Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.

Repurposed drugs that are safe and immediately available constitute a first line of defense against new viral infections. Despite limited antiviral activity against SARS-CoV-2, several drugs are being tested as medication or as prophylaxis to prevent infection. Using a stochastic model of early phas...

Full description

Bibliographic Details
Main Authors: Peter Czuppon, Florence Débarre, Antonio Gonçalves, Olivier Tenaillon, Alan S Perelson, Jérémie Guedj, François Blanquart
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-03-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1008752
id doaj-50b40dd9227d45e4be233cd55c023ced
record_format Article
spelling doaj-50b40dd9227d45e4be233cd55c023ced2021-04-23T04:30:59ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582021-03-01173e100875210.1371/journal.pcbi.1008752Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.Peter CzupponFlorence DébarreAntonio GonçalvesOlivier TenaillonAlan S PerelsonJérémie GuedjFrançois BlanquartRepurposed drugs that are safe and immediately available constitute a first line of defense against new viral infections. Despite limited antiviral activity against SARS-CoV-2, several drugs are being tested as medication or as prophylaxis to prevent infection. Using a stochastic model of early phase infection, we evaluate the success of prophylactic treatment with different drug types to prevent viral infection. We find that there exists a critical efficacy that a treatment must reach in order to block viral establishment. Treatment by a combination of drugs reduces the critical efficacy, most effectively by the combination of a drug blocking viral entry into cells and a drug increasing viral clearance. Below the critical efficacy, the risk of infection can nonetheless be reduced. Drugs blocking viral entry into cells or enhancing viral clearance reduce the risk of infection more than drugs that reduce viral production in infected cells. The larger the initial inoculum of infectious virus, the less likely is prevention of an infection. In our model, we find that as long as the viral inoculum is smaller than 10 infectious virus particles, viral infection can be prevented almost certainly with drugs of 90% efficacy (or more). Even when a viral infection cannot be prevented, antivirals delay the time to detectable viral loads. The largest delay of viral infection is achieved by drugs reducing viral production in infected cells. A delay of virus infection flattens the within-host viral dynamic curve, possibly reducing transmission and symptom severity. Thus, antiviral prophylaxis, even with reduced efficacy, could be efficiently used to prevent or alleviate infection in people at high risk.https://doi.org/10.1371/journal.pcbi.1008752
collection DOAJ
language English
format Article
sources DOAJ
author Peter Czuppon
Florence Débarre
Antonio Gonçalves
Olivier Tenaillon
Alan S Perelson
Jérémie Guedj
François Blanquart
spellingShingle Peter Czuppon
Florence Débarre
Antonio Gonçalves
Olivier Tenaillon
Alan S Perelson
Jérémie Guedj
François Blanquart
Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.
PLoS Computational Biology
author_facet Peter Czuppon
Florence Débarre
Antonio Gonçalves
Olivier Tenaillon
Alan S Perelson
Jérémie Guedj
François Blanquart
author_sort Peter Czuppon
title Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.
title_short Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.
title_full Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.
title_fullStr Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.
title_full_unstemmed Success of prophylactic antiviral therapy for SARS-CoV-2: Predicted critical efficacies and impact of different drug-specific mechanisms of action.
title_sort success of prophylactic antiviral therapy for sars-cov-2: predicted critical efficacies and impact of different drug-specific mechanisms of action.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2021-03-01
description Repurposed drugs that are safe and immediately available constitute a first line of defense against new viral infections. Despite limited antiviral activity against SARS-CoV-2, several drugs are being tested as medication or as prophylaxis to prevent infection. Using a stochastic model of early phase infection, we evaluate the success of prophylactic treatment with different drug types to prevent viral infection. We find that there exists a critical efficacy that a treatment must reach in order to block viral establishment. Treatment by a combination of drugs reduces the critical efficacy, most effectively by the combination of a drug blocking viral entry into cells and a drug increasing viral clearance. Below the critical efficacy, the risk of infection can nonetheless be reduced. Drugs blocking viral entry into cells or enhancing viral clearance reduce the risk of infection more than drugs that reduce viral production in infected cells. The larger the initial inoculum of infectious virus, the less likely is prevention of an infection. In our model, we find that as long as the viral inoculum is smaller than 10 infectious virus particles, viral infection can be prevented almost certainly with drugs of 90% efficacy (or more). Even when a viral infection cannot be prevented, antivirals delay the time to detectable viral loads. The largest delay of viral infection is achieved by drugs reducing viral production in infected cells. A delay of virus infection flattens the within-host viral dynamic curve, possibly reducing transmission and symptom severity. Thus, antiviral prophylaxis, even with reduced efficacy, could be efficiently used to prevent or alleviate infection in people at high risk.
url https://doi.org/10.1371/journal.pcbi.1008752
work_keys_str_mv AT peterczuppon successofprophylacticantiviraltherapyforsarscov2predictedcriticalefficaciesandimpactofdifferentdrugspecificmechanismsofaction
AT florencedebarre successofprophylacticantiviraltherapyforsarscov2predictedcriticalefficaciesandimpactofdifferentdrugspecificmechanismsofaction
AT antoniogoncalves successofprophylacticantiviraltherapyforsarscov2predictedcriticalefficaciesandimpactofdifferentdrugspecificmechanismsofaction
AT oliviertenaillon successofprophylacticantiviraltherapyforsarscov2predictedcriticalefficaciesandimpactofdifferentdrugspecificmechanismsofaction
AT alansperelson successofprophylacticantiviraltherapyforsarscov2predictedcriticalefficaciesandimpactofdifferentdrugspecificmechanismsofaction
AT jeremieguedj successofprophylacticantiviraltherapyforsarscov2predictedcriticalefficaciesandimpactofdifferentdrugspecificmechanismsofaction
AT francoisblanquart successofprophylacticantiviraltherapyforsarscov2predictedcriticalefficaciesandimpactofdifferentdrugspecificmechanismsofaction
_version_ 1714662201840631808