Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Kreuzstrasse 2, Allschwill, Basel, 4123, Switzerland.
University of Basel, Petersplatz 1, 4001, Basel, Switzerland.
Sci Rep. 2024 May 20;14(1):11476. doi: 10.1038/s41598-024-61116-0.
Entomological evaluations of vector control tools often use human landing catches (HLCs) as a standard measure of a direct human-vector contact. However, some tools have additional characteristics, such as mortality, and HLCS are not sensitive for measuring other effects beyond landing inhibition. Therefore, additional measures may need to be considered when evaluating these tools for public health use. This study has two main aims (1) the evaluate the accuracy of HLCs as a proxy for feeding and (2) to compare the predicted reduction in vectorial capacity when we do and do not consider these additional characteristics. To achieve this, we analyse previously published semi-field data from an experiment which used HLCs and another where mosquitoes were allowed to feed in the presence of different dosages of the volatile pyrethroid spatial repellent, transfluthrin. We compare results for two mathematical models: one which only considers the reduction in feeding effect and one which also considers mortality before and after feeding (using data gathered by the aspiration of mosquitoes after the semi-field feeding/landing period and 24 h survival monitoring). These Bayesian hierarchical models are parameterised using Bayesian inference. We observe that, for susceptible mosquitoes, reduction in landing is underestimated by HLCs. For knockdown resistant mosquitoes the relationship is less clear; with HLCs sometimes appearing to overestimate this characteristic. We find HLCs tend to under-predict the relative reduction in vectorial capacity in susceptible mosquitoes while over-predicting this impact in knockdown-resistant mosquitoes. Models without secondary effects have lower predicted relative reductions in vectorial capacities. Overall, this study highlights the importance of considering additional characteristics to reduction in biting of volatile pyrethroid spatial repellents. We recommend that these are considered when evaluating novel vector control tools.
昆虫学评估通常使用人体降落捕捉(HLC)作为直接人体与病媒接触的标准测量方法。然而,一些工具具有其他特征,如死亡率,并且 HLC 对于测量除降落抑制之外的其他效果并不敏感。因此,在评估这些工具用于公共卫生用途时,可能需要考虑其他措施。本研究有两个主要目的:(1)评估 HLC 作为摄食替代物的准确性,(2)比较不考虑和考虑这些附加特征时,矢量能力降低的预测值。为此,我们分析了之前发表的半野外实验数据,该实验使用了 HLC,而另一个实验则允许蚊子在不同剂量挥发性拟除虫菊酯空间驱避剂(transfluthrin)存在下进食。我们比较了两种数学模型的结果:一种只考虑摄食效果的降低,另一种也考虑摄食前后的死亡率(使用在半野外喂养/降落期后通过抽吸蚊子和 24 小时生存监测收集的数据)。这些贝叶斯层次模型使用贝叶斯推断进行参数化。我们观察到,对于易感蚊子,降落减少被 HLC 低估。对于击倒抗性蚊子,这种关系不太清楚;HLC 有时似乎高估了这一特征。我们发现,HLC 往往低估了易感蚊子中矢量能力的相对降低,而在击倒抗性蚊子中则高估了这种影响。没有次要效应的模型预测的相对减少的矢量能力较低。总的来说,这项研究强调了考虑到挥发性拟除虫菊酯空间驱避剂减少的其他特征的重要性。我们建议在评估新型病媒控制工具时考虑这些因素。