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Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran

Background: The basic reproduction number (R(0)) is an important concept in infectious disease epidemiology and the most important parameter to determine the transmissibility of a pathogen. This study aimed to estimate the nine-month trend of time-varying R of COVID-19 epidemic using the serial inte...

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Autores principales: Rahimi, Ebrahim, Hashemi Nazari, Seyed Saeed, Mokhayeri, Yaser, Sharhani, Asaad, Mohammadi, Rasool
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hamadan University of Medical Sciences 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957678/
https://www.ncbi.nlm.nih.gov/pubmed/34465640
http://dx.doi.org/10.34172/jrhs.2021.54
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author Rahimi, Ebrahim
Hashemi Nazari, Seyed Saeed
Mokhayeri, Yaser
Sharhani, Asaad
Mohammadi, Rasool
author_facet Rahimi, Ebrahim
Hashemi Nazari, Seyed Saeed
Mokhayeri, Yaser
Sharhani, Asaad
Mohammadi, Rasool
author_sort Rahimi, Ebrahim
collection PubMed
description Background: The basic reproduction number (R(0)) is an important concept in infectious disease epidemiology and the most important parameter to determine the transmissibility of a pathogen. This study aimed to estimate the nine-month trend of time-varying R of COVID-19 epidemic using the serial interval (SI) and Markov Chain Monte Carlo in Lorestan, west of Iran. Study design: Descriptive study. Methods: This study was conducted based on a cross-sectional method. The SI distribution was extracted from data and log-normal, Weibull, and Gamma models were fitted. The estimation of time-varying R(0), a likelihood-based model was applied, which uses pairs of cases to estimate relative likelihood. Results: In this study, R(t) was estimated for SI 7-day and 14-day time-lapses from 27 February-14 November 2020. To check the robustness of the R(0) estimations, sensitivity analysis was performed using different SI distributions to estimate the reproduction number in 7-day and 14-day time-lapses. The R(0) ranged from 0.56 to 4.97 and 0.76 to 2.47 for 7-day and 14-day time-lapses. The doubling time was estimated to be 75.51 days (95% CI: 70.41, 81.41). Conclusions: Low R(0) of COVID-19 in some periods in Lorestan, west of Iran, could be an indication of preventive interventions, namely quarantine and isolation. To control the spread of the disease, the reproduction number should be reduced by decreasing the transmission and contact rates and shortening the infectious period.
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spelling pubmed-89576782022-04-14 Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran Rahimi, Ebrahim Hashemi Nazari, Seyed Saeed Mokhayeri, Yaser Sharhani, Asaad Mohammadi, Rasool J Res Health Sci Original Article Background: The basic reproduction number (R(0)) is an important concept in infectious disease epidemiology and the most important parameter to determine the transmissibility of a pathogen. This study aimed to estimate the nine-month trend of time-varying R of COVID-19 epidemic using the serial interval (SI) and Markov Chain Monte Carlo in Lorestan, west of Iran. Study design: Descriptive study. Methods: This study was conducted based on a cross-sectional method. The SI distribution was extracted from data and log-normal, Weibull, and Gamma models were fitted. The estimation of time-varying R(0), a likelihood-based model was applied, which uses pairs of cases to estimate relative likelihood. Results: In this study, R(t) was estimated for SI 7-day and 14-day time-lapses from 27 February-14 November 2020. To check the robustness of the R(0) estimations, sensitivity analysis was performed using different SI distributions to estimate the reproduction number in 7-day and 14-day time-lapses. The R(0) ranged from 0.56 to 4.97 and 0.76 to 2.47 for 7-day and 14-day time-lapses. The doubling time was estimated to be 75.51 days (95% CI: 70.41, 81.41). Conclusions: Low R(0) of COVID-19 in some periods in Lorestan, west of Iran, could be an indication of preventive interventions, namely quarantine and isolation. To control the spread of the disease, the reproduction number should be reduced by decreasing the transmission and contact rates and shortening the infectious period. Hamadan University of Medical Sciences 2021-06-28 /pmc/articles/PMC8957678/ /pubmed/34465640 http://dx.doi.org/10.34172/jrhs.2021.54 Text en © 2021 The Author(s); Published by Hamadan University of Medical Sciences. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Rahimi, Ebrahim
Hashemi Nazari, Seyed Saeed
Mokhayeri, Yaser
Sharhani, Asaad
Mohammadi, Rasool
Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran
title Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran
title_full Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran
title_fullStr Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran
title_full_unstemmed Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran
title_short Nine-month Trend of Time-Varying Reproduction Numbers of COVID-19 in West of Iran
title_sort nine-month trend of time-varying reproduction numbers of covid-19 in west of iran
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957678/
https://www.ncbi.nlm.nih.gov/pubmed/34465640
http://dx.doi.org/10.34172/jrhs.2021.54
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