Potential health impacts and costs of active case finding guided by Mycobacterium tuberculosis immunoreactivity survey results in Blantyre, Malawi
Kim, S.; Can, M. H.; Rickman, H. M.; Phiri, M. D.; Nliwasa, M.; Mwenyenkulu, T. E.; Mbendera, K.; Verguet, S.; Castro, M. C.; Corbett, E. L.; MacPherson, P.; Cohen, T.; Menzies, N. A.
Show abstract
BackgroundActive case finding (ACF) for tuberculosis (TB) can reduce transmission, yet efficient targeting requires high-quality surveillance data. We investigated the potential costs and impact of targeted ACF, guided by local estimates of the annual risk of TB infection (ARTI) derived from Mycobacterium tuberculosis (Mtb) immunoreactivity survey data in children aged <5 years. MethodsUsing mathematical models parameterized with local data, we compared three case-finding approaches across 33 urban neighbourhoods in Blantyre, Malawi: passive case finding (PCF) only; PCF with untargeted ACF; and PCF with ARTI-guided targeted ACF. Health outcomes (life expectancy, disability-adjusted life years [DALYs]) and costs were estimated using a Markov microsimulation model. Costs were assessed from health system and societal perspectives. Results were calculated for different assumptions about the relationship between ARTI and true TB prevalence. FindingsCompared to PCF-only, untargeted ACF was estimated to improve life expectancy by 3.7 years (95% credible interval [CrI]: 1.9-5.9) for individuals with TB disease, but at high cost. Targeted ACF covering 48% of the study population was estimated to identify 80% of all individuals with TB and achieved a lower cost per DALY averted (US$1,100, 95% CrI: 900- 1,300) than untargeted ACF (US$1,600, 95% CrI: 1,400-2,000). However, these cost-effectiveness ratios exceeded available cost-effectiveness thresholds for Malawi. InterpretationTargeting ACF using Mtb immunoreactivity survey data could substantially improve health impact and cost-effectiveness compared to untargeted approaches. However, low-cost approaches for collecting these data are needed for wider adoption. Funding: NIH/NIAID, Wellcome Trust, and NIHR Global Health Research Professorship.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Modelling the effect of infection prevention and control measures on rate of Mycobacterium tuberculosis transmission to clinic attendees in primary health clinics in South Africa 94%
- Modelling the epidemiological and economic impact of digital adherence technologies with differentiated care for tuberculosis treatment in Ethiopia 93%
- Evaluating the impact of two next generation long-lasting insecticidal nets on malaria incidence in Uganda: an interrupted time series analysis using routine health facility data 93%
Similar papers in this journal
- Potential impact, costs, and benefits of population-wide screening interventions for tuberculosis in Viet Nam: a mathematical modelling study 97%
- Evaluating the health impact, health-system costs and cost-effectiveness of using TrueNat on stool samples compared to usual care for the diagnosis of paediatric tuberculosis in primary care settings: a modelling analysis 95%
- A Deadly Equation: The Global Toll of US TB Funding Cuts 94%
Similar papers in this journal
- Cost-effectiveness and budget impact of decentralising childhood tuberculosis diagnosis: a mathematical modelling study in six high tuberculosis incidence countries 96%
- Treatment decision algorithms for tuberculosis screening and diagnosis in children below 5 years hospitalised with severe acute malnutrition: a cost-effectiveness analysis 96%
- Prevalence of chlamydia, gonorrhoea, and trichomoniasis among male and female general populations in sub-Saharan Africa from 2000-2024: A systematic review and meta-regression analysis 93%
Similar papers in this journal
- Estimation of Lassa fever incidence rates in West Africa: development of a modeling framework to inform vaccine trial design 94%
- Alternative Approaches for Monitoring and Evaluation of Lymphatic Filariasis Following Mass Drug Treatment with Ivermectin, Diethylcarbamazine and Albendazole in East New Britain Province, Papua New Guinea 92%
- A modelling assessment of short- and medium-term risks of programme interruptions for gambiense human African trypanosomiasis in the DRC 92%
Similar papers in this journal
- Cost-effectiveness of screening with transcriptional signatures for incipient TB among U.S. migrants 95%
- The potential impact of novel tuberculosis vaccine introduction on economic growth in low- and middle-income countries 94%
- Factors associated with tuberculosis treatment initiation among bacteriologically negative individuals evaluated for tuberculosis: an individual patient data meta-analysis 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.