@article{8850c78c9f1645759bc6c0a8f497a9ff,
title = "Inferring the differences in incubation-period and generation-interval distributions of the Delta and Omicron variants of SARS-CoV-2",
abstract = "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.",
keywords = "Omicron variant, SARS-CoV-2, epidemiology, generation interval",
author = "Park, {Sang Woo} and Kaiyuan Sun and Sam Abbott and Ron Sender and Bar-On, {Yinon M.} and Weitz, {Joshua S.} and Sebastian Funk and Grenfell, {Bryan T.} and Backer, {Jantien A.} and Jacco Wallinga and Cecile Viboud and Jonathan Dushoff",
note = "Funding Information: We thank Ron Milo for providing helpful comments on the manuscript. J.D. was supported by the Canadian Institutes of Health Research, the Natural Sciences and Engineering Research Council of Canada, and the Michael G. DeGroote Institute for Infectious Disease Research. J.S.W. acknowledges support from the Army Research Office W911NF1910384 and the Ile de France region via the Chaires Blaise Pascal program. J.W. and J.B. have received funding from European Union{\textquoteright}s Horizon 2020 research and innovation program—project EpiPose, Epidemic Intelligence to Minimize COVID-19{\textquoteright}s Public Health, Societal and Economical Impact (grant agreement no. 101003688). S.F. was supported by the Wellcome Trust (grant no. 210758/Z/18/Z). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The findings and conclusions in this study are those of the authors and do not necessarily represent the official position of the funding agencies, the NIH, or the US Department of Health and Human Services. Funding Information: ACKNOWLEDGMENTS. We thank Ron Milo for providing helpful comments on the manuscript. J.D. was supported by the Canadian Institutes of Health Research, the Natural Sciences and Engineering Research Council of Canada, and the Michael G. DeGroote Institute for Infectious Disease Research. J.S.W. acknowledges support from the Army Research Office W911NF1910384 and the Ile de France region via the Chaires Blaise Pascal program. J.W. and J.B. have received funding from European Union{\textquoteright}s Horizon 2020 research and innovation program—project EpiPose, Epidemic Intelligence to Minimize COVID-19{\textquoteright}s Public Health, Societal and Economical Impact (grant agreement no. 101003688). S.F. was supported by the Wellcome Trust (grant no. 210758/Z/18/Z). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The findings and conclusions in this study are those of the authors and do not necessarily represent the official position of the funding agencies, the NIH, or the US Department of Health and Human Services. Publisher Copyright: Copyright {\textcopyright} 2023 the Author(s). Published by PNAS.",
year = "2023",
month = may,
day = "30",
doi = "10.1073/pnas.2221887120",
language = "English (US)",
volume = "120",
journal = "Proceedings of the National Academy of Sciences of the United States of America",
issn = "0027-8424",
publisher = "National Academy of Sciences",
number = "22",
}