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A piecewise model of virus-immune system with two thresholds
Biao Tang1, Yanni Xiao2, Jianhong Wu3
1School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an 710049, PR China; Centre for Disease Modelling, York Institute for Health Research, York University, Toronto, ON M3J 1P3, Canada.
New HIV treatment models using two thresholds show potential for better viral load control. This approach may enhance immune response and enlarge the controllable region for managing HIV infection.
Area of Science:
- * Mathematical modeling
- * Immunology
- * Virology
Background:
- * Combined antiretroviral therapy (cART) and interleukin-2 (IL-2) may not fully restore immune response or control HIV replication.
- * Challenges remain in inducing HIV-specific immune responses and controlling viral loads with additional immune therapies.
Purpose of the Study:
- * To propose a piecewise virus-immune model with two thresholds for HIV-1 RNA and effector cell-guided therapy.
- * To analyze the dynamics of HIV-1 RNA and effector cell interactions under different therapeutic strategies.
- * To compare the efficacy of single-threshold versus two-threshold therapy strategies for HIV management.
Main Methods:
- * Development and analysis of a piecewise mathematical model simulating HIV-1 RNA and effector cell dynamics.
- * Investigation of system dynamics with effector cell-guided immune therapy, including critical intensity levels.
- * Global dynamics analysis to determine stability (stable equilibrium, bistability with periodic solutions, or virus-free periodic solutions).
Main Results:
- * A critical level of immune therapy intensity was identified for controlling HIV-1 RNA levels.
- * The model demonstrated that HIV viral loads can be eradicated, stabilized, or increase indefinitely based on threshold levels and initial conditions.
- * Two-threshold therapy strategies were shown to either eradicate the virus or expand the controllable region for maintaining low viral loads compared to single-threshold strategies.
Conclusions:
- * The proposed two-threshold model offers a framework for understanding and optimizing HIV therapy strategies.
- * Immune-guided therapy, particularly with two thresholds, can significantly impact HIV viral dynamics and immune restoration.
- * Optimized threshold settings in therapy could lead to improved HIV eradication or sustained viral load suppression.
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