Title :
A hybrid stochastic/deterministic model of intracellular HIV infection dynamics and estimation of viral production parameters
Author :
Khalili, Shahrouz ; Armaou, Antonios
Author_Institution :
Dept. of Chem. Eng., Pennsylvania State Univ., University Park, PA, USA
Abstract :
This work is the initial step in development of an intracellular/extracellular model that describes the infection progression at the animal level, while having the required accuracy at the cellular level. Hence, a hybrid stochastic/deterministic intracellular model of HIV infection is developed to accurately model the events inside the infected cell. The model determines the probability of successful completion of intracellular infection cycle and estimates the number of produced virions per infected cell.
Keywords :
diseases; stochastic processes; animal level; cellular level; hybrid stochastic-deterministic model; infected cell; intracellular HIV infection dynamics; intracellular infection cycle; intracellular-extracellular model; viral production parameters estimation; virions; DNA; Drugs; Human immunodeficiency virus; Mathematical model; Production; Proteins; RNA;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580051