Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach

ABSTRACT: A latent tuberculosis infection (LTBI) prevalence survey was conducted using tuberculin skin test (TST) and Quantiferon test (QFT) in 1218 healthcare workers (HCWs) in Medellín, Colombia. In order to improve the prevalence estimates, a latent class model was built using a Bayesian approach...

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Autores:
Ochoa Acosta, Jesús Ernesto
León Álvarez, Alba Luz
Arbeláez Montoya, María Patricia
Ramírez, I. C
Lopera, C. M.
Bernal, Elissa
Tipo de recurso:
Article of investigation
Fecha de publicación:
2017
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/38380
Acceso en línea:
https://hdl.handle.net/10495/38380
Palabra clave:
Análisis de Clases Latentes
Latent Class Analysis
Exposición Profesional
Occupational Exposure
Sensibilidad y Especificidad
Sensitivity and Specificity
Tuberculosis
Teorema de Bayes
Bayes Theorem
Colombia - epidemiología
Colombia - epidemiology
Ensayos de Liberación de Interferón gamma
Interferon-gamma Release Tests
Colombia - epidemiology
https://id.nlm.nih.gov/mesh/D000077272
https://id.nlm.nih.gov/mesh/D016273
https://id.nlm.nih.gov/mesh/D012680
https://id.nlm.nih.gov/mesh/D014376
https://id.nlm.nih.gov/mesh/D001499
https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D059425
Rights
openAccess
License
https://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.title.spa.fl_str_mv Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
title Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
spellingShingle Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
Análisis de Clases Latentes
Latent Class Analysis
Exposición Profesional
Occupational Exposure
Sensibilidad y Especificidad
Sensitivity and Specificity
Tuberculosis
Teorema de Bayes
Bayes Theorem
Colombia - epidemiología
Colombia - epidemiology
Ensayos de Liberación de Interferón gamma
Interferon-gamma Release Tests
Colombia - epidemiology
https://id.nlm.nih.gov/mesh/D000077272
https://id.nlm.nih.gov/mesh/D016273
https://id.nlm.nih.gov/mesh/D012680
https://id.nlm.nih.gov/mesh/D014376
https://id.nlm.nih.gov/mesh/D001499
https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D059425
title_short Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
title_full Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
title_fullStr Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
title_full_unstemmed Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
title_sort Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach
dc.creator.fl_str_mv Ochoa Acosta, Jesús Ernesto
León Álvarez, Alba Luz
Arbeláez Montoya, María Patricia
Ramírez, I. C
Lopera, C. M.
Bernal, Elissa
dc.contributor.author.none.fl_str_mv Ochoa Acosta, Jesús Ernesto
León Álvarez, Alba Luz
Arbeláez Montoya, María Patricia
Ramírez, I. C
Lopera, C. M.
Bernal, Elissa
dc.contributor.researchgroup.spa.fl_str_mv Epidemiología
dc.subject.decs.none.fl_str_mv Análisis de Clases Latentes
Latent Class Analysis
Exposición Profesional
Occupational Exposure
Sensibilidad y Especificidad
Sensitivity and Specificity
Tuberculosis
Teorema de Bayes
Bayes Theorem
Colombia - epidemiología
Colombia - epidemiology
Ensayos de Liberación de Interferón gamma
Interferon-gamma Release Tests
topic Análisis de Clases Latentes
Latent Class Analysis
Exposición Profesional
Occupational Exposure
Sensibilidad y Especificidad
Sensitivity and Specificity
Tuberculosis
Teorema de Bayes
Bayes Theorem
Colombia - epidemiología
Colombia - epidemiology
Ensayos de Liberación de Interferón gamma
Interferon-gamma Release Tests
Colombia - epidemiology
https://id.nlm.nih.gov/mesh/D000077272
https://id.nlm.nih.gov/mesh/D016273
https://id.nlm.nih.gov/mesh/D012680
https://id.nlm.nih.gov/mesh/D014376
https://id.nlm.nih.gov/mesh/D001499
https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D059425
dc.subject.proposal.spa.fl_str_mv Colombia - epidemiology
dc.subject.meshuri.none.fl_str_mv https://id.nlm.nih.gov/mesh/D000077272
https://id.nlm.nih.gov/mesh/D016273
https://id.nlm.nih.gov/mesh/D012680
https://id.nlm.nih.gov/mesh/D014376
https://id.nlm.nih.gov/mesh/D001499
https://id.nlm.nih.gov/mesh/D003105
https://id.nlm.nih.gov/mesh/D059425
description ABSTRACT: A latent tuberculosis infection (LTBI) prevalence survey was conducted using tuberculin skin test (TST) and Quantiferon test (QFT) in 1218 healthcare workers (HCWs) in Medellín, Colombia. In order to improve the prevalence estimates, a latent class model was built using a Bayesian approach with informative priors on the sensitivity and specificity of the TST. The proportion of concordant results (TST+,QFT+) was 41% and the discordant results contributed 27%. The marginal estimate of the prevalence P(LTBI+) was 62·1% [95% credible interval (CrI) 53·0–68·2]. The probability of LTBI+ given positive results for both tests was 99·6% (95% CrI 98·1–99·9). Sensitivity was 88·5 for TST and 74·3 for QFT, and specificity was 87·8 for TST and 97·6 for QFT. A high LTBI prevalence was found in HCWs with time-accumulated exposure in hospitals that lack control plans. In a context of intermediate tuberculosis (TB) incidence it is recommended to use only one test (either QFT or TST) in prevalence surveys or as pre-employment tests. Results will be useful to help implement TB infection control plans in hospitals where HCWs may be repeatedly exposed to unnoticed TB patients, and to inform the design of TB control policies.
