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A stochastic reaction-diffusion HIV/AIDS model with implications for long-Acting ART.
Baozhou Gao1, Yantao Luo2, Long Zhang1
1College of Mathematics and System Science, Xinjiang University, Urumqi, 830017, PR China.
This study models HIV/AIDS transmission using stochastic reaction-diffusion to understand disease extinction. Findings show noise can cause exponential extinction, but the asymptomatic stage remains critical for future interventions.
Area of Science:
- Epidemiology
- Mathematical Biology
- Stochastic Processes
Background:
- Human Immunodeficiency Virus (HIV) and Acquired Immunodeficiency Syndrome (AIDS) remain significant global health challenges.
- Understanding disease transmission dynamics is crucial for effective public health strategies.
Purpose of the Study:
- To develop a stochastic reaction-diffusion model for HIV/AIDS transmission.
- To analyze disease extinction mechanisms and predict pandemic trajectories.
- To investigate the impact of interventions like long-acting antiretroviral therapy (LA-ART).
Main Methods:
- Application of the Zvonkin transformation for analytical framework.
- Reformulation within reaction-diffusion equations to prove solution existence and uniqueness.
- Lyapunov function construction for disease persistence analysis.
- Derivation of stationary distributions and probability density functions using stochastic modeling theory.
Main Results:
- Sufficient conditions for disease persistence were established.
- Exponential disease extinction was proven under specific parameter regimes and confirmed by simulations.
- Noise was shown to be a factor in exponential disease extinction.
- The asymptomatic stage of AIDS was identified as a critical determinant of the pandemic's trajectory.
Conclusions:
- The developed stochastic model provides insights into HIV/AIDS transmission dynamics.
- While noise can promote extinction, AIDS remains a threat, emphasizing the need for targeted interventions.
- Prioritizing research into the asymptomatic stage is essential for developing effective control strategies.
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