Title :
Modelling differential interferon resistance of HCV quasispecies
Author :
Skums, Pavel ; Campo, David S. ; Dimitrova, Zoya ; Vaughan, Gilberto ; Lau, Daryl T. ; Khudyakov, Yury
Author_Institution :
Div. of Viral Hepatitis, Centers of Disease Control & Prevention, Atlanta, GA, USA
Abstract :
Hepatitis C virus (HCV) is a major cause of liver disease worldwide. Current interferon and ribavirin (IFN/RBV) therapy is effective in 50%-60% of patients. HCV exists in infected patients as a large viral population of intra-host variants (quasispecies), which form a certain topological structure (sequence space) and may be differentially resistant to interferon treatment. We present a method for measuring differential interferon resistance of HCV quasispecies based on mathematical modeling and analysis of HCV population dynamics during the first hours of interferon therapy. The mathematical models showed that individual intra-host HCV variants have a wide range of resistance to IFN treatment in each patient. Analysis of differential IFN resistance among intra-host HCV variants allows to accurately predict outcome of IFN therapy. The models strongly suggest that resistance to interferon may vary broadly among closely related variants in infected hosts and therapy outcome may be defined by a single or a few variants irrespective of their frequency in the intra-host HCV population before treatment.
Keywords :
cellular biophysics; diseases; drugs; liver; mathematical analysis; microorganisms; patient treatment; HCV quasispecies; differential interferon resistance; hepatitis C virus; interferon treatment; intrahost variants; liver disease; mathematical modeling; ribavirin therapy; sequence space; topological structure; viral population; Bioinformatics; Equations; Immune system; Mathematical model; Medical treatment; Predictive models; RNA; HCV; Quasispecies; interferon resistance;
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1612-6
DOI :
10.1109/BIBMW.2011.6112367