Unknown

Dataset Information

0

Prognostic score to predict mortality during TB treatment in TB/HIV co-infected patients.


ABSTRACT: Background: Estimating mortality risk during TB treatment in HIV co-infected patients is challenging for health professionals, especially in a low TB prevalence population, due to the lack of a standardized prognostic system. The current study aimed to develop and validate a simple mortality prognostic scoring system for TB/HIV co-infected patients.

Methods: Using data from the CDC's Tuberculosis Genotyping Information Management System of TB patients in Texas reported from 01/2010 through 12/2016, age ?15 years, HIV(+), and outcome being "completed" or "died", we developed and internally validated a mortality prognostic score using multiple logistic regression. Model discrimination was determined by the area under the receiver operating characteristic (ROC) curve (AUC). The model's good calibration was determined by a non-significant Hosmer-Lemeshow's goodness of fit test.

Results: Among the 450 patients included in the analysis, 57 (12.7%) died during TB treatment. The final prognostic score used six characteristics (age, residence in long-term care facility, meningeal TB, chest x-ray, culture positive, and culture not converted/unknown), which are routinely collected by TB programs. Prognostic scores were categorized into three groups that predicted mortality: low-risk (<20 points), medium-risk (20-25 points) and high-risk (>25 points). The model had good discrimination and calibration (AUC = 0.82; 0.80 in bootstrap validation), and a non-significant Hosmer-Lemeshow test p = 0.71.

Conclusion: Our simple validated mortality prognostic scoring system can be a practical tool for health professionals in identifying TB/HIV co-infected patients with high mortality risk.

SUBMITTER: Nguyen DT 

PROVIDER: S-EPMC5901929 | biostudies-literature | 2018

REPOSITORIES: biostudies-literature

altmetric image

Publications

Prognostic score to predict mortality during TB treatment in TB/HIV co-infected patients.

Nguyen Duc T DT   Jenkins Helen E HE   Graviss Edward A EA  

PloS one 20180416 4


<h4>Background</h4>Estimating mortality risk during TB treatment in HIV co-infected patients is challenging for health professionals, especially in a low TB prevalence population, due to the lack of a standardized prognostic system. The current study aimed to develop and validate a simple mortality prognostic scoring system for TB/HIV co-infected patients.<h4>Methods</h4>Using data from the CDC's Tuberculosis Genotyping Information Management System of TB patients in Texas reported from 01/2010  ...[more]

Similar Datasets

| S-EPMC6293190 | biostudies-literature
2014-03-05 | GSE50835 | GEO
2014-03-05 | GSE50834 | GEO
2014-03-05 | E-GEOD-50835 | biostudies-arrayexpress
2014-03-05 | E-GEOD-50834 | biostudies-arrayexpress
| S-EPMC6941240 | biostudies-literature