Timing effciency in small-RNA-regulated post-transcriptional processes

被引:7
作者
Biswas, Kuheli [1 ]
Ghosh, Anandamohan [1 ]
机构
[1] Indian Inst Sci Educ & Res Kolkata, Mohanpur 741246, Nadia, India
关键词
GENE-EXPRESSION; NOISE; TRANSLATION; DYNAMICS; CELLS;
D O I
10.1103/PhysRevE.101.022418
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Gene regulation in a cellular environment is a stochastic phenomenon leading to a large variability in mRNAs and protein numbers that are often produced in bursts. The regulation leading to varied protein dynamics can be ascribed to transcriptional or post-transcriptional mechanisms. In transcriptional regulation, the gene dynamically switches between an active and an inactive state, while in the post-transcriptional regulation small RNAs tune the activity of mRNAs. In either scenario, it is possible to calculate the time-dependent probability distribution of proteins and address the interesting question pertaining to their first passage time statistics. The coefficient of variation of first passage time can be considered to be an indicator of efficiency in controlling regulatory pathways and we show that post-transcriptional regulation performs better than simple transcriptional regulation for comparable protein yields.
引用
收藏
页数:8
相关论文
共 32 条
[1]   Regulation by let-7 and lin-4 miRNAs results in target mRNA degradation [J].
Bagga, S ;
Bracht, J ;
Hunter, S ;
Massirer, K ;
Holtz, J ;
Eachus, R ;
Pasquinelli, AE .
CELL, 2005, 122 (04) :553-563
[2]   First-passage time statistics of stochastic transcription process for time-dependent reaction rates [J].
Biswas, Kuheli ;
Shreshtha, Mayank ;
Surendran, Anudeep ;
Ghosh, Anandamohan .
EUROPEAN PHYSICAL JOURNAL E, 2019, 42 (02)
[3]   Stochastic protein expression in individual cells at the single molecule level [J].
Cai, L ;
Friedman, N ;
Xie, XS .
NATURE, 2006, 440 (7082) :358-362
[4]  
Co A. D., 2016, NUCL ACIDS RES, V45, P1069
[5]   First-passage time approach to controlling noise in the timing of intracellular events [J].
Ghusinga, Khem Raj ;
Dennehy, John J. ;
Singh, Abhyudai .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (04) :693-698
[6]   EXACT STOCHASTIC SIMULATION OF COUPLED CHEMICAL-REACTIONS [J].
GILLESPIE, DT .
JOURNAL OF PHYSICAL CHEMISTRY, 1977, 81 (25) :2340-2361
[7]   Real-time kinetics of gene activity in individual bacteria [J].
Golding, I ;
Paulsson, J ;
Zawilski, SM ;
Cox, EC .
CELL, 2005, 123 (06) :1025-1036
[8]   Central dogma rates and the trade-off between precision and economy in gene expression [J].
Hausser, Jean ;
Mayo, Avi ;
Keren, Leeat ;
Alon, Uri .
NATURE COMMUNICATIONS, 2019, 10 (1)
[9]   Intrinsic Noise in Stochastic Models of Gene Expression with Molecular Memory and Bursting [J].
Jia, Tao ;
Kulkarni, Rahul V. .
PHYSICAL REVIEW LETTERS, 2011, 106 (05)
[10]   Dynamic profiling of the protein life cycle in response to pathogens [J].
Jovanovic, Marko ;
Rooney, Michael S. ;
Mertins, Philipp ;
Przybylski, Dariusz ;
Chevrier, Nicolas ;
Satija, Rahul ;
Rodriguez, Edwin H. ;
Fields, Alexander P. ;
Schwartz, Schraga ;
Raychowdhury, Raktima ;
Mumbach, Maxwell R. ;
Eisenhaure, Thomas ;
Rabani, Michal ;
Gennert, Dave ;
Lu, Diana ;
Delorey, Toni ;
Weissman, Jonathan S. ;
Carr, Steven A. ;
Hacohen, Nir ;
Regev, Aviv .
SCIENCE, 2015, 347 (6226)