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Misinterpretation of viral load in COVID-19 clinical outcomes

Knowledge of viral load is essential to formulate strategies for antiviral treatment, vaccination, and epidemiological control of COVID-19. Moreover, identification of patients with high viral loads can also be useful to understand risk factors such as age, comorbidities, severity of symptoms and hy...

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Autores principales: Miranda, Renan Lyra, Guterres, Alexandro, de Azeredo Lima, Carlos Henrique, Filho, Paulo Niemeyer, Gadelha, Mônica R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7881726/
https://www.ncbi.nlm.nih.gov/pubmed/33592214
http://dx.doi.org/10.1016/j.virusres.2021.198340
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author Miranda, Renan Lyra
Guterres, Alexandro
de Azeredo Lima, Carlos Henrique
Filho, Paulo Niemeyer
Gadelha, Mônica R.
author_facet Miranda, Renan Lyra
Guterres, Alexandro
de Azeredo Lima, Carlos Henrique
Filho, Paulo Niemeyer
Gadelha, Mônica R.
author_sort Miranda, Renan Lyra
collection PubMed
description Knowledge of viral load is essential to formulate strategies for antiviral treatment, vaccination, and epidemiological control of COVID-19. Moreover, identification of patients with high viral loads can also be useful to understand risk factors such as age, comorbidities, severity of symptoms and hypoxia, to decide on the need for hospitalization. Several ongoing studies are analyzing viral load in different types of samples and evaluating its relationship with clinical outcomes and viral transmission pathways. However, in a great number of emerging studies, cycle threshold (Ct) values alone are often used as viral load indicators, which may be a mistake. In this study, we compared tracheal aspirate with nasopharyngeal swab samples obtained from critically ill COVID-19 patients and here we report how the raw Ct can lead to misinterpretation of results. Furthermore, based on analysis of nasopharyngeal swab samples we propose a method to reduce evaluation errors that could occur from using raw Ct data. Based on these findings, we show the impact that normalization of Ct values has on interpretation of SARS-CoV-2 viral load from different biological samples.
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spelling pubmed-78817262021-02-16 Misinterpretation of viral load in COVID-19 clinical outcomes Miranda, Renan Lyra Guterres, Alexandro de Azeredo Lima, Carlos Henrique Filho, Paulo Niemeyer Gadelha, Mônica R. Virus Res Article Knowledge of viral load is essential to formulate strategies for antiviral treatment, vaccination, and epidemiological control of COVID-19. Moreover, identification of patients with high viral loads can also be useful to understand risk factors such as age, comorbidities, severity of symptoms and hypoxia, to decide on the need for hospitalization. Several ongoing studies are analyzing viral load in different types of samples and evaluating its relationship with clinical outcomes and viral transmission pathways. However, in a great number of emerging studies, cycle threshold (Ct) values alone are often used as viral load indicators, which may be a mistake. In this study, we compared tracheal aspirate with nasopharyngeal swab samples obtained from critically ill COVID-19 patients and here we report how the raw Ct can lead to misinterpretation of results. Furthermore, based on analysis of nasopharyngeal swab samples we propose a method to reduce evaluation errors that could occur from using raw Ct data. Based on these findings, we show the impact that normalization of Ct values has on interpretation of SARS-CoV-2 viral load from different biological samples. Elsevier B.V. 2021-04-15 2021-02-13 /pmc/articles/PMC7881726/ /pubmed/33592214 http://dx.doi.org/10.1016/j.virusres.2021.198340 Text en © 2021 Elsevier B.V. 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 Article
Miranda, Renan Lyra
Guterres, Alexandro
de Azeredo Lima, Carlos Henrique
Filho, Paulo Niemeyer
Gadelha, Mônica R.
Misinterpretation of viral load in COVID-19 clinical outcomes
title Misinterpretation of viral load in COVID-19 clinical outcomes
title_full Misinterpretation of viral load in COVID-19 clinical outcomes
title_fullStr Misinterpretation of viral load in COVID-19 clinical outcomes
title_full_unstemmed Misinterpretation of viral load in COVID-19 clinical outcomes
title_short Misinterpretation of viral load in COVID-19 clinical outcomes
title_sort misinterpretation of viral load in covid-19 clinical outcomes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7881726/
https://www.ncbi.nlm.nih.gov/pubmed/33592214
http://dx.doi.org/10.1016/j.virusres.2021.198340
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