Cummings Derek A T, Iamsirithaworn Sopon, Lessler Justin T, McDermott Aidan, Prasanthong Rungnapa, Nisalak Ananda, Jarman Richard G, Burke Donald S, Gibbons Robert V
Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.
PLoS Med. 2009 Sep;6(9):e1000139. doi: 10.1371/journal.pmed.1000139. Epub 2009 Sep 1.
An increase in the average age of dengue hemorrhagic fever (DHF) cases has been reported in Thailand. The cause of this increase is not known. Possible explanations include a reduction in transmission due to declining mosquito populations, declining contact between human and mosquito, and changes in reporting. We propose that a demographic shift toward lower birth and death rates has reduced dengue transmission and lengthened the interval between large epidemics.
Using data from each of the 72 provinces of Thailand, we looked for associations between force of infection (a measure of hazard, defined as the rate per capita at which susceptible individuals become infected) and demographic and climactic variables. We estimated the force of infection from the age distribution of cases from 1985 to 2005. We find that the force of infection has declined by 2% each year since a peak in the late 1970s and early 1980s. Contrary to recent findings suggesting that the incidence of DHF has increased in Thailand, we find a small but statistically significant decline in DHF incidence since 1985 in a majority of provinces. The strongest predictor of the change in force of infection and the mean force of infection is the median age of the population. Using mathematical simulations of dengue transmission we show that a reduced birth rate and a shift in the population's age structure can explain the shift in the age distribution of cases, reduction of the force of infection, and increase in the periodicity of multiannual oscillations of DHF incidence in the absence of other changes.
Lower birth and death rates decrease the flow of susceptible individuals into the population and increase the longevity of immune individuals. The increase in the proportion of the population that is immune increases the likelihood that an infectious mosquito will feed on an immune individual, reducing the force of infection. Though the force of infection has decreased by half, we find that the critical vaccination fraction has not changed significantly, declining from an average of 85% to 80%. Clinical guidelines should consider the impact of continued increases in the age of dengue cases in Thailand. Countries in the region lagging behind Thailand in the demographic transition may experience the same increase as their population ages. The impact of demographic changes on the force of infection has been hypothesized for other diseases, but, to our knowledge, this is the first observation of this phenomenon. Please see later in the article for the Editors' Summary.
泰国报告称登革出血热(DHF)病例的平均年龄有所增加。其增加原因尚不清楚。可能的解释包括蚊虫数量下降导致传播减少、人与蚊虫接触减少以及报告方式的变化。我们认为,向较低出生率和死亡率的人口结构转变减少了登革热传播,并延长了大规模疫情之间的间隔时间。
利用泰国72个省份的数据,我们寻找感染强度(一种风险度量,定义为易感个体被感染的人均比率)与人口统计学和气候变量之间的关联。我们根据1985年至2005年病例的年龄分布估算感染强度。我们发现,自20世纪70年代末和80年代初达到峰值以来,感染强度每年下降2%。与最近表明泰国登革出血热发病率上升的研究结果相反,我们发现自1985年以来,大多数省份的登革出血热发病率虽有小幅下降,但具有统计学意义。感染强度变化和平均感染强度的最强预测因素是人口中位数年龄。通过登革热传播的数学模拟,我们表明,在没有其他变化的情况下,出生率降低和人口年龄结构变化可以解释病例年龄分布的变化、感染强度的降低以及登革出血热发病率多年振荡周期的增加。
较低的出生率和死亡率减少了易感个体进入人群的数量,并增加了免疫个体的寿命。免疫人群比例的增加增加了感染性蚊虫叮咬免疫个体的可能性,从而降低了感染强度。虽然感染强度下降了一半,但我们发现临界疫苗接种率没有显著变化,从平均85%降至80%。临床指南应考虑泰国登革热病例年龄持续增加的影响。在人口结构转变方面落后于泰国的该地区国家,随着人口老龄化可能会出现同样的增长。人口结构变化对感染强度的影响已被假定适用于其他疾病,但据我们所知,这是对这一现象的首次观察。请参阅本文后面的编辑总结。