15
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