Monteiro Josefa Clara Lafuente, Ribeiro Sérvio Pontes, Vieira Duarte Rafael, Lira-Noriega Andrés, Rojas-Soto Octavio R, Carneiro Mariângela, Reis Alexandre Barbosa, Coura-Vital Wendel
Graduate Program in Biological Sciences, Center for Research in Biological Sciences, Federal University of Ouro Preto, Ouro Preto, Brazil.
Laboratory of Epidemiology of Infectious Diseases, Department of Clinical Analysis, School of Pharmacy, Federal University of Ouro Preto, Ouro Preto, Brazil.
Am J Trop Med Hyg. 2024 Dec 31;112(4):740-748. doi: 10.4269/ajtmh.24-0442. Print 2025 Apr 2.
The identification of factors that influence the distribution of visceral leishmaniasis (VL) is key for future surveillance and control. This study sought to understand how environmental and climate variables can interfere with VL expansion in the Doce River basin located in Brazil. This ecological study explored the influence of anthropogenic, environmental, and climatic factors on VL expansion. Ecological niche modeling was used to assess the current situation and predict the future spread of the disease. The study used 855 human cases of VL recorded in the Doce River basin from 2001-2018 and analyzed them within the context of climatic and environmental variables. To model the current and future distributions, MaxEnt with the kuenm R package was used. To model the future projections, the global climate model of the National Centre for Meteorological Research (CNRM-CM6-1) was used as well as two Shared Socioeconomic Pathways (SSP370 and SSP585) for 2021-2040 and 2061-2080. Variables that contributed to the VL distribution were the human footprint index (62.6%), isothermality (28.1%), precipitation during the wettest month (6.4%), and temperature during the hottest month (3.8%). Future climate change scenarios showed areas suitable for the disease increasing over time (by about 7% between 2021 and 2041 and about 12% between 2061 and 2080) and the maintenance of the disease in places already considered endemic. Our results demonstrate the importance of anthropic and climatic factors in VL expansion. We hope that these results will contribute to boosting surveillance and vector control programs along the Doce River basin.
确定影响内脏利什曼病(VL)分布的因素是未来监测和控制工作的关键。本研究旨在了解环境和气候变量如何干扰巴西多西河盆地的VL传播。这项生态学研究探讨了人为、环境和气候因素对VL传播的影响。生态位建模用于评估当前状况并预测该疾病的未来传播。该研究使用了2001年至2018年在多西河盆地记录的855例人类VL病例,并在气候和环境变量的背景下对其进行了分析。为了模拟当前和未来的分布,使用了带有kuenm R包的MaxEnt。为了模拟未来预测,使用了国家气象研究中心(CNRM-CM6-1)的全球气候模型以及2021年至2040年和2061年至2080年的两种共享社会经济路径(SSP370和SSP585)。促成VL分布的变量有人口足迹指数(62.6%)、等温性(28.1%)、最湿月份的降水量(6.4%)和最热月份的温度(3.8%)。未来气候变化情景显示,适合该疾病的区域随时间增加(2021年至2041年期间增加约7%,2061年至2080年期间增加约12%),并且该疾病在已被视为地方病的地区持续存在。我们的结果证明了人为和气候因素在VL传播中的重要性。我们希望这些结果将有助于加强多西河盆地沿线的监测和病媒控制项目。