Transmission dynamics of Ebola virus disease and intervention effectiveness in Sierra Leone

被引:65
作者
Fang, Li-Qun [1 ]
Yang, Yang [2 ,3 ]
Jiang, Jia-Fu [1 ]
Yao, Hong-Wu [1 ]
Kargbo, David [4 ]
Li, Xin-Lou [1 ]
Jiang, Bao-Gui [1 ]
Kargbo, Brima [4 ]
Tong, Yi-Gang [1 ]
Wang, Ya-Wei [1 ]
Liu, Kun [1 ]
Kamara, Abdul [4 ]
Dafae, Foday [4 ]
Kanu, Alex [5 ]
Jiang, Rui-Ruo [1 ,6 ]
Sun, Ye [1 ]
Sun, Ruo-Xi [1 ]
Chen, Wan-Jun [1 ]
Ma, Mai-Juan [1 ]
Dean, Natalie E. [2 ,3 ]
Thomas, Harold [4 ]
Longini, Ira M., Jr. [2 ,3 ]
Halloran, M. Elizabeth [7 ]
Cao, Wu-Chun [1 ]
机构
[1] Beijing Inst Microbiol & Epidemiol, State Key Lab Pathogen & Biosecur, Beijing 100071, Peoples R China
[2] Univ Florida, Dept Biostat, Gainesville, FL 32610 USA
[3] Univ Florida, Emerging Pathogens Inst, Gainesville, FL 32610 USA
[4] Sierra Leone Minist Hlth & Sanitat, Freetown, Sierra Leone
[5] Sierra Leone China Friendship Hosp, Freetown, Sierra Leone
[6] Anhui Med Univ, Hefei 230032, Peoples R China
[7] Fred Hutchinson Canc Res Ctr, Vaccine & Infect Dis Div, Seattle, WA 98109 USA
关键词
Ebola virus disease; spatiotemporal modeling; household transmission; secondary attack rate; intervention effectiveness; OUTBREAK; LIBERIA; GUINEA;
D O I
10.1073/pnas.1518587113
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
Sierra Leone is the most severely affected country by an unprecedented outbreak of Ebola virus disease (EVD) in West Africa. Although successfully contained, the transmission dynamics of EVD and the impact of interventions in the country remain unclear. We established a database of confirmed and suspected EVD cases from May 2014 to September 2015 in Sierra Leone and mapped the spatiotemporal distribution of cases at the chiefdom level. A Poisson transmission model revealed that the transmissibility at the chiefdom level, estimated as the average number of secondary infections caused by a patient per week, was reduced by 43% [95% confidence interval (CI): 30%, 52%] after October 2014, when the strategic plan of the United Nations Mission for Emergency Ebola Response was initiated, and by 65%(95% CI: 57%, 71%) after the end of December 2014, when 100% case isolation and safe burials were essentially achieved, both compared with before October 2014. Population density, proximity to Ebola treatment centers, cropland coverage, and atmospheric temperature were associated with EVD transmission. The household secondary attack rate (SAR) was estimated to be 0.059 (95% CI: 0.050, 0.070) for the overall outbreak. The household SAR was reduced by 82%, from 0.093 to 0.017, after the nationwide campaign to achieve 100% case isolation and safe burials had been conducted. This study provides a complete overview of the transmission dynamics of the 2014-2015 EVD outbreak in Sierra Leone at both chiefdom and household levels. The interventions implemented in Sierra Leone seem effective in containing the epidemic, particularly in interrupting household transmission.
引用
收藏
页码:4488 / 4493
页数:6
相关论文
共 39 条
  • [1] Emergence of Zaire Ebola Virus Disease in Guinea
    Baize, Sylvain
    Pannetier, Delphine
    Oestereich, Lisa
    Rieger, Toni
    Koivogui, Lamine
    Magassouba, N'Faly
    Soropogui, Barre
    Sow, Mamadou Saliou
    Keita, Sakoba
    De Clerck, Hilde
    Tiffany, Amanda
    Dominguez, Gemma
    Loua, Mathieu
    Traore, Alexis
    Kolie, Moussa
    Malano, Emmanuel Roland
    Heleze, Emmanuel
    Bocquin, Anne
    Mely, Stephane
    Raoul, Herve
    Caro, Valerie
    Cadar, Daniel
    Gabriel, Martin
    Pahlmann, Meike
    Tappe, Dennis
    Schmidt-Chanasit, Jonas
    Impouma, Benido
    Diallo, Abdoul Karim
    Formenty, Pierre
    Van Herp, Michel
    Guenther, Stephan
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (15) : 1418 - 1425
  • [2] Ban K, 2015, COMMUNICATION 0112
  • [3] BARON RC, 1983, B WORLD HEALTH ORGAN, V61, P997
  • [4] Estimation and prediction in the spatial linear model
    Berke, O
    [J]. WATER AIR AND SOIL POLLUTION, 1999, 110 (3-4) : 215 - 237
  • [5] Berrang-Ford L, 2006, EMERG INFECT DIS, V12, P813
  • [6] Brown C.R., 2015, The Potato: Botany, Production, and Uses, P1, DOI DOI 10.1371/CURRENTS.OUTBREAKS.846B2A31EF37018B7D1126A9C8ADF22A
  • [7] Burke J, 1978, B WORLD HEALTH ORGAN, V56, P271
  • [8] Fighting the Ebola virus
    Burton, DR
    Parren, PWHI
    [J]. NATURE, 2000, 408 (6812) : 527 - 528
  • [9] Camacho Anton, 2015, PLoS Curr, V7, DOI 10.1371/currents.outbreaks.406ae55e83ec0b5193e30856b9235ed2
  • [10] Characterizing the Transmission Dynamics and Control of Ebola Virus Disease
    Chowell, Gerardo
    Nishiura, Hiroshi
    [J]. PLOS BIOLOGY, 2015, 13 (01)