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Integrated treatment-decision algorithms for childhood TB: modelling diagnostic performance and costs
M Gaeddert1, D Jaganath2,3, A Civan1
1Department of Infectious Diseases and Tropical Medicine, University Hospital Heidelberg, Heidelberg, Germany.
Insights
Treatment-decision algorithms (TDAs) for childhood tuberculosis (TB) show high sensitivity but low specificity. Implementing TDAs with mobile chest X-ray (CXR) at primary health centers (PHCs) in Uganda offers the most cost-effective approach for diagnosing TB in children.
Area of Science:
- Public Health
- Infectious Disease Diagnostics
- Health Economics
Background:
- Childhood tuberculosis (TB) diagnosis requires improved tools for children under 10.
- Treatment-decision algorithms (TDAs) were developed with and without chest X-ray (CXR) to aid diagnosis.
- Implementation cost and diagnostic performance of TDAs in Ugandan primary health centers (PHCs) and district hospitals (DHs) were modeled.
Purpose of the Study:
- To model the diagnostic performance and costs of implementing TDAs in Ugandan PHC and DH settings.
- To compare various diagnostic testing combinations within TDAs.
- To evaluate the cost-effectiveness of different TDA implementation strategies for childhood TB.
Main Methods:
- Decision-tree models were used to simulate TDA pathways for diagnosing TB in 10,000 children.
- Six scenarios combining diagnostic tests (Xpert, urine LAM, CXR) were evaluated at PHCs and DHs.
- Monte Carlo simulation assessed diagnostic accuracy and cost per correct treatment-decision from a health system perspective.
Main Results:
- TDAs demonstrated high sensitivity (80.8%-91.9%) but low specificity (50.9%-60.9%) across all scenarios.
- Total costs ranged from I$1,768,958 to I$2,470,298, with overtreatment of false positives being a major cost driver.
- Mobile CXR at PHCs yielded the lowest cost per treatment-decision (I$287), while DH referral was highest (I$449).
Conclusions:
- TDAs offer high sensitivity for childhood TB diagnosis and are more cost-effective at PHCs than DHs.
- Improving specificity and reducing overtreatment costs are crucial for affordable, large-scale TDA implementation.
- Mobile CXR integrated into TDAs at PHCs presents a promising strategy for cost-effective childhood TB diagnosis.
Background:
To improve childhood TB diagnosis, treatment-decision algorithms (TDAs) with and without chest X-ray (CXR) were developed for children under age 10. We aimed to model diagnostic performance and costs of implementing TDAs in primary health centre (PHC) and district hospital (DH) settings in Uganda.
Methods:
We developed decision-tree models following the TDA pathway from evaluation to treatment-decision. We compared six scenarios with combinations of diagnostic testing (stool and respiratory Xpert, urine lipoarabinomannan, and/or CXR) at PHCs and DHs. Outcomes were diagnostic accuracy and cost per correct treatment-decision for a cohort of 10,000 children with presumptive TB using a Monte Carlo simulation from a health system perspective. Costs were reported in 2024 international dollars (I$).
Results:
In all scenarios, TDAs had high sensitivity (80.8%-91.9%) but low specificity (50.9%-60.9%). Total diagnostic and treatment costs for the cohort were I$1,768,958-2,470,298, largely driven by overtreatment of false-positive cases. Diagnostic costs were mostly offset by reducing overtreatment. The cost per treatment-decision was lowest using mobile CXR at PHCs (I$287) and highest with DH referral (I$449).
Conclusion:
The TDAs have high sensitivity and can be implemented at PHCs with lower costs than DHs. Improving specificity and reducing treatment costs would enable affordable, large-scale implementation.
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