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      Human West Nile Meningo-Encephalitis in a Highly Endemic Country: A Complex Epidemiological Analysis on Biotic and Abiotic Risk Factors

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          Abstract

          West Nile virus (WNV) is one of the most prevalent mosquito-borne viruses. Although the infection in humans is mostly asymptomatic, 15–20% of cases show flu-like symptoms with fever. In 1% of infections, humans develop severe nervous symptoms and even die, a condition known as West Nile neuroinvasive disease (WNND). The aim of our study was to analyze the influence of abiotic and biotic factors with the human WNND cases during the period 2015–2019. A database containing all the localities in Romania was developed. Abiotic and biotic predictors were included for each locality: geographic variables, climatic data, and biotic factors. Spatial distribution of the WNND infections was analyzed using directional distribution (DD). The Spearman’s rank correlation coefficient was employed to assess the strength of association between the WNND infections and predictors. A model was generated using the random forest ensemble learning method. A total number of 535 human WNND cases were confirmed in 308 localities. The DD showed a south-eastern geographical distribution. Weak correlation was observed between the number of human WNND cases for each year and the predictors. The highest predicted probability was around urbanized patches in the south and southeast. Increased surveillance and control measures of vectors in risk areas should be implemented and educational campaigns should be made available for the general public in order to raise awareness of the disease and inform the population about prophylactic measures.

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              West Nile fever--a reemerging mosquito-borne viral disease in Europe.

              West Nile virus causes sporadic cases and outbreaks of human and equine disease in Europe (western Mediterranean and southern Russia in 1962-64, Belarus and Ukraine in the 1970s and 1980s, Romania in 1996-97, Czechland in 1997, and Italy in 1998). Environmental factors, including human activities, that enhance population densities of vector mosquitoes (heavy rains followed by floods, irrigation, higher than usual temperature, or formation of ecologic niches that enable mass breeding of mosquitoes) could increase the incidence of West Nile fever.
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                Author and article information

                Journal
                Int J Environ Res Public Health
                Int J Environ Res Public Health
                ijerph
                International Journal of Environmental Research and Public Health
                MDPI
                1661-7827
                1660-4601
                08 November 2020
                November 2020
                : 17
                : 21
                : 8250
                Affiliations
                [1 ]Department of Parasitology and Parasitic Diseases, University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca, 400372 Cluj-Napoca, Romania; cristiandomsa@ 123456gmail.com (C.D.); amihalca@ 123456usamvcluj.ro (A.D.M.)
                [2 ]Department of Infectious Diseases, University of Medicine and Pharmacy “Iuliu Hațieganu” of Cluj-Napoca, 400012 Cluj-Napoca, Romania
                [3 ]Department of Physics, Faculty of Sciences, Ghent University, B-9000 Ghent, Belgium; mpetric@ 123456avia-gis.com
                [4 ]Department of Physics, Faculty of Sciences, University of Novi Sad, 21102 Novi Sad, Serbia
                [5 ]Avia-GIS NV, 2980 Zoersel, Belgium
                [6 ]National Centre for Communicable Diseases Surveillance and Control, National Institute of Public Health, 050463 Bucharest, Romania; adriana.pistol@ 123456insp.gov.ro (A.P.); anca.sirbu@ 123456insp.gov.ro (A.S.)
                [7 ]Romanian Ornithological Society, Cluj Office, 400336 Cluj-Napoca, Romania
                Author notes
                [* ]Correspondence: mircea.coroian@ 123456usamvcluj.ro ; Tel.: +40-741-564-986
                Author information
                https://orcid.org/0000-0003-0772-3343
                https://orcid.org/0000-0003-3399-1405
                Article
                ijerph-17-08250
                10.3390/ijerph17218250
                7664930
                33171693
                3f889b8e-063f-4d3a-8a01-a66bdb855c3e
                © 2020 by the authors.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 22 September 2020
                : 02 November 2020
                Categories
                Article

                Public health
                abiotic,biotic,mosquito,modelling,predictors,west nile virus,wnnd
                Public health
                abiotic, biotic, mosquito, modelling, predictors, west nile virus, wnnd

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