Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period

Detalhes bibliográficos
Autor(a) principal: Franco-Miraglia, Fernando
Data de Publicação: 2023
Outros Autores: Martins-Freitas, Beatriz, Doi, André Mario, Santana, Rubia Anita Ferraz, Pinho, João Renato Rebello, Avelino-Silva, Vivian I.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista do Instituto de Medicina Tropical de São Paulo
Texto Completo: https://www.revistas.usp.br/rimtsp/article/view/218900
Resumo: Cycle threshold (Ct) values in COVID-19 reverse-transcription polymerase chain reaction (RT-PCR) tests estimate the viral load in biological samples. Studies have investigated variables associated with SARS-CoV-2 viral load, aiming to identify factors associated with higher transmissibility. Using the results from tests performed between May/2020-July/2022 obtained from the database of a referent hospital in Sao Paulo, Brazil, we investigated associations between Ct values and patient’s age, gender, sample collection setting and pandemic period according to the predominant SARS-CoV-2 variant locally. We also examined variations in Ct values, COVID-19 incidence, mortality, and vaccination coverage over time. The study sample included 42,741 tests. Gender was not significantly associated with Ct values. Age, sample collection setting and the pandemic period were significantly associated with Ct values even after adjustment to the multivariable model. Results showed lower Ct values in older groups, during the Gamma and Delta periods, and in samples collected in emergency units; and higher Ct values in children under 10 years old, home-based tests, during the Omicron period. We found evidence of a linear trend in the association between age and Ct values, with Ct values decreasing as age increases. We found no clear temporal associations between Ct values and local indicators of COVID-19 incidence, mortality, or vaccination between February/2020-November/2022. Our findings suggest that SARS-CoV-2 Ct values, a proxy for viral load and transmissibility, can be influenced by demographic and epidemiological variables.
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spelling Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic periodSARS-CoV-2COVID-19Reverse transcriptase polymerase chain reactionSARS-CoV-2 variantsViral loadCOVID-19 vaccinesDemographic factorsCycle threshold (Ct) values in COVID-19 reverse-transcription polymerase chain reaction (RT-PCR) tests estimate the viral load in biological samples. Studies have investigated variables associated with SARS-CoV-2 viral load, aiming to identify factors associated with higher transmissibility. Using the results from tests performed between May/2020-July/2022 obtained from the database of a referent hospital in Sao Paulo, Brazil, we investigated associations between Ct values and patient’s age, gender, sample collection setting and pandemic period according to the predominant SARS-CoV-2 variant locally. We also examined variations in Ct values, COVID-19 incidence, mortality, and vaccination coverage over time. The study sample included 42,741 tests. Gender was not significantly associated with Ct values. Age, sample collection setting and the pandemic period were significantly associated with Ct values even after adjustment to the multivariable model. Results showed lower Ct values in older groups, during the Gamma and Delta periods, and in samples collected in emergency units; and higher Ct values in children under 10 years old, home-based tests, during the Omicron period. We found evidence of a linear trend in the association between age and Ct values, with Ct values decreasing as age increases. We found no clear temporal associations between Ct values and local indicators of COVID-19 incidence, mortality, or vaccination between February/2020-November/2022. Our findings suggest that SARS-CoV-2 Ct values, a proxy for viral load and transmissibility, can be influenced by demographic and epidemiological variables.Universidade de São Paulo. Instituto de Medicina Tropical de São Paulo2023-11-14info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistas.usp.br/rimtsp/article/view/21890010.1590/S1678-9946202365053Revista do Instituto de Medicina Tropical de São Paulo; Vol. 65 (2023); e53Revista do Instituto de Medicina Tropical de São Paulo; v. 65 (2023); e53Revista do Instituto de Medicina Tropical de São Paulo; Vol. 65 (2023); e531678-99460036-4665reponame:Revista do Instituto de Medicina Tropical de São Pauloinstname:Instituto de Medicina Tropical (IMT)instacron:IMTenghttps://www.revistas.usp.br/rimtsp/article/view/218900/199949Copyright (c) 2023 Fernando Franco-Miraglia, Beatriz Martins-Freitas, André Mario Doi, Rubia Anita Ferraz Santana, João Renato Rebello Pinho, Vivian I. Avelino-Silvahttps://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessFranco-Miraglia, Fernando Martins-Freitas, Beatriz Doi, André Mario Santana, Rubia Anita Ferraz Pinho, João Renato Rebello Avelino-Silva, Vivian I. 2023-12-22T12:47:01Zoai:revistas.usp.br:article/218900Revistahttp://www.revistas.usp.br/rimtsp/indexPUBhttps://www.revistas.usp.br/rimtsp/oai||revimtsp@usp.br1678-99460036-4665opendoar:2023-12-22T12:47:01Revista do Instituto de Medicina Tropical de São Paulo - Instituto de Medicina Tropical (IMT)false
dc.title.none.fl_str_mv Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
title Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
spellingShingle Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
Franco-Miraglia, Fernando
SARS-CoV-2
COVID-19
Reverse transcriptase polymerase chain reaction
SARS-CoV-2 variants
Viral load
COVID-19 vaccines
Demographic factors
title_short Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
title_full Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
title_fullStr Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
title_full_unstemmed Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
title_sort Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
author Franco-Miraglia, Fernando
author_facet Franco-Miraglia, Fernando
Martins-Freitas, Beatriz
Doi, André Mario
Santana, Rubia Anita Ferraz
Pinho, João Renato Rebello
Avelino-Silva, Vivian I.
