Numerical Bifurcations and Sensitivity Analysis of an SIVPC Cervical Cancer Model

We consider a mathematical model of cervical cancer based on the Natural History of Cervical Cancer. The model is a five dimensional system of the first order of ordinary differential equations that represents the interaction between the free Human Papilloma Virus (HPV) population and four cells sub-populations, i.e., the normal cells, infected cells by HPV, precancerous cells, and cancer cells. We focus our analysis to determine the existence conditions of the nontrivial equilibrium point, the bifurcations, and the sensitivity of the parameters that play important roles in metastasis. Based on the basic reproduction ratio of the system, we found that the infection rate, the new viruses production rate, the free viruses death rate, the infected cells growth rate, and the precancerous cells progression rate play important roles for the cancer spreads in the cellular level. By applying sensitivity and numerical bifurcation analysis, we found that there are some important bifurcations that trigger some irregular behaviours of the system, i.e., fold, Hopf, cusp and Bogdanov-Takens.

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Publication Details

Journal
Communication in Biomathematical Sciences
Published
2024-12-31
DOI
https://doi.org/10.5614/cbms.2024.7.2.8
Primary Topic
Mathematical Biology Tumor Growth
Type
article
Field-Weighted Citation Impact
0.00

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article

Numerical Bifurcations and Sensitivity Analysis of an SIVPC Cervical Cancer Model

Ario Wiraya, Tri Sri Noor Asih, Jonathan E. Forde, Fajar Adi-Kusumo
Communication in Biomathematical Sciences
Mathematical Biology Tumor Growth
article

Numerical Bifurcations and Sensitivity Analysis of an SIVPC Cervical Cancer Model

Ario Wiraya, Tri Sri Noor Asih, Jonathan E. Forde, Fajar Adi-Kusumo
article en

Abstract

We consider a mathematical model of cervical cancer based on the Natural History of Cervical Cancer. The model is a five dimensional system of the first order of ordinary differential equations that represents the interaction between the free Human Papilloma Virus (HPV) population and four cells sub-populations, i.e., the normal cells, infected cells by HPV, precancerous cells, and cancer cells. We focus our analysis to determine the existence conditions of the nontrivial equilibrium point, the bifurcations, and the sensitivity of the parameters that play important roles in metastasis. Based on the basic reproduction ratio of the system, we found that the infection rate, the new viruses production rate, the free viruses death rate, the infected cells growth rate, and the precancerous cells progression rate play important roles for the cancer spreads in the cellular level. By applying sensitivity and numerical bifurcation analysis, we found that there are some important bifurcations that trigger some irregular behaviours of the system, i.e., fold, Hopf, cusp and Bogdanov-Takens.

Communication in Biomathematical SciencesVol. 7(2)
Sebelas Maret University (ID), Hobart and William Smith Colleges (US), State University of Semarang (ID), Universitas Gadjah Mada (ID)
Universitas Gadjah Mada
Good health and well-being
Openalex Percentile: Top 73%
Mathematical Biology Tumor Growth
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Numerical Bifurcations and Sensitivity Analysis of an SIVPC Cervical Cancer Model — Ario Wiraya, Tri Sri Noor Asih, et al. · Communication in Biomathematical Sciences (2024) | TGRS Research Map | TGRS