ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2018
Prognostic Models for 9-Month Mortality in Tuberculous Meningitis.
Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 3 of them syntheses that pooled it.
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Who cites it
49 citing papers in PubMed, 3 syntheses or guidelines pooled it, 113 citations in OpenAlex.
- A clinical practice guideline for tuberculous meningitis.The Lancet. Infectious diseases · 2026Guideline
- Prevalence, incidence, and case fatality of tuberculous meningitis in adults living with HIV: a systematic review and meta-analysis.BMC public health · 2024Pooled it
- A systematic review and meta-analysis of the diagnostic accuracy of metagenomic next-generation sequencing for diagnosing tuberculous meningitis.Frontiers in immunology · 2023Pooled it
- Genotype-stratified adjunctive dexamethasone for tuberculous meningitis in HIV-negative adults: a randomized controlled phase 3 trial.Nature medicine · 2026Trial
- Clinical and social determinants of treatment outcomes in central nervous system tuberculosis in a high-resource setting: a retrospective cohort study.BMC infectious diseases · 2026Article
- Insights from LC-MS-based cerebrospinal fluid metabolomics in tuberculous meningitis.Frontiers in molecular biosciences · 2026Article
- Neurological complication burden and in-hospital mortality in non-HIV tuberculous meningitis across the lifespan: a retrospective cohort study.Frontiers in medicine · 2026Article
- PPD skin test positivity and in-hospital mortality across age groups in non-HIV tuberculous meningitis: a retrospective cohort study.Frontiers in neurology · 2026Article
- Drug-induced liver injury as a strong independent predictor of in-hospital mortality in tuberculous meningitis: potential age-related effect modification suggested in a large lifespan cohort.Frontiers in medicine · 2026Article
- Predictors of Tuberculous Meningitis Mortality Among Persons with HIV in Mozambique.Tropical medicine and infectious disease · 2025Article
- The Clinical and Epidemiologic Factors Associated with Mortality in Tuberculous Meningitis in Ceará State, Brazil.The American journal of tropical medicine and hygiene · 2025Article
- Mortality predictors and diagnostic challenges in adult tuberculous meningitis: a retrospective cohort of 100 patients.Tropical medicine and health · 2025Article
- Data-driven targets for predicting outcomes in patients with HIV infection and tuberculous meningitis in China.BMJ neurology open · 2025Article
- Convolutional neural network using magnetic resonance brain imaging to predict outcome from tuberculosis meningitis.PloS one · 2025Article
- Clinical Significance of Hyponatremia in Tuberculous Meningitis: A Prospective Cohort in Indonesia.Open forum infectious diseases · 2024Article
- Tuberculous meningitis associated with the absence of pleocytosis in cerebrospinal fluid in an immunocompetent patient: A case report.IJID regions · 2024Article
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- Computer-aided prognosis of tuberculous meningitis combining imaging and non-imaging data.Scientific reports · 2024Article
- Targeted sequencing from cerebrospinal fluid for rapid identification of drug-resistant tuberculous meningitis.Journal of clinical microbiology · 2024Article
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18 authors at 3 institutions in 2 countries.
Funding
Abstract
Background: Tuberculous meningitis (TBM) is the most severe form of extrapulmonary tuberculosis. We developed and validated prognostic models for 9-month mortality in adults with TBM, with or without human immunodeficiency virus (HIV) infection. Methods: We included 1699 subjects from 4 randomized clinical trials and 1 prospective observational study conducted at 2 major referral hospitals in Southern Vietnam from 2001-2015. Modeling was based on multivariable Cox proportional hazards regression. The final prognostic models were validated internally and temporally and were displayed using nomograms and a Web-based app (https://thaole.shinyapps.io/tbmapp/). Results: 951 HIV-uninfected and 748 HIV-infected subjects with TBM were included; 219 of 951 (23.0%) and 384 of 748 (51.3%) died during 9-month follow-up. Common predictors for increased mortality in both populations were higher Medical Research Council (MRC) disease severity grade and lower cerebrospinal fluid lymphocyte cell count. In HIV-uninfected subjects, older age, previous tuberculosis, not receiving adjunctive dexamethasone, and focal neurological signs were additional risk factors; in HIV-infected subjects, lower weight, lower peripheral blood CD4 cell count, and abnormal plasma sodium were additional risk factors. The areas under the receiver operating characteristic curves (AUCs) for the final prognostic models were 0.77 (HIV-uninfected population) and 0.78 (HIV-infected population), demonstrating better discrimination than the MRC grade (AUC, 0.66 and 0.70) or Glasgow Coma Scale score (AUC, 0.68 and 0.71) alone. Conclusions: The developed models showed good performance and could be used in clinical practice to assist physicians in identifying patients with TBM at high risk of death and with increased need of supportive care.
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