Temporal precision of regulated gene expression

被引:17
作者
Gupta, Shivam [1 ]
Varennes, Julien [1 ]
Korswagen, Hendrik C. [2 ,3 ]
Mugler, Andrew [1 ]
机构
[1] Purdue Univ, Dept Phys & Astron, W Lafayette, IN 47907 USA
[2] Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Utrecht, Netherlands
[3] Univ Med Ctr Utrecht, Utrecht, Netherlands
关键词
TIME; VARIABILITY; SIMULATION; ELEGANS; START;
D O I
10.1371/journal.pcbi.1006201
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Important cellular processes such as migration, differentiation, and development often rely on precise timing. Yet, the molecular machinery that regulates timing is inherently noisy. How do cells achieve precise timing with noisy components? We investigate this question using a first-passage-time approach, for an event triggered by a molecule that crosses an abundance threshold and that is regulated by either an accumulating activator or a diminishing repressor. We find that either activation or repression outperforms an unregulated strategy. The optimal regulation corresponds to a nonlinear increase in the amount of the target molecule over time, arises from a tradeoff between minimizing the timing noise of the regulator and that of the target molecule itself, and is robust to additional effects such as bursts and cell division. Our results are in quantitative agreement with the nonlinear increase and low noise of mig-1 gene expression in migrating neuroblast cells during Caenorhabditis elegans development. These findings suggest that dynamic regulation may be a simple and powerful strategy for precise cellular timing.
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页数:16
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共 29 条
  • [1] Noise in timing and precision of gene activities in a genetic cascade
    Amir, Amnon
    Kobiler, Oren
    Rokney, Assaf
    Oppenheim, Amos B.
    Stavans, Joel
    [J]. MOLECULAR SYSTEMS BIOLOGY, 2007, 3 (1)
  • [2] [Anonymous], 1982, Models of biological pattern formation
  • [3] Coherence and timing of cell cycle start examined at single-cell resolution
    Bean, JM
    Siggia, ED
    Cross, FR
    [J]. MOLECULAR CELL, 2006, 21 (01) : 3 - 14
  • [4] The simplicity of completion time distributions for common complex biochemical processes
    Bel, Golan
    Munsky, Brian
    Nemenman, Ilya
    [J]. PHYSICAL BIOLOGY, 2010, 7 (01)
  • [5] A threshold mechanism governing activation of the developmental regulatory protein σF in Bacillus subtilis
    Carniol, K
    Eichenberger, P
    Losick, R
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2004, 279 (15) : 14860 - 14870
  • [6] Chou T, 2014, FIRST-PASSAGE PHENOMENA AND THEIR APPLICATIONS, P306
  • [7] Stochastic timing in gene expression for simple regulatory strategies
    Dal Co, Alma
    Lagomarsino, Marco Cosentino
    Caselle, Michele
    Osella, Matteo
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (03) : 1069 - 1078
  • [8] Linking stochastic dynamics to population distribution: An analytical framework of gene expression
    Friedman, Nir
    Cai, Long
    Xie, X. Sunney
    [J]. PHYSICAL REVIEW LETTERS, 2006, 97 (16)
  • [9] First-passage time approach to controlling noise in the timing of intracellular events
    Ghusinga, Khem Raj
    Dennehy, John J.
    Singh, Abhyudai
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (04) : 693 - 698
  • [10] EXACT STOCHASTIC SIMULATION OF COUPLED CHEMICAL-REACTIONS
    GILLESPIE, DT
    [J]. JOURNAL OF PHYSICAL CHEMISTRY, 1977, 81 (25) : 2340 - 2361