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A delayed HIV infection model with apoptosis and viral loss
1a Faculty of Mathematics & Computer Science , South Asian University , New Delhi , India.
Insights
This study analyzes a delayed human immunodeficiency virus (HIV) model incorporating cell apoptosis and delays. Numerical simulations explore the transition from order to chaos, revealing apoptosis
Area of Science:
- Mathematical modeling
- Virology
- Immunology
Background:
- Human immunodeficiency virus (HIV) infection involves complex cellular dynamics.
- Incorporating time delays is crucial for realistic modeling of biological systems.
- Apoptosis plays a significant role in HIV pathogenesis.
Purpose of the Study:
- To develop and analyze a delayed mathematical model for HIV infection that includes cell apoptosis.
- To investigate the local and global stability of the model's steady states.
- To explore the system's dynamics, including the transition from order to chaos, and the impact of apoptosis on viral load.
Main Methods:
- Local and global stability analysis of the delayed HIV model.
- Bifurcation analysis using delay as a parameter to identify Hopf bifurcation.
- Numerical simulations to verify analytical findings and explore chaotic dynamics.
- Assessment of apoptosis effects on viral load through numerical methods.
Main Results:
- The model exhibits complex dynamics, including transitions from stable states to chaotic behavior.
- Hopf bifurcation is identified, indicating a switch in system stability based on delay parameters.
- Apoptosis significantly influences viral load dynamics, as shown by numerical simulations.
- Analytical and numerical results provide insights into the extensive dynamics of the HIV model.
Conclusions:
- The delayed HIV model with apoptosis offers a comprehensive framework for understanding viral dynamics.
- Time delays and apoptosis are critical factors influencing the progression and behavior of HIV infection.
- The study highlights the potential for chaotic dynamics in HIV infection under specific conditions.
- Numerical simulations confirm the model's ability to capture complex biological phenomena relevant to HIV.
Abstract:
In this paper, a delayed human immunodeficiency virus (HIV) model with apoptosis of cells has been studied. Both immunological and intracellular delay have been incorporated to make the model more relevant. Firstly, the model has been investigated using local stability analysis. Next, the global stability analysis of steady states has been performed. The stability switch criteria taking the delay as the bifurcating parameter, leading to Hopf bifurcation has been studied. The transition of the system from order to chaos has been explored, and the analytical results have been verified by numerical simulations. The results thus can be used to describe the extensive dynamics exhibited by the model introduced in this article. The effects of apoptosis on viral load has been studied in the model numerically.
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