Human West Nile Meningo-Encephalitis in a Highly Endemic Country: A Complex Epidemiological Analysis on Biotic and Abiotic Risk Factors.
WNND
West Nile virus
abiotic
biotic
modelling
mosquito
predictors
Journal
International journal of environmental research and public health
ISSN: 1660-4601
Titre abrégé: Int J Environ Res Public Health
Pays: Switzerland
ID NLM: 101238455
Informations de publication
Date de publication:
08 11 2020
08 11 2020
Historique:
received:
22
09
2020
revised:
30
10
2020
accepted:
02
11
2020
entrez:
11
11
2020
pubmed:
12
11
2020
medline:
29
12
2020
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 33171693
pii: ijerph17218250
doi: 10.3390/ijerph17218250
pmc: PMC7664930
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Références
Proc Soc Exp Biol Med. 1951 Aug;77(4):661-5
pubmed: 14891830
Am J Trop Med Hyg. 2009 Feb;80(2):268-78
pubmed: 19190226
J Vector Ecol. 2013 Dec;38(2):210-4
pubmed: 24581347
Front Microbiol. 2018 Oct 11;9:2421
pubmed: 30369916
Euro Surveill. 2011 Jan 13;16(2):
pubmed: 21251489
Lancet. 1998 Sep 5;352(9130):767-71
pubmed: 9737281
Ecology. 2007 Nov;88(11):2783-92
pubmed: 18051647
Parasit Vectors. 2018 Oct 26;11(1):562
pubmed: 30367671
Int J Environ Res Public Health. 2013 Aug 09;10(8):3543-62
pubmed: 23939389
PLoS One. 2015 Mar 24;10(3):e0121158
pubmed: 25803814
Int J Health Geogr. 2014 Jul 01;13:26
pubmed: 24986363
J Math Biol. 2014 May;68(6):1553-82
pubmed: 23652768
C R Hebd Seances Acad Sci. 1964 Nov 30;259:4170-2
pubmed: 14260659
Expert Rev Anti Infect Ther. 2020 Feb;18(2):145-154
pubmed: 31914833
Emerg Infect Dis. 1999 Sep-Oct;5(5):643-50
pubmed: 10511520
Ecol Appl. 2008 Jul;18(5):1083-92
pubmed: 18686573
J Appl Microbiol. 2003;94 Suppl:47S-58S
pubmed: 12675936
Annu Rev Entomol. 2008;53:61-81
pubmed: 17645411
JAMA. 2013 Jul 17;310(3):308-15
pubmed: 23860989
Am J Epidemiol. 2006 Jan 15;163(2):171-80
pubmed: 16306307
Infect Dis Poverty. 2018 Sep 3;7(1):90
pubmed: 30173661
Trends Ecol Evol. 2010 Feb;25(2):90-8
pubmed: 19758724
Front Public Health. 2014 Dec 01;2:251
pubmed: 25520947
Int J Environ Res Public Health. 2013 Dec 20;11(1):67-90
pubmed: 24362544
Am J Trop Med Hyg. 1956 Jul;5(4):579-620
pubmed: 13354882
Vector Borne Zoonotic Dis. 2014 May;14(5):330-7
pubmed: 24745699
PLoS One. 2013;8(2):e56398
pubmed: 23431374
Am J Trop Med Hyg. 1999 Oct;61(4):600-11
pubmed: 10548295
J Infect Dis. 2000 Feb;181(2):710-2
pubmed: 10669359
Emerg Infect Dis. 2001 Jul-Aug;7(4):621-5
pubmed: 11585522
J Med Entomol. 2005 May;42(3):367-75
pubmed: 15962789
Euro Surveill. 2015 May 21;20(20):
pubmed: 26027486
Res Vet Sci. 2011 Oct;91(2):321-6
pubmed: 21334703
Trop Med Infect Dis. 2019 Aug 21;4(3):
pubmed: 31438608
Open Virol J. 2010 Apr 22;4:29-37
pubmed: 20517490
J Gen Virol. 2014 Jun;95(Pt 6):1320-1329
pubmed: 24671752
Biometrics. 1977 Mar;33(1):159-74
pubmed: 843571
Proc Soc Exp Biol Med. 1953 Dec;84(3):719-22
pubmed: 13134268
Zootaxa. 2020 May 07;4772(1):zootaxa.4772.1.2
pubmed: 33055623