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A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis
Tuberculosis imposes high human and economic tolls, including in Europe. This study was conducted to develop a severity assessment tool for stratifying mortality risk in pulmonary tuberculosis (PTB) patients. A derivation cohort of 681 PTB cases was retrospectively reviewed to generate a model based...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5026366/ https://www.ncbi.nlm.nih.gov/pubmed/27636095 http://dx.doi.org/10.1371/journal.pone.0162797 |
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author | Bastos, Helder Novais Osório, Nuno S. Castro, António Gil Ramos, Angélica Carvalho, Teresa Meira, Leonor Araújo, David Almeida, Leonor Boaventura, Rita Fragata, Patrícia Chaves, Catarina Costa, Patrício Portela, Miguel Ferreira, Ivo Magalhães, Sara Pinto Rodrigues, Fernando Sarmento-Castro, Rui Duarte, Raquel Guimarães, João Tiago Saraiva, Margarida |
author_facet | Bastos, Helder Novais Osório, Nuno S. Castro, António Gil Ramos, Angélica Carvalho, Teresa Meira, Leonor Araújo, David Almeida, Leonor Boaventura, Rita Fragata, Patrícia Chaves, Catarina Costa, Patrício Portela, Miguel Ferreira, Ivo Magalhães, Sara Pinto Rodrigues, Fernando Sarmento-Castro, Rui Duarte, Raquel Guimarães, João Tiago Saraiva, Margarida |
author_sort | Bastos, Helder Novais |
collection | PubMed |
description | Tuberculosis imposes high human and economic tolls, including in Europe. This study was conducted to develop a severity assessment tool for stratifying mortality risk in pulmonary tuberculosis (PTB) patients. A derivation cohort of 681 PTB cases was retrospectively reviewed to generate a model based on multiple logistic regression analysis of prognostic variables with 6-month mortality as the outcome measure. A clinical scoring system was developed and tested against a validation cohort of 103 patients. Five risk features were selected for the prediction model: hypoxemic respiratory failure (OR 4.7, 95% CI 2.8–7.9), age ≥50 years (OR 2.9, 95% CI 1.7–4.8), bilateral lung involvement (OR 2.5, 95% CI 1.4–4.4), ≥1 significant comorbidity—HIV infection, diabetes mellitus, liver failure or cirrhosis, congestive heart failure and chronic respiratory disease–(OR 2.3, 95% CI 1.3–3.8), and hemoglobin <12 g/dL (OR 1.8, 95% CI 1.1–3.1). A tuberculosis risk assessment tool (TReAT) was developed, stratifying patients with low (score ≤2), moderate (score 3–5) and high (score ≥6) mortality risk. The mortality associated with each group was 2.9%, 22.9% and 53.9%, respectively. The model performed equally well in the validation cohort. We provide a new, easy-to-use clinical scoring system to identify PTB patients with high-mortality risk in settings with good healthcare access, helping clinicians to decide which patients are in need of closer medical care during treatment. |
format | Online Article Text |
id | pubmed-5026366 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-50263662016-09-27 A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis Bastos, Helder Novais Osório, Nuno S. Castro, António Gil Ramos, Angélica Carvalho, Teresa Meira, Leonor Araújo, David Almeida, Leonor Boaventura, Rita Fragata, Patrícia Chaves, Catarina Costa, Patrício Portela, Miguel Ferreira, Ivo Magalhães, Sara Pinto Rodrigues, Fernando Sarmento-Castro, Rui Duarte, Raquel Guimarães, João Tiago Saraiva, Margarida PLoS One Research Article Tuberculosis imposes high human and economic tolls, including in Europe. This study was conducted to develop a severity assessment tool for stratifying mortality risk in pulmonary tuberculosis (PTB) patients. A derivation cohort of 681 PTB cases was retrospectively reviewed to generate a model based on multiple logistic regression analysis of prognostic variables with 6-month mortality as the outcome measure. A clinical scoring system was developed and tested against a validation cohort of 103 patients. Five risk features were selected for the prediction model: hypoxemic respiratory failure (OR 4.7, 95% CI 2.8–7.9), age ≥50 years (OR 2.9, 95% CI 1.7–4.8), bilateral lung involvement (OR 2.5, 95% CI 1.4–4.4), ≥1 significant comorbidity—HIV infection, diabetes mellitus, liver failure or cirrhosis, congestive heart failure and chronic respiratory disease–(OR 2.3, 95% CI 1.3–3.8), and hemoglobin <12 g/dL (OR 1.8, 95% CI 1.1–3.1). A tuberculosis risk assessment tool (TReAT) was developed, stratifying patients with low (score ≤2), moderate (score 3–5) and high (score ≥6) mortality risk. The mortality associated with each group was 2.9%, 22.9% and 53.9%, respectively. The model performed equally well in the validation cohort. We provide a new, easy-to-use clinical scoring system to identify PTB patients with high-mortality risk in settings with good healthcare access, helping clinicians to decide which patients are in need of closer medical care during treatment. Public Library of Science 2016-09-16 /pmc/articles/PMC5026366/ /pubmed/27636095 http://dx.doi.org/10.1371/journal.pone.0162797 Text en © 2016 Bastos et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bastos, Helder Novais Osório, Nuno S. Castro, António Gil Ramos, Angélica Carvalho, Teresa Meira, Leonor Araújo, David Almeida, Leonor Boaventura, Rita Fragata, Patrícia Chaves, Catarina Costa, Patrício Portela, Miguel Ferreira, Ivo Magalhães, Sara Pinto Rodrigues, Fernando Sarmento-Castro, Rui Duarte, Raquel Guimarães, João Tiago Saraiva, Margarida A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis |
title | A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis |
title_full | A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis |
title_fullStr | A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis |
title_full_unstemmed | A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis |
title_short | A Prediction Rule to Stratify Mortality Risk of Patients with Pulmonary Tuberculosis |
title_sort | prediction rule to stratify mortality risk of patients with pulmonary tuberculosis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5026366/ https://www.ncbi.nlm.nih.gov/pubmed/27636095 http://dx.doi.org/10.1371/journal.pone.0162797 |
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