Hsieh Ying-Hen
Department of Public Health and Center for Infectious Disease Education and Research, China Medical University, Taichung, 40402, Taiwan.
PLoS One. 2015 Nov 11;10(11):e0140810. doi: 10.1371/journal.pone.0140810. eCollection 2015.
The explosive outbreak of Ebola virus disease (EVD) in West Africa in 2014 appeared to have lessened in 2015, but potentially continues be a global public health threat. A simple mathematical model, the Richards model, is utilized to gauge the temporal variability in the spread of the Ebola virus disease (EVD) in West Africa in terms of its reproduction number R and its temporal changes via detection of epidemic waves and turning points during the 2014 outbreaks in the three most severely affected countries; namely, Guinea, Liberia, and Sierra Leone. The results reveal multiple waves of infection in each of these three countries, of varying lengths from a little more than one week to more than one month. All three countries exhibit marginally fluctuating reproduction numbers during June-October before gradually declining. Although high mobility continues between neighboring populations of these countries across the borders, outbreak in these three countries exhibits decidedly different temporal patterns. Guinea had the most waves but maintained consistently low transmissibility and hence has the smallest number of reported cases. Liberia had highest level of transmission before October, but has remained low since, with no detectable wave after the New Year. Sierra Leone has gradually declining waves since October, but still generated detectable waves up to mid-March 2015, and hence has cumulated the largest number of cases-exceeding that of Guinea and Liberia combined. Analysis indicates that, despite massive amount of international relief and intervention efforts, the outbreak is persisting in these regions in waves, albeit more sparsely and at a much lower level since the beginning of 2015.
2014年埃博拉病毒病(EVD)在西非的爆发呈爆发式,到2015年似乎有所缓解,但仍可能继续构成全球公共卫生威胁。利用一种简单的数学模型——理查兹模型,通过检测2014年疫情爆发期间三个受影响最严重的国家(即几内亚、利比里亚和塞拉利昂)的疫情波和转折点,从繁殖数R及其时间变化方面来衡量埃博拉病毒病(EVD)在西非传播的时间变异性。结果显示,这三个国家均出现了多轮感染,感染波持续时间从略多于一周到一个多月不等。在6月至10月期间,这三个国家的繁殖数均略有波动,随后逐渐下降。尽管这些国家的相邻人群之间跨境流动依然频繁,但这三个国家的疫情呈现出明显不同的时间模式。几内亚的感染波最多,但传播性一直较低,因此报告病例数最少。利比里亚在10月之前传播水平最高,但此后一直保持在低水平,新年过后未检测到感染波。自10月以来,塞拉利昂的感染波逐渐减少,但直到2015年3月中旬仍能检测到感染波,因此累计病例数最多,超过了几内亚和利比里亚的总和。分析表明,尽管国际社会进行了大量救援和干预努力,但疫情仍在这些地区呈波浪式持续存在,不过自2015年初以来,疫情传播更为稀疏,水平也低得多。