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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Institution of Engineering and Technology
2019
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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 |
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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 |
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