Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARF

p53 regulates the cellular response to genotoxic damage and prevents carcinogenic events. Theoretical and experimental studies state that the p53-Mdm2 network constitutes the core module of regulatory interactions activated by cellular stress induced by a variety of signaling pathways. In this paper...

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Main Authors: Oscar J. Suarez, Carlos J. Vega, Edgar N. Sanchez, Ana E. González-Santiago, Otoniel Rodríguez-Jorge, Alma Y. Alanis, Guanrong Chen, Esteban A. Hernandez-Vargas
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Physiology
Subjects:
p53
Online Access:https://www.frontiersin.org/article/10.3389/fphys.2020.00976/full
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spelling doaj-ea6d1324c80e4c62ba429c548dd5d8a42020-11-25T03:48:02ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2020-08-011110.3389/fphys.2020.00976492386Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARFOscar J. Suarez0Carlos J. Vega1Edgar N. Sanchez2Ana E. González-Santiago3Otoniel Rodríguez-Jorge4Alma Y. Alanis5Guanrong Chen6Esteban A. Hernandez-Vargas7Electrical Engineering Department, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Guadalajara, MexicoElectrical Engineering Department, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Guadalajara, MexicoElectrical Engineering Department, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Guadalajara, MexicoBiomedical Sciences Department, Centro de Investigación Multidisciplinario en Salud, Universidad de Guadalajara, Tonalá, MexicoBiochemistry and Molecular Biology Department, Instituto de Investigaciones Básicas y Aplicadas, Universidad Autónoma del Estado de Morelos, Cuernavaca, MexicoComputer Sciences Department, Universidad de Guadalajara, Guadalajara, MexicoElectrical Engineering Department, City University of Hong Kong, Hong Kong, ChinaFrankfurt Institute for Advanced Studies, Frankfurt, Germanyp53 regulates the cellular response to genotoxic damage and prevents carcinogenic events. Theoretical and experimental studies state that the p53-Mdm2 network constitutes the core module of regulatory interactions activated by cellular stress induced by a variety of signaling pathways. In this paper, a strategy to control the p53-Mdm2 network regulated by p14ARF is developed, based on the pinning control technique, which consists into applying local feedback controllers to a small number of nodes (pinned ones) in the network. Pinned nodes are selected on the basis of their importance level in a topological hierarchy, their degree of connectivity within the network, and the biological role they perform. In this paper, two cases are considered. For the first case, the oscillatory pattern under gamma-radiation is recovered; afterward, as the second case, increased expression of p53 level is taken into account. For both cases, the control law is applied to p14ARF (pinned node based on a virtual leader methodology), and overexpressed Mdm2-mediated p53 degradation condition is considered as carcinogenic initial behavior. The approach in this paper uses a computational algorithm, which opens an alternative path to understand the cellular responses to stress, doing it possible to model and control the gene regulatory network dynamics in two different biological contexts. As the main result of the proposed control technique, the two mentioned desired behaviors are obtained.https://www.frontiersin.org/article/10.3389/fphys.2020.00976/fullp53Mdm2p14ARFpinning controlcomputational modeling
collection DOAJ
language English
format Article
sources DOAJ
author Oscar J. Suarez
Carlos J. Vega
Edgar N. Sanchez
Ana E. González-Santiago
Otoniel Rodríguez-Jorge
Alma Y. Alanis
Guanrong Chen
Esteban A. Hernandez-Vargas
spellingShingle Oscar J. Suarez
Carlos J. Vega
Edgar N. Sanchez
Ana E. González-Santiago
Otoniel Rodríguez-Jorge
Alma Y. Alanis
Guanrong Chen
Esteban A. Hernandez-Vargas
Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARF
Frontiers in Physiology
p53
Mdm2
p14ARF
pinning control
computational modeling
author_facet Oscar J. Suarez
Carlos J. Vega
Edgar N. Sanchez
Ana E. González-Santiago
Otoniel Rodríguez-Jorge
Alma Y. Alanis
Guanrong Chen
Esteban A. Hernandez-Vargas
author_sort Oscar J. Suarez
title Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARF
title_short Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARF
title_full Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARF
title_fullStr Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARF
title_full_unstemmed Pinning Control for the p53-Mdm2 Network Dynamics Regulated by p14ARF
title_sort pinning control for the p53-mdm2 network dynamics regulated by p14arf
publisher Frontiers Media S.A.
series Frontiers in Physiology
issn 1664-042X
publishDate 2020-08-01
description p53 regulates the cellular response to genotoxic damage and prevents carcinogenic events. Theoretical and experimental studies state that the p53-Mdm2 network constitutes the core module of regulatory interactions activated by cellular stress induced by a variety of signaling pathways. In this paper, a strategy to control the p53-Mdm2 network regulated by p14ARF is developed, based on the pinning control technique, which consists into applying local feedback controllers to a small number of nodes (pinned ones) in the network. Pinned nodes are selected on the basis of their importance level in a topological hierarchy, their degree of connectivity within the network, and the biological role they perform. In this paper, two cases are considered. For the first case, the oscillatory pattern under gamma-radiation is recovered; afterward, as the second case, increased expression of p53 level is taken into account. For both cases, the control law is applied to p14ARF (pinned node based on a virtual leader methodology), and overexpressed Mdm2-mediated p53 degradation condition is considered as carcinogenic initial behavior. The approach in this paper uses a computational algorithm, which opens an alternative path to understand the cellular responses to stress, doing it possible to model and control the gene regulatory network dynamics in two different biological contexts. As the main result of the proposed control technique, the two mentioned desired behaviors are obtained.
topic p53
Mdm2
p14ARF
pinning control
computational modeling
url https://www.frontiersin.org/article/10.3389/fphys.2020.00976/full
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