Comparative cost analysis of community-based tuberculosis screening: Computer-Aided Detection (CAD) alone versus CAD with point-of-care C-reactive protein testing in South Africa and Lesotho

Community-based active case finding (ACF) for tuberculosis (TB) is recommended in high-burden settings, yet evidence on implementation costs from prospective programmatic data remains limited. We estimated and compared the costs of two community-based ACF screening approaches: Computer-Aided Detection of chest X-rays alone ( CAD4TBv7 approach ) and CAD4TBv7 followed by point-of-care C-reactive protein (CRP) testing within a predefined score window ( CAD4TBv7-CRP approach ), evaluated in a prospective, paired screen-positive trial in South Africa and Lesotho. Nested within the TB TRIAGE+ trial (September 2022-September 2024), we applied a bottom-up ingredients-based approach from a programmatic perspective to estimate economic and financial costs, separately for TB-only and integrated (TB, HIV, and non-communicable disease) screening. Uncertainty was estimated via probabilistic sensitivity analysis, while scenario analyses explored higher modelled TB prevalence (1%) and expanded screening volume (100,000 participants). Among 20,023 participants screened (6,986 in South Africa; 13,037 in Lesotho), 72 TB cases were detected under the CAD4TBv7 approach and 60 under the CAD4TBv7-CRP approach (full analysis set). For TB-only screening, the average cost per TB case detected was USD 5,454 (95% uncertainty interval [UI]: 4,294–6,777) for the CAD4TBv7 approach and USD 7,486 (95% UI: 5,948–9,246) for the CAD4TBv7-CRP approach , 37% more expensive. Recurrent costs accounted for 67–72% of total costs. Personnel was the dominant cost driver in South Africa, and vehicle costs in Lesotho. Higher TB prevalence would substantially reduce the average cost per TB case detected, whereas scaling up participant numbers at the observed prevalence would not. The additional cost of CRP testing was not offset by savings from averted confirmatory tests, making the CAD4TBv7-CRP approach more expensive than CAD4TBv7 alone. CRP-based sequential screening may offer greater cost advantages in settings with lower inflammatory comorbidity burden, though this requires prospective evaluation. TB screening strategies should be tailored to local epidemiological and health-system contexts.

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Journal
PLOS Global Public Health
Published
2026-09-21
DOI
https://doi.org/10.1371/journal.pgph.0007341
Primary Topic
Tuberculosis Research and Epidemiology
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article
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article

Comparative cost analysis of community-based tuberculosis screening: Computer-Aided Detection (CAD) alone versus CAD with point-of-care C-reactive protein testing in South Africa and Lesotho

Alastair van Heerden, Harsh Vivek Harkare, Irene Ayakaka, Aita Signorell et al.
PLOS Global Public Health
Tuberculosis Research and Epidemiology
article

Comparative cost analysis of community-based tuberculosis screening: Computer-Aided Detection (CAD) alone versus CAD with point-of-care C-reactive protein testing in South Africa and Lesotho

Alastair van Heerden, Harsh Vivek Harkare, Irene Ayakaka, Aita Signorell, Phillip Joseph, Mashaete Kamele, Klaus Reither, Fabrizio Tediosi, Anna Verjans, Shriya Misra, Thandanani Madonsela, Mamatlakeng Keitseng, Fiona Vanobberghen, Shannon Bosman, Johanna Kurscheid, Bart K.M. Jacobs, Mojabeng Mabeleng
article en

Abstract

Community-based active case finding (ACF) for tuberculosis (TB) is recommended in high-burden settings, yet evidence on implementation costs from prospective programmatic data remains limited. We estimated and compared the costs of two community-based ACF screening approaches: Computer-Aided Detection of chest X-rays alone ( CAD4TBv7 approach ) and CAD4TBv7 followed by point-of-care C-reactive protein (CRP) testing within a predefined score window ( CAD4TBv7-CRP approach ), evaluated in a prospective, paired screen-positive trial in South Africa and Lesotho. Nested within the TB TRIAGE+ trial (September 2022-September 2024), we applied a bottom-up ingredients-based approach from a programmatic perspective to estimate economic and financial costs, separately for TB-only and integrated (TB, HIV, and non-communicable disease) screening. Uncertainty was estimated via probabilistic sensitivity analysis, while scenario analyses explored higher modelled TB prevalence (1%) and expanded screening volume (100,000 participants). Among 20,023 participants screened (6,986 in South Africa; 13,037 in Lesotho), 72 TB cases were detected under the CAD4TBv7 approach and 60 under the CAD4TBv7-CRP approach (full analysis set). For TB-only screening, the average cost per TB case detected was USD 5,454 (95% uncertainty interval [UI]: 4,294–6,777) for the CAD4TBv7 approach and USD 7,486 (95% UI: 5,948–9,246) for the CAD4TBv7-CRP approach , 37% more expensive. Recurrent costs accounted for 67–72% of total costs. Personnel was the dominant cost driver in South Africa, and vehicle costs in Lesotho. Higher TB prevalence would substantially reduce the average cost per TB case detected, whereas scaling up participant numbers at the observed prevalence would not. The additional cost of CRP testing was not offset by savings from averted confirmatory tests, making the CAD4TBv7-CRP approach more expensive than CAD4TBv7 alone. CRP-based sequential screening may offer greater cost advantages in settings with lower inflammatory comorbidity burden, though this requires prospective evaluation. TB screening strategies should be tailored to local epidemiological and health-system contexts.

PLOS Global Public HealthVol. 6(9)
Human Sciences Research Council (ZA), Universitat Autònoma de Barcelona (ES), Swiss Tropical and Public Health Institute (CH), University of Basel (CH), University of Milan (IT), University of the Witwatersrand (ZA), University of Zurich (CH), Research Institute for Tropical Medicine (PH), Prevention Institute (US), Synapse Biomedical (United States) (US), Centre for Community Based Research (CA), SolidarMed (CH)
Good health and well-being
Openalex Percentile: Top 11%
Tuberculosis Research and Epidemiology
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