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Undetected infectives in the Covid-19 pandemic
OBJECTIVES: Epidemiological investigations and mathematical models have revealed that the rapid diffusion of Covid-19 can mostly be attributed to undetected infective individuals who continue to circulate and spread the disease: finding their number would be of great importance in the control of the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837159/ https://www.ncbi.nlm.nih.gov/pubmed/33434673 http://dx.doi.org/10.1016/j.ijid.2021.01.010 |
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author | Melis, Maurizio Littera, Roberto |
author_facet | Melis, Maurizio Littera, Roberto |
author_sort | Melis, Maurizio |
collection | PubMed |
description | OBJECTIVES: Epidemiological investigations and mathematical models have revealed that the rapid diffusion of Covid-19 can mostly be attributed to undetected infective individuals who continue to circulate and spread the disease: finding their number would be of great importance in the control of the epidemic. METHODS: The dynamics of an infection can be described by the SIR model, which divides the population into susceptible [Formula: see text] , infective [Formula: see text] , and removed [Formula: see text] subjects. In particular, we exploited the Kermack-McKendrick epidemic model, which can be applied when the population is much larger than the fraction of infected subjects. RESULTS: We proved that the fraction of undetected infectives, compared to the total number of infected subjects, is given by [Formula: see text] , where [Formula: see text] is the basic reproduction number. The mean value [Formula: see text] for the Covid-19 epidemic in three Italian regions yielded a percentage of undetected infectives of 52.4% (52.2%–52.6%) compared to the total number of infectives. CONCLUSIONS: Our results, straightforwardly obtained from the SIR model, highlight the role of undetected carriers in the transmission and spread of the SARS-CoV-2 infection. Such evidence strongly recommends careful monitoring of the infective population and ongoing adjustment of preventive measures for disease control until a vaccine becomes available for most of the population. |
format | Online Article Text |
id | pubmed-7837159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78371592021-01-26 Undetected infectives in the Covid-19 pandemic Melis, Maurizio Littera, Roberto Int J Infect Dis Article OBJECTIVES: Epidemiological investigations and mathematical models have revealed that the rapid diffusion of Covid-19 can mostly be attributed to undetected infective individuals who continue to circulate and spread the disease: finding their number would be of great importance in the control of the epidemic. METHODS: The dynamics of an infection can be described by the SIR model, which divides the population into susceptible [Formula: see text] , infective [Formula: see text] , and removed [Formula: see text] subjects. In particular, we exploited the Kermack-McKendrick epidemic model, which can be applied when the population is much larger than the fraction of infected subjects. RESULTS: We proved that the fraction of undetected infectives, compared to the total number of infected subjects, is given by [Formula: see text] , where [Formula: see text] is the basic reproduction number. The mean value [Formula: see text] for the Covid-19 epidemic in three Italian regions yielded a percentage of undetected infectives of 52.4% (52.2%–52.6%) compared to the total number of infectives. CONCLUSIONS: Our results, straightforwardly obtained from the SIR model, highlight the role of undetected carriers in the transmission and spread of the SARS-CoV-2 infection. Such evidence strongly recommends careful monitoring of the infective population and ongoing adjustment of preventive measures for disease control until a vaccine becomes available for most of the population. The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. 2021-03 2021-01-09 /pmc/articles/PMC7837159/ /pubmed/33434673 http://dx.doi.org/10.1016/j.ijid.2021.01.010 Text en © 2021 The Authors 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 | Article Melis, Maurizio Littera, Roberto Undetected infectives in the Covid-19 pandemic |
title | Undetected infectives in the Covid-19 pandemic |
title_full | Undetected infectives in the Covid-19 pandemic |
title_fullStr | Undetected infectives in the Covid-19 pandemic |
title_full_unstemmed | Undetected infectives in the Covid-19 pandemic |
title_short | Undetected infectives in the Covid-19 pandemic |
title_sort | undetected infectives in the covid-19 pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837159/ https://www.ncbi.nlm.nih.gov/pubmed/33434673 http://dx.doi.org/10.1016/j.ijid.2021.01.010 |
work_keys_str_mv | AT melismaurizio undetectedinfectivesinthecovid19pandemic AT litteraroberto undetectedinfectivesinthecovid19pandemic |