Associations of SARS-CoV-2 cycle threshold values with age, gender, sample collection setting, and pandemic period
Autor(a) principal: | |
---|---|
Data de Publicação: | 2023 |
Outros Autores: | , , , , |
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. |
id |
IMT-1_455fbb073c65f369a41f0284a83f9504 |
---|---|
oai_identifier_str |
oai:revistas.usp.br:article/218900 |
network_acronym_str |
IMT-1 |
network_name_str |
Revista do Instituto de Medicina Tropical de São Paulo |
repository_id_str |
|
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 |
repository.name.fl_str_mv |
Revista do Instituto de Medicina Tropical de São Paulo - Instituto de Medicina Tropical (IMT) |
repository.mail.fl_str_mv |
||revimtsp@usp.br |
_version_ |
1798951636611104768 |