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Distinct serum biosignatures are associated with different tuberculosis treatment outcomes
Katharina Ronacher1, Novel N Chegou2, Léanie Kleynhans2
1DST-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa; Mater Research Institute, The University of Queensland, Translational Research Institute, Brisbane, Queensland, Australia.
Identifying reliable biomarkers is crucial for predicting tuberculosis (TB) treatment success. This study developed a serum biosignature that accurately predicts TB relapse, aiding in personalized treatment strategies.
Area of Science:
- Immunology
- Infectious Diseases
- Biomarker Discovery
Background:
- Effective biomarkers are needed to monitor tuberculosis (TB) treatment response and predict patient outcomes.
- Understanding immune profile dynamics during TB therapy is essential for improving treatment strategies.
Purpose of the Study:
- To characterize immune profile changes during TB treatment.
- To define biosignatures associated with treatment outcomes, specifically relapse.
- To explore the feasibility of predictive models for TB relapse.
Main Methods:
- Multiplex cytokine array analysis of serum samples from TB patients (South Africa, Uganda, Brazil) before and during treatment.
- Measurement of 72 immune markers in patients categorized as cured, relapsed, or failed treatment.
- Development and validation of a predictive biosignature combining clinical and immunological parameters.
Main Results:
- Thirty immune markers showed significant changes during TB treatment in cured patients.
- A serum biosignature differentiated between cured and relapsed TB patients.
- A combined clinical and immunological signature predicted TB relapse with 75% sensitivity and 85% specificity in the primary cohort, validated in an independent cohort.
Conclusions:
- A novel biosignature combining clinical and immunological markers can predict TB relapse.
- This biosignature shows promise for identifying patients at high risk of treatment failure.
- Further validation in diverse cohorts is required to confirm the repeatability and robustness of these TB biomarkers.
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