author_role author
author2 Martins-Freitas, Beatriz
Doi, André Mario
Santana, Rubia Anita Ferraz
Pinho, João Renato Rebello
Avelino-Silva, Vivian I.
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Franco-Miraglia, Fernando
Martins-Freitas, Beatriz
Doi, André Mario
Santana, Rubia Anita Ferraz
Pinho, João Renato Rebello
Avelino-Silva, Vivian I.
dc.subject.por.fl_str_mv SARS-CoV-2
COVID-19
Reverse transcriptase polymerase chain reaction
SARS-CoV-2 variants
Viral load
COVID-19 vaccines
Demographic factors
topic SARS-CoV-2
COVID-19
Reverse transcriptase polymerase chain reaction
SARS-CoV-2 variants
Viral load
COVID-19 vaccines
Demographic factors
description Cycle threshold (Ct) values in COVID-19 reverse-transcription polymerase chain reaction (RT-PCR) tests estimate the viral load in biological samples. Studies have investigated variables associated with SARS-CoV-2 viral load, aiming to identify factors associated with higher transmissibility. Using the results from tests performed between May/2020-July/2022 obtained from the database of a referent hospital in Sao Paulo, Brazil, we investigated associations between Ct values and patient’s age, gender, sample collection setting and pandemic period according to the predominant SARS-CoV-2 variant locally. We also examined variations in Ct values, COVID-19 incidence, mortality, and vaccination coverage over time. The study sample included 42,741 tests. Gender was not significantly associated with Ct values. Age, sample collection setting and the pandemic period were significantly associated with Ct values even after adjustment to the multivariable model. Results showed lower Ct values in older groups, during the Gamma and Delta periods, and in samples collected in emergency units; and higher Ct values in children under 10 years old, home-based tests, during the Omicron period. We found evidence of a linear trend in the association between age and Ct values, with Ct values decreasing as age increases. We found no clear temporal associations between Ct values and local indicators of COVID-19 incidence, mortality, or vaccination between February/2020-November/2022. Our findings suggest that SARS-CoV-2 Ct values, a proxy for viral load and transmissibility, can be influenced by demographic and epidemiological variables.
publishDate 2023
dc.date.none.fl_str_mv 2023-11-14
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/rimtsp/article/view/218900
10.1590/S1678-9946202365053
url https://www.revistas.usp.br/rimtsp/article/view/218900
identifier_str_mv 10.1590/S1678-9946202365053
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.revistas.usp.br/rimtsp/article/view/218900/199949
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade de São Paulo. Instituto de Medicina Tropical de São Paulo
publisher.none.fl_str_mv Universidade de São Paulo. Instituto de Medicina Tropical de São Paulo
dc.source.none.fl_str_mv Revista do Instituto de Medicina Tropical de São Paulo; Vol. 65 (2023); e53
Revista do Instituto de Medicina Tropical de São Paulo; v. 65 (2023); e53
Revista do Instituto de Medicina Tropical de São Paulo; Vol. 65 (2023); e53
1678-9946
0036-4665
reponame:Revista do Instituto de Medicina Tropical de São Paulo
instname:Instituto de Medicina Tropical (IMT)
instacron:IMT
instname_str Instituto de Medicina Tropical (IMT)
instacron_str IMT
institution IMT
reponame_str Revista do Instituto de Medicina Tropical de São Paulo
collection Revista do Instituto de Medicina Tropical de São Paulo
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