Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE

Breast cancer arises when cells develop uncontrollably in the breast to form tumour cells. The risk of having breast cancer rises as a woman continues to age. Thus, details about the early stages of cancer progression can help a woman make early treatment choices, preventing them from being diagnos...

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Main Authors: Farah Liyana, Azizan, Saratha, Sathasivam, Majid Khan, Majahar Ali, Halimatul Najihah, Zulkifli, Noorhatini, Asmadi, Nur Liyana, Isa
Format: Article
Language:English
Published: AIP Publishing 2023
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Online Access:http://ir.unimas.my/id/eprint/44097/1/Interaction.pdf
http://ir.unimas.my/id/eprint/44097/
https://pubs.aip.org/aip/acp/article/2905/1/030012/2932558/Interaction-and-development-of-breast-cancer-cells
https://doi.org/10.1063/5.0171626
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spelling my.unimas.ir.440972024-01-12T03:08:33Z http://ir.unimas.my/id/eprint/44097/ Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE Farah Liyana, Azizan Saratha, Sathasivam Majid Khan, Majahar Ali Halimatul Najihah, Zulkifli Noorhatini, Asmadi Nur Liyana, Isa QA Mathematics Breast cancer arises when cells develop uncontrollably in the breast to form tumour cells. The risk of having breast cancer rises as a woman continues to age. Thus, details about the early stages of cancer progression can help a woman make early treatment choices, preventing them from being diagnosed with these harmful cancers. It is believed that cytotoxic T lymphocytes (CTLs) act as effector cells to eradicate cancer cells. CTLs and tumor cells were discovered to be around a "predator-prey" relationship, with CTL acting as the predator along with tumor cells acting as the prey. In this paper, we examined steady-state solutions for two numerical differentiation using the Jacobian matrix. We will also examine the stability region of breast cancer cells in two different phases to describe its progress in different types of the human body at various phases. Also, compare tumour cells population development in the duration of interphase and metaphase in the presence and the absence of immune response, which is dependent on the CTL population, will be observed by applying Fourth Order Runge Kutta (RK4) method. We can see that the Runge-Kutta method is an important method for approximate solutions to ordinary systems with known initial conditions. We achieved populations value of tumour cells throughout interphase and mitosis as well as the population of the immune system using the method. Based on our observations, we draw the conclusion that persons with a higher immune system are more likely to be able to fight cancer for for a period of time than cancer sufferers with a poor immune system. We may observe that the cancer cells were reduced in a shorter period of time with a high immune response population compared to other lower CTL values. AIP Publishing 2023 Article PeerReviewed text en http://ir.unimas.my/id/eprint/44097/1/Interaction.pdf Farah Liyana, Azizan and Saratha, Sathasivam and Majid Khan, Majahar Ali and Halimatul Najihah, Zulkifli and Noorhatini, Asmadi and Nur Liyana, Isa (2023) Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE. AIP Conference Proceedings, 2905 (1). pp. 1-12. ISSN 1551-7616 https://pubs.aip.org/aip/acp/article/2905/1/030012/2932558/Interaction-and-development-of-breast-cancer-cells https://doi.org/10.1063/5.0171626
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Farah Liyana, Azizan
Saratha, Sathasivam
Majid Khan, Majahar Ali
Halimatul Najihah, Zulkifli
Noorhatini, Asmadi
Nur Liyana, Isa
Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE
description Breast cancer arises when cells develop uncontrollably in the breast to form tumour cells. The risk of having breast cancer rises as a woman continues to age. Thus, details about the early stages of cancer progression can help a woman make early treatment choices, preventing them from being diagnosed with these harmful cancers. It is believed that cytotoxic T lymphocytes (CTLs) act as effector cells to eradicate cancer cells. CTLs and tumor cells were discovered to be around a "predator-prey" relationship, with CTL acting as the predator along with tumor cells acting as the prey. In this paper, we examined steady-state solutions for two numerical differentiation using the Jacobian matrix. We will also examine the stability region of breast cancer cells in two different phases to describe its progress in different types of the human body at various phases. Also, compare tumour cells population development in the duration of interphase and metaphase in the presence and the absence of immune response, which is dependent on the CTL population, will be observed by applying Fourth Order Runge Kutta (RK4) method. We can see that the Runge-Kutta method is an important method for approximate solutions to ordinary systems with known initial conditions. We achieved populations value of tumour cells throughout interphase and mitosis as well as the population of the immune system using the method. Based on our observations, we draw the conclusion that persons with a higher immune system are more likely to be able to fight cancer for for a period of time than cancer sufferers with a poor immune system. We may observe that the cancer cells were reduced in a shorter period of time with a high immune response population compared to other lower CTL values.
format Article
author Farah Liyana, Azizan
Saratha, Sathasivam
Majid Khan, Majahar Ali
Halimatul Najihah, Zulkifli
Noorhatini, Asmadi
Nur Liyana, Isa
author_facet Farah Liyana, Azizan
Saratha, Sathasivam
Majid Khan, Majahar Ali
Halimatul Najihah, Zulkifli
Noorhatini, Asmadi
Nur Liyana, Isa
author_sort Farah Liyana, Azizan
title Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE
title_short Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE
title_full Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE
title_fullStr Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE
title_full_unstemmed Interaction and Development of Breast Cancer Cells with Immune Response Using First Order ODE
title_sort interaction and development of breast cancer cells with immune response using first order ode
publisher AIP Publishing
publishDate 2023
url http://ir.unimas.my/id/eprint/44097/1/Interaction.pdf
http://ir.unimas.my/id/eprint/44097/
https://pubs.aip.org/aip/acp/article/2905/1/030012/2932558/Interaction-and-development-of-breast-cancer-cells
https://doi.org/10.1063/5.0171626
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score 13.211869