Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries

被引:2
|
作者
Ghosh, Atiyo [1 ]
Marquez-Lago, Tatiana T. [1 ]
机构
[1] Okinawa Inst Sci & Technol, Integrat Syst Biol Unit, Okinawa, Japan
来源
PLOS ONE | 2015年 / 10卷 / 07期
关键词
D O I
10.1371/journal.pone.0133401
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
Chemical reactions inside cells are generally considered to happen within fixed-size compartments. However, cells and their compartments are highly dynamic. Thus, such stringent geometrical assumptions may not reflect biophysical reality, and can highly bias conclusions from simulation studies. In this work, we present an intuitive algorithm for particle-based diffusion in and on moving boundaries, for both point particles and spherical particles. We first benchmark our proposed stochastic method against solutions of partial differential equations in appropriate scenarios, and further demonstrate that moving boundaries can give rise to super-diffusive motion as well as time-inhomogeneous reaction rates. Finally, we conduct a numerical experiment representing photobleaching of diffusing fluorescent proteins in dividing Saccharomyces cerevisiae cells to demonstrate that moving boundaries might cause important effects neglected in previously published studies of cell compartmentalization.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Boundary Stabilization and H∞ Control for Stochastic Reaction-Diffusion Systems
    Pan, Pei-Liang
    Wang, Jian
    Wu, Kai-Ning
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 2279 - 2283
  • [22] LARGE DEVIATION PRINCIPLES OF STOCHASTIC REACTION-DIFFUSION LATTICE SYSTEMS
    Wang, Bixing
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2024, 29 (03): : 1319 - 1343
  • [23] Synchronization of stochastic reaction-diffusion systems via boundary control
    Wu, Kai-Ning
    Wang, Jian
    Lim, Cheng-Chew
    NONLINEAR DYNAMICS, 2018, 94 (03) : 1763 - 1773
  • [24] Random Dynamics of Stochastic Reaction-Diffusion Systems with Additive Noise
    You, Yuncheng
    JOURNAL OF DYNAMICS AND DIFFERENTIAL EQUATIONS, 2017, 29 (01) : 83 - 112
  • [25] Coloured Noise from Stochastic Inflows in Reaction-Diffusion Systems
    Adamer, Michael F.
    Harrington, Heather A.
    Gaffney, Eamonn A.
    Woolley, Thomas E.
    BULLETIN OF MATHEMATICAL BIOLOGY, 2020, 82 (04)
  • [26] Stochastic operator-splitting method for reaction-diffusion systems
    Choi, TaiJung
    Maurya, Mano Ram
    Tartakovsky, Daniel M.
    Subramaniam, Shankar
    JOURNAL OF CHEMICAL PHYSICS, 2012, 137 (18):
  • [27] RANDOM ATTRACTORS AND ROBUSTNESS FOR STOCHASTIC REVERSIBLE REACTION-DIFFUSION SYSTEMS
    You, Yuncheng
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS, 2014, 34 (01) : 301 - 333
  • [28] METASTABILITY AND EXIT PROBLEMS FOR SYSTEMS OF STOCHASTIC REACTION-DIFFUSION EQUATIONS
    Salins, Michael
    Spiliopoulos, Konstantinos
    ANNALS OF PROBABILITY, 2021, 49 (05): : 2317 - 2370
  • [29] Boundary control of stochastic reaction-diffusion systems with Markovian switching
    Han, Xin-Xin
    Wu, Kai-Ning
    Ding, Xiaohua
    Yang, Baoqing
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2020, 30 (10) : 4129 - 4148
  • [30] Modelling and simulating reaction-diffusion systems using coloured Petri nets
    Liu, Fei
    Blaetke, Mary-Ann
    Heiner, Monika
    Yang, Ming
    COMPUTERS IN BIOLOGY AND MEDICINE, 2014, 53 : 297 - 308