Literature DB >> 24034814

Mathematical model of the 2010 foot-and-mouth disease epidemic in Japan and evaluation of control measures.

Y Hayama1, T Yamamoto, S Kobayashi, N Muroga, T Tsutsui.   

Abstract

A large-scale foot-and-mouth disease (FMD) epidemic occurred in Japan in 2010. The epidemic arose in an area densely populated with cattle and pigs, continued for 3 months, and was contained by emergency vaccination. In this study, a mathematical simulation model of FMD transmission between farms was developed to generate the disease spread in the affected area. First, a farm-distance-based transmission kernel was estimated using the epidemic data. The estimated transmission kernel was then incorporated into the transmission model to evaluate the effectiveness of several control measures. The baseline model provided a good fit to the observed data during the period from imposition of movement restrictions until the implementation of vaccination. Our simulation results demonstrated that prompt culling on infected farms after detection could contribute to reducing the disease spread. The number of infected farms decreased to 30% of the baseline model by applying the 24-h prompt culling scenario. The early detection scenario resulted in a smaller-sized epidemic. However, the results of this scenario included a 35% chance of large-scale epidemic (more than 500 infected farms), even when the disease was detected 14 days earlier than in the baseline model. As additional options, preemptive culling could halt the epidemic more effectively. However, the preemptive culling scenario required substantial resources for culling operations. The 1-km preemptive scenario involved more than 50 farms remaining to be culled per day. Therefore, preemptive culling scenarios accompanied some difficulties in maintaining a sufficient capacity for culling in the affected area. A 10-km vaccination 7 days after the first detection of the disease demonstrated the potential to contain the epidemic to a small scale, while implementation of a 3-km vaccination on the same day could not effectively reduce epidemic size. In vaccination scenarios, the total number of farms that were either culled or vaccinated exceeded that of the baseline model. Vaccination scenarios therefore posed a problem of appropriate management of many vaccinated animals, whether these vaccinated animals would be culled or not. The present FMD transmission model developed using the 2010 FMD epidemic data in Japan provides useful information for consideration of suitable control strategies against FMD.
Copyright © 2013 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Control measures; FMD epidemic in Japan 2010; Mathematical model; Transmission kernel

Mesh:

Year:  2013        PMID: 24034814     DOI: 10.1016/j.prevetmed.2013.08.010

Source DB:  PubMed          Journal:  Prev Vet Med        ISSN: 0167-5877            Impact factor:   2.670


  14 in total

1.  Effects of regional differences and demography in modelling foot-and-mouth disease in cattle at the national scale.

Authors:  Kimberly Tsao; Stefan Sellman; Lindsay M Beck-Johnson; Deedra J Murrieta; Clayton Hallman; Tom Lindström; Ryan S Miller; Katie Portacci; Michael J Tildesley; Colleen T Webb
Journal:  Interface Focus       Date:  2019-12-13       Impact factor: 3.906

2.  Regional Relative Risk, a Physics-Based Metric for Characterizing Airborne Infectious Disease Transmission.

Authors:  Michael B Dillon; Charles F Dillon
Journal:  Appl Environ Microbiol       Date:  2021-08-25       Impact factor: 4.792

Review 3.  Data-Driven Models of Foot-and-Mouth Disease Dynamics: A Review.

Authors:  L W Pomeroy; S Bansal; M Tildesley; K I Moreno-Torres; M Moritz; N Xiao; T E Carpenter; R B Garabed
Journal:  Transbound Emerg Dis       Date:  2015-11-18       Impact factor: 5.005

4.  Post-traumatic stress disorder in participants of foot-and-mouth disease epidemic control in Miyazaki, Japan, in 2010.

Authors:  Juri Hibi; Aiko Kurosawa; Takuto Watanabe; Hazumu Kadowaki; Michiko Watari; Kohei Makita
Journal:  J Vet Med Sci       Date:  2015-05-05       Impact factor: 1.267

5.  Evaluation of the transmission risk of foot-and-mouth disease in Japan.

Authors:  Yoko Hayama; Takehisa Yamamoto; Sota Kobayashi; Norihiko Muroga; Toshiyuki Tsutsui
Journal:  J Vet Med Sci       Date:  2015-04-07       Impact factor: 1.267

6.  Evidence for Emergency Vaccination Having Played a Crucial Role to Control the 1965/66 Foot-and-Mouth Disease Outbreak in Switzerland.

Authors:  Dana Zingg; Stephan Häsler; Gertraud Schuepbach-Regula; Heinzpeter Schwermer; Salome Dürr
Journal:  Front Vet Sci       Date:  2015-12-14

7.  Data-Driven Risk Assessment from Small Scale Epidemics: Estimation and Model Choice for Spatio-Temporal Data with Application to a Classical Swine Fever Outbreak.

Authors:  Kokouvi Gamado; Glenn Marion; Thibaud Porphyre
Journal:  Front Vet Sci       Date:  2017-02-28

8.  Need for speed: An optimized gridding approach for spatially explicit disease simulations.

Authors:  Stefan Sellman; Kimberly Tsao; Michael J Tildesley; Peter Brommesson; Colleen T Webb; Uno Wennergren; Matt J Keeling; Tom Lindström
Journal:  PLoS Comput Biol       Date:  2018-04-06       Impact factor: 4.475

9.  Potential impact of species and livestock density on the epidemic size and effectiveness of control measures for foot-and-mouth disease in Japan.

Authors:  Yoko Hayama; Takehisa Yamamoto; Sota Kobayashi; Norihiko Muroga; Toshiyuki Tsutsui
Journal:  J Vet Med Sci       Date:  2015-08-07       Impact factor: 1.267

10.  Spatial transmission of H5N2 highly pathogenic avian influenza between Minnesota poultry premises during the 2015 outbreak.

Authors:  Peter J Bonney; Sasidhar Malladi; Gert Jan Boender; J Todd Weaver; Amos Ssematimba; David A Halvorson; Carol J Cardona
Journal:  PLoS One       Date:  2018-09-21       Impact factor: 3.240

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