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Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy

Using HCV and IFN-resistance as a proof of concept, we have devised a new methodology for calculating the effect of a drug over a viral population and the resistance of its individual intra-host variants. By means of next-generation sequencing, HCV variants were obtained from sera collected at 9 tim...

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Autores principales: Campo, David S., Skums, Pavel, Dimitrova, Zoya, Vaughan, Gilberto, Forbi, Joseph C., Teo, Chong-Gee, Khudyakov, Yury, Lau, Daryl T.-Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4215939/
https://www.ncbi.nlm.nih.gov/pubmed/24488144
http://dx.doi.org/10.1038/clpt.2014.20
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author Campo, David S.
Skums, Pavel
Dimitrova, Zoya
Vaughan, Gilberto
Forbi, Joseph C.
Teo, Chong-Gee
Khudyakov, Yury
Lau, Daryl T.-Y.
author_facet Campo, David S.
Skums, Pavel
Dimitrova, Zoya
Vaughan, Gilberto
Forbi, Joseph C.
Teo, Chong-Gee
Khudyakov, Yury
Lau, Daryl T.-Y.
author_sort Campo, David S.
collection PubMed
description Using HCV and IFN-resistance as a proof of concept, we have devised a new methodology for calculating the effect of a drug over a viral population and the resistance of its individual intra-host variants. By means of next-generation sequencing, HCV variants were obtained from sera collected at 9 time-points from 16 patients during the first 48 hours after injection of IFN-α. IFN-resistance coefficients were calculated for individual variants using changes in their relative frequencies, and for the entire intra-host viral population using changes in viral titer during the initial 48 hours. Population-wide resistance and presence of IFN-resistant variants were highly associated with pegIFN-α2a/RBV treatment outcome at week 12 (p = 3.78×10(-5) and 0.0114, respectively). This new method allows an accurate measurement of resistance based solely on changes in viral titer or the relative frequency of intra-host viral variants during a short observation time.
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spelling pubmed-42159392015-06-01 Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy Campo, David S. Skums, Pavel Dimitrova, Zoya Vaughan, Gilberto Forbi, Joseph C. Teo, Chong-Gee Khudyakov, Yury Lau, Daryl T.-Y. Clin Pharmacol Ther Article Using HCV and IFN-resistance as a proof of concept, we have devised a new methodology for calculating the effect of a drug over a viral population and the resistance of its individual intra-host variants. By means of next-generation sequencing, HCV variants were obtained from sera collected at 9 time-points from 16 patients during the first 48 hours after injection of IFN-α. IFN-resistance coefficients were calculated for individual variants using changes in their relative frequencies, and for the entire intra-host viral population using changes in viral titer during the initial 48 hours. Population-wide resistance and presence of IFN-resistant variants were highly associated with pegIFN-α2a/RBV treatment outcome at week 12 (p = 3.78×10(-5) and 0.0114, respectively). This new method allows an accurate measurement of resistance based solely on changes in viral titer or the relative frequency of intra-host viral variants during a short observation time. 2014-01-31 2014-06 /pmc/articles/PMC4215939/ /pubmed/24488144 http://dx.doi.org/10.1038/clpt.2014.20 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Campo, David S.
Skums, Pavel
Dimitrova, Zoya
Vaughan, Gilberto
Forbi, Joseph C.
Teo, Chong-Gee
Khudyakov, Yury
Lau, Daryl T.-Y.
Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy
title Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy
title_full Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy
title_fullStr Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy
title_full_unstemmed Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy
title_short Drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy
title_sort drug-resistance of a viral population and its individual intra-host variants during the first 48 hours of therapy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4215939/
https://www.ncbi.nlm.nih.gov/pubmed/24488144
http://dx.doi.org/10.1038/clpt.2014.20
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