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Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19
Since November 2021, there have been cases of COVID-19's Omicron strain spreading in competition with Delta strains in many parts of the world. To explore how these two strains developed in this competitive spread, a new compartmentalized model was established. First, we analyzed the fundamenta...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10065814/ https://www.ncbi.nlm.nih.gov/pubmed/37035507 http://dx.doi.org/10.1016/j.jmaa.2023.127283 |
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author | Guo, Youming Li, Tingting |
author_facet | Guo, Youming Li, Tingting |
author_sort | Guo, Youming |
collection | PubMed |
description | Since November 2021, there have been cases of COVID-19's Omicron strain spreading in competition with Delta strains in many parts of the world. To explore how these two strains developed in this competitive spread, a new compartmentalized model was established. First, we analyzed the fundamental properties of the model, obtained the expression of the basic reproduction number, proved the local and global asymptotic stability of the disease-free equilibrium. Then by means of the cubic spline interpolation method, we obtained the data of new Omicron and Delta cases in the United States of new cases starting from December 8, 2021, to February 12, 2022. Using the weighted nonlinear least squares estimation method, we fitted six time series (cumulative confirmed cases, cumulative deaths, new cases, new deaths, new Omicron cases, and new Delta cases), got estimates of the unknown parameters, and obtained an approximation of the basic reproduction number in the United States during this time period as [Formula: see text]. Finally, each control strategy was evaluated by cost-effectiveness analysis to obtain the optimal control strategy under different perspectives. The results not only show the competitive transmission characteristics of the new strain and existing strain, but also provide scientific suggestions for effectively controlling the spread of these strains. |
format | Online Article Text |
id | pubmed-10065814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100658142023-04-03 Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19 Guo, Youming Li, Tingting J Math Anal Appl Regular Articles Since November 2021, there have been cases of COVID-19's Omicron strain spreading in competition with Delta strains in many parts of the world. To explore how these two strains developed in this competitive spread, a new compartmentalized model was established. First, we analyzed the fundamental properties of the model, obtained the expression of the basic reproduction number, proved the local and global asymptotic stability of the disease-free equilibrium. Then by means of the cubic spline interpolation method, we obtained the data of new Omicron and Delta cases in the United States of new cases starting from December 8, 2021, to February 12, 2022. Using the weighted nonlinear least squares estimation method, we fitted six time series (cumulative confirmed cases, cumulative deaths, new cases, new deaths, new Omicron cases, and new Delta cases), got estimates of the unknown parameters, and obtained an approximation of the basic reproduction number in the United States during this time period as [Formula: see text]. Finally, each control strategy was evaluated by cost-effectiveness analysis to obtain the optimal control strategy under different perspectives. The results not only show the competitive transmission characteristics of the new strain and existing strain, but also provide scientific suggestions for effectively controlling the spread of these strains. Elsevier Inc. 2023-10-15 2023-03-31 /pmc/articles/PMC10065814/ /pubmed/37035507 http://dx.doi.org/10.1016/j.jmaa.2023.127283 Text en © 2023 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Regular Articles Guo, Youming Li, Tingting Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19 |
title | Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19 |
title_full | Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19 |
title_fullStr | Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19 |
title_full_unstemmed | Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19 |
title_short | Modeling the competitive transmission of the Omicron strain and Delta strain of COVID-19 |
title_sort | modeling the competitive transmission of the omicron strain and delta strain of covid-19 |
topic | Regular Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10065814/ https://www.ncbi.nlm.nih.gov/pubmed/37035507 http://dx.doi.org/10.1016/j.jmaa.2023.127283 |
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