publishDate 2017
dc.date.issued.none.fl_str_mv 2017
dc.date.accessioned.none.fl_str_mv 2024-02-28T23:53:50Z
dc.date.available.none.fl_str_mv 2024-02-28T23:53:50Z
dc.type.spa.fl_str_mv Artículo de investigación
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dc.identifier.citation.spa.fl_str_mv Ochoa Acosta JE, León A.L, Arbeláez Montoya MP, Ramírez IC, Lopera CM, Bernal E. Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach. Epidemiol. Infect [Internet] 2017 [Consultado año mes día]; 145:1095–1106. Disponible en: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507830/pdf/S0950268816003150a.pdf
dc.identifier.issn.none.fl_str_mv 0950-2688
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/38380
dc.identifier.doi.none.fl_str_mv 10.1017/S0950268816003150
dc.identifier.eissn.none.fl_str_mv 1469-4409
identifier_str_mv Ochoa Acosta JE, León A.L, Arbeláez Montoya MP, Ramírez IC, Lopera CM, Bernal E. Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach. Epidemiol. Infect [Internet] 2017 [Consultado año mes día]; 145:1095–1106. Disponible en: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507830/pdf/S0950268816003150a.pdf
0950-2688
10.1017/S0950268816003150
1469-4409
url https://hdl.handle.net/10495/38380
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv Epidemiol. Infect.
dc.relation.citationendpage.spa.fl_str_mv 1106
dc.relation.citationissue.spa.fl_str_mv 6
dc.relation.citationstartpage.spa.fl_str_mv 1095
dc.relation.citationvolume.spa.fl_str_mv 145
dc.relation.ispartofjournal.spa.fl_str_mv Epidemiology and Infection
dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.format.extent.spa.fl_str_mv 12 páginas
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dc.publisher.spa.fl_str_mv Cambridge University Press
dc.publisher.place.spa.fl_str_mv Cambridge, Inglaterra
institution Universidad de Antioquia
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spelling Ochoa Acosta, Jesús ErnestoLeón Álvarez, Alba LuzArbeláez Montoya, María PatriciaRamírez, I. CLopera, C. M.Bernal, ElissaEpidemiología2024-02-28T23:53:50Z2024-02-28T23:53:50Z2017Ochoa Acosta JE, León A.L, Arbeláez Montoya MP, Ramírez IC, Lopera CM, Bernal E. Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approach. Epidemiol. Infect [Internet] 2017 [Consultado año mes día]; 145:1095–1106. Disponible en: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507830/pdf/S0950268816003150a.pdf0950-2688https://hdl.handle.net/10495/3838010.1017/S09502688160031501469-4409ABSTRACT: A latent tuberculosis infection (LTBI) prevalence survey was conducted using tuberculin skin test (TST) and Quantiferon test (QFT) in 1218 healthcare workers (HCWs) in Medellín, Colombia. In order to improve the prevalence estimates, a latent class model was built using a Bayesian approach with informative priors on the sensitivity and specificity of the TST. The proportion of concordant results (TST+,QFT+) was 41% and the discordant results contributed 27%. The marginal estimate of the prevalence P(LTBI+) was 62·1% [95% credible interval (CrI) 53·0–68·2]. The probability of LTBI+ given positive results for both tests was 99·6% (95% CrI 98·1–99·9). Sensitivity was 88·5 for TST and 74·3 for QFT, and specificity was 87·8 for TST and 97·6 for QFT. A high LTBI prevalence was found in HCWs with time-accumulated exposure in hospitals that lack control plans. In a context of intermediate tuberculosis (TB) incidence it is recommended to use only one test (either QFT or TST) in prevalence surveys or as pre-employment tests. Results will be useful to help implement TB infection control plans in hospitals where HCWs may be repeatedly exposed to unnoticed TB patients, and to inform the design of TB control policies.Universidad de Antioquia. Vicerrectoría de investigación. Comité para el Desarrollo de la Investigación - CODIColombia. Ministerio de Ciencia Tecnología e Innovación - MinicienciasMetrosaludDepartamento de Salud de MedellínCOL000436212 páginasapplication/pdfengCambridge University PressCambridge, Inglaterrahttps://creativecommons.org/licenses/by-nc-nd/4.0/http://creativecommons.org/licenses/by-nc-nd/2.5/co/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Prevalence of tuberculosis infection in healthcare workers of the public hospital network in Medellín, Colombia: a Bayesian approachArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAnálisis de Clases LatentesLatent Class AnalysisExposición ProfesionalOccupational ExposureSensibilidad y EspecificidadSensitivity and SpecificityTuberculosisTeorema de BayesBayes TheoremColombia - epidemiologíaColombia - epidemiologyEnsayos de Liberación de Interferón gammaInterferon-gamma Release TestsColombia - epidemiologyhttps://id.nlm.nih.gov/mesh/D000077272https://id.nlm.nih.gov/mesh/D016273https://id.nlm.nih.gov/mesh/D012680https://id.nlm.nih.gov/mesh/D014376https://id.nlm.nih.gov/mesh/D001499https://id.nlm.nih.gov/mesh/D003105https://id.nlm.nih.gov/mesh/D059425Epidemiol. 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