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Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis

BACKGROUND: Multidrug-resistant tuberculosis (MDR-TB), resistance to at least isoniazid and rifampin, is a worldwide problem. OBJECTIVE: To develop a clinical prediction rule to stratify risk for MDR-TB among patients with pulmonary tuberculosis. METHODS: Derivation and internal validation of the ru...

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Autores principales: Martínez, Dalila, Heudebert, Gustavo, Seas, Carlos, Henostroza, German, Rodriguez, Martin, Zamudio, Carlos, Centor, Robert M., Herrera, Cesar, Gotuzzo, Eduardo, Estrada, Carlos
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2920322/
https://www.ncbi.nlm.nih.gov/pubmed/20711459
http://dx.doi.org/10.1371/journal.pone.0012082
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author Martínez, Dalila
Heudebert, Gustavo
Seas, Carlos
Henostroza, German
Rodriguez, Martin
Zamudio, Carlos
Centor, Robert M.
Herrera, Cesar
Gotuzzo, Eduardo
Estrada, Carlos
author_facet Martínez, Dalila
Heudebert, Gustavo
Seas, Carlos
Henostroza, German
Rodriguez, Martin
Zamudio, Carlos
Centor, Robert M.
Herrera, Cesar
Gotuzzo, Eduardo
Estrada, Carlos
author_sort Martínez, Dalila
collection PubMed
description BACKGROUND: Multidrug-resistant tuberculosis (MDR-TB), resistance to at least isoniazid and rifampin, is a worldwide problem. OBJECTIVE: To develop a clinical prediction rule to stratify risk for MDR-TB among patients with pulmonary tuberculosis. METHODS: Derivation and internal validation of the rule among adult patients prospectively recruited from 37 health centers (Perú), either a) presenting with a positive acid-fast bacillus smear, or b) had failed therapy or had a relapse within the first 12 months. RESULTS: Among 964 patients, 82 had MDR-TB (prevalence, 8.5%). Variables included were MDR-TB contact within the family, previous tuberculosis, cavitary radiologic pattern, and abnormal lung exam. The area under the receiver-operating curve (AUROC) was 0.76. Selecting a cut-off score of one or greater resulted in a sensitivity of 72.6%, specificity of 62.8%, likelihood ratio (LR) positive of 1.95, and LR negative of 0.44. Similarly, selecting a cut-off score of two or greater resulted in a sensitivity of 60.8%, specificity of 87.5%, LR positive of 4.85, and LR negative of 0.45. Finally, selecting a cut-off score of three or greater resulted in a sensitivity of 45.1%, specificity of 95.3%, LR positive of 9.56, and LR negative of 0.58. CONCLUSION: A simple clinical prediction rule at presentation can stratify risk for MDR-TB. If further validated, the rule could be used for management decisions in resource-limited areas.
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spelling pubmed-29203222010-08-13 Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis Martínez, Dalila Heudebert, Gustavo Seas, Carlos Henostroza, German Rodriguez, Martin Zamudio, Carlos Centor, Robert M. Herrera, Cesar Gotuzzo, Eduardo Estrada, Carlos PLoS One Research Article BACKGROUND: Multidrug-resistant tuberculosis (MDR-TB), resistance to at least isoniazid and rifampin, is a worldwide problem. OBJECTIVE: To develop a clinical prediction rule to stratify risk for MDR-TB among patients with pulmonary tuberculosis. METHODS: Derivation and internal validation of the rule among adult patients prospectively recruited from 37 health centers (Perú), either a) presenting with a positive acid-fast bacillus smear, or b) had failed therapy or had a relapse within the first 12 months. RESULTS: Among 964 patients, 82 had MDR-TB (prevalence, 8.5%). Variables included were MDR-TB contact within the family, previous tuberculosis, cavitary radiologic pattern, and abnormal lung exam. The area under the receiver-operating curve (AUROC) was 0.76. Selecting a cut-off score of one or greater resulted in a sensitivity of 72.6%, specificity of 62.8%, likelihood ratio (LR) positive of 1.95, and LR negative of 0.44. Similarly, selecting a cut-off score of two or greater resulted in a sensitivity of 60.8%, specificity of 87.5%, LR positive of 4.85, and LR negative of 0.45. Finally, selecting a cut-off score of three or greater resulted in a sensitivity of 45.1%, specificity of 95.3%, LR positive of 9.56, and LR negative of 0.58. CONCLUSION: A simple clinical prediction rule at presentation can stratify risk for MDR-TB. If further validated, the rule could be used for management decisions in resource-limited areas. Public Library of Science 2010-08-11 /pmc/articles/PMC2920322/ /pubmed/20711459 http://dx.doi.org/10.1371/journal.pone.0012082 Text en This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Martínez, Dalila
Heudebert, Gustavo
Seas, Carlos
Henostroza, German
Rodriguez, Martin
Zamudio, Carlos
Centor, Robert M.
Herrera, Cesar
Gotuzzo, Eduardo
Estrada, Carlos
Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis
title Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis
title_full Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis
title_fullStr Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis
title_full_unstemmed Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis
title_short Clinical Prediction Rule for Stratifying Risk of Pulmonary Multidrug-Resistant Tuberculosis
title_sort clinical prediction rule for stratifying risk of pulmonary multidrug-resistant tuberculosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2920322/
https://www.ncbi.nlm.nih.gov/pubmed/20711459
http://dx.doi.org/10.1371/journal.pone.0012082
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