Non-equilibrium dynamics of stochastic gene regulation

被引:0
作者
Anandamohan Ghosh
机构
[1] Indian Institute of Science Education and Research (IISER) Kolkata,
来源
Journal of Biological Physics | 2015年 / 41卷
关键词
Transcriptional bursts; Fluctuation theorem; 82.40.Bj; 87.10.Mn; 87.17.Aa;
D O I
暂无
中图分类号
学科分类号
摘要
The process of gene regulation is comprised of intrinsically random events resulting in large cell-to-cell variability in mRNA and protein numbers. With gene expression being the central dogma of molecular biology, it is essential to understand the origin and role of these fluctuations. An intriguing observation is that the number of mRNA present in a cell are not only random and small but also that they are produced in bursts. The gene switches between an active and an inactive state, and the active gene transcribes mRNA in bursts. Transcriptional noise being bursty, so are the number of proteins and the subsequent gene expression levels. It is natural to ask the question: what is the reason for the bursty mRNA dynamics? And can the bursty dynamics be shown to be entropically favorable by studying the reaction kinetics underlying the gene regulation mechanism? The dynamics being an out-of-equilibrium process, the fluctuation theorem for entropy production in the reversible reaction channel is discussed. We compute the entropy production rate for varying degrees of burstiness. We find that the reaction parameters that maximize the burstiness simultaneously maximize the entropy production rate.
引用
收藏
页码:49 / 58
页数:9
相关论文
共 50 条
  • [1] Non-equilibrium dynamics of stochastic gene regulation
    Ghosh, Anandamohan
    JOURNAL OF BIOLOGICAL PHYSICS, 2015, 41 (01) : 49 - 58
  • [2] Non-Equilibrium Thermodynamics and Stochastic Dynamics of a Bistable Catalytic Surface Reaction
    Pineda, Miguel
    Stamatakis, Michail
    ENTROPY, 2018, 20 (11)
  • [3] Stochastic dynamics and non-equilibrium thermodynamics of a bistable chemical system: the Schlogl model revisited
    Vellela, Melissa
    Qian, Hong
    JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2009, 6 (39) : 925 - 940
  • [4] Non-equilibrium Dynamics, Thermalization and Entropy Production
    Hinrichsen, Haye
    Gogolin, Christian
    Janotta, Peter
    STATPHYS-KOLKATA VII, 2011, 297
  • [5] Computing Equilibrium Free Energies Using Non-Equilibrium Molecular Dynamics
    Dellago, Christoph
    Hummer, Gerhard
    ENTROPY, 2014, 16 (01): : 41 - 61
  • [6] Stochastic equations in black hole backgrounds and non-equilibrium fluctuation theorems
    Iso, Satoshi
    Okazawa, Susumu
    NUCLEAR PHYSICS B, 2011, 851 (02) : 380 - 419
  • [7] Incremental viscosity by non-equilibrium molecular dynamics and the Eyring model
    Heyes, D. M.
    Dini, D.
    Smith, E. R.
    JOURNAL OF CHEMICAL PHYSICS, 2018, 148 (19)
  • [8] Local non-equilibrium thermodynamics
    Jinwoo, Lee
    Tanaka, Hajime
    SCIENTIFIC REPORTS, 2015, 5
  • [9] Non-equilibrium thermodynamics as gauge fixing
    Katagiri, So
    PROGRESS OF THEORETICAL AND EXPERIMENTAL PHYSICS, 2018, 2018 (09):
  • [10] Open Quantum Dynamics Theory for Non-Equilibrium Work: Hierarchical Equations of Motion Approach
    Sakamoto, Souichi
    Tanimura, Yoshitaka
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 2021, 90 (03)