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Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany
BACKGROUND: Despite the vaccination process in Germany, a large share of the population is still susceptible to SARS-CoV-2. In addition, we face the spread of novel variants. Until we overcome the pandemic, reasonable mitigation and opening strategies are crucial to balance public health and economi...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978163/ https://www.ncbi.nlm.nih.gov/pubmed/35379190 http://dx.doi.org/10.1186/s12879-022-07302-9 |
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author | Kühn, Martin J. Abele, Daniel Binder, Sebastian Rack, Kathrin Klitz, Margrit Kleinert, Jan Gilg, Jonas Spataro, Luca Koslow, Wadim Siggel, Martin Meyer-Hermann, Michael Basermann, Achim |
author_facet | Kühn, Martin J. Abele, Daniel Binder, Sebastian Rack, Kathrin Klitz, Margrit Kleinert, Jan Gilg, Jonas Spataro, Luca Koslow, Wadim Siggel, Martin Meyer-Hermann, Michael Basermann, Achim |
author_sort | Kühn, Martin J. |
collection | PubMed |
description | BACKGROUND: Despite the vaccination process in Germany, a large share of the population is still susceptible to SARS-CoV-2. In addition, we face the spread of novel variants. Until we overcome the pandemic, reasonable mitigation and opening strategies are crucial to balance public health and economic interests. METHODS: We model the spread of SARS-CoV-2 over the German counties by a graph-SIR-type, metapopulation model with particular focus on commuter testing. We account for political interventions by varying contact reduction values in private and public locations such as homes, schools, workplaces, and other. We consider different levels of lockdown strictness, commuter testing strategies, or the delay of intervention implementation. We conduct numerical simulations to assess the effectiveness of the different intervention strategies after one month. The virus dynamics in the regions (German counties) are initialized randomly with incidences between 75 and 150 weekly new cases per 100,000 inhabitants (red zones) or below (green zones) and consider 25 different initial scenarios of randomly distributed red zones (between 2 and 20% of all counties). To account for uncertainty, we consider an ensemble set of 500 Monte Carlo runs for each scenario. RESULTS: We find that the strength of the lockdown in regions with out of control virus dynamics is most important to avoid the spread into neighboring regions. With very strict lockdowns in red zones, commuter testing rates of twice a week can substantially contribute to the safety of adjacent regions. In contrast, the negative effect of less strict interventions can be overcome by high commuter testing rates. A further key contributor is the potential delay of the intervention implementation. In order to keep the spread of the virus under control, strict regional lockdowns with minimum delay and commuter testing of at least twice a week are advisable. If less strict interventions are in favor, substantially increased testing rates are needed to avoid overall higher infection dynamics. CONCLUSIONS: Our results indicate that local containment of outbreaks and maintenance of low overall incidence is possible even in densely populated and highly connected regions such as Germany or Western Europe. While we demonstrate this on data from Germany, similar patterns of mobility likely exist in many countries and our results are, hence, generalizable to a certain extent. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-022-07302-9. |
format | Online Article Text |
id | pubmed-8978163 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89781632022-04-04 Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany Kühn, Martin J. Abele, Daniel Binder, Sebastian Rack, Kathrin Klitz, Margrit Kleinert, Jan Gilg, Jonas Spataro, Luca Koslow, Wadim Siggel, Martin Meyer-Hermann, Michael Basermann, Achim BMC Infect Dis Research BACKGROUND: Despite the vaccination process in Germany, a large share of the population is still susceptible to SARS-CoV-2. In addition, we face the spread of novel variants. Until we overcome the pandemic, reasonable mitigation and opening strategies are crucial to balance public health and economic interests. METHODS: We model the spread of SARS-CoV-2 over the German counties by a graph-SIR-type, metapopulation model with particular focus on commuter testing. We account for political interventions by varying contact reduction values in private and public locations such as homes, schools, workplaces, and other. We consider different levels of lockdown strictness, commuter testing strategies, or the delay of intervention implementation. We conduct numerical simulations to assess the effectiveness of the different intervention strategies after one month. The virus dynamics in the regions (German counties) are initialized randomly with incidences between 75 and 150 weekly new cases per 100,000 inhabitants (red zones) or below (green zones) and consider 25 different initial scenarios of randomly distributed red zones (between 2 and 20% of all counties). To account for uncertainty, we consider an ensemble set of 500 Monte Carlo runs for each scenario. RESULTS: We find that the strength of the lockdown in regions with out of control virus dynamics is most important to avoid the spread into neighboring regions. With very strict lockdowns in red zones, commuter testing rates of twice a week can substantially contribute to the safety of adjacent regions. In contrast, the negative effect of less strict interventions can be overcome by high commuter testing rates. A further key contributor is the potential delay of the intervention implementation. In order to keep the spread of the virus under control, strict regional lockdowns with minimum delay and commuter testing of at least twice a week are advisable. If less strict interventions are in favor, substantially increased testing rates are needed to avoid overall higher infection dynamics. CONCLUSIONS: Our results indicate that local containment of outbreaks and maintenance of low overall incidence is possible even in densely populated and highly connected regions such as Germany or Western Europe. While we demonstrate this on data from Germany, similar patterns of mobility likely exist in many countries and our results are, hence, generalizable to a certain extent. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-022-07302-9. BioMed Central 2022-04-04 /pmc/articles/PMC8978163/ /pubmed/35379190 http://dx.doi.org/10.1186/s12879-022-07302-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Kühn, Martin J. Abele, Daniel Binder, Sebastian Rack, Kathrin Klitz, Margrit Kleinert, Jan Gilg, Jonas Spataro, Luca Koslow, Wadim Siggel, Martin Meyer-Hermann, Michael Basermann, Achim Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany |
title | Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany |
title_full | Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany |
title_fullStr | Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany |
title_full_unstemmed | Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany |
title_short | Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany |
title_sort | regional opening strategies with commuter testing and containment of new sars-cov-2 variants in germany |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978163/ https://www.ncbi.nlm.nih.gov/pubmed/35379190 http://dx.doi.org/10.1186/s12879-022-07302-9 |
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