Literature DB >> 29982167

Coloured Hybrid Petri Nets: An adaptable modelling approach for multi-scale biological networks.

Mostafa Herajy1, Fei Liu2, Christian Rohr3, Monika Heiner3.   

Abstract

Coloured Petri nets are an excellent choice for exploring large biological models, particularly when there are repetitions of components. Such models can be easily adapted by slight modifications of parameter values related to colours. Similarly, multi-scale models could involve multiple spatial scales in addition to multiple time scales. Thus, they require the full interplay between stochastic as well as deterministic processes. In this paper we take these two aspects into account and present a modelling and simulation approach for multi-scale biochemical networks using Coloured Generalised Hybrid Petri Nets (GHPNC). GHPNC are a Petri net class that associates colours to Generalised Hybrid Petri Nets (GHPN), which incorporate discrete and continuous places in addition to stochastic and continuous transitions. Moreover, we present two case studies to illustrate typical applications taking advantage of such a Petri net class.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Keywords:  Bistable switch; Coloured Petri nets; Dendritic spines; Hybrid Petri Nets; Multi-scale modelling

Mesh:

Substances:

Year:  2018        PMID: 29982167     DOI: 10.1016/j.compbiolchem.2018.05.023

Source DB:  PubMed          Journal:  Comput Biol Chem        ISSN: 1476-9271            Impact factor:   2.877


  2 in total

Review 1.  Hybrid modelling of biological systems: current progress and future prospects.

Authors:  Fei Liu; Monika Heiner; David Gilbert
Journal:  Brief Bioinform       Date:  2022-05-13       Impact factor: 13.994

2.  Coloured Petri nets for multilevel, multiscale and multidimensional modelling of biological systems.

Authors:  Fei Liu; Monika Heiner; David Gilbert
Journal:  Brief Bioinform       Date:  2019-05-21       Impact factor: 11.622

  2 in total

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