ArticlePloS one2018
Prognostic score to predict mortality during TB treatment in TB/HIV co-infected patients.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled it.
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16 citing papers in PubMed, 2 syntheses or guidelines pooled it, 22 citations in OpenAlex.
- Burden of mortality and its predictors among TB-HIV co-infected patients in Ethiopia: Systematic review and meta-analysis.PloS one · 2024Pooled it
- Systematic review of prediction models for pulmonary tuberculosis treatment outcomes in adults.BMJ open · 2021Pooled it
- Article
- Explainable machine learning for predicting clinical outcomes in HIV/TB co-infection: a comparative retrospective study.BMC infectious diseases · 2025Article
- Development and validation of clinical prediction score for mortality in tuberculosis patients.Narra J · 2025Article
- Predictors of Longitudinal Viral Load count and Survival Time to Death Among Adult TB/HIV Coinfected Patients Treated at Two Selected Amhara Region Comprehensive Specialized Hospitals, Ethiopia.Health science reports · 2025Article
- Modeling Survival Time to Death Among TB and HIV Co-infected Adult Patients: an Institution-Based Retrospective Cohort Study.Journal of racial and ethnic health disparities · 2023Article
- Development of prognostic scoring system for predicting 1-year mortality among pulmonary tuberculosis patients in South India.Journal of public health (Oxford, England) · 2023Observational
- Survival rate and predictors of mortality among TB/HIV co-infected adult patients: retrospective cohort study.Scientific reports · 2022Article
- Performance Analysis of the National Early Warning Score and Modified Early Warning Score in the Adaptive COVID-19 Treatment Trial Cohort.Critical care explorations · 2021Article
- Tuberculosis Treatment Outcome in Patients with TB-HIV Coinfection in Kuala Lumpur, Malaysia.Journal of tropical medicine · 2021Article
- Tuberculosis among Children and Adolescents at HIV Treatment Centers in Sub-Saharan Africa.Emerging infectious diseases · 2020Article
- Effectiveness of Intravenous Isoniazid and Ethambutol Administration in Patients with Tuberculosis Meningoencephalitis and HIV Infection.Tuberculosis and respiratory diseases · 2020Article
- Article
- Development and validation of a risk score to predict mortality during TB treatment in patients with TB-diabetes comorbidity.BMC infectious diseases · 2019Article
- Trends of tuberculosis meningitis and associated mortality in Texas, 2010-2017, a large population-based analysis.PloS one · 2019Article
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundEstimating 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.
methodsUsing 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.
resultsAmong 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.
conclusionOur 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.
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