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A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy
BACKGROUND: West Nile virus (WNV) transmission was much greater in 2018 than in previous seasons in Europe. Focusing on Emilia-Romagna region (northern Italy), we analyzed detailed entomological and epidemiological data collected in 2013–2018 to quantitatively assess environmental drivers of transmi...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6939904/ https://www.ncbi.nlm.nih.gov/pubmed/31895933 http://dx.doi.org/10.1371/journal.pntd.0007953 |
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author | Marini, Giovanni Calzolari, Mattia Angelini, Paola Bellini, Romeo Bellini, Silvia Bolzoni, Luca Torri, Deborah Defilippo, Francesco Dorigatti, Ilaria Nikolay, Birgit Pugliese, Andrea Rosà, Roberto Tamba, Marco |
author_facet | Marini, Giovanni Calzolari, Mattia Angelini, Paola Bellini, Romeo Bellini, Silvia Bolzoni, Luca Torri, Deborah Defilippo, Francesco Dorigatti, Ilaria Nikolay, Birgit Pugliese, Andrea Rosà, Roberto Tamba, Marco |
author_sort | Marini, Giovanni |
collection | PubMed |
description | BACKGROUND: West Nile virus (WNV) transmission was much greater in 2018 than in previous seasons in Europe. Focusing on Emilia-Romagna region (northern Italy), we analyzed detailed entomological and epidemiological data collected in 2013–2018 to quantitatively assess environmental drivers of transmission and explore hypotheses to better understand why the 2018 epidemiological season was substantially different than the previous seasons. In particular, in 2018 WNV was detected at least two weeks before the observed circulation in 2013–2017 and in a larger number of mosquito pools. Transmission resulted in 100 neuroinvasive human cases in the region, more than the total number of cases recorded between 2013 and 2017. METHODOLOGY: We used temperature-driven mathematical models calibrated through a Bayesian approach to simulate mosquito population dynamics and WNV infection rates in the avian population. We then estimated the human transmission risk as the probability, for a person living in the study area, of being bitten by an infectious mosquito in a given week. Finally, we translated such risk into reported WNV human infections. PRINCIPAL FINDINGS: The estimated prevalence of WNV in the mosquito and avian populations were significantly higher in 2018 with respect to 2013–2017 seasons, especially in the eastern part of the region. Furthermore, peak avian prevalence was estimated to have occurred earlier, corresponding to a steeper decline towards the end of summer. The high mosquito prevalence resulted in a much greater predicted risk for human transmission in 2018, which was estimated to be up to eight times higher than previous seasons. We hypothesized, on the basis of our modelling results, that such greater WNV circulation might be partially explained by exceptionally high spring temperatures, which have likely helped to amplify WNV transmission at the beginning of the 2018 season. |
format | Online Article Text |
id | pubmed-6939904 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69399042020-01-10 A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy Marini, Giovanni Calzolari, Mattia Angelini, Paola Bellini, Romeo Bellini, Silvia Bolzoni, Luca Torri, Deborah Defilippo, Francesco Dorigatti, Ilaria Nikolay, Birgit Pugliese, Andrea Rosà, Roberto Tamba, Marco PLoS Negl Trop Dis Research Article BACKGROUND: West Nile virus (WNV) transmission was much greater in 2018 than in previous seasons in Europe. Focusing on Emilia-Romagna region (northern Italy), we analyzed detailed entomological and epidemiological data collected in 2013–2018 to quantitatively assess environmental drivers of transmission and explore hypotheses to better understand why the 2018 epidemiological season was substantially different than the previous seasons. In particular, in 2018 WNV was detected at least two weeks before the observed circulation in 2013–2017 and in a larger number of mosquito pools. Transmission resulted in 100 neuroinvasive human cases in the region, more than the total number of cases recorded between 2013 and 2017. METHODOLOGY: We used temperature-driven mathematical models calibrated through a Bayesian approach to simulate mosquito population dynamics and WNV infection rates in the avian population. We then estimated the human transmission risk as the probability, for a person living in the study area, of being bitten by an infectious mosquito in a given week. Finally, we translated such risk into reported WNV human infections. PRINCIPAL FINDINGS: The estimated prevalence of WNV in the mosquito and avian populations were significantly higher in 2018 with respect to 2013–2017 seasons, especially in the eastern part of the region. Furthermore, peak avian prevalence was estimated to have occurred earlier, corresponding to a steeper decline towards the end of summer. The high mosquito prevalence resulted in a much greater predicted risk for human transmission in 2018, which was estimated to be up to eight times higher than previous seasons. We hypothesized, on the basis of our modelling results, that such greater WNV circulation might be partially explained by exceptionally high spring temperatures, which have likely helped to amplify WNV transmission at the beginning of the 2018 season. Public Library of Science 2020-01-02 /pmc/articles/PMC6939904/ /pubmed/31895933 http://dx.doi.org/10.1371/journal.pntd.0007953 Text en © 2020 Marini 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 Marini, Giovanni Calzolari, Mattia Angelini, Paola Bellini, Romeo Bellini, Silvia Bolzoni, Luca Torri, Deborah Defilippo, Francesco Dorigatti, Ilaria Nikolay, Birgit Pugliese, Andrea Rosà, Roberto Tamba, Marco A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy |
title | A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy |
title_full | A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy |
title_fullStr | A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy |
title_full_unstemmed | A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy |
title_short | A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy |
title_sort | quantitative comparison of west nile virus incidence from 2013 to 2018 in emilia-romagna, italy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6939904/ https://www.ncbi.nlm.nih.gov/pubmed/31895933 http://dx.doi.org/10.1371/journal.pntd.0007953 |
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