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Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models

Hepatitis B is a global epidemic that requires carefully orchestrated vaccination initiatives in geographical regions of medium to high endemicity to reach the World Health Organization’s elimination targets by 2030. This study compares two widely-used deterministic hepatitis B models—the Imperial H...

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Autores principales: de Villiers, Margaret J., Gamkrelidze, Ivane, Hallett, Timothy B., Nayagam, Shevanthi, Razavi, Homie, Razavi-Shearer, Devin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416941/
https://www.ncbi.nlm.nih.gov/pubmed/32776972
http://dx.doi.org/10.1371/journal.pone.0237525
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author de Villiers, Margaret J.
Gamkrelidze, Ivane
Hallett, Timothy B.
Nayagam, Shevanthi
Razavi, Homie
Razavi-Shearer, Devin
author_facet de Villiers, Margaret J.
Gamkrelidze, Ivane
Hallett, Timothy B.
Nayagam, Shevanthi
Razavi, Homie
Razavi-Shearer, Devin
author_sort de Villiers, Margaret J.
collection PubMed
description Hepatitis B is a global epidemic that requires carefully orchestrated vaccination initiatives in geographical regions of medium to high endemicity to reach the World Health Organization’s elimination targets by 2030. This study compares two widely-used deterministic hepatitis B models—the Imperial HBV model and the CDA Foundation’s PRoGReSs—based on their predicted outcomes in four countries. The impact of scaling up of the timely birth dose of the hepatitis B vaccine is also investigated. The two models predicted largely similar outcomes for the impact of vaccination programmes on the projected numbers of new cases and deaths under high levels of the infant hepatitis B vaccine series. However, scenarios for the scaling up of the infant hepatitis B vaccine series had a larger impact in the PRoGReSs model than in the Imperial model due to the infant vaccine series directly leading to the reduction of perinatal transmission in the PRoGReSs model, but not in the Imperial model. Meanwhile, scaling up of the timely birth dose vaccine had a greater impact on the outcomes of the Imperial hepatitis B model than in the PRoGReSs model due to the greater protection that the birth dose vaccine confers to infants in the Imperial model compared to the PRoGReSs model. These differences underlie the differences in projections made by the models under some circumstances. Both sets of assumptions are consistent with available data and reveal a structural uncertainty that was not apparent in either model in isolation. Those relying on projections from models should consider outputs from both models and this analysis provides further evidence of the benefits of systematic model comparison for enhancing modelling analyses.
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spelling pubmed-74169412020-08-19 Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models de Villiers, Margaret J. Gamkrelidze, Ivane Hallett, Timothy B. Nayagam, Shevanthi Razavi, Homie Razavi-Shearer, Devin PLoS One Research Article Hepatitis B is a global epidemic that requires carefully orchestrated vaccination initiatives in geographical regions of medium to high endemicity to reach the World Health Organization’s elimination targets by 2030. This study compares two widely-used deterministic hepatitis B models—the Imperial HBV model and the CDA Foundation’s PRoGReSs—based on their predicted outcomes in four countries. The impact of scaling up of the timely birth dose of the hepatitis B vaccine is also investigated. The two models predicted largely similar outcomes for the impact of vaccination programmes on the projected numbers of new cases and deaths under high levels of the infant hepatitis B vaccine series. However, scenarios for the scaling up of the infant hepatitis B vaccine series had a larger impact in the PRoGReSs model than in the Imperial model due to the infant vaccine series directly leading to the reduction of perinatal transmission in the PRoGReSs model, but not in the Imperial model. Meanwhile, scaling up of the timely birth dose vaccine had a greater impact on the outcomes of the Imperial hepatitis B model than in the PRoGReSs model due to the greater protection that the birth dose vaccine confers to infants in the Imperial model compared to the PRoGReSs model. These differences underlie the differences in projections made by the models under some circumstances. Both sets of assumptions are consistent with available data and reveal a structural uncertainty that was not apparent in either model in isolation. Those relying on projections from models should consider outputs from both models and this analysis provides further evidence of the benefits of systematic model comparison for enhancing modelling analyses. Public Library of Science 2020-08-10 /pmc/articles/PMC7416941/ /pubmed/32776972 http://dx.doi.org/10.1371/journal.pone.0237525 Text en © 2020 de Villiers et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
de Villiers, Margaret J.
Gamkrelidze, Ivane
Hallett, Timothy B.
Nayagam, Shevanthi
Razavi, Homie
Razavi-Shearer, Devin
Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models
title Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models
title_full Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models
title_fullStr Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models
title_full_unstemmed Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models
title_short Modelling hepatitis B virus infection and impact of timely birth dose vaccine: A comparison of two simulation models
title_sort modelling hepatitis b virus infection and impact of timely birth dose vaccine: a comparison of two simulation models
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416941/
https://www.ncbi.nlm.nih.gov/pubmed/32776972
http://dx.doi.org/10.1371/journal.pone.0237525
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