Bender Andreas, Python Andre, Lindsay Steve W, Golding Nick, Moyes Catherine L
Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Old Road Campus, Oxford, United Kingdom.
Department of Biosciences, Durham University, DH1 3LE, Durham, United Kingdom.
PLoS Negl Trop Dis. 2020 Aug 10;14(8):e0008411. doi: 10.1371/journal.pntd.0008411. eCollection 2020 Aug.
Approximately 150 triatomine species are suspected to be infected with the Chagas parasite, Trypanosoma cruzi, but they differ in the risk they pose to human populations. The largest risk comes from species that have a domestic life cycle and these species have been targeted by indoor residual spraying campaigns, which have been successful in many locations. It is now important to consider residual transmission that may be linked to persistent populations of dominant vectors, or to secondary or minor vectors. The aim of this project was to define the geographical distributions of the community of triatomine species across the Chagas endemic region. Presence-only data with over 12, 000 observations of triatomine vectors were extracted from a public database and target-group background data were generated to account for sampling bias in the presence data. Geostatistical regression was then applied to estimate species distributions and fine-scale distribution maps were generated for thirty triatomine vector species including those found within one or two countries and species that are more widely distributed from northern Argentina to Guatemala, Bolivia to southern Mexico, and Mexico to the southern United States of America. The results for Rhodnius pictipes, Panstrongylus geniculatus, Triatoma dimidiata, Triatoma gerstaeckeri, and Triatoma infestans are presented in detail, including model predictions and uncertainty in these predictions, and the model validation results for each of the 30 species are presented in full. The predictive maps for all species are made publicly available so that they can be used to assess the communities of vectors present within different regions of the endemic zone. The maps are presented alongside key indicators for the capacity of each species to transmit T. cruzi to humans. These indicators include infection prevalence, evidence for human blood meals, and colonisation or invasion of homes. A summary of the published evidence for these indicators shows that the majority of the 30 species mapped by this study have the potential to transmit T. cruzi to humans.
大约150种锥蝽被怀疑感染了查加斯寄生虫——克氏锥虫,但它们对人类群体构成的风险各不相同。最大的风险来自那些具有居家生活周期的物种,这些物种已成为室内滞留喷洒行动的目标,该行动在许多地方都取得了成功。现在重要的是要考虑可能与优势病媒的持续种群或次要病媒相关的残余传播。该项目的目的是确定锥蝽物种群落横跨查加斯流行地区的地理分布。从一个公共数据库中提取了超过12000条锥蝽病媒观测数据的仅存在数据,并生成了目标群体背景数据以解释存在数据中的抽样偏差。然后应用地统计回归来估计物种分布,并为30种锥蝽病媒物种生成了精细尺度的分布图,包括那些分布在一两个国家内的物种以及从阿根廷北部到危地马拉、从玻利维亚到墨西哥南部、从墨西哥到美国南部分布更广的物种。详细介绍了图氏红猎蝽、膝形长红猎蝽、二色锥蝽、格氏锥蝽和大劣按蚊的结果,包括模型预测以及这些预测中的不确定性,并且完整呈现了30个物种中每个物种的模型验证结果。所有物种的预测图都已公开,以便用于评估流行区内不同区域存在的病媒群落。这些图还附带了每个物种将克氏锥虫传播给人类能力的关键指标。这些指标包括感染率、人类血餐证据以及房屋的定殖或入侵情况。关于这些指标的已发表证据总结表明,本研究绘制分布图的30个物种中的大多数都有可能将克氏锥虫传播给人类。