Childs D Z, Cattadori I M, Suwonkerd W, Prajakwong S, Boots M
Department of Animal and Plant Sciences, University of Sheffield, Alfred Denny Building, Western Bank, Sheffield S10 2TN, UK.
Trans R Soc Trop Med Hyg. 2006 Jul;100(7):623-31. doi: 10.1016/j.trstmh.2005.09.011. Epub 2006 Jan 6.
We present a detailed analysis of long-term time series of malaria incidence in northern Thailand. Positive cases for Plasmodium falciparum and P. vivax have been recorded monthly from 1977-2002 at 13 provinces in the region. Time series statistical methods are used to examine the long-term trends and seasonal dynamics of malaria incidence at regional and provincial scales. Both malarial types are declining throughout the region, except in the two provinces that share a large border with Myanmar. The rate of decline in P. vivax has decreased across the region since the end of the 1980s, and this may be a signal of developing resistance or changing vector potential. Both species display a two-peak annual seasonality that may be attributed to patterns of vector occurrence, farming practice and migration of individuals across international borders. In a number of provinces, the importance of the first seasonal peak has grown in recent years, possibly owing to increases in vector densities. The medium-term fluctuations of both species exhibit a clear spatial organisation. There is some evidence of a subtle close to 4-year super annual cycle in P. falciparum, which we suggest is driven by extrinsic factors relating to the climate of the region.
我们对泰国北部疟疾发病率的长期时间序列进行了详细分析。1977年至2002年期间,该地区13个省份每月记录恶性疟原虫和间日疟原虫的阳性病例。运用时间序列统计方法,在区域和省级尺度上考察疟疾发病率的长期趋势和季节动态。除了与缅甸接壤的两个省份外,这两种疟疾类型在整个地区都呈下降趋势。自20世纪80年代末以来,间日疟原虫在整个地区的下降速度有所减缓,这可能是抗药性发展或媒介潜能变化的信号。两种疟原虫均呈现出一年两次的季节性高峰,这可能归因于媒介出现模式、耕作方式以及人员跨境流动。在一些省份,近年来第一个季节性高峰的重要性有所增加,可能是由于媒介密度增加所致。两种疟原虫的中期波动呈现出明显的空间组织性。有证据表明,恶性疟原虫存在一个接近4年的超年周期,我们认为这是由该地区气候相关的外部因素驱动的。