- Research Article
- 10.37432/jieph-confpro5-00107
Forecasting Lassa fever risk to enable smarter, targeted interventions
- Aug 15, 2025
- Journal of Interventional Epidemiology and Public Health
- Rory Gibb + 17 more +17
Introduction: Lassa fever poses a growing public health threat across West Africa, with outbreaks shaped by complex ecological and socio-environmental dynamics. Delays in detection limit the effectiveness of reactive responses. In collaboration with national and international partners, we developed the Sentinel Forecasting System: An open-source platform integrating nowcasts and short-term monthly forecasts to support anticipatory public health action, including vaccine trial planning and outbreak preparedness. Methods: Sentinel combines ecological models of Mastomys natalensis habitat, remotely sensed environmental data (e.g. rainfall, vegetation), population and mobility layers, and surveillance data from Nigeria (2012–2023). A Bayesian hierarchical spatiotemporal model generates nowcasts and monthly forecasts. Outputs informed modelling of routine and reactive vaccination strategies across Nigeria and West Africa, including estimates of vaccine impact, demand, and stockpiling needs. Results: Sentinel accurately captured seasonal and interannual shifts in risk. Vaccine effectiveness modelling found that routine vaccination before the Lassa season (August–November) could avert up to 70% of severe cases, compared to ~25% with outbreak response starting in January. Targeting high-incidence or environmentally suitable areas offers substantial impact with feasible coverage. Ecological models identified broader spillover zones across West Africa; routine vaccination in these areas or stockpiling (e.g. 1M doses for pregnant people, 35,000 for healthcare workers) would improve protection in hard-to-reach regions. Conclusion: By integrating diverse data streams into real-time forecasts, Sentinel enables more proactive and targeted Lassa fever interventions. The approach supports smarter decision-making for vaccine trial planning, surveillance, and response. Next steps include regional scale-up and embedding Sentinel within national public health systems.
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