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Published on: January 20, 2017
Oseltamivir PK/PD Modeling and Simulation to Evaluate Treatment Strategies against Influenza-Pneumococcus Coinfection
Alessandro Boianelli1, Niharika Sharma-Chawla2, Dunja Bruder2
1Systems Medicine of Infectious Diseases, Department of Systems Immunology and Braunschweig Integrated Centre for Infection Research, Helmholtz Centre for Infection Research Braunschweig, Germany.
Abstract:
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 pneumoniae (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.
Insights
Oseltamivir treatment for Influenza A virus (IAV) and Streptococcus pneumoniae (Sp) coinfection shows varying efficacy. Higher doses improve outcomes, while reduced frequency is not recommended, highlighting the need for optimized IAV treatment strategies.
Area of Science:
- Virology
- Infectious Diseases
- Computational Biology
Background:
- Influenza A virus (IAV) coinfections with Streptococcus pneumoniae (Sp) increase morbidity and mortality.
- Oseltamivir is a primary antiviral for IAV, but resistance and secondary infections pose challenges.
- Limited research exists on Oseltamivir's efficacy in IAV-Sp coinfection with emergent resistance.
Purpose of the Study:
- To computationally evaluate current Oseltamivir treatment regimens for IAV-Sp coinfection.
- To assess the impact of dosage, frequency, and duration on treatment efficacy.
- To identify optimal Oseltamivir strategies against IAV and Sp coinfection.
Main Methods:
- Utilized a computational approach to model IAV-Sp coinfection dynamics.
- Simulated various Oseltamivir treatment regimens (dosage, frequency, duration).
- Quantified antiviral and antibacterial efficacy of different treatment strategies.
Main Results:
- The 75 mg curative regimen showed 47% antiviral and 9% antibacterial efficacy.
- Increasing to 150 mg (pandemic regimen) improved efficacy to 49% antiviral and 16% antibacterial.
- Decreasing Oseltamivir frequency or extending duration to 10 days did not significantly improve efficacy.
Conclusions:
- Oseltamivir dosage adjustments can enhance efficacy in IAV-Sp coinfection.
- Reduced Oseltamivir frequency is detrimental to both antiviral and antibacterial effects.
- Further clinical trials are necessary to validate these in silico findings for IAV treatment.
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