First passage time properties of miRNA-mediated protein translation

被引:5
|
作者
Biswas, Kuheli [1 ]
Jolly, Mohit Kumar [2 ]
Ghosh, Anandamohan [1 ]
机构
[1] Indian Inst Sci Educ & Res Kolkata, Mohanpur 741246, Nadia, India
[2] Indian Inst Sci, Ctr BioSyst Sci & Engn, Bangalore 560012, Karnataka, India
关键词
Gene regulation; miRNA; Stochastic modelling; MICRORNA-DEPENDENT LOCALIZATION; MESSENGER-RNAS; LET-7; MICRORNA; GENE-EXPRESSION; INITIATION; INHIBITION; REPRESSION; CAP;
D O I
10.1016/j.jtbi.2021.110863
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
An important function of microRNAs in gene regulation is to repress the protein synthesis in a multi-step process with implications in timing efficiency of the regulatory network. We propose a stochastic description of translation-initiation mechanism and solve for the steady state distribution of protein number in the linear regime. The time-dependent moments have been approximately calculated and the role of miRNAs in determining the First Passage Time (FPT) properties of protein dynamics has been established. We analytically show that the modulation of slow rates of the translation process will result in efficient and robust timing mechanism. For a general nonlinear model our numerical simulation results are in qualitative agreement with the linear model. (C) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:14
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