Modelling the effectiveness of attractive targeted sugar baits in reducing clinical malaria
Kamber, L.; Cavelan, A.; Fairbanks, E. L.; Entwistle, J.; Penny, M.; Chitnis, N.
Show abstract
Attractive targeted sugar baits (ATSBs) are a novel vector intervention targeting the sugar feeding behaviour of mosquitos by providing toxic sugar meals. ATSBs have shown strong efficacy in terms of mosquito population reduction in entomological trials but their epidemiological impact remains incompletely understood. This modelling study explores the impact of ATSBs on entomological and epidemiological outcomes over a wide range of transmission settings. We quantify the required killing probabilities to achieve target incidence reductions and demonstrate the sensitivity of ATSB efficacy to mosquito characteristics such as sugar feeding frequency and sac rate. Furthermore, we show that ATSBs can maintain reduced incidence levels previously achieved by long-term insecticide-treated net campaigns. Despite mixed results from clinical trials, these results highlight the high potential of ATSBs as a complementary vector control strategy, while underscoring the critical importance of entomological parameters in predicting public health impact. Realizing this potential will require accurate characterization of mosquito behavior and optimized deployment strategies to ensure sufficient population-level killing probabilities of mosquitoes.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Population replacement gene drive characteristics for malaria elimination in a range of seasonal transmission settings: a modeling study 97%
- Reducing malaria burden and accelerating elimination with long-lasting systemic insecticides: a modeling study of three potential use cases 97%
- Quantifying malaria acquired during travel and its role in malaria elimination on Bioko Island 96%
Similar papers in this journal
- How do I bite thee? Let me count the ways: Exploring the Implications of Individual Biting Habits of Aedes aegypti for Dengue Transmission 96%
- 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%
Similar papers in this journal
- Prediction of mosquito vector abundance for three species in the Anopheles gambiae complex 96%
- Modelling timelines to elimination of sleeping sickness in the DRC accounting for possible cryptic human and animal transmission 94%
- Trends in mosquito species distribution modeling: insights for vector surveillance and disease control 94%
Similar papers in this journal
- Vector genetics, insecticide resistance and gene drives: an agent-based modeling approach to evaluate malaria transmission and elimination 97%
- Fusing an agent-based model of mosquito population dynamics with a statistical reconstruction of spatio-temporal abundance patterns 97%
- MGDrivE 3: A decoupled vector-human framework for epidemiological simulation of mosquito genetic control tools and their surveillance 96%
Similar papers in this journal
- Behavioral response of insecticide-resistant mosquitoes against spatial repellent: a modified self-propelled particle model simulation 96%
- Modelling the impact of larviciding as a supplementary malaria vector control intervention in rural south-eastern Tanzania: A district-level simulation study 96%
- Assessing the potential of plains zebra to maintain African horse sickness in the Western Cape Province, South Africa 95%
"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.