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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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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. |
format | Online Article Text |
id | pubmed-6082967 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liquitayamontieladhemarj dynamicalanalysisoftheregulatorynetworkcontrollingnaturalkillercellsdifferentiation AT mendozaluis dynamicalanalysisoftheregulatorynetworkcontrollingnaturalkillercellsdifferentiation |