Cargando…

Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models

Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restrictions to prevent a disastrous resurgence of the infection. We report individual-based numerical simulations of stochas...

Descripción completa

Detalles Bibliográficos
Autores principales: Mukhamadiarov, Ruslan I., Deng, Shengfeng, Serrao, Shannon R., Priyanka, Nandi, Riya, Yao, Louie Hong, Täuber, Uwe C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794373/
https://www.ncbi.nlm.nih.gov/pubmed/33420154
http://dx.doi.org/10.1038/s41598-020-80162-y
_version_ 1783634193240031232
author Mukhamadiarov, Ruslan I.
Deng, Shengfeng
Serrao, Shannon R.
Priyanka
Nandi, Riya
Yao, Louie Hong
Täuber, Uwe C.
author_facet Mukhamadiarov, Ruslan I.
Deng, Shengfeng
Serrao, Shannon R.
Priyanka
Nandi, Riya
Yao, Louie Hong
Täuber, Uwe C.
author_sort Mukhamadiarov, Ruslan I.
collection PubMed
description Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restrictions to prevent a disastrous resurgence of the infection. We report individual-based numerical simulations of stochastic susceptible-infectious-recovered model variants on four distinct spatially organized lattice and network architectures wherein contact and mobility constraints are implemented. We robustly find that the intensity and spatial spread of the epidemic recurrence wave can be limited to a manageable extent provided release of these restrictions is delayed sufficiently (for a duration of at least thrice the time until the peak of the unmitigated outbreak) and long-distance connections are maintained on a low level (limited to less than five percent of the overall connectivity).
format Online
Article
Text
id pubmed-7794373
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-77943732021-01-11 Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models Mukhamadiarov, Ruslan I. Deng, Shengfeng Serrao, Shannon R. Priyanka Nandi, Riya Yao, Louie Hong Täuber, Uwe C. Sci Rep Article Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restrictions to prevent a disastrous resurgence of the infection. We report individual-based numerical simulations of stochastic susceptible-infectious-recovered model variants on four distinct spatially organized lattice and network architectures wherein contact and mobility constraints are implemented. We robustly find that the intensity and spatial spread of the epidemic recurrence wave can be limited to a manageable extent provided release of these restrictions is delayed sufficiently (for a duration of at least thrice the time until the peak of the unmitigated outbreak) and long-distance connections are maintained on a low level (limited to less than five percent of the overall connectivity). Nature Publishing Group UK 2021-01-08 /pmc/articles/PMC7794373/ /pubmed/33420154 http://dx.doi.org/10.1038/s41598-020-80162-y Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Mukhamadiarov, Ruslan I.
Deng, Shengfeng
Serrao, Shannon R.
Priyanka
Nandi, Riya
Yao, Louie Hong
Täuber, Uwe C.
Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
title Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
title_full Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
title_fullStr Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
title_full_unstemmed Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
title_short Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
title_sort social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794373/
https://www.ncbi.nlm.nih.gov/pubmed/33420154
http://dx.doi.org/10.1038/s41598-020-80162-y
work_keys_str_mv AT mukhamadiarovruslani socialdistancingandepidemicresurgenceinagentbasedsusceptibleinfectiousrecoveredmodels
AT dengshengfeng socialdistancingandepidemicresurgenceinagentbasedsusceptibleinfectiousrecoveredmodels
AT serraoshannonr socialdistancingandepidemicresurgenceinagentbasedsusceptibleinfectiousrecoveredmodels
AT priyanka socialdistancingandepidemicresurgenceinagentbasedsusceptibleinfectiousrecoveredmodels
AT nandiriya socialdistancingandepidemicresurgenceinagentbasedsusceptibleinfectiousrecoveredmodels
AT yaolouiehong socialdistancingandepidemicresurgenceinagentbasedsusceptibleinfectiousrecoveredmodels
AT tauberuwec socialdistancingandepidemicresurgenceinagentbasedsusceptibleinfectiousrecoveredmodels