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Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China

Although studies have compared the relative severity of Omicron and Delta variants by assessing the relative risks, there are still gaps in the knowledge of the potential COVID-19 burden these variations may cause. And the contact patterns in Fujian Province, China, have not been described. We ident...

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Autores principales: Guo, Yichao, Ye, Wenjing, Zhao, Zeyu, Guo, Xiaohao, Song, Wentao, Su, Yanhua, Zhao, Benhua, Ou, Jianming, Deng, Yanqin, Chen, Tianmu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: KeAi Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937998/
https://www.ncbi.nlm.nih.gov/pubmed/36846047
http://dx.doi.org/10.1016/j.idm.2023.02.002
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author Guo, Yichao
Ye, Wenjing
Zhao, Zeyu
Guo, Xiaohao
Song, Wentao
Su, Yanhua
Zhao, Benhua
Ou, Jianming
Deng, Yanqin
Chen, Tianmu
author_facet Guo, Yichao
Ye, Wenjing
Zhao, Zeyu
Guo, Xiaohao
Song, Wentao
Su, Yanhua
Zhao, Benhua
Ou, Jianming
Deng, Yanqin
Chen, Tianmu
author_sort Guo, Yichao
collection PubMed
description Although studies have compared the relative severity of Omicron and Delta variants by assessing the relative risks, there are still gaps in the knowledge of the potential COVID-19 burden these variations may cause. And the contact patterns in Fujian Province, China, have not been described. We identified 8969 transmission pairs in Fujian, China, by analyzing a contact-tracing database that recorded a SARS-CoV-2 outbreak in September 2021. We estimated the waning vaccine effectiveness against Delta variant infection, contact patterns, and epidemiology distributions, then simulated potential outbreaks of Delta and Omicron variants using a multi-group mathematical model. For instance, in the contact setting without stringent lockdowns, we estimated that in a potential Omicron wave, only 4.7% of infections would occur in Fujian Province among individuals aged >60 years. In comparison, 58.75% of the death toll would occur in unvaccinated individuals aged >60 years. Compared with no strict lockdowns, combining school or factory closure alone reduced cumulative deaths of Delta and Omicron by 28.5% and 6.1%, respectively. In conclusion, this study validates the need for continuous mass immunization, especially among elderly aged over 60 years old. And it confirms that the effect of lockdowns alone in reducing infections or deaths is minimal. However, these measurements will still contribute to lowering peak daily incidence and delaying the epidemic, easing the healthcare system's burden.
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spelling pubmed-99379982023-02-21 Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China Guo, Yichao Ye, Wenjing Zhao, Zeyu Guo, Xiaohao Song, Wentao Su, Yanhua Zhao, Benhua Ou, Jianming Deng, Yanqin Chen, Tianmu Infect Dis Model Article Although studies have compared the relative severity of Omicron and Delta variants by assessing the relative risks, there are still gaps in the knowledge of the potential COVID-19 burden these variations may cause. And the contact patterns in Fujian Province, China, have not been described. We identified 8969 transmission pairs in Fujian, China, by analyzing a contact-tracing database that recorded a SARS-CoV-2 outbreak in September 2021. We estimated the waning vaccine effectiveness against Delta variant infection, contact patterns, and epidemiology distributions, then simulated potential outbreaks of Delta and Omicron variants using a multi-group mathematical model. For instance, in the contact setting without stringent lockdowns, we estimated that in a potential Omicron wave, only 4.7% of infections would occur in Fujian Province among individuals aged >60 years. In comparison, 58.75% of the death toll would occur in unvaccinated individuals aged >60 years. Compared with no strict lockdowns, combining school or factory closure alone reduced cumulative deaths of Delta and Omicron by 28.5% and 6.1%, respectively. In conclusion, this study validates the need for continuous mass immunization, especially among elderly aged over 60 years old. And it confirms that the effect of lockdowns alone in reducing infections or deaths is minimal. However, these measurements will still contribute to lowering peak daily incidence and delaying the epidemic, easing the healthcare system's burden. KeAi Publishing 2023-02-18 /pmc/articles/PMC9937998/ /pubmed/36846047 http://dx.doi.org/10.1016/j.idm.2023.02.002 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guo, Yichao
Ye, Wenjing
Zhao, Zeyu
Guo, Xiaohao
Song, Wentao
Su, Yanhua
Zhao, Benhua
Ou, Jianming
Deng, Yanqin
Chen, Tianmu
Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China
title Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China
title_full Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China
title_fullStr Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China
title_full_unstemmed Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China
title_short Simulating potential outbreaks of Delta and Omicron variants based on contact-tracing data: A modelling study in Fujian Province, China
title_sort simulating potential outbreaks of delta and omicron variants based on contact-tracing data: a modelling study in fujian province, china
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937998/
https://www.ncbi.nlm.nih.gov/pubmed/36846047
http://dx.doi.org/10.1016/j.idm.2023.02.002
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