Rift Valley fever virus dynamics in a transhumant cattle system in The Gambia
Jarra, E.; Ekwem, D.; Cleaveland, S.; Haydon, D. T.
Show abstract
Rift Valley fever (RVF) is a zoonotic disease of global concern, driven by environmental conditions, vector activity, and livestock mobility. Although RVF has been reported in The Gambia, its epidemiology remains poorly understood. This study developed a compartmental model to study RVF dynamics in the cattle population of the country. The model incorporated seasonally dynamic transmission parameters reflecting transhumant movement and ecological differences between two distinct ecoclimatic regions: the Sahelian area and the Gambia river. Parameterised using serological data linked to household survey data, the model predicted endemic RVF virus (RVFV) circulation within The Gambia, and captured temporal infection trends that closely match empirical data. Weak decay rates of seropositivity were required to match predicted and observed age-seroprevalence. Results indicated sustained RVFV transmission during the dry season in the Gambia river eco-region, with a high risk of seasonal virus introductions to the Sahelian eco-region at the start of the wet season via the returning transhumant cattle. Our study highlighted the role of livestock mobility in RVFV epidemiology in The Gambia and the need for targeted control strategies that might include, for example, targeted cattle vaccination or application of topical insecticide treatments for transhumant herds.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Impact of age-specific immunity on the timing and burden of the next Zika virus outbreak 95%
- Bayesian estimation of Lassa virus epidemiological parameters: implications for spillover prevention using wildlife vaccination 95%
- Modelling to infer the role of animals in gambiense human African trypanosomiasis transmission and elimination in DRC 94%
Similar papers in this journal
Similar papers in this journal
- Modelling serological cross-reactivity to disentangle the dynamics of West Nile and Usutu viruses in an emerging area 94%
- The African swine fever modelling challenge: objectives, model description and synthetic data generation 93%
- The utility of whole-genome sequencing to identify likely transmission pairs for pathogens with slow and variable evolution 92%
Similar papers in this journal
- Determinants of variation in epidemiological parameters for African Swine Fever virus 94%
- Modelling PRRS transmission between pig herds in Denmark and prediction of interventions impact 94%
- Identifying control strategies to eliminate African swine fever from the United States swine industry in under 12 months 93%
Similar papers in this journal
- Investigating the dose-dependency of the midgut escape barrier using a mechanistic model of within-mosquito dengue virus population dynamics 91%
- Examining the molecular clock hypothesis for the contemporary evolution of the rabies virus 90%
- Role of individual and population heterogeneity in shaping dynamics of multi-pathogen shedding in an island endemic bat 90%
"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.