Laporta Gabriel Zorello, Linton Yvonne-Marie, Wilkerson Richard C, Bergo Eduardo Sterlino, Nagaki Sandra Sayuri, Sant'Ana Denise Cristina, Sallum Maria Anice Mureb
Departamento de Epidemiologia, Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, SP, Brazil.
Laboratório de Informática Médica, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil.
Parasit Vectors. 2015 Aug 19;8:426. doi: 10.1186/s13071-015-1038-4.
Malaria remains a significant public health issue in South America. Future climate change may influence the distribution of the disease, which is dependent on the distribution of those Anopheles mosquitoes competent to transmit Plasmodium falciparum. Herein, predictive niche models of the habitat suitability for P. falciparum, the current primary vector Anopheles darlingi and nine other known and/or potential vector species of the Neotropical Albitarsis Complex, were used to document the current situation and project future scenarios under climate changes in South America in 2070.
To build each ecological niche model, we employed topography, climate and biome, and the currently defined distribution of P. falciparum, An. darlingi and nine species comprising the Albitarsis Complex in South America. Current and future (i.e., 2070) distributions were forecast by projecting the fitted ecological niche model onto the current environmental situation and two scenarios of simulated climate change. Statistical analyses were performed between the parasite and each vector in both the present and future scenarios to address potential vector roles in the dynamics of malaria transmission.
Current distributions of malaria vector species were associated with that of P. falciparum, confirming their role in transmission, especially An. darlingi, An. marajoara and An. deaneorum. Projected climate changes included higher temperatures, lower water availability and biome modifications. Regardless of future scenarios considered, the geographic distribution of P. falciparum was exacerbated in 2070 South America, with the distribution of the pathogen covering 35-46% of the continent. As the current primary vector An. darlingi showed low tolerance for drier environments, the projected climate change would significantly reduce suitable habitat, impacting both its distribution and abundance. Conversely, climate generalist members of the Albitarsis Complex showed significant spatial and temporal expansion potential in 2070, and we conclude these species will become more important in the dynamics of malaria transmission in South America.
Our data suggest that climate and landscape effects will elevate the importance of members of the Albitarsis Complex in malaria transmission in South America in 2070, highlighting the need for further studies addressing the bionomics, ecology and behaviours of the species comprising the Albitarsis Complex.
疟疾在南美洲仍然是一个重大的公共卫生问题。未来的气候变化可能会影响该疾病的分布,而疾病分布取决于能够传播恶性疟原虫的按蚊的分布情况。在此,利用恶性疟原虫、当前主要传播媒介达林按蚊以及新热带白跗按蚊复合体的其他九种已知和/或潜在传播媒介物种的栖息地适宜性预测生态位模型,来记录南美洲当前的情况并预测2070年气候变化下的未来情景。
为构建每个生态位模型,我们采用了地形、气候和生物群落,以及南美洲目前确定的恶性疟原虫、达林按蚊和构成白跗按蚊复合体的九个物种的分布情况。通过将拟合的生态位模型投影到当前环境状况和两种模拟气候变化情景上,预测当前和未来(即2070年)的分布情况。在当前和未来情景下,对寄生虫与每种传播媒介进行统计分析,以探讨潜在传播媒介在疟疾传播动态中的作用。
疟疾传播媒介物种的当前分布与恶性疟原虫的分布相关,证实了它们在传播中的作用,尤其是达林按蚊、马拉若按蚊和德氏按蚊。预测的气候变化包括气温升高、水资源可用性降低和生物群落改变。无论考虑哪种未来情景,2070年南美洲恶性疟原虫的地理分布都会加剧,病原体的分布将覆盖该大陆的35%至46%。由于当前的主要传播媒介达林按蚊对较干燥环境的耐受性较低,预测的气候变化将显著减少适宜栖息地,影响其分布和数量。相反,白跗按蚊复合体中的广适性气候物种在2070年显示出显著的时空扩张潜力,我们得出结论,这些物种在南美洲疟疾传播动态中将变得更加重要。
我们的数据表明,气候和景观效应将提高白跗按蚊复合体成员在2070年南美洲疟疾传播中的重要性,突出了进一步研究白跗按蚊复合体物种的生物学特性、生态学和行为的必要性。