Integrated treatment-decision algorithms for childhood TB: modelling diagnostic performance and costs.

Mary Gaeddert, Devan Jaganath, Abdulkadir Civan, Hoa Nguyen, Maryline Bonnet, Eric Wobudeya, Olivier Marcy, Manuela De Allegri, Claudia M Denkinger
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Abstract

Background: To improve childhood tuberculosis (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 healthcare (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.

Results: In all scenarios, TDA's had high sensitivity (80.8-91.9%) but low specificity (51.2-60.9%). Total diagnostic and treatment costs for the cohort were I$1,768,958-2,458,790; 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 PHC (I$287.40) and highest with DH referral (I$445.84).

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.

儿童结核病的综合治疗决策算法:模拟诊断性能和成本。
背景:为了提高儿童结核病(TB)的诊断,开发了针对10岁以下儿童的治疗决策算法(tda),包括胸片(CXR)和不胸片(CXR)。我们的目的是模拟在乌干达初级卫生保健(PHC)和地区医院(DH)环境中实施tda的诊断性能和成本。方法:根据TDA从评价到治疗-决策的路径建立决策树模型。我们比较了在初级保健中心和初级保健中心进行诊断检测(粪便和呼吸Xpert、尿脂阿拉伯糖甘露聚糖和/或CXR)的六种情况。从卫生系统的角度,使用蒙特卡洛模拟对10,000名推定结核病儿童进行队列研究,结果是诊断准确性和每个正确治疗决策的成本。费用以2024年国际美元计算。结果:TDA的敏感性高(80.8 ~ 91.9%),特异性低(51.2 ~ 60.9%)。该队列的诊断和治疗总费用为1,768,958-2,458,790美元;主要是由于对假阳性病例的过度治疗。诊断费用大多被减少过度治疗所抵消。在PHC使用移动CXR每次治疗决定的费用最低(287.40美元),在DH转诊时最高(445.84美元)。结论:TDAs具有较高的灵敏度和较低的成本,可在PHCs中应用。提高特异性和降低治疗费用将使人们能够负担得起大规模的实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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