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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...
Autores principales: | , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2010
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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. |
format | Text |
id | pubmed-2920322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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