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Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics

Although the global response to COVID-19 has not been entirely unified, the opportunity arises to assess the impact of regional public health interventions and to classify strategies according to their outcome. Analysis of genetic sequence data gathered over the course of the pandemic allows us to l...

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Autores principales: Magalis, Brittany Rife, Ramirez-Mata, Andrea, Zhukova, Anna, Mavian, Carla, Marini, Simone, Lemoine, Frederic, Prosperi, Mattia, Gascuel, Olivier, Salemi, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654859/
https://www.ncbi.nlm.nih.gov/pubmed/33173870
http://dx.doi.org/10.1101/2020.11.06.370999
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author Magalis, Brittany Rife
Ramirez-Mata, Andrea
Zhukova, Anna
Mavian, Carla
Marini, Simone
Lemoine, Frederic
Prosperi, Mattia
Gascuel, Olivier
Salemi, Marco
author_facet Magalis, Brittany Rife
Ramirez-Mata, Andrea
Zhukova, Anna
Mavian, Carla
Marini, Simone
Lemoine, Frederic
Prosperi, Mattia
Gascuel, Olivier
Salemi, Marco
author_sort Magalis, Brittany Rife
collection PubMed
description Although the global response to COVID-19 has not been entirely unified, the opportunity arises to assess the impact of regional public health interventions and to classify strategies according to their outcome. Analysis of genetic sequence data gathered over the course of the pandemic allows us to link the dynamics associated with networks of connected individuals with specific interventions. In this study, clusters of transmission were inferred from a phylogenetic tree representing the relationships of patient sequences sampled from December 30, 2019 to April 17, 2020. Metadata comprising sampling time and location were used to define the global behavior of transmission over this earlier sampling period, but also the involvement of individual regions in transmission cluster dynamics. Results demonstrate a positive impact of international travel restrictions and nationwide lockdowns on global cluster dynamics. However, residual, localized clusters displayed a wide range of estimated initial secondary infection rates, for which uniform public health interventions are unlikely to have sustainable effects. Our findings highlight the presence of so-called “super-spreaders”, with the propensity to infect a larger-than-average number of people, in countries, such as the USA, for which additional mitigation efforts targeting events surrounding this type of spread are urgently needed to curb further dissemination of SARS-CoV-2.
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spelling pubmed-76548592020-11-11 Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics Magalis, Brittany Rife Ramirez-Mata, Andrea Zhukova, Anna Mavian, Carla Marini, Simone Lemoine, Frederic Prosperi, Mattia Gascuel, Olivier Salemi, Marco bioRxiv Article Although the global response to COVID-19 has not been entirely unified, the opportunity arises to assess the impact of regional public health interventions and to classify strategies according to their outcome. Analysis of genetic sequence data gathered over the course of the pandemic allows us to link the dynamics associated with networks of connected individuals with specific interventions. In this study, clusters of transmission were inferred from a phylogenetic tree representing the relationships of patient sequences sampled from December 30, 2019 to April 17, 2020. Metadata comprising sampling time and location were used to define the global behavior of transmission over this earlier sampling period, but also the involvement of individual regions in transmission cluster dynamics. Results demonstrate a positive impact of international travel restrictions and nationwide lockdowns on global cluster dynamics. However, residual, localized clusters displayed a wide range of estimated initial secondary infection rates, for which uniform public health interventions are unlikely to have sustainable effects. Our findings highlight the presence of so-called “super-spreaders”, with the propensity to infect a larger-than-average number of people, in countries, such as the USA, for which additional mitigation efforts targeting events surrounding this type of spread are urgently needed to curb further dissemination of SARS-CoV-2. Cold Spring Harbor Laboratory 2020-11-06 /pmc/articles/PMC7654859/ /pubmed/33173870 http://dx.doi.org/10.1101/2020.11.06.370999 Text en http://creativecommons.org/licenses/by/4.0/It is made available under a CC-BY 4.0 International license (http://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Magalis, Brittany Rife
Ramirez-Mata, Andrea
Zhukova, Anna
Mavian, Carla
Marini, Simone
Lemoine, Frederic
Prosperi, Mattia
Gascuel, Olivier
Salemi, Marco
Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics
title Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics
title_full Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics
title_fullStr Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics
title_full_unstemmed Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics
title_short Differing impacts of global and regional responses on SARS-CoV-2 transmission cluster dynamics
title_sort differing impacts of global and regional responses on sars-cov-2 transmission cluster dynamics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654859/
https://www.ncbi.nlm.nih.gov/pubmed/33173870
http://dx.doi.org/10.1101/2020.11.06.370999
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