Kucharski Adam J, Camacho Anton, Flasche Stefan, Glover Rebecca E, Edmunds W John, Funk Sebastian
Centre for the Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom
Centre for the Mathematical Modelling of Infectious Diseases, Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom.
Proc Natl Acad Sci U S A. 2015 Nov 17;112(46):14366-71. doi: 10.1073/pnas.1508814112. Epub 2015 Oct 12.
Between September 2014 and February 2015, the number of Ebola virus disease (EVD) cases reported in Sierra Leone declined in many districts. During this period, a major international response was put in place, with thousands of treatment beds introduced alongside other infection control measures. However, assessing the impact of the response is challenging, as several factors could have influenced the decline in infections, including behavior changes and other community interventions. We developed a mathematical model of EVD transmission, and measured how transmission changed over time in the 12 districts of Sierra Leone with sustained transmission between June 2014 and February 2015. We used the model to estimate how many cases were averted as a result of the introduction of additional treatment beds in each area. Examining epidemic dynamics at the district level, we estimated that 56,600 (95% credible interval: 48,300-84,500) Ebola cases (both reported and unreported) were averted in Sierra Leone up to February 2, 2015 as a direct result of additional treatment beds being introduced. We also found that if beds had been introduced 1 month earlier, a further 12,500 cases could have been averted. Our results suggest the unprecedented local and international response led to a substantial decline in EVD transmission during 2014-2015. In particular, the introduction of beds had a direct impact on reducing EVD cases in Sierra Leone, although the effect varied considerably between districts.
在2014年9月至2015年2月期间,塞拉利昂许多地区报告的埃博拉病毒病(EVD)病例数有所下降。在此期间,国际社会展开了大规模应对行动,增设了数千张治疗床位,并采取了其他感染控制措施。然而,评估这一应对措施的影响具有挑战性,因为有几个因素可能影响了感染人数的下降,包括行为变化和其他社区干预措施。我们建立了一个埃博拉病毒病传播的数学模型,并测量了2014年6月至2015年2月期间在塞拉利昂持续传播的12个地区传播情况随时间的变化。我们使用该模型估计每个地区增设治疗床位后避免了多少病例。通过研究地区层面的疫情动态,我们估计,截至2015年2月2日,由于增设了治疗床位,塞拉利昂直接避免了56,600例(95%可信区间:48,300 - 84,500)埃博拉病例(包括已报告和未报告的)。我们还发现,如果床位提前1个月增设,还可避免12,500例病例。我们的结果表明,前所未有的地方和国际应对行动导致2014 - 2015年期间埃博拉病毒病传播大幅下降。特别是,增设床位对减少塞拉利昂的埃博拉病例有直接影响,尽管不同地区的效果差异很大。