Department of Large Animal Sciences, Faculty of Life Sciences, University of Copenhagen, Frederiksberg, Copenhagen, Denmark.
PLoS One. 2011;6(9):e24324. doi: 10.1371/journal.pone.0024324. Epub 2011 Sep 9.
The number of outbreaks of HPAI-H5N1 reported by Bangladesh from 2007 through 2011 placed the country among the highest reported numbers worldwide. However, so far, the understanding of the epidemic progression, direction, intensity, persistence and risk variation of HPAI-H5N1 outbreaks over space and time in Bangladesh remains limited.
METHODOLOGY/PRINCIPAL FINDINGS: To determine the magnitude and spatial pattern of the highly pathogenic avian influenza A subtype H5N1 virus outbreaks over space and time in poultry from 2007 to 2009 in Bangladesh, we applied descriptive and analytical spatial statistics. Temporal distribution of the outbreaks revealed three independent waves of outbreaks that were clustered during winter and spring. The descriptive analyses revealed that the magnitude of the second wave was the highest as compared to the first and third waves. Exploratory mapping of the infected flocks revealed that the highest intensity and magnitude of the outbreaks was systematic and persistent in an oblique line that connects south-east to north-west through the central part of the country. The line follows the Brahmaputra-Meghna river system, the junction between Central Asian and East Asian flyways, and the major poultry trading route in Bangladesh. Moreover, several important migratory bird areas were identified along the line. Geostatistical analysis revealed significant latitudinal directions of outbreak progressions that have similarity to the detected line of intensity and magnitude.
CONCLUSION/SIGNIFICANCE: The line of magnitude and direction indicate the necessity of mobilizing maximum resources on this line to strengthen the existing surveillance.
2007 年至 2011 年期间,孟加拉国报告的高致病性禽流感 H5N1 暴发数量位居世界报告数量之首。然而,迄今为止,对孟加拉国 HPAI-H5N1 暴发的时空传播范围、方向、强度、持续时间和风险变化的了解仍很有限。
方法/主要发现:为了确定 2007 年至 2009 年期间孟加拉国家禽中高致病性禽流感 A 型 H5N1 病毒暴发的时空范围和规模,我们应用了描述性和分析性空间统计学。暴发的时间分布显示出三波独立的暴发,这些暴发在冬季和春季呈聚集状态。描述性分析显示,与第一波和第三波相比,第二波的规模最大。对受感染禽类的探索性绘图显示,暴发的最高强度和规模在一条斜线上呈系统且持续存在,该线从东南向西北穿过该国中部,沿布拉马普特拉河-梅格纳河系统、中亚和东亚飞行路线的交汇处以及孟加拉国主要的家禽贸易路线延伸。此外,还在沿线确定了几个重要的候鸟区。地统计学分析显示,暴发的进展具有明显的纬度方向,与检测到的强度和规模线相似。
结论/意义:这条规模和方向线表明,有必要在这条线上调动最大资源,以加强现有的监测。