Generalization of the construction method for multistability-equivalent gene regulatory networks to systems with multi-input multi-output loopbreaking
(2013)- Abstract
- The problem of equivalence in terms of multistability properties between gene regulatory network models of different dimensionality has been recently addressed by Schittler et al.(2013). The authors in that work proposed construction rules for a high-dimensional dynamical system, when given a low-dimensional dynamical system and the high-dimensional network structure. However, the proof therein was restricted to the class of systems for which all internal feedback loops can be broken by a loop-breaking approach yielding a single-input single-output (SISO) system. In this report, we present the generalisation of the proof to systems with any number of internal feedback loops, which will be broken by a generalised loop-breaking approach... (More)
- The problem of equivalence in terms of multistability properties between gene regulatory network models of different dimensionality has been recently addressed by Schittler et al.(2013). The authors in that work proposed construction rules for a high-dimensional dynamical system, when given a low-dimensional dynamical system and the high-dimensional network structure. However, the proof therein was restricted to the class of systems for which all internal feedback loops can be broken by a loop-breaking approach yielding a single-input single-output (SISO) system. In this report, we present the generalisation of the proof to systems with any number of internal feedback loops, which will be broken by a generalised loop-breaking approach resulting in a multi-input multi-output (MIMO) system. This generalisation of the method renders the construction method applicable to a broad class of gene regulatory network models, thus promoting the transfer of results from core motif models to more realistic, high-dimensional models of gene regulation. We demonstrate the potential and value of our method by applying it to an example of a gene regulatory network in mesenchymal stem cell differentiation. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/14b4f048-ea00-43f9-b9a7-a103a80b5056
- author
- Schittler, Daniella ; Jouini, Taouba LU ; Allgöwer, Frank and Waldherr, Steffen
- organization
- publishing date
- 2013
- type
- Other contribution
- publication status
- published
- subject
- language
- English
- LU publication?
- yes
- id
- 14b4f048-ea00-43f9-b9a7-a103a80b5056
- alternative location
- https://arxiv.org/abs/1312.7250
- date added to LUP
- 2019-08-02 14:11:55
- date last changed
- 2020-12-03 13:21:32
@misc{14b4f048-ea00-43f9-b9a7-a103a80b5056,
abstract = {{The problem of equivalence in terms of multistability properties between gene regulatory network models of different dimensionality has been recently addressed by Schittler et al.(2013). The authors in that work proposed construction rules for a high-dimensional dynamical system, when given a low-dimensional dynamical system and the high-dimensional network structure. However, the proof therein was restricted to the class of systems for which all internal feedback loops can be broken by a loop-breaking approach yielding a single-input single-output (SISO) system. In this report, we present the generalisation of the proof to systems with any number of internal feedback loops, which will be broken by a generalised loop-breaking approach resulting in a multi-input multi-output (MIMO) system. This generalisation of the method renders the construction method applicable to a broad class of gene regulatory network models, thus promoting the transfer of results from core motif models to more realistic, high-dimensional models of gene regulation. We demonstrate the potential and value of our method by applying it to an example of a gene regulatory network in mesenchymal stem cell differentiation.}},
author = {{Schittler, Daniella and Jouini, Taouba and Allgöwer, Frank and Waldherr, Steffen}},
language = {{eng}},
title = {{Generalization of the construction method for multistability-equivalent gene regulatory networks to systems with multi-input multi-output loopbreaking}},
url = {{https://arxiv.org/abs/1312.7250}},
year = {{2013}},
}