A comprehensive multi-omics analysis reveals molecular features associated with cancer via RNA cross-talks in the Notch signaling pathway

被引:3
|
作者
Guo, Li [1 ]
Li, Sunjing [1 ]
Yan, Xiaoqiang [2 ]
Shen, Lulu [1 ]
Xia, Daoliang [1 ]
Xiong, Yiqi [1 ]
Dou, Yuyang [1 ]
Mi, Lan [1 ]
Ren, Yujie [1 ]
Xiang, Yangyang [1 ]
Ren, Dekang [1 ]
Wang, Jun [1 ]
Liang, Tingming [2 ]
机构
[1] Nanjing Univ Posts & Telecommun, Sch Geog & Biol Informat, Dept Bioinformat, Smart Hlth Big Data Anal & Locat Serv Engn Lab Ji, Nanjing 210023, Peoples R China
[2] Nanjing Normal Univ, Sch Life Sci, Jiangsu Key Lab Mol & Med Biotechnol, Nanjing 210023, Peoples R China
来源
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL | 2022年 / 20卷
基金
中国国家自然科学基金;
关键词
Notch signaling pathway; Molecular features; Multi-omics; Pan-cancer; ncRNA; Prognosis; OPEN PLATFORM; EXPRESSION; PROGRESSION; METASTASIS; PROGNOSIS; NETWORKS; SURVIVAL; MUTATION; ISOMIRS; TARGET;
D O I
10.1016/j.csbj.2022.07.036
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The Notch signaling has an important role in multiple cellular processes and is related to carcinogenic process. To understand the potential molecular features of the crucial Notch pathway, a comprehensive multi-omics analysis is performed to explore its contributions in cancer, mainly including analysis of somatic mutation landscape, pan-cancer expression, ncRNA regulation and potential prognostic power. The screened 22 Notch core genes are relative stable in DNA variation. Dynamic expression patterns are associated with the Notch activity, which are mainly regulated by multiple ncRNAs via interactions of ncRNA:mRNA and ceRNA networks. The Notch pathway shows a potential prognostic ability through integrating multi-omics features as well as their targets, and it is correlated with immune infiltration and maybe available drug targets, implying the potential role in individualized treatment. Collectively, all of these findings contribute to exploring crucial role of the key pathway in cancer pathophysiology and gaining mechanistic insights into cross-talks among RNAs and biological pathways, which indicates the possible application of the well-conserved Notch signaling pathway in precision medicine. (c) 2022 The Author(s). Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology.
引用
收藏
页码:3972 / +
页数:15
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