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Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2

Estimating the differences in the incubation-period, serial-interval, and generation-interval distributions of SARS-CoV-2 variants is critical to understanding their transmission. However, the impact of epidemic dynamics is often neglected in estimating the timing of infection—for example, when an e...

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Autores principales: Park, Sang Woo, Sun, Kaiyuan, Abbott, Sam, Sender, Ron, Bar-on, Yinon M., Weitz, Joshua S., Funk, Sebastian, Grenfell, Bryan T., Backer, Jantien A., Wallinga, Jacco, Viboud, Cecile, Dushoff, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10235974/
https://www.ncbi.nlm.nih.gov/pubmed/37216529
http://dx.doi.org/10.1073/pnas.2221887120
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author Park, Sang Woo
Sun, Kaiyuan
Abbott, Sam
Sender, Ron
Bar-on, Yinon M.
Weitz, Joshua S.
Funk, Sebastian
Grenfell, Bryan T.
Backer, Jantien A.
Wallinga, Jacco
Viboud, Cecile
Dushoff, Jonathan
author_facet Park, Sang Woo
Sun, Kaiyuan
Abbott, Sam
Sender, Ron
Bar-on, Yinon M.
Weitz, Joshua S.
Funk, Sebastian
Grenfell, Bryan T.
Backer, Jantien A.
Wallinga, Jacco
Viboud, Cecile
Dushoff, Jonathan
author_sort Park, Sang Woo
collection PubMed
description Estimating the differences in the incubation-period, serial-interval, and generation-interval distributions of SARS-CoV-2 variants is critical to understanding their transmission. However, the impact of epidemic dynamics is often neglected in estimating the timing of infection—for example, when an epidemic is growing exponentially, a cohort of infected individuals who developed symptoms at the same time are more likely to have been infected recently. Here, we reanalyze incubation-period and serial-interval data describing transmissions of the Delta and Omicron variants from the Netherlands at the end of December 2021. Previous analysis of the same dataset reported shorter mean observed incubation period (3.2 d vs. 4.4 d) and serial interval (3.5 d vs. 4.1 d) for the Omicron variant, but the number of infections caused by the Delta variant decreased during this period as the number of Omicron infections increased. When we account for growth-rate differences of two variants during the study period, we estimate similar mean incubation periods (3.8 to 4.5 d) for both variants but a shorter mean generation interval for the Omicron variant (3.0 d; 95% CI: 2.7 to 3.2 d) than for the Delta variant (3.8 d; 95% CI: 3.7 to 4.0 d). The differences in estimated generation intervals may be driven by the “network effect”—higher effective transmissibility of the Omicron variant can cause faster susceptible depletion among contact networks, which in turn prevents late transmission (therefore shortening realized generation intervals). Using up-to-date generation-interval distributions is critical to accurately estimating the reproduction advantage of the Omicron variant.
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spelling pubmed-102359742023-06-03 Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2 Park, Sang Woo Sun, Kaiyuan Abbott, Sam Sender, Ron Bar-on, Yinon M. Weitz, Joshua S. Funk, Sebastian Grenfell, Bryan T. Backer, Jantien A. Wallinga, Jacco Viboud, Cecile Dushoff, Jonathan Proc Natl Acad Sci U S A Biological Sciences Estimating the differences in the incubation-period, serial-interval, and generation-interval distributions of SARS-CoV-2 variants is critical to understanding their transmission. However, the impact of epidemic dynamics is often neglected in estimating the timing of infection—for example, when an epidemic is growing exponentially, a cohort of infected individuals who developed symptoms at the same time are more likely to have been infected recently. Here, we reanalyze incubation-period and serial-interval data describing transmissions of the Delta and Omicron variants from the Netherlands at the end of December 2021. Previous analysis of the same dataset reported shorter mean observed incubation period (3.2 d vs. 4.4 d) and serial interval (3.5 d vs. 4.1 d) for the Omicron variant, but the number of infections caused by the Delta variant decreased during this period as the number of Omicron infections increased. When we account for growth-rate differences of two variants during the study period, we estimate similar mean incubation periods (3.8 to 4.5 d) for both variants but a shorter mean generation interval for the Omicron variant (3.0 d; 95% CI: 2.7 to 3.2 d) than for the Delta variant (3.8 d; 95% CI: 3.7 to 4.0 d). The differences in estimated generation intervals may be driven by the “network effect”—higher effective transmissibility of the Omicron variant can cause faster susceptible depletion among contact networks, which in turn prevents late transmission (therefore shortening realized generation intervals). Using up-to-date generation-interval distributions is critical to accurately estimating the reproduction advantage of the Omicron variant. National Academy of Sciences 2023-05-22 2023-05-30 /pmc/articles/PMC10235974/ /pubmed/37216529 http://dx.doi.org/10.1073/pnas.2221887120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Park, Sang Woo
Sun, Kaiyuan
Abbott, Sam
Sender, Ron
Bar-on, Yinon M.
Weitz, Joshua S.
Funk, Sebastian
Grenfell, Bryan T.
Backer, Jantien A.
Wallinga, Jacco
Viboud, Cecile
Dushoff, Jonathan
Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2
title Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2
title_full Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2
title_fullStr Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2
title_full_unstemmed Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2
title_short Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2
title_sort inferring the differences in incubation-period and generation-interval distributions of the delta and omicron variants of sars-cov-2
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10235974/
https://www.ncbi.nlm.nih.gov/pubmed/37216529
http://dx.doi.org/10.1073/pnas.2221887120
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