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A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan
The first large outbreak of hand, foot, and mouth disease (HFMD) with severe complications primarily caused by enterovirus 71 was reported in Taiwan in 1998. Surveillance of HFMD to evaluate the spread of HFMD with and without infection control policy is needed. We developed a new dynamic epidemic S...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4823833/ https://www.ncbi.nlm.nih.gov/pubmed/26567705 http://dx.doi.org/10.1017/S0950268815002630 |
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author | LAI, C.-C. JIANG, D.-S. WU, H.-M. CHEN, H.-H. |
author_facet | LAI, C.-C. JIANG, D.-S. WU, H.-M. CHEN, H.-H. |
author_sort | LAI, C.-C. |
collection | PubMed |
description | The first large outbreak of hand, foot, and mouth disease (HFMD) with severe complications primarily caused by enterovirus 71 was reported in Taiwan in 1998. Surveillance of HFMD to evaluate the spread of HFMD with and without infection control policy is needed. We developed a new dynamic epidemic Susceptible-Infected-Recovered (SIR) model to fit the surveillance data on containing valuable information on the severity of HFMD in order to accurately estimate the basic reproductive number (R(0)) of HFMD. After fitting the empirical data, in conjunction with other relevant parameters extracted from the literature, the estimated transmission coefficients were close to 5 × 10(−7) (per day) and the proportion of severe HFMD cases ranged between 0 and 0·0036 (per day). Taking into account the distribution of all parameters considered in our dynamic epidemic model, the R(0) computed was 1·37 (95% confidence interval 0·24–5·84), suggesting a higher likelihood of the spread of HFMD if no infection control policy is provided. The isolation strategy against the spread of HFMD not only delayed the epidemic peak with the delayed time ranging from 4 weeks for only 20% isolation to 47 weeks for 100% isolation but also reduced total number of HFMD cases with the percentage of reduction ranging from 1·3% for only 20% isolation to 13·3% for 100% isolation. The proposed model can also be flexible for evaluating the effectiveness of two other possible policies for containing HFMD, quarantine and vaccination (if the vaccine can be developed). |
format | Online Article Text |
id | pubmed-4823833 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-48238332016-04-20 A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan LAI, C.-C. JIANG, D.-S. WU, H.-M. CHEN, H.-H. Epidemiol Infect Original Papers The first large outbreak of hand, foot, and mouth disease (HFMD) with severe complications primarily caused by enterovirus 71 was reported in Taiwan in 1998. Surveillance of HFMD to evaluate the spread of HFMD with and without infection control policy is needed. We developed a new dynamic epidemic Susceptible-Infected-Recovered (SIR) model to fit the surveillance data on containing valuable information on the severity of HFMD in order to accurately estimate the basic reproductive number (R(0)) of HFMD. After fitting the empirical data, in conjunction with other relevant parameters extracted from the literature, the estimated transmission coefficients were close to 5 × 10(−7) (per day) and the proportion of severe HFMD cases ranged between 0 and 0·0036 (per day). Taking into account the distribution of all parameters considered in our dynamic epidemic model, the R(0) computed was 1·37 (95% confidence interval 0·24–5·84), suggesting a higher likelihood of the spread of HFMD if no infection control policy is provided. The isolation strategy against the spread of HFMD not only delayed the epidemic peak with the delayed time ranging from 4 weeks for only 20% isolation to 47 weeks for 100% isolation but also reduced total number of HFMD cases with the percentage of reduction ranging from 1·3% for only 20% isolation to 13·3% for 100% isolation. The proposed model can also be flexible for evaluating the effectiveness of two other possible policies for containing HFMD, quarantine and vaccination (if the vaccine can be developed). Cambridge University Press 2016-05 2015-11-16 /pmc/articles/PMC4823833/ /pubmed/26567705 http://dx.doi.org/10.1017/S0950268815002630 Text en © Cambridge University Press 2015 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Papers LAI, C.-C. JIANG, D.-S. WU, H.-M. CHEN, H.-H. A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan |
title | A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan |
title_full | A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan |
title_fullStr | A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan |
title_full_unstemmed | A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan |
title_short | A dynamic model for the outbreaks of hand, foot, and mouth disease in Taiwan |
title_sort | dynamic model for the outbreaks of hand, foot, and mouth disease in taiwan |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4823833/ https://www.ncbi.nlm.nih.gov/pubmed/26567705 http://dx.doi.org/10.1017/S0950268815002630 |
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