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Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination

Reaching population immunity against COVID‐19 is proving difficult even in countries with high vaccination levels. Thus, it is critical to identify limits of control and effective measures against future outbreaks. The effects of nonpharmaceutical interventions (NPIs) and vaccination strategies are...

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Autores principales: Goldenbogen, Björn, Adler, Stephan O., Bodeit, Oliver, Wodke, Judith A. H., Escalera‐Fanjul, Ximena, Korman, Aviv, Krantz, Maria, Bonn, Lasse, Morán‐Torres, Rafael, Haffner, Johanna E. L., Karnetzki, Maxim, Maintz, Ivo, Mallis, Lisa, Prawitz, Hannah, Segelitz, Patrick S., Seeger, Martin, Linding, Rune, Klipp, Edda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9348421/
https://www.ncbi.nlm.nih.gov/pubmed/35607290
http://dx.doi.org/10.1002/advs.202200088
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author Goldenbogen, Björn
Adler, Stephan O.
Bodeit, Oliver
Wodke, Judith A. H.
Escalera‐Fanjul, Ximena
Korman, Aviv
Krantz, Maria
Bonn, Lasse
Morán‐Torres, Rafael
Haffner, Johanna E. L.
Karnetzki, Maxim
Maintz, Ivo
Mallis, Lisa
Prawitz, Hannah
Segelitz, Patrick S.
Seeger, Martin
Linding, Rune
Klipp, Edda
author_facet Goldenbogen, Björn
Adler, Stephan O.
Bodeit, Oliver
Wodke, Judith A. H.
Escalera‐Fanjul, Ximena
Korman, Aviv
Krantz, Maria
Bonn, Lasse
Morán‐Torres, Rafael
Haffner, Johanna E. L.
Karnetzki, Maxim
Maintz, Ivo
Mallis, Lisa
Prawitz, Hannah
Segelitz, Patrick S.
Seeger, Martin
Linding, Rune
Klipp, Edda
author_sort Goldenbogen, Björn
collection PubMed
description Reaching population immunity against COVID‐19 is proving difficult even in countries with high vaccination levels. Thus, it is critical to identify limits of control and effective measures against future outbreaks. The effects of nonpharmaceutical interventions (NPIs) and vaccination strategies are analyzed with a detailed community‐specific agent‐based model (ABM). The authors demonstrate that the threshold for population immunity is not a unique number, but depends on the vaccination strategy. Prioritizing highly interactive people diminishes the risk for an infection wave, while prioritizing the elderly minimizes fatalities when vaccinations are low. Control over COVID‐19 outbreaks requires adaptive combination of NPIs and targeted vaccination, exemplified for Germany for January–September 2021. Bimodality emerges from the heterogeneity and stochasticity of community‐specific human–human interactions and infection networks, which can render the effects of limited NPIs uncertain. The authors' simulation platform can process and analyze dynamic COVID‐19 epidemiological situations in diverse communities worldwide to predict pathways to population immunity even with limited vaccination.
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spelling pubmed-93484212022-08-04 Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination Goldenbogen, Björn Adler, Stephan O. Bodeit, Oliver Wodke, Judith A. H. Escalera‐Fanjul, Ximena Korman, Aviv Krantz, Maria Bonn, Lasse Morán‐Torres, Rafael Haffner, Johanna E. L. Karnetzki, Maxim Maintz, Ivo Mallis, Lisa Prawitz, Hannah Segelitz, Patrick S. Seeger, Martin Linding, Rune Klipp, Edda Adv Sci (Weinh) Research Articles Reaching population immunity against COVID‐19 is proving difficult even in countries with high vaccination levels. Thus, it is critical to identify limits of control and effective measures against future outbreaks. The effects of nonpharmaceutical interventions (NPIs) and vaccination strategies are analyzed with a detailed community‐specific agent‐based model (ABM). The authors demonstrate that the threshold for population immunity is not a unique number, but depends on the vaccination strategy. Prioritizing highly interactive people diminishes the risk for an infection wave, while prioritizing the elderly minimizes fatalities when vaccinations are low. Control over COVID‐19 outbreaks requires adaptive combination of NPIs and targeted vaccination, exemplified for Germany for January–September 2021. Bimodality emerges from the heterogeneity and stochasticity of community‐specific human–human interactions and infection networks, which can render the effects of limited NPIs uncertain. The authors' simulation platform can process and analyze dynamic COVID‐19 epidemiological situations in diverse communities worldwide to predict pathways to population immunity even with limited vaccination. John Wiley and Sons Inc. 2022-05-23 /pmc/articles/PMC9348421/ /pubmed/35607290 http://dx.doi.org/10.1002/advs.202200088 Text en © 2022 The Authors. Advanced Science published by Wiley‐VCH GmbH https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Goldenbogen, Björn
Adler, Stephan O.
Bodeit, Oliver
Wodke, Judith A. H.
Escalera‐Fanjul, Ximena
Korman, Aviv
Krantz, Maria
Bonn, Lasse
Morán‐Torres, Rafael
Haffner, Johanna E. L.
Karnetzki, Maxim
Maintz, Ivo
Mallis, Lisa
Prawitz, Hannah
Segelitz, Patrick S.
Seeger, Martin
Linding, Rune
Klipp, Edda
Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination
title Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination
title_full Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination
title_fullStr Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination
title_full_unstemmed Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination
title_short Control of COVID‐19 Outbreaks under Stochastic Community Dynamics, Bimodality, or Limited Vaccination
title_sort control of covid‐19 outbreaks under stochastic community dynamics, bimodality, or limited vaccination
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9348421/
https://www.ncbi.nlm.nih.gov/pubmed/35607290
http://dx.doi.org/10.1002/advs.202200088
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