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Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt

We previously developed a mathematical simulation of serogroup A Neisseria meningitidis (NmA) transmission in Burkina Faso, with the goal of forecasting the relative benefit of different vaccination programs. Here, we revisit key structural assumptions of the model by comparing how accurately the di...

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Autores principales: Jackson, Michael L., Diallo, Alpha Oumar, Médah, Isaie, Bicaba, Brice Wilfried, Yaméogo, Issaka, Koussoubé, Daouda, Ouédraogo, Rasmata, Sangaré, Lassané, Mbaeyi, Sarah A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201925/
https://www.ncbi.nlm.nih.gov/pubmed/30359419
http://dx.doi.org/10.1371/journal.pone.0206117
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author Jackson, Michael L.
Diallo, Alpha Oumar
Médah, Isaie
Bicaba, Brice Wilfried
Yaméogo, Issaka
Koussoubé, Daouda
Ouédraogo, Rasmata
Sangaré, Lassané
Mbaeyi, Sarah A.
author_facet Jackson, Michael L.
Diallo, Alpha Oumar
Médah, Isaie
Bicaba, Brice Wilfried
Yaméogo, Issaka
Koussoubé, Daouda
Ouédraogo, Rasmata
Sangaré, Lassané
Mbaeyi, Sarah A.
author_sort Jackson, Michael L.
collection PubMed
description We previously developed a mathematical simulation of serogroup A Neisseria meningitidis (NmA) transmission in Burkina Faso, with the goal of forecasting the relative benefit of different vaccination programs. Here, we revisit key structural assumptions of the model by comparing how accurately the different assumptions reproduce observed NmA trends following vaccine introduction. A priori, we updated several of the model’s parameters based on recently published studies. We simulated NmA disease under different assumptions about duration of vaccine-induced protection (including the possibility that vaccine-induced protection may last longer than natural immunity). We compared simulated and observed case counts from 2011–2017. We then used the best-fit model to forecast the impact of different vaccination strategies. Our updated model, with the assumption that vaccine-induced immunity lasts longer than immunity following NmA colonization, was able to reproduce observed trends in NmA disease. The updated model predicts that, following a mass campaign among persons 1–29 years of age, either routine immunization of 9 month-old children or periodic mini-campaigns among children 1–4 years of age will lead to sustained control of epidemic NmA in Burkina Faso. This validated model can help public health officials set policies for meningococcal vaccination in Africa.
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spelling pubmed-62019252018-11-19 Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt Jackson, Michael L. Diallo, Alpha Oumar Médah, Isaie Bicaba, Brice Wilfried Yaméogo, Issaka Koussoubé, Daouda Ouédraogo, Rasmata Sangaré, Lassané Mbaeyi, Sarah A. PLoS One Research Article We previously developed a mathematical simulation of serogroup A Neisseria meningitidis (NmA) transmission in Burkina Faso, with the goal of forecasting the relative benefit of different vaccination programs. Here, we revisit key structural assumptions of the model by comparing how accurately the different assumptions reproduce observed NmA trends following vaccine introduction. A priori, we updated several of the model’s parameters based on recently published studies. We simulated NmA disease under different assumptions about duration of vaccine-induced protection (including the possibility that vaccine-induced protection may last longer than natural immunity). We compared simulated and observed case counts from 2011–2017. We then used the best-fit model to forecast the impact of different vaccination strategies. Our updated model, with the assumption that vaccine-induced immunity lasts longer than immunity following NmA colonization, was able to reproduce observed trends in NmA disease. The updated model predicts that, following a mass campaign among persons 1–29 years of age, either routine immunization of 9 month-old children or periodic mini-campaigns among children 1–4 years of age will lead to sustained control of epidemic NmA in Burkina Faso. This validated model can help public health officials set policies for meningococcal vaccination in Africa. Public Library of Science 2018-10-25 /pmc/articles/PMC6201925/ /pubmed/30359419 http://dx.doi.org/10.1371/journal.pone.0206117 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Jackson, Michael L.
Diallo, Alpha Oumar
Médah, Isaie
Bicaba, Brice Wilfried
Yaméogo, Issaka
Koussoubé, Daouda
Ouédraogo, Rasmata
Sangaré, Lassané
Mbaeyi, Sarah A.
Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt
title Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt
title_full Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt
title_fullStr Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt
title_full_unstemmed Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt
title_short Initial validation of a simulation model for estimating the impact of serogroup A Neisseria meningitidis vaccination in the African meningitis belt
title_sort initial validation of a simulation model for estimating the impact of serogroup a neisseria meningitidis vaccination in the african meningitis belt
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201925/
https://www.ncbi.nlm.nih.gov/pubmed/30359419
http://dx.doi.org/10.1371/journal.pone.0206117
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