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Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy

As part of measles elimination effort, evaluation of the vaccination program and real-time assessment of the epidemic dynamics constitute two important tasks to improve and strengthen the control. The present study aimed to develop an epidemiological modeling method which can be applied to estimatin...

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Autores principales: Ejima, Keisuke, Omori, Ryosuke, Aihara, Kazuyuki, Nishiura, Hiroshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341603/
https://www.ncbi.nlm.nih.gov/pubmed/22553462
http://dx.doi.org/10.7150/ijbs.4329
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author Ejima, Keisuke
Omori, Ryosuke
Aihara, Kazuyuki
Nishiura, Hiroshi
author_facet Ejima, Keisuke
Omori, Ryosuke
Aihara, Kazuyuki
Nishiura, Hiroshi
author_sort Ejima, Keisuke
collection PubMed
description As part of measles elimination effort, evaluation of the vaccination program and real-time assessment of the epidemic dynamics constitute two important tasks to improve and strengthen the control. The present study aimed to develop an epidemiological modeling method which can be applied to estimating the vaccine efficacy at an individual level while conducting the timely investigation of the epidemic. The multivariate renewal process model was employed to describe the temporal evolution of infection by vaccination history, jointly estimating the time-dependent reproduction number and the vaccine efficacy. Analyzing the enhanced surveillance data of measles in Aichi prefecture, Japan from 2007-08, the vaccine efficacy was estimated at 96.7% (95% confidence interval: 95.8, 97.4). Using an age structured model, the vaccine efficacy among those aged from 5-19 years was shown to be smaller than that among those from 0-4 years. The age-dependent vaccine efficacy estimate informs the age-groups to be targeted for revaccination. Because the estimation method can rest on readily available epidemiological data, the proposed model has a potential to be integrated with routine surveillance.
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spelling pubmed-33416032012-05-02 Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy Ejima, Keisuke Omori, Ryosuke Aihara, Kazuyuki Nishiura, Hiroshi Int J Biol Sci Research Paper As part of measles elimination effort, evaluation of the vaccination program and real-time assessment of the epidemic dynamics constitute two important tasks to improve and strengthen the control. The present study aimed to develop an epidemiological modeling method which can be applied to estimating the vaccine efficacy at an individual level while conducting the timely investigation of the epidemic. The multivariate renewal process model was employed to describe the temporal evolution of infection by vaccination history, jointly estimating the time-dependent reproduction number and the vaccine efficacy. Analyzing the enhanced surveillance data of measles in Aichi prefecture, Japan from 2007-08, the vaccine efficacy was estimated at 96.7% (95% confidence interval: 95.8, 97.4). Using an age structured model, the vaccine efficacy among those aged from 5-19 years was shown to be smaller than that among those from 0-4 years. The age-dependent vaccine efficacy estimate informs the age-groups to be targeted for revaccination. Because the estimation method can rest on readily available epidemiological data, the proposed model has a potential to be integrated with routine surveillance. Ivyspring International Publisher 2012-04-23 /pmc/articles/PMC3341603/ /pubmed/22553462 http://dx.doi.org/10.7150/ijbs.4329 Text en © Ivyspring International Publisher. This is an open-access article distributed under the terms of the Creative Commons License (http://creativecommons.org/licenses/by-nc-nd/3.0/). Reproduction is permitted for personal, noncommercial use, provided that the article is in whole, unmodified, and properly cited.
spellingShingle Research Paper
Ejima, Keisuke
Omori, Ryosuke
Aihara, Kazuyuki
Nishiura, Hiroshi
Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy
title Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy
title_full Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy
title_fullStr Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy
title_full_unstemmed Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy
title_short Real-time Investigation of Measles Epidemics with Estimate of Vaccine Efficacy
title_sort real-time investigation of measles epidemics with estimate of vaccine efficacy
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3341603/
https://www.ncbi.nlm.nih.gov/pubmed/22553462
http://dx.doi.org/10.7150/ijbs.4329
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