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...
- 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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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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http://purl.org/coar/resource_type/c_2df8fbb1 |
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https://purl.org/redcol/resource_type/ART |
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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 |
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0950-2688 |
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https://hdl.handle.net/10495/38380 |
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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 |
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https://hdl.handle.net/10495/38380 |
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eng |
| language |
eng |
| dc.relation.ispartofjournalabbrev.spa.fl_str_mv |
Epidemiol. Infect. |
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1106 |
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6 |
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1095 |
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145 |
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Epidemiology and Infection |
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12 páginas |
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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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