Wolbachia incompatible insect technique program optimization over large spatial scales using a process-based model of mosquito metapopulation dynamics
Lim, P. L.; Cook, A. R.; Bansal, S.; Chow, J. Y.; Lim, J. T.
Show abstract
BackgroundWolbachia incompatible insect technique (IIT) programs have been shown in field trials to be highly effective in suppressing populations of mosquitoes that carry diseases such as dengue, chikungunya and Zika. However, the frequent and repeated release of Wolbachia-infected male mosquitoes makes such programs resource-intensive. While the need for optimization is recognized, potential strategies to optimize releases and reduce resource utilization have not been fully explored. MethodsWe developed a process-based model to study the spatial-temporal metapopulation dynamics of mosquitoes in a Wolbachia IIT program, which explicitly incorporates climatic influence in mosquito life-history traits. We then used the model to simulate various scale-down and redistribution strategies to optimize the existing program in Singapore. Specifically, the model was used to study the trade-offs between the intervention efficacy outcomes and resource requirements of various release program strategies, such as the total number of release events and the number of mosquitoes released. ResultsWe found that scaling down releases in existing sites from twice a week to only once a week yielded minimal changes in suppression efficacy (from 91% to 85%), while requiring 45% fewer mosquitoes and release events. Additionally, redistributing mosquitoes from already suppressed areas and releasing them in new areas once a week led to a greater total suppressive efficacy (88% compared to 65%) while also yielding a 16% and 14% reduction in the number of mosquitoes and release events required respectively. ConclusionsBoth scale-down and redistribution strategies can be implemented to significantly reduce program resource requirements without compromising the suppressive efficacy of IIT. These findings will inform planners on ways to optimize existing and future IIT programs, potentially allowing for the wider adoption of this method for mosquito-borne disease control.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Fusing an agent-based model of mosquito population dynamics with a statistical reconstruction of spatio-temporal abundance patterns 95%
- Spatial modelling for population replacement of mosquito vectors at continental scale 95%
- Vector genetics, insecticide resistance and gene drives: an agent-based modeling approach to evaluate malaria transmission and elimination 94%
Similar papers in this journal
- Diel activity patterns of vector mosquito species in the urban environment: Implications for vector control strategies 95%
- Sensitivity analysis of factors influencing the ecology of mosquitoes involved in the transmission Rift Valley fever virus transmission 95%
- Surveillance and control efficacy of the Bergerac, France, 2025 chikungunya outbreak 93%
Similar papers in this journal
- Quantification of human-mosquito contact rate using surveys and its application in determining dengue viral transmission risk 95%
- The impact of sugar diet on humidity preference, survival, and host landing in mosquitoes 91%
- Co-occurrence of kdr mutations V1016I and F1534C in pyrethroid-resistant Aedes aegypti (Diptera: Culicidae) populations from Costa Rica 90%
Similar papers in this journal
- Modelling the transmission and spread of yellow fever in forest landscapes with different spatial configurations 95%
- ecode: An R package to investigate community dynamics in ordinary differential equation systems 91%
- An agent-based framework for improving wildlife disease surveillance: A case study of chronic wasting disease in Missouri white-tailed deer 91%
Similar papers in this journal
- Behavioral response of insecticide-resistant mosquitoes against spatial repellent: a modified self-propelled particle model simulation 94%
- Modelling the impact of larviciding as a supplementary malaria vector control intervention in rural south-eastern Tanzania: A district-level simulation study 94%
- Assessing the potential of plains zebra to maintain African horse sickness in the Western Cape Province, South Africa 93%
"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.