Literature DB >> 25642358

Early epidemic dynamics of the west african 2014 ebola outbreak: estimates derived with a simple two-parameter model.

David Fisman1, Edwin Khoo1, Ashleigh Tuite1.   

Abstract

The 2014 West African Ebola virus outbreak, now more correctly referred to as an epidemic, is the largest ever to occur. As of August 28, 2014, concerns have been raised that control efforts, particularly in Liberia, have been ineffective, as reported case counts continue to increase. Limited data are available on the epidemiology of the outbreak. However, reported cumulative incidence data as well as death counts are available for Guinea, Sierra Leone, Liberia and Nigeria. We utilized a simple, two parameter mathematical model of epidemic growth and control, to characterize epidemic growth patterns in West Africa, to evaluate the degree to which the epidemic is being controlled, and to assess the potential implications of growth patterns for epidemic size. Models demonstrated good fits to data. Overall basic reproductive number (R0) for the epidemic was estimated to be between 1.6 and 2.0, consistent with prior outbreaks. However, we identified only weak evidence for the occurrence of epidemic control in West Africa as a whole, and essentially no evidence for control in Liberia (though slowing of growth was seen in Guinea and Sierra Leone). It is projected that small reductions in transmission would prevent tens of thousands of future infections. These findings suggest that there is an extraordinary need for improved control measures for the 2014 Ebola epidemic, especially in Liberia, if catastrophe is to be averted.

Entities:  

Year:  2014        PMID: 25642358      PMCID: PMC4169344          DOI: 10.1371/currents.outbreaks.89c0d3783f36958d96ebbae97348d571

Source DB:  PubMed          Journal:  PLoS Curr        ISSN: 2157-3999


  9 in total

1.  The basic reproductive number of Ebola and the effects of public health measures: the cases of Congo and Uganda.

Authors:  G Chowell; N W Hengartner; C Castillo-Chavez; P W Fenimore; J M Hyman
Journal:  J Theor Biol       Date:  2004-07-07       Impact factor: 2.691

2.  Understanding the dynamics of Ebola epidemics.

Authors:  J Legrand; R F Grais; P Y Boelle; A J Valleron; A Flahault
Journal:  Epidemiol Infect       Date:  2006-09-26       Impact factor: 2.451

Review 3.  Modelling an influenza pandemic: A guide for the perplexed.

Authors:  David Fisman
Journal:  CMAJ       Date:  2009-07-20       Impact factor: 8.262

Review 4.  Basic clinical and laboratory features of filoviral hemorrhagic fever.

Authors:  Mark G Kortepeter; Daniel G Bausch; Mike Bray
Journal:  J Infect Dis       Date:  2011-11       Impact factor: 5.226

5.  The international Ebola emergency.

Authors:  Sylvie Briand; Eric Bertherat; Paul Cox; Pierre Formenty; Marie-Paule Kieny; Joel K Myhre; Cathy Roth; Nahoko Shindo; Christopher Dye
Journal:  N Engl J Med       Date:  2014-08-20       Impact factor: 91.245

6.  Incubation period of ebola hemorrhagic virus subtype zaire.

Authors:  Martin Eichner; Scott F Dowell; Nina Firese
Journal:  Osong Public Health Res Perspect       Date:  2011-04-12

7.  An IDEA for short term outbreak projection: nearcasting using the basic reproduction number.

Authors:  David N Fisman; Tanya S Hauck; Ashleigh R Tuite; Amy L Greer
Journal:  PLoS One       Date:  2013-12-31       Impact factor: 3.240

8.  Dynamic transmission modeling: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force--5.

Authors:  Richard Pitman; David Fisman; Gregory S Zaric; Maarten Postma; Mirjam Kretzschmar; John Edmunds; Marc Brisson
Journal:  Value Health       Date:  2012 Sep-Oct       Impact factor: 5.725

9.  Ebola viral disease outbreak--West Africa, 2014.

Authors:  Meredith G Dixon; Ilana J Schafer
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2014-06-27       Impact factor: 17.586

  9 in total
  82 in total

1.  Characterizing Ebola Transmission Patterns Based on Internet News Reports.

Authors:  Julie M Cleaton; Cecile Viboud; Lone Simonsen; Ana M Hurtado; Gerardo Chowell
Journal:  Clin Infect Dis       Date:  2015-09-03       Impact factor: 9.079

2.  Early Transmissibility Assessment of a Novel Coronavirus in Wuhan, China.

Authors:  Maimuna S Majumder; Kenneth D Mandl
Journal:  SSRN       Date:  2020-01-24

3.  A mechanistic spatio-temporal framework for modelling individual-to-individual transmission-With an application to the 2014-2015 West Africa Ebola outbreak.

Authors:  Max S Y Lau; Gavin J Gibson; Hola Adrakey; Amanda McClelland; Steven Riley; Jon Zelner; George Streftaris; Sebastian Funk; Jessica Metcalf; Benjamin D Dalziel; Bryan T Grenfell
Journal:  PLoS Comput Biol       Date:  2017-10-30       Impact factor: 4.475

4.  Temporal variations in the effective reproduction number of the 2014 west Africa ebola outbreak.

Authors:  Sherry Towers; Oscar Patterson-Lomba; Carlos Castillo-Chavez
Journal:  PLoS Curr       Date:  2014-09-18

5.  The RAPIDD Ebola forecasting challenge: Model description and synthetic data generation.

Authors:  Marco Ajelli; Qian Zhang; Kaiyuan Sun; Stefano Merler; Laura Fumanelli; Gerardo Chowell; Lone Simonsen; Cecile Viboud; Alessandro Vespignani
Journal:  Epidemics       Date:  2017-09-20       Impact factor: 4.396

6.  Epidemiological and viral genomic sequence analysis of the 2014 ebola outbreak reveals clustered transmission.

Authors:  Samuel V Scarpino; Atila Iamarino; Chad Wells; Dan Yamin; Martial Ndeffo-Mbah; Natasha S Wenzel; Spencer J Fox; Tolbert Nyenswah; Frederick L Altice; Alison P Galvani; Lauren Ancel Meyers; Jeffrey P Townsend
Journal:  Clin Infect Dis       Date:  2014-12-15       Impact factor: 9.079

7.  Assessing the direct effects of the ebola outbreak on life expectancy in liberia, sierra leone and Guinea.

Authors:  Stephane Helleringer; Andrew Noymer
Journal:  PLoS Curr       Date:  2015-02-19

8.  State estimators for some epidemiological systems.

Authors:  A Iggidr; M O Souza
Journal:  J Math Biol       Date:  2018-07-21       Impact factor: 2.259

9.  Modeling the 2014 Ebola Virus Epidemic - Agent-Based Simulations, Temporal Analysis and Future Predictions for Liberia and Sierra Leone.

Authors:  Constantinos Siettos; Cleo Anastassopoulou; Lucia Russo; Christos Grigoras; Eleftherios Mylonakis
Journal:  PLoS Curr       Date:  2015-03-09

10.  A three-scale network model for the early growth dynamics of 2014 west Africa ebola epidemic.

Authors:  Maria A Kiskowski
Journal:  PLoS Curr       Date:  2014-11-13
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.