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Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models

South Korea has learned a valuable lesson from the Middle East respiratory syndrome (MERS) coronavirus outbreak in 2015. The 2015 MERS-CoV outbreak in Korea was the largest outbreak outside the Middle Eastern countries and was characterized as a nosocomial infection and a superspreading event. To as...

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Autores principales: Choe, Seoyun, Kim, Hee-Sung, Lee, Sunmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7504499/
https://www.ncbi.nlm.nih.gov/pubmed/32846960
http://dx.doi.org/10.3390/ijerph17176137
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author Choe, Seoyun
Kim, Hee-Sung
Lee, Sunmi
author_facet Choe, Seoyun
Kim, Hee-Sung
Lee, Sunmi
author_sort Choe, Seoyun
collection PubMed
description South Korea has learned a valuable lesson from the Middle East respiratory syndrome (MERS) coronavirus outbreak in 2015. The 2015 MERS-CoV outbreak in Korea was the largest outbreak outside the Middle Eastern countries and was characterized as a nosocomial infection and a superspreading event. To assess the characteristics of a super spreading event, we specifically analyze the behaviors and epidemiological features of superspreaders. Furthermore, we employ a branching process model to understand a significantly high level of heterogeneity in generating secondary cases. The existing model of the branching process (Lloyd-Smith model) is used to incorporate individual heterogeneity into the model, and the key epidemiological components (the reproduction number and the dispersive parameter) are estimated through the empirical transmission tree of the MERS-CoV data. We also investigate the impact of control intervention strategies on the MERS-CoV dynamics of the Lloyd-Smith model. Our results highlight the roles of superspreaders in a high level of heterogeneity. This indicates that the conditions within hospitals as well as multiple hospital visits were the crucial factors for superspreading events of the 2015 MERS-CoV outbreak.
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spelling pubmed-75044992020-09-24 Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models Choe, Seoyun Kim, Hee-Sung Lee, Sunmi Int J Environ Res Public Health Article South Korea has learned a valuable lesson from the Middle East respiratory syndrome (MERS) coronavirus outbreak in 2015. The 2015 MERS-CoV outbreak in Korea was the largest outbreak outside the Middle Eastern countries and was characterized as a nosocomial infection and a superspreading event. To assess the characteristics of a super spreading event, we specifically analyze the behaviors and epidemiological features of superspreaders. Furthermore, we employ a branching process model to understand a significantly high level of heterogeneity in generating secondary cases. The existing model of the branching process (Lloyd-Smith model) is used to incorporate individual heterogeneity into the model, and the key epidemiological components (the reproduction number and the dispersive parameter) are estimated through the empirical transmission tree of the MERS-CoV data. We also investigate the impact of control intervention strategies on the MERS-CoV dynamics of the Lloyd-Smith model. Our results highlight the roles of superspreaders in a high level of heterogeneity. This indicates that the conditions within hospitals as well as multiple hospital visits were the crucial factors for superspreading events of the 2015 MERS-CoV outbreak. MDPI 2020-08-24 2020-09 /pmc/articles/PMC7504499/ /pubmed/32846960 http://dx.doi.org/10.3390/ijerph17176137 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Choe, Seoyun
Kim, Hee-Sung
Lee, Sunmi
Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models
title Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models
title_full Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models
title_fullStr Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models
title_full_unstemmed Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models
title_short Exploration of Superspreading Events in 2015 MERS-CoV Outbreak in Korea by Branching Process Models
title_sort exploration of superspreading events in 2015 mers-cov outbreak in korea by branching process models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7504499/
https://www.ncbi.nlm.nih.gov/pubmed/32846960
http://dx.doi.org/10.3390/ijerph17176137
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