Departamento de Parasitología, Facultad de Farmacia, Universidad de Valencia, Av, Vicent Andrés Estellés s/n, 46100 Burjassot, Valencia, Spain.
Malar J. 2010 Jul 31;9:221. doi: 10.1186/1475-2875-9-221.
International travel and immigration have been related with an increase of imported malaria cases. This fact and climate change, prolonging the period favouring vector development, require an analysis of the malaria transmission resurgence risk in areas of southern Europe. Such a study is made for the first time in Spain. The Ebro Delta historically endemic area was selected due to its rice field landscape, the presence of only one vector, Anopheles atroparvus, with densities similar to those it presented when malaria was present, in a situation which pronouncedly differs from already assessed potential resurgence areas in other Mediterranean countries, such as France and Italy, where many different Anopheles species coexist and a different vector species dominates.
The transmission risk was assessed analysing: 1) climate diagrams including the minimum temperature for Plasmodium falciparum and Plasmodium vivax development; 2) monthly evolution of the Gradient Model Risk (GMR) index, specifying transmission risk period and number of potential Plasmodium generations; 3) ecological characteristics using remote sensing images with the Eurasia Land Cover characteristics database and the monthly evolution of the Normalized Difference Vegetation Index (NDVI); 4) evaluation of A. atroparvus population dynamics.
Climatological analyses and GMR index show that a transmission risk presently exists, lasting from May until September for P. falciparum, and from May until October for P. vivax. The GMR index shows that the temperature increase does not actually mean a transmission risk increase if accompanied by a precipitation decrease reducing the number of parasite generations and transmission period. Nevertheless, this limitation is offset by the artificial flooding of the rice fields. Maximum NDVI values and A. atroparvus maximum abundance correspond to months with maximum growth of the rice fields.
The Ebro Delta presents the ecological characteristics that favour transmission. The temperature increase has favoured a widening of the monthly potential transmission window with respect to when malaria was endemic. The combined application of modified climate diagrams and GMR index, together with spatial characterization conforms a useful tool for assessing potential areas at risk of malaria resurgence. NDVI is a good marker when dealing with a rice field area.
国际旅行和移民与输入性疟疾病例的增加有关。这一事实以及气候变化延长了有利于病媒滋生的时间,要求对南欧地区疟疾传播死灰复燃的风险进行分析。西班牙首次进行了此类研究。选择历史上流行疟疾的埃布罗三角洲地区,是因为其稻田景观,以及只有一种病媒蚊(A.atroparvus)存在,其密度与疟疾流行时相似,这种情况与法国和意大利等其他地中海国家评估的潜在疟疾死灰复燃地区明显不同,在这些地区存在许多不同的疟蚊物种,而且主要病媒蚊物种也不同。
通过分析以下内容评估传播风险:1)包括恶性疟原虫和间日疟原虫发育所需最低温度的气候图;2)逐月演变的梯度模型风险(GMR)指数,具体说明传播风险期和潜在疟原虫世代数;3)使用欧亚大陆土地覆盖特征数据库的遥感图像和归一化植被指数(NDVI)的逐月演变情况进行生态特征分析;4)评估 A.atroparvus 种群动态。
气候分析和 GMR 指数表明,目前存在传播风险,恶性疟原虫的传播风险从 5 月持续到 9 月,间日疟原虫的传播风险从 5 月持续到 10 月。GMR 指数表明,如果温度升高伴随着降水减少,从而减少寄生虫世代数和传播期,实际上并不意味着传播风险增加。然而,稻田的人工灌溉弥补了这一限制。最大 NDVI 值和 A.atroparvus 最大丰度与稻田生长最旺盛的月份相对应。
埃布罗三角洲具有有利于传播的生态特征。与疟疾流行时相比,温度升高使每月潜在传播窗口扩大。改良的气候图和 GMR 指数的联合应用,以及空间特征分析构成了评估疟疾死灰复燃潜在风险地区的有用工具。NDVI 是处理稻田地区的一个很好的指标。