Cargando…
The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach
November 2020 received a string of encouraging results from leading vaccine developers raising hopes for the imminent availability of an effective and safe vaccine against the SARS-CoV-2. In the present work, we discuss the theoretical impact of introducing a vaccine across a range of scenarios. In...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8170206/ https://www.ncbi.nlm.nih.gov/pubmed/34109037 http://dx.doi.org/10.1098/rsos.202240 |
_version_ | 1783702190232174592 |
---|---|
author | Saldaña, Fernando Velasco-Hernández, Jorge X. |
author_facet | Saldaña, Fernando Velasco-Hernández, Jorge X. |
author_sort | Saldaña, Fernando |
collection | PubMed |
description | November 2020 received a string of encouraging results from leading vaccine developers raising hopes for the imminent availability of an effective and safe vaccine against the SARS-CoV-2. In the present work, we discuss the theoretical impact of introducing a vaccine across a range of scenarios. In particular, we investigate how vaccination coverage, efficacy and delivery time affect the control of the transmission dynamics in comparison to mobility restrictions. The analysis is based on a metapopulation epidemic model structured by risk. We perform a global sensitivity analysis using the Sobol method. Our analysis suggest that the reduction of mobility among patches plays a significant role in the mitigation of the disease close to the effect of immunization coverage of 30% achieved in four months. Moreover, for an immunization coverage between 20% and 50% achieved in the first half of 2021 with a vaccine efficacy between 70% and 95%, the percentage reduction in the total number of SARS-CoV-2 infections is between 30% and 50% by the end of 2021 in comparison with the no vaccination scenario. |
format | Online Article Text |
id | pubmed-8170206 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-81702062021-06-08 The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach Saldaña, Fernando Velasco-Hernández, Jorge X. R Soc Open Sci Mathematics November 2020 received a string of encouraging results from leading vaccine developers raising hopes for the imminent availability of an effective and safe vaccine against the SARS-CoV-2. In the present work, we discuss the theoretical impact of introducing a vaccine across a range of scenarios. In particular, we investigate how vaccination coverage, efficacy and delivery time affect the control of the transmission dynamics in comparison to mobility restrictions. The analysis is based on a metapopulation epidemic model structured by risk. We perform a global sensitivity analysis using the Sobol method. Our analysis suggest that the reduction of mobility among patches plays a significant role in the mitigation of the disease close to the effect of immunization coverage of 30% achieved in four months. Moreover, for an immunization coverage between 20% and 50% achieved in the first half of 2021 with a vaccine efficacy between 70% and 95%, the percentage reduction in the total number of SARS-CoV-2 infections is between 30% and 50% by the end of 2021 in comparison with the no vaccination scenario. The Royal Society 2021-06-02 /pmc/articles/PMC8170206/ /pubmed/34109037 http://dx.doi.org/10.1098/rsos.202240 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Mathematics Saldaña, Fernando Velasco-Hernández, Jorge X. The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach |
title | The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach |
title_full | The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach |
title_fullStr | The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach |
title_full_unstemmed | The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach |
title_short | The trade-off between mobility and vaccination for COVID-19 control: a metapopulation modelling approach |
title_sort | trade-off between mobility and vaccination for covid-19 control: a metapopulation modelling approach |
topic | Mathematics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8170206/ https://www.ncbi.nlm.nih.gov/pubmed/34109037 http://dx.doi.org/10.1098/rsos.202240 |
work_keys_str_mv | AT saldanafernando thetradeoffbetweenmobilityandvaccinationforcovid19controlametapopulationmodellingapproach AT velascohernandezjorgex thetradeoffbetweenmobilityandvaccinationforcovid19controlametapopulationmodellingapproach AT saldanafernando tradeoffbetweenmobilityandvaccinationforcovid19controlametapopulationmodellingapproach AT velascohernandezjorgex tradeoffbetweenmobilityandvaccinationforcovid19controlametapopulationmodellingapproach |