Comprehensive network of miRNA-induced intergenic interactions and a biological role of its core in cancer

被引:22
作者
Galatenko, Vladimir V. [1 ,2 ,3 ]
Galatenko, Alexey V. [1 ]
Samatov, Timur R. [2 ,7 ]
Turchinovich, Andrey A. [4 ]
Shkurnikov, Maxim Yu. [5 ]
Makarova, Julia A. [5 ,6 ]
Tonevitsky, Alexander G. [2 ,5 ]
机构
[1] Lomonosov Moscow State Univ, Leninskie Gory 1, Moscow 119991, Russia
[2] SRC Bioclinicum, Ugreshskaya Str 2-85, Moscow 115088, Russia
[3] Univ Haifa, Tauber Bioinformat Res Ctr, 199 Aba Khoushy Ave, IL-3498838 Haifa, Israel
[4] SciBerg eKfm, Birkenauer Str 7, D-68309 Mannheim, Germany
[5] Natl Ctr Med Radiol Res, P Hertsen Moscow Oncol Res Inst, Second Botkinsky Lane 3, Moscow 125284, Russia
[6] Russian Acad Sci, Engelhardt Inst Mol Biol, Vavilova Str 32, Moscow 119991, Russia
[7] Evotec Int GmbH, Marie Curie Str 7, D-37079 Gottingen, Germany
基金
俄罗斯科学基金会;
关键词
K HNRNP-K; TUMOR-SUPPRESSOR; GENE-EXPRESSION; TRANSCRIPTIONAL ACTIVATION; TRANSLATION INITIATION; LUNG ADENOCARCINOMA; MICRORNA; MYC; RECURRENCE; DIFFERENTIATION;
D O I
10.1038/s41598-018-20215-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
MicroRNAs (miRNAs) are a family of short noncoding RNAs that posttranscriptionally regulate gene expression and play an important role in multiple cellular processes. A significant percentage of miRNAs are intragenic, which is often functionally related to their host genes playing either antagonistic or synergistic roles. In this study, we constructed and analyzed the entire network of intergenic interactions induced by intragenic miRNAs. We further focused on the core of this network, which was defined as a union of nontrivial strongly connected components, i.e., sets of nodes (genes) mutually connected via directed paths. Both the entire network and its core possessed statistically significant non-random properties. Specifically, genes forming the core had high expression levels and low expression variance. Furthermore, the network core did not split into separate components corresponding to individual signalling or metabolic pathways, but integrated genes involved in key cellular processes, including DNA replication, transcription, protein homeostasis and cell metabolism. We suggest that the network core, consisting of genes mutually regulated by their intragenic miRNAs, could coordinate adjacent pathways or homeostatic control circuits, serving as a horizontal inter-circuit link. Notably, expression patterns of these genes had an efficient prognostic potential for breast and colorectal cancer patients.
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页数:12
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