Cargando…

Sliding mode controller–observer pair for p53 pathway

A significant loss of p53 protein, an anti‐tumour agent, is observed in early cancerous cells. Induction of small molecules based drug is by far the most prominent technique to revive and maintain wild‐type p53 to the desired level. In this study, a sliding mode control (SMC) based robust non‐linear...

Descripción completa

Detalles Bibliográficos
Autores principales: Rizwan Azam, Muhammad, Utkin, Vadim I., Arshad Uppal, Ali, Bhatti, Aamer Iqbal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Institution of Engineering and Technology 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8687316/
https://www.ncbi.nlm.nih.gov/pubmed/31318338
http://dx.doi.org/10.1049/iet-syb.2018.5121
_version_ 1784618163102547968
author Rizwan Azam, Muhammad
Utkin, Vadim I.
Arshad Uppal, Ali
Bhatti, Aamer Iqbal
author_facet Rizwan Azam, Muhammad
Utkin, Vadim I.
Arshad Uppal, Ali
Bhatti, Aamer Iqbal
author_sort Rizwan Azam, Muhammad
collection PubMed
description A significant loss of p53 protein, an anti‐tumour agent, is observed in early cancerous cells. Induction of small molecules based drug is by far the most prominent technique to revive and maintain wild‐type p53 to the desired level. In this study, a sliding mode control (SMC) based robust non‐linear technique is presented for the drug design of a control‐oriented p53 model. The control input generated by conventional SMC is discontinuous; however, depending on the physical nature of the system, drug infusion needs to be continuous. Therefore, to obtain a smooth control signal, a dynamic SMC (DSMC) is designed. Moreover, the boundedness of the zero‐dynamics is also proved. To make the model‐based control design possible, the unknown states of the system are estimated using an equivalent control based, reduced‐order sliding mode observer. The robustness of the proposed technique is assessed by introducing input disturbance and parametric uncertainty in the system. The effectiveness of the proposed control scheme is witnessed by performing in‐silico trials, revealing that the sustained level of p53 can be achieved by controlled drug administration. Moreover, a comparative quantitative analysis shows that both controllers yield similar performance. However, DSMC consumes less control energy.
format Online
Article
Text
id pubmed-8687316
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher The Institution of Engineering and Technology
record_format MEDLINE/PubMed
spelling pubmed-86873162022-02-16 Sliding mode controller–observer pair for p53 pathway Rizwan Azam, Muhammad Utkin, Vadim I. Arshad Uppal, Ali Bhatti, Aamer Iqbal IET Syst Biol Research Article A significant loss of p53 protein, an anti‐tumour agent, is observed in early cancerous cells. Induction of small molecules based drug is by far the most prominent technique to revive and maintain wild‐type p53 to the desired level. In this study, a sliding mode control (SMC) based robust non‐linear technique is presented for the drug design of a control‐oriented p53 model. The control input generated by conventional SMC is discontinuous; however, depending on the physical nature of the system, drug infusion needs to be continuous. Therefore, to obtain a smooth control signal, a dynamic SMC (DSMC) is designed. Moreover, the boundedness of the zero‐dynamics is also proved. To make the model‐based control design possible, the unknown states of the system are estimated using an equivalent control based, reduced‐order sliding mode observer. The robustness of the proposed technique is assessed by introducing input disturbance and parametric uncertainty in the system. The effectiveness of the proposed control scheme is witnessed by performing in‐silico trials, revealing that the sustained level of p53 can be achieved by controlled drug administration. Moreover, a comparative quantitative analysis shows that both controllers yield similar performance. However, DSMC consumes less control energy. The Institution of Engineering and Technology 2019-07-01 /pmc/articles/PMC8687316/ /pubmed/31318338 http://dx.doi.org/10.1049/iet-syb.2018.5121 Text en © 2020 The Institution of Engineering and Technology https://creativecommons.org/licenses/by/3.0/This is an open access article published by the IET under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/ (https://creativecommons.org/licenses/by/3.0/) )
spellingShingle Research Article
Rizwan Azam, Muhammad
Utkin, Vadim I.
Arshad Uppal, Ali
Bhatti, Aamer Iqbal
Sliding mode controller–observer pair for p53 pathway
title Sliding mode controller–observer pair for p53 pathway
title_full Sliding mode controller–observer pair for p53 pathway
title_fullStr Sliding mode controller–observer pair for p53 pathway
title_full_unstemmed Sliding mode controller–observer pair for p53 pathway
title_short Sliding mode controller–observer pair for p53 pathway
title_sort sliding mode controller–observer pair for p53 pathway
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8687316/
https://www.ncbi.nlm.nih.gov/pubmed/31318338
http://dx.doi.org/10.1049/iet-syb.2018.5121
work_keys_str_mv AT rizwanazammuhammad slidingmodecontrollerobserverpairforp53pathway
AT utkinvadimi slidingmodecontrollerobserverpairforp53pathway
AT arshaduppalali slidingmodecontrollerobserverpairforp53pathway
AT bhattiaameriqbal slidingmodecontrollerobserverpairforp53pathway