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Effective immunity and second waves: a dynamic causal modelling study

This technical report addresses a pressing issue in the trajectory of the coronavirus outbreak; namely, the rate at which effective immunity is lost following the first wave of the pandemic. This is a crucial epidemiological parameter that speaks to both the consequences of relaxing lockdown and the...

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Autores principales: Friston, Karl J., Parr, Thomas, Zeidman, Peter, Razi, Adeel, Flandin, Guillaume, Daunizeau, Jean, Hulme, Oliver J., Billig, Alexander J., Litvak, Vladimir, Price, Cathy J., Moran, Rosalyn J., Costello, Anthony, Pillay, Deenan, Lambert, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7549178/
https://www.ncbi.nlm.nih.gov/pubmed/33088924
http://dx.doi.org/10.12688/wellcomeopenres.16253.2
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author Friston, Karl J.
Parr, Thomas
Zeidman, Peter
Razi, Adeel
Flandin, Guillaume
Daunizeau, Jean
Hulme, Oliver J.
Billig, Alexander J.
Litvak, Vladimir
Price, Cathy J.
Moran, Rosalyn J.
Costello, Anthony
Pillay, Deenan
Lambert, Christian
author_facet Friston, Karl J.
Parr, Thomas
Zeidman, Peter
Razi, Adeel
Flandin, Guillaume
Daunizeau, Jean
Hulme, Oliver J.
Billig, Alexander J.
Litvak, Vladimir
Price, Cathy J.
Moran, Rosalyn J.
Costello, Anthony
Pillay, Deenan
Lambert, Christian
author_sort Friston, Karl J.
collection PubMed
description This technical report addresses a pressing issue in the trajectory of the coronavirus outbreak; namely, the rate at which effective immunity is lost following the first wave of the pandemic. This is a crucial epidemiological parameter that speaks to both the consequences of relaxing lockdown and the propensity for a second wave of infections. Using a dynamic causal model of reported cases and deaths from multiple countries, we evaluated the evidence models of progressively longer periods of immunity. The results speak to an effective population immunity of about three months that, under the model, defers any second wave for approximately six months in most countries. This may have implications for the window of opportunity for tracking and tracing, as well as for developing vaccination programmes, and other therapeutic interventions.
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spelling pubmed-75491782020-10-20 Effective immunity and second waves: a dynamic causal modelling study Friston, Karl J. Parr, Thomas Zeidman, Peter Razi, Adeel Flandin, Guillaume Daunizeau, Jean Hulme, Oliver J. Billig, Alexander J. Litvak, Vladimir Price, Cathy J. Moran, Rosalyn J. Costello, Anthony Pillay, Deenan Lambert, Christian Wellcome Open Res Method Article This technical report addresses a pressing issue in the trajectory of the coronavirus outbreak; namely, the rate at which effective immunity is lost following the first wave of the pandemic. This is a crucial epidemiological parameter that speaks to both the consequences of relaxing lockdown and the propensity for a second wave of infections. Using a dynamic causal model of reported cases and deaths from multiple countries, we evaluated the evidence models of progressively longer periods of immunity. The results speak to an effective population immunity of about three months that, under the model, defers any second wave for approximately six months in most countries. This may have implications for the window of opportunity for tracking and tracing, as well as for developing vaccination programmes, and other therapeutic interventions. F1000 Research Limited 2020-09-30 /pmc/articles/PMC7549178/ /pubmed/33088924 http://dx.doi.org/10.12688/wellcomeopenres.16253.2 Text en Copyright: © 2020 Friston KJ et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Method Article
Friston, Karl J.
Parr, Thomas
Zeidman, Peter
Razi, Adeel
Flandin, Guillaume
Daunizeau, Jean
Hulme, Oliver J.
Billig, Alexander J.
Litvak, Vladimir
Price, Cathy J.
Moran, Rosalyn J.
Costello, Anthony
Pillay, Deenan
Lambert, Christian
Effective immunity and second waves: a dynamic causal modelling study
title Effective immunity and second waves: a dynamic causal modelling study
title_full Effective immunity and second waves: a dynamic causal modelling study
title_fullStr Effective immunity and second waves: a dynamic causal modelling study
title_full_unstemmed Effective immunity and second waves: a dynamic causal modelling study
title_short Effective immunity and second waves: a dynamic causal modelling study
title_sort effective immunity and second waves: a dynamic causal modelling study
topic Method Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7549178/
https://www.ncbi.nlm.nih.gov/pubmed/33088924
http://dx.doi.org/10.12688/wellcomeopenres.16253.2
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