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A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans

Population-wide vaccination is the most promising long-term COVID-19 disease management strategy. However, the protection offered by the currently available COVID-19 vaccines wanes over time, requiring boosters to be periodically given, which represents an unattainable challenge, especially if it is...

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Autores principales: González-Sánchez, Óscar A., González-Ortiz, Luis J., Sánchez-Peña, M. Judith, Gutiérrez-Pulido, Humberto, Cervantes, Oscar, Márquez-Sandoval, Fabiola, Hernández-Bello, Jorge, Casillas, Norberto, Muñoz-Valle, José Francisco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142991/
https://www.ncbi.nlm.nih.gov/pubmed/37112631
http://dx.doi.org/10.3390/vaccines11040719
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author González-Sánchez, Óscar A.
González-Ortiz, Luis J.
Sánchez-Peña, M. Judith
Gutiérrez-Pulido, Humberto
Cervantes, Oscar
Márquez-Sandoval, Fabiola
Hernández-Bello, Jorge
Casillas, Norberto
Muñoz-Valle, José Francisco
author_facet González-Sánchez, Óscar A.
González-Ortiz, Luis J.
Sánchez-Peña, M. Judith
Gutiérrez-Pulido, Humberto
Cervantes, Oscar
Márquez-Sandoval, Fabiola
Hernández-Bello, Jorge
Casillas, Norberto
Muñoz-Valle, José Francisco
author_sort González-Sánchez, Óscar A.
collection PubMed
description Population-wide vaccination is the most promising long-term COVID-19 disease management strategy. However, the protection offered by the currently available COVID-19 vaccines wanes over time, requiring boosters to be periodically given, which represents an unattainable challenge, especially if it is necessary to apply several doses per year. Therefore, it is essential to design strategies that contribute to maximizing the control of the pandemic with the available vaccines. Achieving this objective requires knowing, as precisely and accurately as possible, the changes in vaccine effectiveness over time in each population group, considering the eventual dependence on age, sex, etc. Thus, the present work proposes a novel approach to calculating realistic effectiveness profiles against symptomatic disease. In addition, this strategy can be adapted to estimate realistic effectiveness profiles against hospitalizations or deaths. All such time-dependent profiles allow the design of improved vaccination schedules, where each dose can be administrated to the population groups so that the fulfillment of the containment objectives is maximized. As a practical example for this analysis, vaccination against COVID-19 in Mexico was considered. However, this methodology can be applied to other countries’ data or to characterize future vaccines with time-dependent effectiveness values. Since this strategy uses aggregated observational data collected from massive databases, assumptions about the data validity and the course of the studied epidemic could eventually be necessary.
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spelling pubmed-101429912023-04-29 A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans González-Sánchez, Óscar A. González-Ortiz, Luis J. Sánchez-Peña, M. Judith Gutiérrez-Pulido, Humberto Cervantes, Oscar Márquez-Sandoval, Fabiola Hernández-Bello, Jorge Casillas, Norberto Muñoz-Valle, José Francisco Vaccines (Basel) Article Population-wide vaccination is the most promising long-term COVID-19 disease management strategy. However, the protection offered by the currently available COVID-19 vaccines wanes over time, requiring boosters to be periodically given, which represents an unattainable challenge, especially if it is necessary to apply several doses per year. Therefore, it is essential to design strategies that contribute to maximizing the control of the pandemic with the available vaccines. Achieving this objective requires knowing, as precisely and accurately as possible, the changes in vaccine effectiveness over time in each population group, considering the eventual dependence on age, sex, etc. Thus, the present work proposes a novel approach to calculating realistic effectiveness profiles against symptomatic disease. In addition, this strategy can be adapted to estimate realistic effectiveness profiles against hospitalizations or deaths. All such time-dependent profiles allow the design of improved vaccination schedules, where each dose can be administrated to the population groups so that the fulfillment of the containment objectives is maximized. As a practical example for this analysis, vaccination against COVID-19 in Mexico was considered. However, this methodology can be applied to other countries’ data or to characterize future vaccines with time-dependent effectiveness values. Since this strategy uses aggregated observational data collected from massive databases, assumptions about the data validity and the course of the studied epidemic could eventually be necessary. MDPI 2023-03-23 /pmc/articles/PMC10142991/ /pubmed/37112631 http://dx.doi.org/10.3390/vaccines11040719 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
González-Sánchez, Óscar A.
González-Ortiz, Luis J.
Sánchez-Peña, M. Judith
Gutiérrez-Pulido, Humberto
Cervantes, Oscar
Márquez-Sandoval, Fabiola
Hernández-Bello, Jorge
Casillas, Norberto
Muñoz-Valle, José Francisco
A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans
title A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans
title_full A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans
title_fullStr A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans
title_full_unstemmed A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans
title_short A Novel Approach to Obtain Vaccine Effectiveness Continuous Profiles. Example Case: COVID-19 in Elderly Mexicans
title_sort novel approach to obtain vaccine effectiveness continuous profiles. example case: covid-19 in elderly mexicans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142991/
https://www.ncbi.nlm.nih.gov/pubmed/37112631
http://dx.doi.org/10.3390/vaccines11040719
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