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Minimal intervening control of biomolecular networks leading to a desired cellular state

A cell phenotype can be represented by an attractor state of the underlying molecular regulatory network, to which other network states eventually converge. Here, the set of states converging to each attractor is called its basin of attraction. A central question is how to drive a particular cell st...

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Autores principales: Choo, Sang-Mok, Park, Sang-Min, Cho, Kwang-Hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6739335/
https://www.ncbi.nlm.nih.gov/pubmed/31511585
http://dx.doi.org/10.1038/s41598-019-49571-6
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author Choo, Sang-Mok
Park, Sang-Min
Cho, Kwang-Hyun
author_facet Choo, Sang-Mok
Park, Sang-Min
Cho, Kwang-Hyun
author_sort Choo, Sang-Mok
collection PubMed
description A cell phenotype can be represented by an attractor state of the underlying molecular regulatory network, to which other network states eventually converge. Here, the set of states converging to each attractor is called its basin of attraction. A central question is how to drive a particular cell state toward a desired attractor with minimal interventions on the network system. We develop a general control framework of complex Boolean networks to provide an answer to this question by identifying control targets on which one-time temporary perturbation can induce a state transition to the boundary of a desired attractor basin. Examples are shown to illustrate the proposed control framework which is also applicable to other types of complex Boolean networks.
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spelling pubmed-67393352019-09-22 Minimal intervening control of biomolecular networks leading to a desired cellular state Choo, Sang-Mok Park, Sang-Min Cho, Kwang-Hyun Sci Rep Article A cell phenotype can be represented by an attractor state of the underlying molecular regulatory network, to which other network states eventually converge. Here, the set of states converging to each attractor is called its basin of attraction. A central question is how to drive a particular cell state toward a desired attractor with minimal interventions on the network system. We develop a general control framework of complex Boolean networks to provide an answer to this question by identifying control targets on which one-time temporary perturbation can induce a state transition to the boundary of a desired attractor basin. Examples are shown to illustrate the proposed control framework which is also applicable to other types of complex Boolean networks. Nature Publishing Group UK 2019-09-11 /pmc/articles/PMC6739335/ /pubmed/31511585 http://dx.doi.org/10.1038/s41598-019-49571-6 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Choo, Sang-Mok
Park, Sang-Min
Cho, Kwang-Hyun
Minimal intervening control of biomolecular networks leading to a desired cellular state
title Minimal intervening control of biomolecular networks leading to a desired cellular state
title_full Minimal intervening control of biomolecular networks leading to a desired cellular state
title_fullStr Minimal intervening control of biomolecular networks leading to a desired cellular state
title_full_unstemmed Minimal intervening control of biomolecular networks leading to a desired cellular state
title_short Minimal intervening control of biomolecular networks leading to a desired cellular state
title_sort minimal intervening control of biomolecular networks leading to a desired cellular state
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6739335/
https://www.ncbi.nlm.nih.gov/pubmed/31511585
http://dx.doi.org/10.1038/s41598-019-49571-6
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