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Prognostic Model for Progradient Tuberculosis Course in HIV-Infected Children
1Head of the Department of Phthisiopulmonology, Irkutsk State Medical University, 1 Krasnogo Vosstaniya St., Irkutsk, 664003, Russia; Leading Researcher, Irkutsk State Medical Academy of Postgraduate Education - Branch of the Russian Medical Academy of Continuing Professional Education, 100 Yubileyny Microdistrict, Irkutsk, 664049, Russia.
This study identifies key predictors for progressive tuberculosis in HIV-infected children, developing a prognostic model to assess disease risk. The model aids in managing tuberculosis in this vulnerable population.
Area of Science:
- Pediatrics
- Infectious Diseases
- Public Health
Background:
- HIV infection significantly increases tuberculosis (TB) risk and complicates its management.
- Progressive forms of TB in children present unique challenges for diagnosis and treatment.
- Identifying prognostic factors is crucial for timely intervention in pediatric TB cases.
Purpose of the Study:
- To determine independent predictors of a progradient (progressive) course of tuberculosis in HIV-infected children.
- To develop and validate a prognostic model for predicting the progradient course of TB in this population.
Main Methods:
- A prospective observational study involving 65 HIV-infected children under 15 years old diagnosed with TB between 2000 and 2014.
- Logistic regression was employed to construct a prognostic model based on identified risk factors.
- Model performance was evaluated using maximum likelihood, concordance coefficient, and the Hosmer-Lemeshow test.
Main Results:
- Six independent predictors for progradient TB were identified: inadequate child observation in general medical networks, lack of Bacillus Calmette-Guérin (BCG) vaccination, fatal TB in the infection source, TB diagnosis in children under 3 years, poor adherence to latent TB infection therapy, and severe immunodeficiency.
- Risk stratification was established: minimal risk (0.3-0.4), high risk (0.5-1.0), and no risk (0-0.2).
- Programs for quantitative and qualitative risk assessment were developed.
Conclusions:
- The developed prognostic model utilizes essential diagnostic data, ensuring its practical utility at all stages of medical care for HIV-infected children.
- The model facilitates risk assessment and management strategies for progressive tuberculosis in HIV-infected children.
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