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Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy
Data from human clinical trials have shown that the hepatitis B virus (HBV) follows complex profiles, such as bi-phasic, tri-phasic, stepwise decay and rebound. We utilized a deterministic model of HBV kinetics following antiviral therapy to uncover the mechanistic interactions behind HBV dynamics....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454429/ https://www.ncbi.nlm.nih.gov/pubmed/28534812 http://dx.doi.org/10.3390/v9050117 |
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author | Carracedo Rodriguez, Andrea Chung, Matthias Ciupe, Stanca M. |
author_facet | Carracedo Rodriguez, Andrea Chung, Matthias Ciupe, Stanca M. |
author_sort | Carracedo Rodriguez, Andrea |
collection | PubMed |
description | Data from human clinical trials have shown that the hepatitis B virus (HBV) follows complex profiles, such as bi-phasic, tri-phasic, stepwise decay and rebound. We utilized a deterministic model of HBV kinetics following antiviral therapy to uncover the mechanistic interactions behind HBV dynamics. Analytical investigation of the model was used to separate the parameter space describing virus decay and rebound. Monte Carlo sampling of the parameter space was used to determine the virological, pharmacological and immunological factors that separate the bi-phasic and tri-phasic virus profiles. We found that the level of liver infection at the start of therapy best separates the decay patterns. Moreover, drug efficacy, ratio between division of uninfected and infected cells, and the strength of cytotoxic immune response are important in assessing the amount of liver damage experienced over time and in quantifying the duration of therapy leading to virus resolution in each of the observed profiles. |
format | Online Article Text |
id | pubmed-5454429 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-54544292017-06-08 Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy Carracedo Rodriguez, Andrea Chung, Matthias Ciupe, Stanca M. Viruses Article Data from human clinical trials have shown that the hepatitis B virus (HBV) follows complex profiles, such as bi-phasic, tri-phasic, stepwise decay and rebound. We utilized a deterministic model of HBV kinetics following antiviral therapy to uncover the mechanistic interactions behind HBV dynamics. Analytical investigation of the model was used to separate the parameter space describing virus decay and rebound. Monte Carlo sampling of the parameter space was used to determine the virological, pharmacological and immunological factors that separate the bi-phasic and tri-phasic virus profiles. We found that the level of liver infection at the start of therapy best separates the decay patterns. Moreover, drug efficacy, ratio between division of uninfected and infected cells, and the strength of cytotoxic immune response are important in assessing the amount of liver damage experienced over time and in quantifying the duration of therapy leading to virus resolution in each of the observed profiles. MDPI 2017-05-19 /pmc/articles/PMC5454429/ /pubmed/28534812 http://dx.doi.org/10.3390/v9050117 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Carracedo Rodriguez, Andrea Chung, Matthias Ciupe, Stanca M. Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy |
title | Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy |
title_full | Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy |
title_fullStr | Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy |
title_full_unstemmed | Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy |
title_short | Understanding the Complex Patterns Observed during Hepatitis B Virus Therapy |
title_sort | understanding the complex patterns observed during hepatitis b virus therapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454429/ https://www.ncbi.nlm.nih.gov/pubmed/28534812 http://dx.doi.org/10.3390/v9050117 |
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