Cummings Derek A T, Irizarry Rafael A, Huang Norden E, Endy Timothy P, Nisalak Ananda, Ungchusak Kumnuan, Burke Donald S
Department of Geography and Environmental Engineering, Johns Hopkins University, Baltimore, Maryland 21218, USA.
Nature. 2004 Jan 22;427(6972):344-7. doi: 10.1038/nature02225.
Dengue fever is a mosquito-borne virus that infects 50-100 million people each year. Of these infections, 200,000-500,000 occur as the severe, life-threatening form of the disease, dengue haemorrhagic fever (DHF). Large, unanticipated epidemics of DHF often overwhelm health systems. An understanding of the spatial-temporal pattern of DHF incidence would aid the allocation of resources to combat these epidemics. Here we examine the spatial-temporal dynamics of DHF incidence in a data set describing 850,000 infections occurring in 72 provinces of Thailand during the period 1983 to 1997. We use the method of empirical mode decomposition to show the existence of a spatial-temporal travelling wave in the incidence of DHF. We observe this wave in a three-year periodic component of variance, which is thought to reflect host-pathogen population dynamics. The wave emanates from Bangkok, the largest city in Thailand, moving radially at a speed of 148 km per month. This finding provides an important starting point for detecting and characterizing the key processes that contribute to the spatial-temporal dynamics of DHF in Thailand.
登革热是一种由蚊子传播的病毒,每年感染5000万至1亿人。在这些感染病例中,有20万至50万例表现为严重的、危及生命的登革出血热(DHF)。DHF大规模的意外流行常常使卫生系统不堪重负。了解DHF发病率的时空模式将有助于为抗击这些流行病分配资源。在此,我们研究了1983年至1997年期间泰国72个省份发生的85万例感染病例数据集中DHF发病率的时空动态。我们使用经验模态分解方法来证明DHF发病率中存在时空行波。我们在一个三年周期的方差分量中观察到了这一波,该分量被认为反映了宿主-病原体种群动态。这一波从泰国最大的城市曼谷发出,以每月148公里的速度呈放射状移动。这一发现为检测和描述导致泰国DHF时空动态的关键过程提供了一个重要的起点。