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Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran
BACKGROUND: The first confirmed cases of COVID-19 in Iran were reported in Qom city. Subsequently, the neighboring provinces and gradually all 31 provinces of Iran were involved. This study aimed to investigate the case fatility rate, basic reproductive number in different period of epidemic, projec...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8613730/ https://www.ncbi.nlm.nih.gov/pubmed/34823478 http://dx.doi.org/10.1186/s12879-021-06870-6 |
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author | Kabir, Kourosh Taherinia, Ali Ashourloo, Davoud Khosravi, Ahmad Karim, Hossien Salehi Shahrabi, Hamid Hedayat Yaghoobi, Mojtaba Soleimani, Alireza Siami, Zaynab Noorisepehr, Mohammad Tajbakhsh, Ramin Maghsoudi, Mohammad Reza Lak, Mehran Mardi, Parham Nouri, Behnaz Mohammadzadeh, Mohammad Azimzadeh, Mehdi Bakhtiyari, Mahmood |
author_facet | Kabir, Kourosh Taherinia, Ali Ashourloo, Davoud Khosravi, Ahmad Karim, Hossien Salehi Shahrabi, Hamid Hedayat Yaghoobi, Mojtaba Soleimani, Alireza Siami, Zaynab Noorisepehr, Mohammad Tajbakhsh, Ramin Maghsoudi, Mohammad Reza Lak, Mehran Mardi, Parham Nouri, Behnaz Mohammadzadeh, Mohammad Azimzadeh, Mehdi Bakhtiyari, Mahmood |
author_sort | Kabir, Kourosh |
collection | PubMed |
description | BACKGROUND: The first confirmed cases of COVID-19 in Iran were reported in Qom city. Subsequently, the neighboring provinces and gradually all 31 provinces of Iran were involved. This study aimed to investigate the case fatility rate, basic reproductive number in different period of epidemic, projection of daily and cumulative incidence cases and also spatiotemporal mapping of SARS-CoV-2 in Alborz province, Iran. METHODS: A confirmed case of COVID-19 infection was defined as a case with a positive result of viral nucleic acid testing in respiratory specimens. Serial interval (SI) was fitted by gamma distribution and considered the likelihood-based R0 using a branching process with Poisson likelihood. Seven days average of cases, deaths, doubling times and CFRs used to draw smooth charts. kernel density tool in Arc GIS (Esri) software has been employed to compute hot spot area of the study site. RESULTS: The maximum-likelihood value of R0 was 2.88 (95%, CI: 2.57–3.23) in the early 14 days of epidemic. The case fatility rate for Alborz province (Iran) on March 10, was 8.33% (95%, CI:6.3–11), and by April 20, it had an increasing trend and reached 12.9% (95%,CI:11.5–14.4). The doubling time has been increasing from about two days and then reached about 97 days on April 20, 2020, which shows the slowdown in the spread rate of the disease. Also, from March 26 to April 2, 2020 the whole Geographical area of Karj city was almost affected by SARS-CoV-2. CONCLUSIONS: The R0 of COVID-19 in Alborz province was substantially high at the beginning of the epidemic, but with preventive measures and public education and GIS based monitoring of the cases,it has been reduced to 1.19 within two months. This reduction highpoints the attainment of preventive measures in place, however we must be ready for any second epidemic waves during the next months. |
format | Online Article Text |
id | pubmed-8613730 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86137302021-11-26 Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran Kabir, Kourosh Taherinia, Ali Ashourloo, Davoud Khosravi, Ahmad Karim, Hossien Salehi Shahrabi, Hamid Hedayat Yaghoobi, Mojtaba Soleimani, Alireza Siami, Zaynab Noorisepehr, Mohammad Tajbakhsh, Ramin Maghsoudi, Mohammad Reza Lak, Mehran Mardi, Parham Nouri, Behnaz Mohammadzadeh, Mohammad Azimzadeh, Mehdi Bakhtiyari, Mahmood BMC Infect Dis Research Article BACKGROUND: The first confirmed cases of COVID-19 in Iran were reported in Qom city. Subsequently, the neighboring provinces and gradually all 31 provinces of Iran were involved. This study aimed to investigate the case fatility rate, basic reproductive number in different period of epidemic, projection of daily and cumulative incidence cases and also spatiotemporal mapping of SARS-CoV-2 in Alborz province, Iran. METHODS: A confirmed case of COVID-19 infection was defined as a case with a positive result of viral nucleic acid testing in respiratory specimens. Serial interval (SI) was fitted by gamma distribution and considered the likelihood-based R0 using a branching process with Poisson likelihood. Seven days average of cases, deaths, doubling times and CFRs used to draw smooth charts. kernel density tool in Arc GIS (Esri) software has been employed to compute hot spot area of the study site. RESULTS: The maximum-likelihood value of R0 was 2.88 (95%, CI: 2.57–3.23) in the early 14 days of epidemic. The case fatility rate for Alborz province (Iran) on March 10, was 8.33% (95%, CI:6.3–11), and by April 20, it had an increasing trend and reached 12.9% (95%,CI:11.5–14.4). The doubling time has been increasing from about two days and then reached about 97 days on April 20, 2020, which shows the slowdown in the spread rate of the disease. Also, from March 26 to April 2, 2020 the whole Geographical area of Karj city was almost affected by SARS-CoV-2. CONCLUSIONS: The R0 of COVID-19 in Alborz province was substantially high at the beginning of the epidemic, but with preventive measures and public education and GIS based monitoring of the cases,it has been reduced to 1.19 within two months. This reduction highpoints the attainment of preventive measures in place, however we must be ready for any second epidemic waves during the next months. BioMed Central 2021-11-25 /pmc/articles/PMC8613730/ /pubmed/34823478 http://dx.doi.org/10.1186/s12879-021-06870-6 Text en © The Author(s) 2021 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 Article Kabir, Kourosh Taherinia, Ali Ashourloo, Davoud Khosravi, Ahmad Karim, Hossien Salehi Shahrabi, Hamid Hedayat Yaghoobi, Mojtaba Soleimani, Alireza Siami, Zaynab Noorisepehr, Mohammad Tajbakhsh, Ramin Maghsoudi, Mohammad Reza Lak, Mehran Mardi, Parham Nouri, Behnaz Mohammadzadeh, Mohammad Azimzadeh, Mehdi Bakhtiyari, Mahmood Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran |
title | Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran |
title_full | Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran |
title_fullStr | Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran |
title_full_unstemmed | Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran |
title_short | Epidemic size, trend and spatiotemporal mapping of SARS-CoV-2 using geographical information system in Alborz Province, Iran |
title_sort | epidemic size, trend and spatiotemporal mapping of sars-cov-2 using geographical information system in alborz province, iran |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8613730/ https://www.ncbi.nlm.nih.gov/pubmed/34823478 http://dx.doi.org/10.1186/s12879-021-06870-6 |
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