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 transmis...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Giovanni Marini, Mattia Calzolari, Paola Angelini, Romeo Bellini, Silvia Bellini, Luca Bolzoni, Deborah Torri, Francesco Defilippo, Ilaria Dorigatti, Birgit Nikolay, Andrea Pugliese, Roberto Rosà, Marco Tamba
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2020
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0007953
https://doaj.org/article/7596906ec001466ea532dfb1ab43f20b
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spelling ftdoajarticles:oai:doaj.org/article:7596906ec001466ea532dfb1ab43f20b 2023-05-15T15:16:18+02:00 A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy. Giovanni Marini Mattia Calzolari Paola Angelini Romeo Bellini Silvia Bellini Luca Bolzoni Deborah Torri Francesco Defilippo Ilaria Dorigatti Birgit Nikolay Andrea Pugliese Roberto Rosà Marco Tamba 2020-01-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0007953 https://doaj.org/article/7596906ec001466ea532dfb1ab43f20b EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0007953 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0007953 https://doaj.org/article/7596906ec001466ea532dfb1ab43f20b PLoS Neglected Tropical Diseases, Vol 14, Iss 1, p e0007953 (2020) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2020 ftdoajarticles https://doi.org/10.1371/journal.pntd.0007953 2022-12-31T07:48:33Z 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. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 14 1 e0007953
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Giovanni Marini
Mattia Calzolari
Paola Angelini
Romeo Bellini
Silvia Bellini
Luca Bolzoni
Deborah Torri
Francesco Defilippo
Ilaria Dorigatti
Birgit Nikolay
Andrea Pugliese
Roberto Rosà
Marco Tamba
A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
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 Article in Journal/Newspaper
author Giovanni Marini
Mattia Calzolari
Paola Angelini
Romeo Bellini
Silvia Bellini
Luca Bolzoni
Deborah Torri
Francesco Defilippo
Ilaria Dorigatti
Birgit Nikolay
Andrea Pugliese
Roberto Rosà
Marco Tamba
author_facet Giovanni Marini
Mattia Calzolari
Paola Angelini
Romeo Bellini
Silvia Bellini
Luca Bolzoni
Deborah Torri
Francesco Defilippo
Ilaria Dorigatti
Birgit Nikolay
Andrea Pugliese
Roberto Rosà
Marco Tamba
author_sort Giovanni Marini
title 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_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_sort quantitative comparison of west nile virus incidence from 2013 to 2018 in emilia-romagna, italy.
publisher Public Library of Science (PLoS)
publishDate 2020
url https://doi.org/10.1371/journal.pntd.0007953
https://doaj.org/article/7596906ec001466ea532dfb1ab43f20b
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 14, Iss 1, p e0007953 (2020)
op_relation https://doi.org/10.1371/journal.pntd.0007953
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0007953
https://doaj.org/article/7596906ec001466ea532dfb1ab43f20b
op_doi https://doi.org/10.1371/journal.pntd.0007953
container_title PLOS Neglected Tropical Diseases
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