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 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.

[1]  R. Webster,et al.  Competitive Fitness of Oseltamivir-Sensitive and -Resistant Highly Pathogenic H5N1 Influenza Viruses in a Ferret Model , 2010, Journal of Virology.

[2]  A. Monto,et al.  The role of antivirals in the control of influenza. , 2003, Vaccine.

[3]  Andreas Handel,et al.  Towards a quantitative understanding of the within-host dynamics of influenza A infections , 2010, Journal of The Royal Society Interface.

[4]  D M Fleming,et al.  Efficacy and safety of the neuraminidase inhibitor zanamivir in the treatment of influenzavirus infections. GG167 Influenza Study Group. , 1997, The New England journal of medicine.

[5]  Arjun Srinivasan,et al.  Cluster of oseltamivir-resistant 2009 pandemic influenza A (H1N1) virus infections on a hospital ward among immunocompromised patients--North Carolina, 2009. , 2011, The Journal of infectious diseases.

[6]  P. Ward,et al.  Oral oseltamivir treatment of influenza in children , 2001, The Pediatric infectious disease journal.

[7]  A. Perelson,et al.  Kinetics of Influenza A Virus Infection in Humans , 2006, Journal of Virology.

[8]  S. Trottier,et al.  Efficacy and safety of oseltamivir in treatment of acute influenza: a randomised controlled trial , 2000, The Lancet.

[9]  Daniel Coombs,et al.  Stochastic Analysis of Pre- and Postexposure Prophylaxis against HIV Infection , 2013, SIAM J. Appl. Math..

[10]  Jo Leonardi-Bee,et al.  Impact of Neuraminidase Inhibitor Treatment on Outcomes of Public Health Importance During the 2009–2010 Influenza A(H1N1) Pandemic: A Systematic Review and Meta-Analysis in Hospitalized Patients , 2012, The Journal of infectious diseases.

[11]  Nicholas C. Wu,et al.  Systematic Identification of H274Y Compensatory Mutations in Influenza A Virus Neuraminidase by High-Throughput Screening , 2012, Journal of Virology.

[12]  Larisa V. Gubareva,et al.  Comparison of the Activities of Zanamivir, Oseltamivir, and RWJ-270201 against Clinical Isolates of Influenza Virus and Neuraminidase Inhibitor-Resistant Variants , 2001, Antimicrobial Agents and Chemotherapy.

[13]  S. Gorman,et al.  Stockpiling Antiviral Drugs for the Next Influenza Pandemic , 2009, Clinical pharmacology and therapeutics.

[14]  Ronald Gieschke,et al.  Population Pharmacokinetics of Oseltamivir When Coadministered With Probenecid , 2008, Journal of clinical pharmacology.

[15]  G. Bocharov,et al.  Mathematical model of antiviral immune response. III. Influenza A virus infection. , 1994, Journal of theoretical biology.

[16]  N. J. White,et al.  Pharmacokinetics of High-Dose Oseltamivir in Healthy Volunteers , 2008, Antimicrobial Agents and Chemotherapy.

[17]  Paulette Clancy,et al.  A "partitioned leaping" approach for multiscale modeling of chemical reaction dynamics. , 2006, The Journal of chemical physics.

[18]  Benjamin J Cowling,et al.  Heterogeneity in viral shedding among individuals with medically attended influenza A virus infection. , 2013, The Journal of infectious diseases.

[19]  P. Ward,et al.  Use of the oral neuraminidase inhibitor oseltamivir in experimental human influenza: randomized controlled trials for prevention and treatment. , 1999, JAMA.

[20]  A. Monto,et al.  Global assessment of resistance to neuraminidase inhibitors, 2008-2011: the Influenza Resistance Information Study (IRIS). , 2013, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[21]  Andreas Handel,et al.  Neuraminidase Inhibitor Resistance in Influenza: Assessing the Danger of Its Generation and Spread , 2007, PLoS Comput. Biol..

[22]  F Y Aoki,et al.  Efficacy and safety of oseltamivir in treatment of acute influenza: a randomised controlled trial. Neuraminidase Inhibitor Flu Treatment Investigator Group. , 2000, Lancet.

[23]  Guy Boivin,et al.  Role of Permissive Neuraminidase Mutations in Influenza A/Brisbane/59/2007-like (H1N1) Viruses , 2011, PLoS pathogens.

[24]  John Samuel,et al.  A simple cellular automaton model for influenza A viral infections. , 2004, Journal of theoretical biology.

[25]  Draft WHO guidelines on the use of vaccines and antivirals during influenza pandemics. , 2002, Releve epidemiologique hebdomadaire.

[26]  A. Perelson,et al.  Simulation and Prediction of the Adaptive Immune Response to Influenza A Virus Infection , 2009, Journal of Virology.

