Grupo Bioforense, Facultad de Derecho y Ciencias Forenses, Tecnológico de Antioquia, Institución Universitaria, Medellín, Colombia.
Grupo de Investigación Cuidado, Facultad de Ciencias de la Salud, Universidad de los Llanos, Villavicencio, Colombia.
J Med Entomol. 2024 Sep 10;61(5):1115-1125. doi: 10.1093/jme/tjae077.
Predicting the potential distribution and coexistence of suitable geographic areas for Chagas disease vectors in the Americas is a crucial task for understanding the eco-epidemiological dynamics of this disease. The potential distribution and coexistence of 3 species-Rhodnius prolixus (Hemiptera: Reduviidae), Cavernicola pilosa (Hemiptera: Reduviidae), and Rhodnius pictipes (Hemiptera: Reduviidae) were modeled. Presence records were obtained and environmental variables were selected based on correlation analysis, Jackknife analysis and knowledge of the biology and natural history of the species. The MaxEnt algorithm included in the kuenm package of R software was used for modeling the potential distribution, and various scenarios of the BAM diagram (Biotic, Abiotic, and Movement variables) were evaluated. The variables contributing to the final models were different for each species. Rhodnius pictipes showed a potential distribution in South America, particularly in Brazil, Bolivia, Peru, Colombia, Venezuela, Guyana, and Suriname. Areas with environmentally suitable conditions for R. prolixus were located in southern Brazil, Peru, Colombia, southern Mexico, Guatemala, El Salvador, and Honduras, whereas for C. pilosa they were in southeastern Brazil, southeastern Central America, Peru, Ecuador, Colombia, Venezuela, Guyana, Suriname, and French Guiana. Co-occurrence analysis revealed distinct patterns in the neotropical region, with some areas indicating the potential distribution of 1 or more species. In Brazil, occurrence and co-occurrence areas were concentrated in the northwest and southeast regions. Overall, this study provides valuable information on the potential distribution and coexistence of vectors, which can inform targeted vector control strategies and contribute to global efforts in combating Chagas disease.
预测美洲锥虫病传播媒介的潜在分布和共存适宜地理区域对于理解该疾病的生态流行病学动态至关重要。本研究对 3 种物种(Rhodnius prolixus(半翅目:Reduviidae)、Cavernicola pilosa(半翅目:Reduviidae)和 Rhodnius pictipes(半翅目:Reduviidae))的潜在分布和共存进行了建模。通过相关性分析、Jackknife 分析和对物种生物学和自然史的了解,获得了存在记录并选择了环境变量。R 软件中的 kuenm 包中包含的 MaxEnt 算法用于对潜在分布进行建模,并评估了 BAM 图(生物、非生物和运动变量)的各种情景。对每个物种而言,促成最终模型的变量均有所不同。Rhodnius pictipes 在南美洲具有潜在的分布,特别是在巴西、玻利维亚、秘鲁、哥伦比亚、委内瑞拉、圭亚那和苏里南。R. prolixus 环境适宜条件的区域位于巴西南部、秘鲁、哥伦比亚、墨西哥南部、危地马拉、萨尔瓦多和洪都拉斯;而 C. pilosa 的区域则在巴西南部、中美洲东南部、秘鲁、厄瓜多尔、哥伦比亚、委内瑞拉、圭亚那、苏里南和法属圭亚那。共现分析揭示了在新热带地区存在明显的模式,一些地区表明有 1 种或多种物种的潜在分布。在巴西,发生和共现区域集中在西北部和东南部地区。总的来说,本研究提供了有关媒介物潜在分布和共存的有价值信息,可用于有针对性的媒介控制策略,并为全球防治恰加斯病的努力做出贡献。