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Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation

Many disease fighting strategies have focused on the generation of NK cells, since they constitute the main immune barrier against cancer and intracellular pathogens such as viruses. Therefore, a predictive model for the development of NK cells would constitute a useful tool to test several hypothes...

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Detalles Bibliográficos
Autores principales: Liquitaya-Montiel, Adhemar J., Mendoza, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6082967/
https://www.ncbi.nlm.nih.gov/pubmed/30116200
http://dx.doi.org/10.3389/fphys.2018.01029
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author Liquitaya-Montiel, Adhemar J.
Mendoza, Luis
author_facet Liquitaya-Montiel, Adhemar J.
Mendoza, Luis
author_sort Liquitaya-Montiel, Adhemar J.
collection PubMed
description Many disease fighting strategies have focused on the generation of NK cells, since they constitute the main immune barrier against cancer and intracellular pathogens such as viruses. Therefore, a predictive model for the development of NK cells would constitute a useful tool to test several hypotheses regarding the production of these cells during both physiological and pathological conditions. Here, we present a boolean network model that reproduces experimental results reported on the literature regarding the progressive stages of the development of NK cells in wild-type and mutant backgrounds. The model allows for the simulation of different conditions, including extracellular micro-environment as well as the simulation of genetic alterations. It also describes how NK cell differentiation depends on a molecular regulatory network that controls the specification of lymphoid lineages, such as T and B cells, which share a common progenitor with NKs. Furthermore, the study shows that the structure of the regulatory network strongly determines the stability of the expression patterns against perturbations.
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spelling pubmed-60829672018-08-16 Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation Liquitaya-Montiel, Adhemar J. Mendoza, Luis Front Physiol Physiology Many disease fighting strategies have focused on the generation of NK cells, since they constitute the main immune barrier against cancer and intracellular pathogens such as viruses. Therefore, a predictive model for the development of NK cells would constitute a useful tool to test several hypotheses regarding the production of these cells during both physiological and pathological conditions. Here, we present a boolean network model that reproduces experimental results reported on the literature regarding the progressive stages of the development of NK cells in wild-type and mutant backgrounds. The model allows for the simulation of different conditions, including extracellular micro-environment as well as the simulation of genetic alterations. It also describes how NK cell differentiation depends on a molecular regulatory network that controls the specification of lymphoid lineages, such as T and B cells, which share a common progenitor with NKs. Furthermore, the study shows that the structure of the regulatory network strongly determines the stability of the expression patterns against perturbations. Frontiers Media S.A. 2018-08-02 /pmc/articles/PMC6082967/ /pubmed/30116200 http://dx.doi.org/10.3389/fphys.2018.01029 Text en Copyright © 2018 Liquitaya-Montiel and Mendoza. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Liquitaya-Montiel, Adhemar J.
Mendoza, Luis
Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation
title Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation
title_full Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation
title_fullStr Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation
title_full_unstemmed Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation
title_short Dynamical Analysis of the Regulatory Network Controlling Natural Killer Cells Differentiation
title_sort dynamical analysis of the regulatory network controlling natural killer cells differentiation
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6082967/
https://www.ncbi.nlm.nih.gov/pubmed/30116200
http://dx.doi.org/10.3389/fphys.2018.01029
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