• DocumentCode
    79358
  • Title

    Multiscale modelling of coupled Ca2+ channels using coloured stochastic Petri nets

  • Author

    Fei Liu ; Heiner, Monika

  • Author_Institution
    Control & Simulation Center, Harbin Inst. of Technol., Harbin, China
  • Volume
    7
  • Issue
    4
  • fYear
    2013
  • fDate
    Aug-13
  • Firstpage
    106
  • Lastpage
    113
  • Abstract
    Stochastic modelling of coupled Ca2+ channels is a challenge, especially when the coupling of the channels, as the authors address this problem using coloured stochastic Petri nets (SPNC) as high-level description to generate determined by their spatial arrangement relative to each other, has to be considered at multiple spatial scales. In this study, continuous-time Markov chains. The authors develop several models with increasing complexity. They first apply SPNC to model single clusters of coupled Ca2+ channels arranged in a regular or irregular lattice, where they describe how to represent the geometrical arrangement of Ca2+ channels relative to each other using colours. They then apply this modelling idea to construct more complex models by modelling spatially arranged clusters of channels. The authors´ models can be easily reproduced and adapted to different scenarios.
  • Keywords
    Markov processes; Petri nets; bioelectric phenomena; biomembrane transport; coloured stochastic Petri nets; complexity; continuous time Markov chain; coupled calcium ion channel; geometrical arrangement; multiscale modelling; spatial arrangement; stochastic modelling;
  • fLanguage
    English
  • Journal_Title
    Systems Biology, IET
  • Publisher
    iet
  • ISSN
    1751-8849
  • Type

    jour

  • DOI
    10.1049/iet-syb.2012.0017
  • Filename
    6577286