The weekly associations between climatic factors and Plasmodium vivax and Plasmodium falciparum malaria in China, 2005-2014

被引:10
作者
Hundessa, Samuel [1 ]
Williams, Gail [1 ]
Li, Shanshan [2 ]
Guo, Jinpeng [3 ]
Zhang, Wenyi [3 ]
Guo, Yuming [2 ]
机构
[1] Univ Queensland, Sch Publ Hlth, Div Epidemiol & Biostat, Brisbane, Qld 4006, Australia
[2] Monash Univ, Sch Publ Hlth & Prevent Med, Melbourne, Vic 3004, Australia
[3] Acad Mil Med Sci, Inst Dis Control & Prevent, Beijing, Peoples R China
基金
英国医学研究理事会;
关键词
Climate factors; Lag effect; Malaria; P.vivax; P.falciparum; Weekly; TRANSMISSION; ELIMINATION; SOUTHEAST; PATTERNS; TIME;
D O I
10.1093/trstmh/trx048
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Meteorological factors play a crucial role in malaria transmission, but limited evidence is available from China. This study aimed to estimate the weekly associations between meteorological factors and Plasmodium vivax and Plasmodium falciparum malaria in China. Methods: The Distributed Lag Non-Linear Model was used to examine non-linearity and delayed effects of average temperature, rainfall, relative humidity, sunshine hours, wind speed and atmospheric pressure on malaria. Results: Average temperature was associated with P. vivax and P. falciparum cases over long ranges of lags. The effect was more immediate on P. vivax (0-6 weeks) than on P. falciparum (1-9 weeks). Relative humidity was associated with P. vivax and P. falciparum over 8-10 weeks and 5-8 weeks lag, respectively. A significant effect of wind speed on P. vivax was observed at 0-2 weeks lag, but no association was found with P. falciparum. Rainfall had a decreasing effect on P. vivax, but no association was found with P. falciparum. Sunshine hours were negatively associated with P. falciparum, but the association was unclear for P. vixax. However, the effects of atmospheric pressure on both malaria types were not significant at any lag. Conclusions: Our study highlights a substantial effect of weekly climatic factors on P. vivax and P. falciparum malaria transmission in China, with different lags. This provides an evidence base for health authorities in developing a malaria early-warning system.
引用
收藏
页码:211 / 219
页数:9
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