Literature DB >> 30844376

Assessment of West nile virus transmission risk from a weather-dependent epidemiological model and a global sensitivity analysis framework.

Ioannis Kioutsioukis1, Nikolaos I Stilianakis2.   

Abstract

West Nile virus (WNV) transmission risk is strongly related to weather conditions due to the sensitivity of the mosquitoes to climatic factors. We assess the WNV transmission risk of humans to seasonal weather conditions and the relative effects of parameters affecting the transmission dynamics. The assessment involves a known epidemiological model we extend to account for temperature and precipitation and a global uncertainty and sensitivity analysis framework. We focus on three relevant quantities, the basic reproduction number (R0), the minimum infection rate (MIR), and the number of infected individuals. The highest-priority weather-related WNV transmission risks can be attributed to the birth and death rate of mosquitoes, the biting rate of mosquitoes to birds, and the probability of transmission from birds to mosquitoes. Global sensitivity analysis indicates that these parameters make up a big part of the explained variance in R0 and MIR. The analysis allows for a dynamic assessment over time capturing the period parameters are more relevant than others. Global uncertainty and sensitivity analysis of WNV transmission risk to humans enable insights into the relative importance of individual parameters of the transmission cycle of the virus facilitating the understanding of the dynamics and the implementation of tailored control strategies.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Global sensitivity analysis; Infectious disease epidemiology; Mediterranean; Model; Prediction; Transmission risk; Weather; West Nile virus

Mesh:

Year:  2019        PMID: 30844376     DOI: 10.1016/j.actatropica.2019.03.003

Source DB:  PubMed          Journal:  Acta Trop        ISSN: 0001-706X            Impact factor:   3.112


  4 in total

1.  Predicting West Nile virus transmission in North American bird communities using phylogenetic mixed effects models and eBird citizen science data.

Authors:  Morgan P Kain; Benjamin M Bolker
Journal:  Parasit Vectors       Date:  2019-08-08       Impact factor: 3.876

Review 2.  The Role of Temperature in Transmission of Zoonotic Arboviruses.

Authors:  Alexander T Ciota; Alexander C Keyel
Journal:  Viruses       Date:  2019-11-01       Impact factor: 5.048

3.  Influence of socio-ecological factors on COVID-19 risk: a cross-sectional study based on 178 countries/regions worldwide.

Authors:  Dai Su; Yingchun Chen; Kevin He; Tao Zhang; Min Tan; Yunfan Zhang; Xingyu Zhang
Journal:  medRxiv       Date:  2020-04-29

4.  A quantitative comparison of West Nile virus incidence from 2013 to 2018 in Emilia-Romagna, Italy.

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
Journal:  PLoS Negl Trop Dis       Date:  2020-01-02
  4 in total

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