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
  • [21] Estimating the basic reproductive ratio for the Ebola outbreak in Liberia and Sierra Leone
    Khan, Adnan
    Naveed, Mahim
    Dur-e-Ahmad, Muhammad
    Imran, Mudassar
    [J]. INFECTIOUS DISEASES OF POVERTY, 2015, 4
  • [22] Measuring the impact of Ebola control measures in Sierra Leone
    Kucharski, Adam J.
    Camacho, Anton
    Flasche, Stefan
    Glover, Rebecca E.
    Edmunds, W. John
    Funk, Sebastian
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (46) : 14366 - 14371
  • [23] Ebola Virus Outbreak Investigation, Sierra Leone, September 28-November 11, 2014
    Lu, Hui-Jun
    Qian, Jun
    Kargbo, David
    Zhang, Xiao-Guang
    Yang, Fan
    Hu, Yi
    Sun, Yang
    Cao, Yu-Xi
    Deng, Yong-Qiang
    Su, Hao-Xiang
    Dafae, Foday
    Sun, Yu
    Wang, Cheng-Yu
    Nie, Wei-Min
    Bai, Chang-Qing
    Xia, Zhi-Ping
    Liu, Kun
    Kargbo, Brima
    Gao, George F.
    Jiang, Jia-Fu
    [J]. EMERGING INFECTIOUS DISEASES, 2015, 21 (11) : 1921 - 1927
  • [24] Ebola Virus Disease in the Democratic Republic of Congo
    Maganga, Gael D.
    Kapetshi, Jimmy
    Berthet, Nicolas
    Ilunga, Benoit Kebela
    Kabange, Felix
    Kingebeni, Placide Mbala
    Mondonge, Vital
    Muyembe, Jean-Jacques T.
    Bertherat, Eric
    Briand, Sylvie
    Cabore, Joseph
    Epelboin, Alain
    Formenty, Pierre
    Kobinger, Gary
    Gonzalez-Angulo, Lice
    Labouba, Ingrid
    Manuguerra, Jean-Claude
    Okwo-Bele, Jean-Marie
    Dye, Christopher
    Leroy, Eric M.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (22) : 2083 - 2091
  • [25] Spatiotemporal spread of the 2014 outbreak of Ebola virus disease in Liberia and the effectiveness of non-pharmaceutical interventions: a computational modelling analysis
    Merler, Stefano
    Ajelli, Marco
    Fumanelli, Laura
    Gomes, Marcelo F. C.
    Pastore y Piontti, Ana
    Rossi, Luca
    Chao, Dennis L.
    Longini, Ira M., Jr.
    Halloran, M. Elizabeth
    Vespignani, Alessandro
    [J]. LANCET INFECTIOUS DISEASES, 2015, 15 (02) : 204 - 211
  • [26] Association between temperature, humidity and ebolavirus disease outbreaks in Africa, 1976 to 2014
    Ng, S.
    Basta, N. E.
    Cowling, B. J.
    [J]. EUROSURVEILLANCE, 2014, 19 (35) : 16 - 26
  • [27] A limited outbreak of Ebola haemorrhagic fever in Etoumbi, Republic of Congo, 2005
    Nkoghe, Dieudonne
    Kone, Mamadou Lamine
    Yada, Adamou
    Leroy, Eric
    [J]. TRANSACTIONS OF THE ROYAL SOCIETY OF TROPICAL MEDICINE AND HYGIENE, 2011, 105 (08) : 466 - 472
  • [28] Rivers CM., 2014, PLoS Curr., V6, DOI [DOI 10.1371/CURRENTS.OUTBREAKS.FD38DD85078565450B0BE3FCD78F5CCF, 10.1371/currents.outbreaks.fd38dd85078565450b0be3fcd78f5ccf]
  • [29] Clinical Illness and Outcomes in Patients with Ebola in Sierra Leone
    Schieffelin, J. S.
    Shaffer, J. G.
    Goba, A.
    Gbakie, M.
    Gire, S. K.
    Colubri, A.
    Sealfon, R. S. G.
    Kanneh, L.
    Moigboi, A.
    Momoh, M.
    Fullah, M.
    Moses, L. M.
    Brown, B. L.
    Andersen, K. G.
    Winnicki, S.
    Schaffner, S. F.
    Park, D. J.
    Yozwiak, N. L.
    Jiang, P. -P.
    Kargbo, D.
    Jalloh, S.
    Fonnie, M.
    Sinnah, V.
    French, I.
    Kovoma, A.
    Kamara, F. K.
    Tucker, V.
    Konuwa, E.
    Sellu, J.
    Mustapha, I.
    Foday, M.
    Yillah, M.
    Kanneh, F.
    Saffa, S.
    Massally, J. L. B.
    Boisen, M. L.
    Branco, L. M.
    Vandi, M. A.
    Grant, D. S.
    Happi, C.
    Gevao, S. M.
    Fletcher, T. E.
    Fowler, R. A.
    Bausch, D. G.
    Sabeti, P. C.
    Khan, S. H.
    Garry, R. F.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (22) : 2092 - 2100
  • [30] Ebola virus disease in Africa: epidemiology and nosocomial transmission
    Shears, P.
    O'Dempsey, T. J. D.
    [J]. JOURNAL OF HOSPITAL INFECTION, 2015, 90 (01) : 1 - 9