Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.

Several studies have proven oseltamivir to be efficient in reducing influenza viral titer and symptom intensity. However, the usefulness of oseltamivir can be compromised by the emergence and spread of drug-resistant virus. The selective pressure exerted by different oseltamivir therapy regimens hav...

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Main Authors: Laetitia Canini, Jessica M Conway, Alan S Perelson, Fabrice Carrat
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-04-01
Series:PLoS Computational Biology
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/24743564/pdf/?tool=EBI
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spelling doaj-f2ebde7008224f69b26c31cf4112a0fa2021-04-21T15:36:04ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582014-04-01104e100356810.1371/journal.pcbi.1003568Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.Laetitia CaniniJessica M ConwayAlan S PerelsonFabrice CarratSeveral studies have proven oseltamivir to be efficient in reducing influenza viral titer and symptom intensity. However, the usefulness of oseltamivir can be compromised by the emergence and spread of drug-resistant virus. The selective pressure exerted by different oseltamivir therapy regimens have received little attention. Combining models of drug pharmacokinetics, pharmacodynamics, viral kinetics and symptom dynamics, we explored the efficacy of oseltamivir in reducing both symptoms (symptom efficacy) and viral load (virological efficacy). We simulated samples of 1000 subjects using previously estimated between-subject variability in viral and symptom dynamic parameters to describe the observed heterogeneity in a patient population. We simulated random mutations conferring resistance to oseltamivir. We explored the effect of therapy initiation time, dose, intake frequency and therapy duration on influenza infection, illness dynamics, and emergence of viral resistance. Symptom and virological efficacies were strongly associated with therapy initiation time. The proportion of subjects shedding resistant virus was 27-fold higher when prophylaxis was initiated during the incubation period compared with no treatment. It fell to below 1% when treatment was initiated after symptom onset for twice-a-day intakes. Lower doses and prophylaxis regimens led to lower efficacies and increased risk of resistance emergence. We conclude that prophylaxis initiated during the incubation period is the main factor leading to resistance emergence.https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/24743564/pdf/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author Laetitia Canini
Jessica M Conway
Alan S Perelson
Fabrice Carrat
spellingShingle Laetitia Canini
Jessica M Conway
Alan S Perelson
Fabrice Carrat
Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.
PLoS Computational Biology
author_facet Laetitia Canini
Jessica M Conway
Alan S Perelson
Fabrice Carrat
author_sort Laetitia Canini
title Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.
title_short Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.
title_full Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.
title_fullStr Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.
title_full_unstemmed Impact of different oseltamivir regimens on treating influenza A virus infection and resistance emergence: insights from a modelling study.
title_sort impact of different oseltamivir regimens on treating influenza a virus infection and resistance emergence: insights from a modelling study.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2014-04-01
description Several studies have proven oseltamivir to be efficient in reducing influenza viral titer and symptom intensity. However, the usefulness of oseltamivir can be compromised by the emergence and spread of drug-resistant virus. The selective pressure exerted by different oseltamivir therapy regimens have received little attention. Combining models of drug pharmacokinetics, pharmacodynamics, viral kinetics and symptom dynamics, we explored the efficacy of oseltamivir in reducing both symptoms (symptom efficacy) and viral load (virological efficacy). We simulated samples of 1000 subjects using previously estimated between-subject variability in viral and symptom dynamic parameters to describe the observed heterogeneity in a patient population. We simulated random mutations conferring resistance to oseltamivir. We explored the effect of therapy initiation time, dose, intake frequency and therapy duration on influenza infection, illness dynamics, and emergence of viral resistance. Symptom and virological efficacies were strongly associated with therapy initiation time. The proportion of subjects shedding resistant virus was 27-fold higher when prophylaxis was initiated during the incubation period compared with no treatment. It fell to below 1% when treatment was initiated after symptom onset for twice-a-day intakes. Lower doses and prophylaxis regimens led to lower efficacies and increased risk of resistance emergence. We conclude that prophylaxis initiated during the incubation period is the main factor leading to resistance emergence.
url https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/24743564/pdf/?tool=EBI
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