Indian Ocean Dipole and Rainfall Drive a Moran Effect in East Africa Malaria Transmission

被引:40
作者
Chaves, Luis Fernando [1 ,2 ,3 ]
Satake, Akiko [2 ]
Hashizume, Masahiro [4 ,5 ]
Minakawa, Noboru [4 ,5 ]
机构
[1] Hokkaido Univ, Grad Sch Environm Sci, Kita Ku, Sapporo, Hokkaido 0600810, Japan
[2] Hokkaido Univ, Global Ctr Excellence Program Integrated Field En, Sapporo, Hokkaido 0600810, Japan
[3] Univ Nacl, Escuela Med Vet, Programa Invest Enfermedades Trop, Heredia, Costa Rica
[4] Nagasaki Univ, Inst Trop Med NEKKEN, Nagasaki, Japan
[5] Nagasaki Univ, Global Ctr Excellence Program Trop & Emergent Inf, Nagasaki, Japan
基金
日本学术振兴会;
关键词
AQUATIC STAGES; CLIMATE-CHANGE; SYNCHRONY; INTENSITY; WAVES; MODE;
D O I
10.1093/infdis/jis289
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background. Patterns of concerted fluctuation in populations-synchrony-can reveal impacts of climatic variability on disease dynamics. We examined whether malaria transmission has been synchronous in an area with a common rainfall regime and sensitive to the Indian Ocean Dipole (IOD), a global climatic phenomenon affecting weather patterns in East Africa. Methods. We studied malaria synchrony in 5 15-year long (1984-1999) monthly time series that encompass an altitudinal gradient, approximately 1000 m to 2000 m, along Lake Victoria basin. We quantified the association patterns between rainfall and malaria time series at different altitudes and across the altitudinal gradient encompassed by the study locations. Results. We found a positive seasonal association of rainfall with malaria, which decreased with altitude. By contrast, IOD and interannual rainfall impacts on interannual disease cycles increased with altitude. Our analysis revealed a nondecaying synchrony of similar magnitude in both malaria and rainfall, as expected under a Moran effect, supporting a role for climatic variability on malaria epidemic frequency, which might reflect rainfall-mediated changes in mosquito abundance. Conclusions. Synchronous malaria epidemics call for the integration of knowledge on the forcing of malaria transmission by environmental variability to develop robust malaria control and elimination programs.
引用
收藏
页码:1885 / 1891
页数:7
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