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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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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. |
format | Online Article Text |
id | pubmed-6201925 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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