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Stem-cell Based Engineered Immunity Against HIV Infection in the Humanized Mouse Model
Published on: July 2, 2016
A kinetic model of CD4+ lymphocytes with the human immunodeficiency virus (HIV)
J J Bailey1, J E Fletcher, E T Chuck
1Laboratory of Applied Studies, National Institutes of Health, Bethesda, Maryland 20892.
Insights
This study models human immunodeficiency virus (HIV) dynamics with CD4+ T cells. Mathematical simulations reveal how cell activation influences viral replication and T cell depletion in acquired immune deficiency syndrome (AIDS).
Area of Science:
- Immunology
- Virology
- Mathematical Biology
Background:
- Human immunodeficiency virus (HIV) infects CD4+ T lymphocytes, crucial for immune function.
- The depletion of CD4+ T cells is a hallmark of acquired immune deficiency syndrome (AIDS).
- Understanding the dynamics of HIV-T cell interactions is vital for explaining disease progression.
Purpose of the Study:
- To develop a kinetic model simulating in vitro cytopathology of HIV infection.
- To investigate the dynamics of infected and uninfected CD4+ T cells and free virions.
- To explore the impact of cell activation and stimuli on viral dynamics and T cell populations.
Main Methods:
- Utilized nonlinearly coupled, ordinary differential equations to model viral and cellular dynamics.
- Differentiated between resting and activated CD4+ T cells regarding infection susceptibility and viral production.
- Simulated the effects of external stimuli on cellular activation and viral replication.
Main Results:
- The model predicts a steady state without stimulation, with resting cells being infected.
- Upon stimulation, both resting and activated infected/uninfected CD4+ T cell populations emerge.
- Simulated cyclic behavior of cell growth, viral expression, and death, influenced by stimulus timing.
Conclusions:
- The kinetic model replicates complex dynamics observed in HIV infection.
- Cellular activation and stimulus timing are critical factors influencing T cell dynamics.
- The model provides insights into the variable rates of CD4+ T cell depletion in AIDS patients.
Abstract:
This report describes a kinetic model of in vitro cytopathology involving interactions of human immunodeficiency virus (HIV) with CD4+ helper T lymphocytes. The model uses nonlinearly coupled, ordinary differential equations to simulate the dynamics of infected and uninfected cells and free virions. It is assumed that resting cells are more readily infected than activated cells, but once infected, only activated cells produce more virus. Resting cells can be activated by some appropriate stimulus (e.g. phytohemagglutinin, soluble antigen). The model predicts that the initial inoculum of virus is taken up by resting cells and without stimulation the system comes to a steady state of two populations, namely infected and uninfected cells. Stimulation of this system produces two additional populations, namely infected and uninfected activated cells which, along with the previous populations, exhibit cyclic behavior of growth, viral expression/release, and death. Additional stimuli enhance or diminish the cyclic behavior depending upon their occurrence in time. These simulations suggest a similar dynamics in human HIV infection and may explain a major factor responsible for the widely varying depletion rate of (CD4+) helper T cells in AIDS patients.
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