4.7 Article

Oseltamivir PK/PD Modeling and Simulation to Evaluate Treatment Strategies against Influenza-Pneumococcus Coinfection

Journal

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fcimb.2016.00060

Keywords

viral infection; S. pneumoniae coinfection; Oseltamivir treatment; PK/PD model; microbial resistance; population modeling; viral dynamic model

Funding

  1. iMed - the Helmholtz Initiative on Personalized Medicine and DAAD Germany through the program PROALMEX funding the project OPTREAT
  2. Department of Systems immunology (HZI)
  3. Measures for the Establishment of Systems Medicine (e:Med) projects in Systems Immunology and Image Mining in Translational Rio-marker Research (SYSIMIT) [0IZX1308B]
  4. Federal Ministry of Education and Research (BMBF), Germany [01ZX1310C]
  5. Human Frontier Science Program (HFSP) [RGP0033/2015]
  6. German Research Foundation (DEG) [SEB854]
  7. International Research Training Group - German Research Foundation (DIG) [1273, IRTG1273]

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Influenza pandemics and seasonal outbreaks have shown the potential of Influenza A virus (IAV) to enhance susceptibility to a secondary infection with the bacterial pathogen Streptococcus pneurnoniae (Sp). The high morbidity and mortality rate revealed the poor efficacy of antiviral drugs and vaccines to fight IAV infections. Currently, the most effective treatment for IAV is by antiviral neuraminidase inhibitors. Among them, the most frequently stockpiled is Oseltamivir which reduces viral release and transmission. However, effectiveness of Oseltamivir is compromised by the emergence of resistant IAV strains and secondary bacterial infections. To date, little attention has been given to evaluate how Oseltamivir treatment strategies alter Influenza viral infection in presence of Sp coinfection and a resistant IAV strain emergence. In this paper we investigate the efficacy of current approved Oseltamivir treatment regimens using a computational approach. Our numerical results suggest that the curative regimen (75 mg) may yield 47% of antiviral efficacy and 9% of antibacterial efficacy. An increment in dose to 150 mg (pandemic regimen) may increase the antiviral efficacy to 49% and the antibacterial efficacy to 16%. The choice to decrease the intake frequency to once per day is not recommended due to a significant reduction in both antiviral and antibacterial efficacy. We also observe that the treatment duration of 10 days may not provide a clear improvement on the antiviral and antibacterial efficacy compared to 5 days. All together, our in silico study reveals the success and pitfalls of Oseltamivir treatment strategies within IAV-Sp coinfection and calls for testing the validity in clinical trials.

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