Phylodynamic assessment of intervention strategies for the West African Ebola virus outbreak

被引:47
|
作者
Dellicour, Simon [1 ]
Baele, Guy [1 ]
Dudas, Gytis [2 ]
Faria, Nuno R. [3 ]
Pybus, Oliver G. [3 ]
Suchard, Marc A. [4 ,5 ,6 ]
Rambaut, Andrew [7 ,8 ]
Lemey, Philippe [1 ]
机构
[1] Univ Leuven, KU Leuven, Rega Inst, Dept Microbiol & Immunol, Herestr 49, B-3000 Leuven, Belgium
[2] Fred Hutchinson Canc Res Ctr, 1100 Fairview Ave N, Seattle, WA 98109 USA
[3] Univ Oxford, Dept Zool, Oxford OX1 3PS, England
[4] Univ Calif Los Angeles, Fielding Sch Publ Hlth, Dept Biostat, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, David Geffen Sch Med, Dept Biomath, Los Angeles, CA 90095 USA
[6] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
[7] Univ Edinburgh, Inst Evolutionary Biol, Kings Bldg, Edinburgh EH9 3FL, Midlothian, Scotland
[8] NIH, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USA
来源
NATURE COMMUNICATIONS | 2018年 / 9卷
基金
英国惠康基金; 欧盟地平线“2020”; 欧洲研究理事会; 美国国家科学基金会; 美国国家卫生研究院;
关键词
REAL-TIME; DYNAMICS; EVOLUTION; SPREAD; TRANSMISSION; EPIDEMIOLOGY; SURVEILLANCE; SEQUENCES; INFERENCE; MODEL;
D O I
10.1038/s41467-018-03763-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Genetic analyses have provided important insights into Ebola virus spread during the recent West African outbreak, but their implications for specific intervention scenarios remain unclear. Here, we address this issue using a collection of phylodynamic approaches. We show that long-distance dispersal events were not crucial for epidemic expansion and that preventing viral lineage movement to any given administrative area would, in most cases, have had little impact. However, major urban areas were critical in attracting and disseminating the virus: preventing viral lineage movement to all three capitals simultaneously would have contained epidemic size to one-third. We also show that announcements of border closures were followed by a significant but transient effect on international virus dispersal. By quantifying the hypothetical impact of different intervention strategies, as well as the impact of barriers on dispersal frequency, our study illustrates how phylodynamic analyses can help to address specific epidemiological and outbreak control questions.
引用
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页数:9
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