Whole blood transcriptional profiles and the pathogenesis of tuberculous meningitis
Hoang Thanh Hai1, Le Thanh Hoang Nhat1, Trinh Thi Bich Tram1
1Oxford University Clinical Research Unit, Ho Chi Minh City, Viet Nam.
Abstract:
Mortality and morbidity from tuberculous meningitis (TBM) are common, primarily due to inflammatory response to Mycobacterium tuberculosis infection, yet the underlying mechanisms remain poorly understood. We aimed to uncover genes and pathways associated with TBM pathogenesis and mortality, and determine the best predictors of death, utilizing whole-blood RNA sequencing from 281 Vietnamese adults with TBM, 295 pulmonary tuberculosis (PTB), and 30 healthy controls. Through weighted gene co-expression network analysis, we identified hub genes and pathways linked to TBM severity and mortality, with a consensus analysis revealing distinct patterns between HIV-positive and HIV-negative individuals. We employed multivariate elastic-net Cox regression to select candidate predictors of death, then logistic regression and internal bootstrap validation to choose best predictors. Increased neutrophil activation and decreased T and B cell activation pathways were associated with TBM mortality. Among HIV-positive individuals, mortality associated with increased angiogenesis, while HIV-negative individuals exhibited elevated TNF signaling and impaired extracellular matrix organization. Four hub genes-MCEMP1, NELL2, ZNF354C, and CD4-were strong TBM mortality predictors. These findings indicate that TBM induces a systemic inflammatory response similar to PTB, highlighting critical genes and pathways related to death, offering insights for potential therapeutic targets alongside a novel four-gene biomarker for predicting outcomes.
Insights
Tuberculous meningitis (TBM) mortality is linked to inflammation. This study identified key genes and pathways, including neutrophil activation and T/B cell responses, predicting death and offering potential therapeutic targets.
Area of Science:
- Immunology
- Genetics
- Infectious Diseases
Background:
- Tuberculous meningitis (TBM) causes significant mortality and morbidity, largely due to inflammation from Mycobacterium tuberculosis.
- The precise mechanisms driving TBM pathogenesis and mortality remain incompletely understood.
- Identifying genetic and pathway-level differences can illuminate disease progression and inform treatment.
Purpose of the Study:
- To identify genes and molecular pathways associated with TBM pathogenesis and mortality.
- To determine the most effective predictors of death in TBM patients.
- To explore differences in TBM molecular signatures between HIV-positive and HIV-negative individuals.
Main Methods:
- Whole-blood RNA sequencing was performed on 281 TBM patients, 295 pulmonary tuberculosis (PTB) patients, and 30 healthy controls.
- Weighted gene co-expression network analysis (WGCNA) was used to identify key genes and pathways.
- Multivariate Cox regression and logistic regression models were employed to identify mortality predictors.
Main Results:
- Distinct gene expression patterns and pathway associations with mortality were observed between HIV-positive and HIV-negative TBM patients.
- Increased neutrophil activation and decreased T and B cell activation were significantly associated with TBM mortality.
- Four genes (MCEMP1, NELL2, ZNF354C, CD4) emerged as strong predictors of TBM mortality.
Conclusions:
- TBM induces a systemic inflammatory response comparable to PTB, with specific immune dysregulations contributing to mortality.
- Identifying these molecular pathways and predictive genes offers insights into potential therapeutic strategies for TBM.
- A novel four-gene biomarker has been identified for predicting TBM patient outcomes.
Related Concept Videos
Pulmonary Tuberculosis II
Here is a detailed explanation of its pathophysiology:
Transmission: The process begins when a person inhales droplet nuclei containing M. tuberculosis. These are typically released into the air when an individual with pulmonary or...
Pulmonary Tuberculosis III
The first classification is based on the development of the disease, and it includes the following categories:
Pulmonary Tuberculosis IV
Several diagnostic approaches are used to detect TB. The conventional method is the Tuberculin Skin Test (TST), also known as the Mantoux test. However, this method has...
Pulmonary Tuberculosis I
Causative Organism
The primary infectious agent causing tuberculosis is Mycobacterium tuberculosis, a slow-growing, acid-fast, aerobic rod that exhibits sensitivity to heat and ultraviolet light. Instances of Mycobacterium bovis and Mycobacterium avium contributing to the development of TB infection are rare.
Mode of...
General Transcription Factors
Transcription Factors


