Sogoba N, Vounatsou P, Bagayoko M M, Doumbia S, Dolo G, Gosoniu L, Traore S F, Toure Y T, Smith T
Malaria Research and Training Center, Faculté de Médecine, Pharmacie et Odontostomatologie, Université de Bamako, Mali.
Geospat Health. 2007 May;1(2):213-22. doi: 10.4081/gh.2007.269.
Variations in the biology and ecology and the high level of genetic polymorphism of malaria vectors in Africa highlight the value of mapping their spatial distribution to enhance successful implementation of integrated vector management. The objective of this study was to collate data on the relative frequencies of Anopheles gambiae s.s. and An. arabiensis mosquitoes in Mali, to assess their association with climate and environmental covariates, and to produce maps of their spatial distribution. Bayesian geostatistical logistic regression models were fitted to identify environmental determinants of the relative frequencies of An. gambiae s.s. and An. arabiensis species and to produce smooth maps of their geographical distribution. The frequency of An. arabiensis was positively associated with the normalized difference vegetation index, the soil water storage index, the maximum temperature and the distance to water bodies. It was negatively associated with the minimum temperature and rainfall. The predicted map suggests that, in West Africa, An. arabiensis is concentrated in the drier savannah areas, while An. gambiae s.s. prefers the southern savannah and land along the rivers, particularly the inner delta of Niger. Because the insecticide knockdown resistance (kdr) gene is reported only in An. gambiae s.s. in Mali, the maps provide valuable information for vector control. They may also be useful for planning future implementation of malaria control by genetically manipulated mosquitoes.
非洲疟疾媒介的生物学、生态学差异以及高度的遗传多态性凸显了绘制其空间分布图谱对于加强综合媒介管理成功实施的价值。本研究的目的是整理马里冈比亚按蚊指名亚种和阿拉伯按蚊的相对频率数据,评估它们与气候和环境协变量的关联,并绘制它们的空间分布图。采用贝叶斯地理统计逻辑回归模型来确定冈比亚按蚊指名亚种和阿拉伯按蚊相对频率的环境决定因素,并绘制它们地理分布的平滑图。阿拉伯按蚊的频率与归一化植被指数、土壤蓄水指数、最高温度以及与水体的距离呈正相关。它与最低温度和降雨量呈负相关。预测图表明,在西非,阿拉伯按蚊集中在较干燥的稀树草原地区,而冈比亚按蚊指名亚种更喜欢南部稀树草原和沿河流的土地,特别是尼日尔内陆三角洲。由于在马里仅在冈比亚按蚊指名亚种中报道了杀虫剂击倒抗性(kdr)基因,这些地图为媒介控制提供了有价值的信息。它们也可能有助于规划未来通过基因改造蚊子实施疟疾控制。