[27]  Christian Stock,et al.  Prescription of anti-influenza drugs for healthy adults: a systematic review and meta-analysis. , 2009, The Lancet. Infectious diseases.

[28]  Update on oseltamivir-resistant pandemic A (H1N1) 2009 influenza virus: January 2010. , 2009, Releve epidemiologique hebdomadaire.

[29]  Maria Theodoridou,et al.  Safety and Pharmacokinetics of Oseltamivir for Prophylaxis of Neonates Exposed to Influenza H1N1 , 2012, The Pediatric infectious disease journal.

[30]  Leming,et al.  Efficacy and safety of the neuraminidase inhibitor zanamivir in the treatment of influenzavirus infections , 1997 .

[31]  Laurent Kaiser,et al.  Influenza virus neuraminidase inhibitors , 2000, The Lancet.

[32]  Alan S. Perelson,et al.  Quantifying the Early Immune Response and Adaptive Immune Response Kinetics in Mice Infected with Influenza A Virus , 2010, Journal of Virology.

[33]  Benjamin J Cowling,et al.  Comparative epidemiology of pandemic and seasonal influenza A in households. , 2010, The New England journal of medicine.

[34]  Laetitia Canini,et al.  Population Modeling of Influenza A/H1N1 Virus Kinetics and Symptom Dynamics , 2010, Journal of Virology.

[35]  F. Hayden,et al.  Perspectives on antiviral use during pandemic influenza. , 2001, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[36]  H. C. Cousland Learning by objectives. , 1972, Radiography.

[37]  Yoshihiro Kawaoka,et al.  oseltamivir: descriptive study , 2022 .

[38]  M. Ison,et al.  Optimum timing of oseltamivir: lessons from Bangladesh. , 2014, The Lancet. Infectious diseases.

[39]  Phillip Andrew Reece,et al.  Neuraminidase inhibitor resistance in influenza viruses , 2007, Journal of medical virology.

[40]  Alan S. Perelson,et al.  Stochastic Theory of Early Viral Infection: Continuous versus Burst Production of Virions , 2011, PLoS Comput. Biol..

[41]  F. Hayden,et al.  Selection of influenza virus mutants in experimentally infected volunteers treated with oseltamivir. , 2001, The Journal of infectious diseases.

[42]  Gilles Clermont,et al.  A Dynamical Model of Human Immune Response to Influenza a Virus Infection , 2006 .

[43]  Sebastian Maurer-Stroh,et al.  Antigenic Drift of the Pandemic 2009 A(H1N1) Influenza Virus in a Ferret Model , 2013, PLoS pathogens.

[44]  Peter Doshi,et al.  Neuraminidase inhibitors for preventing and treating influenza in healthy adults , 2010 .

[45]  Yacine Abed,et al.  Chantal Mice and in Ferrets , in In Vitro Influenza A ( H 1 N 1 ) pdm 09 Virus of the H 275 Y Oseltamivir-Resistant Neuraminidase Mutations on Viral Fitness Impact of Potential Permissive , 2014 .

[46]  P. Ward,et al.  Pharmacokinetics of anti-influenza prodrug oseltamivir in children aged 1–5 years , 2003, European Journal of Clinical Pharmacology.

[47]  Catherine Macken,et al.  Detection of Influenza Viruses Resistant to Neuraminidase Inhibitors in Global Surveillance during the First 3 Years of Their Use , 2006, Antimicrobial Agents and Chemotherapy.

[48]  Larisa V. Gubareva,et al.  Surveillance for Neuraminidase Inhibitor Resistance among Human Influenza A and B Viruses Circulating Worldwide from 2004 to 2008 , 2008, Antimicrobial Agents and Chemotherapy.

[49]  F Y Aoki,et al.  Early administration of oral oseltamivir increases the benefits of influenza treatment. , 2003, The Journal of antimicrobial chemotherapy.

[50]  Alicia M Fry,et al.  Efficacy of oseltamivir treatment started within 5 days of symptom onset to reduce influenza illness duration and virus shedding in an urban setting in Bangladesh: a randomised placebo-controlled trial. , 2014, The Lancet. Infectious diseases.

[51]  Robert Schechter,et al.  Treatment with neuraminidase inhibitors for critically ill patients with influenza A (H1N1)pdm09. , 2012, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[52]  John J. Treanor,et al.  Efficacy and Safety of the Oral Neuraminidase Inhibitor Oseltamivir in Treating Acute Influenza , 2000 .

[53]  Wilhelm Huisinga,et al.  ADAPTIVE SIMULATION OF HYBRID STOCHASTIC AND DETERMINISTIC MODELS FOR BIOCHEMICAL SYSTEMS , 2005 .

[54]  P. Ward,et al.  Efficacy and safety of the oral neuraminidase inhibitor oseltamivir in treating acute influenza: a randomized controlled trial. US Oral Neuraminidase Study Group. , 2000, JAMA.