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Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study
BACKGROUND: Despite the development of safe and effective vaccines, effective treatments for COVID-19 disease are still urgently needed. Several antiviral drugs have shown to be effective in reducing progression of COVID-19 disease. METHODS: In the present work, we use an agent-based mathematical mo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9361252/ https://www.ncbi.nlm.nih.gov/pubmed/35945513 http://dx.doi.org/10.1186/s12879-022-07639-1 |
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author | Matrajt, Laura Brown, Elizabeth R. Cohen, Myron S. Dimitrov, Dobromir Janes, Holly |
author_facet | Matrajt, Laura Brown, Elizabeth R. Cohen, Myron S. Dimitrov, Dobromir Janes, Holly |
author_sort | Matrajt, Laura |
collection | PubMed |
description | BACKGROUND: Despite the development of safe and effective vaccines, effective treatments for COVID-19 disease are still urgently needed. Several antiviral drugs have shown to be effective in reducing progression of COVID-19 disease. METHODS: In the present work, we use an agent-based mathematical model to assess the potential population impact of the use of antiviral treatments in four countries with different demographic structure and current levels of vaccination coverage: Kenya, Mexico, United States (US) and Belgium. We analyzed antiviral effects on reducing hospitalization and death, and potential antiviral effects on reducing transmission. For each country, we varied daily treatment initiation rate (DTIR) and antiviral effect in reducing transmission (AVT). RESULTS: Irrespective of location and AVT, widespread antiviral treatment of symptomatic adult infections (20% DTIR) prevented the majority of COVID-19 deaths, and recruiting 6% of all adult symptomatic infections daily reduced mortality by over 20% in all countries. Furthermore, our model projected that targeting antiviral treatment to the oldest age group (65 years old and older, DTIR of 20%) can prevent over 30% of deaths. Our results suggest that early antiviral treatment (as soon as possible after inception of infection) is needed to mitigate transmission, preventing 50% more infections compared to late treatment (started 3 to 5 days after symptoms onset). Our results highlight the synergistic effect of vaccination and antiviral treatment: as the vaccination rate increases, antivirals have a larger relative impact on population transmission. Finally, our model projects that even in highly vaccinated populations, adding antiviral treatment can be extremely helpful to mitigate COVID-19 deaths. CONCLUSIONS: These results suggest that antiviral treatments can become a strategic tool that, in combination with vaccination, can significantly reduce COVID-19 hospitalizations and deaths and can help control SARS-CoV-2 transmission. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-022-07639-1. |
format | Online Article Text |
id | pubmed-9361252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93612522022-08-09 Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study Matrajt, Laura Brown, Elizabeth R. Cohen, Myron S. Dimitrov, Dobromir Janes, Holly BMC Infect Dis Research Article BACKGROUND: Despite the development of safe and effective vaccines, effective treatments for COVID-19 disease are still urgently needed. Several antiviral drugs have shown to be effective in reducing progression of COVID-19 disease. METHODS: In the present work, we use an agent-based mathematical model to assess the potential population impact of the use of antiviral treatments in four countries with different demographic structure and current levels of vaccination coverage: Kenya, Mexico, United States (US) and Belgium. We analyzed antiviral effects on reducing hospitalization and death, and potential antiviral effects on reducing transmission. For each country, we varied daily treatment initiation rate (DTIR) and antiviral effect in reducing transmission (AVT). RESULTS: Irrespective of location and AVT, widespread antiviral treatment of symptomatic adult infections (20% DTIR) prevented the majority of COVID-19 deaths, and recruiting 6% of all adult symptomatic infections daily reduced mortality by over 20% in all countries. Furthermore, our model projected that targeting antiviral treatment to the oldest age group (65 years old and older, DTIR of 20%) can prevent over 30% of deaths. Our results suggest that early antiviral treatment (as soon as possible after inception of infection) is needed to mitigate transmission, preventing 50% more infections compared to late treatment (started 3 to 5 days after symptoms onset). Our results highlight the synergistic effect of vaccination and antiviral treatment: as the vaccination rate increases, antivirals have a larger relative impact on population transmission. Finally, our model projects that even in highly vaccinated populations, adding antiviral treatment can be extremely helpful to mitigate COVID-19 deaths. CONCLUSIONS: These results suggest that antiviral treatments can become a strategic tool that, in combination with vaccination, can significantly reduce COVID-19 hospitalizations and deaths and can help control SARS-CoV-2 transmission. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-022-07639-1. BioMed Central 2022-08-09 /pmc/articles/PMC9361252/ /pubmed/35945513 http://dx.doi.org/10.1186/s12879-022-07639-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Matrajt, Laura Brown, Elizabeth R. Cohen, Myron S. Dimitrov, Dobromir Janes, Holly Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study |
title | Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study |
title_full | Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study |
title_fullStr | Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study |
title_full_unstemmed | Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study |
title_short | Could widespread use of antiviral treatment curb the COVID-19 pandemic? A modeling study |
title_sort | could widespread use of antiviral treatment curb the covid-19 pandemic? a modeling study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9361252/ https://www.ncbi.nlm.nih.gov/pubmed/35945513 http://dx.doi.org/10.1186/s12879-022-07639-1 |
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