Cargando…

A review of models applied to the geographic spread of Zika virus

In recent years, Zika virus (ZIKV) has expanded its geographic range and in 2015–2016 caused a substantial epidemic linked to a surge in developmental and neurological complications in newborns. Mathematical models are powerful tools for assessing ZIKV spread and can reveal important information for...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Sabrina L, Messina, Jane P, Pybus, Oliver G, Kraemer, Moritz U G, Gardner, Lauren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8417088/
https://www.ncbi.nlm.nih.gov/pubmed/33570155
http://dx.doi.org/10.1093/trstmh/trab009
_version_ 1783748314482606080
author Li, Sabrina L
Messina, Jane P
Pybus, Oliver G
Kraemer, Moritz U G
Gardner, Lauren
author_facet Li, Sabrina L
Messina, Jane P
Pybus, Oliver G
Kraemer, Moritz U G
Gardner, Lauren
author_sort Li, Sabrina L
collection PubMed
description In recent years, Zika virus (ZIKV) has expanded its geographic range and in 2015–2016 caused a substantial epidemic linked to a surge in developmental and neurological complications in newborns. Mathematical models are powerful tools for assessing ZIKV spread and can reveal important information for preventing future outbreaks. We reviewed the literature and retrieved modelling studies that were developed to understand the spatial epidemiology of ZIKV spread and risk. We classified studies by type, scale, aim and applications and discussed their characteristics, strengths and limitations. We examined the main objectives of these models and evaluated the effectiveness of integrating epidemiological and phylogeographic data, along with socioenvironmental risk factors that are known to contribute to vector–human transmission. We also assessed the promising application of human mobility data as a real-time indicator of ZIKV spread. Lastly, we summarised model validation methods used in studies to ensure accuracy in models and modelled outcomes. Models are helpful for understanding ZIKV spread and their characteristics should be carefully considered when developing future modelling studies to improve arbovirus surveillance.
format Online
Article
Text
id pubmed-8417088
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-84170882021-09-09 A review of models applied to the geographic spread of Zika virus Li, Sabrina L Messina, Jane P Pybus, Oliver G Kraemer, Moritz U G Gardner, Lauren Trans R Soc Trop Med Hyg Review Article In recent years, Zika virus (ZIKV) has expanded its geographic range and in 2015–2016 caused a substantial epidemic linked to a surge in developmental and neurological complications in newborns. Mathematical models are powerful tools for assessing ZIKV spread and can reveal important information for preventing future outbreaks. We reviewed the literature and retrieved modelling studies that were developed to understand the spatial epidemiology of ZIKV spread and risk. We classified studies by type, scale, aim and applications and discussed their characteristics, strengths and limitations. We examined the main objectives of these models and evaluated the effectiveness of integrating epidemiological and phylogeographic data, along with socioenvironmental risk factors that are known to contribute to vector–human transmission. We also assessed the promising application of human mobility data as a real-time indicator of ZIKV spread. Lastly, we summarised model validation methods used in studies to ensure accuracy in models and modelled outcomes. Models are helpful for understanding ZIKV spread and their characteristics should be carefully considered when developing future modelling studies to improve arbovirus surveillance. Oxford University Press 2021-02-11 /pmc/articles/PMC8417088/ /pubmed/33570155 http://dx.doi.org/10.1093/trstmh/trab009 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Royal Society of Tropical Medicine and Hygiene. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Li, Sabrina L
Messina, Jane P
Pybus, Oliver G
Kraemer, Moritz U G
Gardner, Lauren
A review of models applied to the geographic spread of Zika virus
title A review of models applied to the geographic spread of Zika virus
title_full A review of models applied to the geographic spread of Zika virus
title_fullStr A review of models applied to the geographic spread of Zika virus
title_full_unstemmed A review of models applied to the geographic spread of Zika virus
title_short A review of models applied to the geographic spread of Zika virus
title_sort review of models applied to the geographic spread of zika virus
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8417088/
https://www.ncbi.nlm.nih.gov/pubmed/33570155
http://dx.doi.org/10.1093/trstmh/trab009
work_keys_str_mv AT lisabrinal areviewofmodelsappliedtothegeographicspreadofzikavirus
AT messinajanep areviewofmodelsappliedtothegeographicspreadofzikavirus
AT pybusoliverg areviewofmodelsappliedtothegeographicspreadofzikavirus
AT kraemermoritzug areviewofmodelsappliedtothegeographicspreadofzikavirus
AT gardnerlauren areviewofmodelsappliedtothegeographicspreadofzikavirus
AT lisabrinal reviewofmodelsappliedtothegeographicspreadofzikavirus
AT messinajanep reviewofmodelsappliedtothegeographicspreadofzikavirus
AT pybusoliverg reviewofmodelsappliedtothegeographicspreadofzikavirus
AT kraemermoritzug reviewofmodelsappliedtothegeographicspreadofzikavirus
AT gardnerlauren reviewofmodelsappliedtothegeographicspreadofzikavirus