Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia

Breast cancer is the most frequent cancer in the world, and it continues to have a significant impact on the total number of cancer deaths. Recently, oncology findings hint at the role of excessive glucose in cancer progression and immune cells’ suppression. Sequel to this revelation is ongoing rese...

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Main Authors: Alblowy, Abeer Hamdan, Maan, Normah, Ibrahim, Abdulkareem Afolabi
Format: Article
Language:English
Published: Elsevier Ltd 2023
Subjects:
Online Access:http://eprints.utm.my/106427/1/NormahMaan2023_OptimalControlStrategiesforSGLT2Inhibitors.pdf
http://eprints.utm.my/106427/
http://dx.doi.org/10.1016/j.compbiomed.2023.107552
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Institution: Universiti Teknologi Malaysia
Language: English
id my.utm.106427
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spelling my.utm.1064272024-06-30T06:09:34Z http://eprints.utm.my/106427/ Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia Alblowy, Abeer Hamdan Maan, Normah Ibrahim, Abdulkareem Afolabi QA Mathematics Breast cancer is the most frequent cancer in the world, and it continues to have a significant impact on the total number of cancer deaths. Recently, oncology findings hint at the role of excessive glucose in cancer progression and immune cells’ suppression. Sequel to this revelation is ongoing researches on possible inhibition of glucose flow into the tumor micro-environment as therapeutics for malignant treatment. In this study, the effect of glucose blockage therapeutics such as SGLT-2 inhibitors drug on the dynamics of normal, tumors and immune cells interaction is mathematically studied. The asymptomatic nature of the breast cancer is factored into the model using time delay. We first investigate the boundedness and non-negativity of the solution. The condition for existence of critical equilibrium point is determined, and its global stability conditions are derived using Lyapunov function. This revealed that a timely administration of the SGLT-2 inhibitors drug can eliminate tumor cells. Secondly, we determine the sufficient and necessary conditions for optimal control strategy of SGLT-2 inhibitors so as to avert side effects on normal cells using a Pontryagin's Minimum Principle. The results showed that if the ingestion rate of the inhibitor drug is equal to the digestion rate, the tumor cells can be completely eliminated within 9 months without side effects. The analytical results were numerically verified and the qualitative views of interacting cells dynamics is showcased. Elsevier Ltd 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/106427/1/NormahMaan2023_OptimalControlStrategiesforSGLT2Inhibitors.pdf Alblowy, Abeer Hamdan and Maan, Normah and Ibrahim, Abdulkareem Afolabi (2023) Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia. Computers in Biology and Medicine, 166 (NA). pp. 1-15. ISSN 0010-4825 http://dx.doi.org/10.1016/j.compbiomed.2023.107552 DOI : 10.1016/j.compbiomed.2023.107552
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Alblowy, Abeer Hamdan
Maan, Normah
Ibrahim, Abdulkareem Afolabi
Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia
description Breast cancer is the most frequent cancer in the world, and it continues to have a significant impact on the total number of cancer deaths. Recently, oncology findings hint at the role of excessive glucose in cancer progression and immune cells’ suppression. Sequel to this revelation is ongoing researches on possible inhibition of glucose flow into the tumor micro-environment as therapeutics for malignant treatment. In this study, the effect of glucose blockage therapeutics such as SGLT-2 inhibitors drug on the dynamics of normal, tumors and immune cells interaction is mathematically studied. The asymptomatic nature of the breast cancer is factored into the model using time delay. We first investigate the boundedness and non-negativity of the solution. The condition for existence of critical equilibrium point is determined, and its global stability conditions are derived using Lyapunov function. This revealed that a timely administration of the SGLT-2 inhibitors drug can eliminate tumor cells. Secondly, we determine the sufficient and necessary conditions for optimal control strategy of SGLT-2 inhibitors so as to avert side effects on normal cells using a Pontryagin's Minimum Principle. The results showed that if the ingestion rate of the inhibitor drug is equal to the digestion rate, the tumor cells can be completely eliminated within 9 months without side effects. The analytical results were numerically verified and the qualitative views of interacting cells dynamics is showcased.
format Article
author Alblowy, Abeer Hamdan
Maan, Normah
Ibrahim, Abdulkareem Afolabi
author_facet Alblowy, Abeer Hamdan
Maan, Normah
Ibrahim, Abdulkareem Afolabi
author_sort Alblowy, Abeer Hamdan
title Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia
title_short Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia
title_full Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia
title_fullStr Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia
title_full_unstemmed Optimal control strategies for SGLT2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia
title_sort optimal control strategies for sglt2 inhibitors as a novel anti-tumor agent and their effect on human breast cancer cells with the effect of time delay and hyperglycemia
publisher Elsevier Ltd
publishDate 2023
url http://eprints.utm.my/106427/1/NormahMaan2023_OptimalControlStrategiesforSGLT2Inhibitors.pdf
http://eprints.utm.my/106427/
http://dx.doi.org/10.1016/j.compbiomed.2023.107552
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