Predicting pulmonary tuberculosis in immigrants: a retrospective cohort study
Our objective was to investigate whether pulmonary tuberculosis (PTB) can be predicted from features of a targeted medical history and basic laboratory investigations in immigrants. A retrospective cohort of 391 foreign-born adults referred to the Edmonton Tuberculosis Clinic (Edmonton, AB, Canada)...
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2018-04-01
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doaj-a9ccd9a10ede4494afaef4829d95b4772020-11-25T00:47:40ZengEuropean Respiratory SocietyERJ Open Research2312-05412018-04-014210.1183/23120541.00170-201700170-2017Predicting pulmonary tuberculosis in immigrants: a retrospective cohort studyCourtney Heffernan0Alexander Doroshenko1Mary Lou Egedahl2James Barrie3Ambikaipakan Senthilselvan4Richard Long5 Tuberculosis Program Evaluation and Research Unit, Dept of Medicine, University of Alberta, Edmonton, AB, Canada Tuberculosis Program Evaluation and Research Unit, Dept of Medicine, University of Alberta, Edmonton, AB, Canada Tuberculosis Program Evaluation and Research Unit, Dept of Medicine, University of Alberta, Edmonton, AB, Canada Dept of Radiology, University of Alberta, Edmonton, AB, Canada School of Public Health, University of Alberta, Edmonton, AB, Canada Tuberculosis Program Evaluation and Research Unit, Dept of Medicine, University of Alberta, Edmonton, AB, Canada Our objective was to investigate whether pulmonary tuberculosis (PTB) can be predicted from features of a targeted medical history and basic laboratory investigations in immigrants. A retrospective cohort of 391 foreign-born adults referred to the Edmonton Tuberculosis Clinic (Edmonton, AB, Canada) was studied using multiple logistic regression analysis to predict PTB. Seven characteristics of disease were used as explanatory variables. Cross-validation assessed performance. Each predictor was tested on two outcomes: “culture-positive” and “smear-positive”. Receiver operating characteristic (ROC) curves were generated and the area under the ROC curve (AUC) was quantified. Symptoms, subacute duration of symptoms, risk factors for reactivation of latent TB infection and anaemia were all associated with a positive culture (adjusted OR 1.79, 2.24, 1.72 and 2.28, respectively; p<0.05). Symptoms, inappropriate prescription of broad-spectrum antibiotics and a “typical” chest radiograph were associated with smear-positive PTB (adjusted OR 2.91, 1.55 and 12.34, respectively; p<0.05). ROC curve analysis was used to test each model, yielding AUC=0.91 for the outcome “culture-positive” disease and AUC=0.94 for the outcome “smear-positive” disease. PTB among the foreign-born can be predicted from a targeted medical history and basic laboratory investigations, raising the threshold of suspicion in settings where the disease is relatively rare.http://openres.ersjournals.com/content/4/2/00170-2017.full |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Courtney Heffernan Alexander Doroshenko Mary Lou Egedahl James Barrie Ambikaipakan Senthilselvan Richard Long |
spellingShingle |
Courtney Heffernan Alexander Doroshenko Mary Lou Egedahl James Barrie Ambikaipakan Senthilselvan Richard Long Predicting pulmonary tuberculosis in immigrants: a retrospective cohort study ERJ Open Research |
author_facet |
Courtney Heffernan Alexander Doroshenko Mary Lou Egedahl James Barrie Ambikaipakan Senthilselvan Richard Long |
author_sort |
Courtney Heffernan |
title |
Predicting pulmonary tuberculosis in immigrants: a retrospective cohort study |
title_short |
Predicting pulmonary tuberculosis in immigrants: a retrospective cohort study |
title_full |
Predicting pulmonary tuberculosis in immigrants: a retrospective cohort study |
title_fullStr |
Predicting pulmonary tuberculosis in immigrants: a retrospective cohort study |
title_full_unstemmed |
Predicting pulmonary tuberculosis in immigrants: a retrospective cohort study |
title_sort |
predicting pulmonary tuberculosis in immigrants: a retrospective cohort study |
publisher |
European Respiratory Society |
series |
ERJ Open Research |
issn |
2312-0541 |
publishDate |
2018-04-01 |
description |
Our objective was to investigate whether pulmonary tuberculosis (PTB) can be predicted from features of a targeted medical history and basic laboratory investigations in immigrants. A retrospective cohort of 391 foreign-born adults referred to the Edmonton Tuberculosis Clinic (Edmonton, AB, Canada) was studied using multiple logistic regression analysis to predict PTB. Seven characteristics of disease were used as explanatory variables. Cross-validation assessed performance. Each predictor was tested on two outcomes: “culture-positive” and “smear-positive”. Receiver operating characteristic (ROC) curves were generated and the area under the ROC curve (AUC) was quantified. Symptoms, subacute duration of symptoms, risk factors for reactivation of latent TB infection and anaemia were all associated with a positive culture (adjusted OR 1.79, 2.24, 1.72 and 2.28, respectively; p<0.05). Symptoms, inappropriate prescription of broad-spectrum antibiotics and a “typical” chest radiograph were associated with smear-positive PTB (adjusted OR 2.91, 1.55 and 12.34, respectively; p<0.05). ROC curve analysis was used to test each model, yielding AUC=0.91 for the outcome “culture-positive” disease and AUC=0.94 for the outcome “smear-positive” disease. PTB among the foreign-born can be predicted from a targeted medical history and basic laboratory investigations, raising the threshold of suspicion in settings where the disease is relatively rare. |
url |
http://openres.ersjournals.com/content/4/2/00170-2017.full |
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