Characterising West Nile virus epidemiology in Israel using a transmission suitability index.

José Lourenço, Robin N Thompson, Julien Thézé, Uri Obolski
{"title":"Characterising West Nile virus epidemiology in Israel using a transmission suitability index.","authors":"José Lourenço,&nbsp;Robin N Thompson,&nbsp;Julien Thézé,&nbsp;Uri Obolski","doi":"10.2807/1560-7917.ES.2020.25.46.1900629","DOIUrl":null,"url":null,"abstract":"<p><p>BackgroundClimate is a major factor in the epidemiology of West Nile virus (WNV), a pathogen increasingly pervasive worldwide. Cases increased during 2018 in Israel, the United States and Europe.AimWe set to retrospectively understand the spatial and temporal determinants of WNV transmission in Israel, as a case study for the possible effects of climate on virus spread.MethodsWe employed a suitability index to WNV, parameterising it with prior knowledge pertaining to a bird reservoir and <i>Culex</i> species, using local time series of temperature and humidity as inputs. The predicted suitability index was compared with confirmed WNV cases in Israel (2016-2018).ResultsThe suitability index was highly associated with WNV cases in Israel, with correlation coefficients of 0.91 (p value = 4 × 10- 5), 0.68 (p = 0.016) and 0.9 (p = 2 × 10- 4) in 2016, 2017 and 2018, respectively. The fluctuations in the number of WNV cases between the years were explained by higher area under the index curve. A new WNV seasonal mode was identified in the south-east of Israel, along the Great Rift Valley, characterised by two yearly peaks (spring and autumn), distinct from the already known single summer peak in the rest of Israel.ConclusionsBy producing a detailed geotemporal estimate of transmission potential and its determinants in Israel, our study promotes a better understanding of WNV epidemiology and has the potential to inform future public health responses. The proposed approach further provides opportunities for retrospective and prospective mechanistic modelling of WNV epidemiology and its associated climatic drivers.</p>","PeriodicalId":520613,"journal":{"name":"Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7678037/pdf/","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2807/1560-7917.ES.2020.25.46.1900629","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

Abstract

BackgroundClimate is a major factor in the epidemiology of West Nile virus (WNV), a pathogen increasingly pervasive worldwide. Cases increased during 2018 in Israel, the United States and Europe.AimWe set to retrospectively understand the spatial and temporal determinants of WNV transmission in Israel, as a case study for the possible effects of climate on virus spread.MethodsWe employed a suitability index to WNV, parameterising it with prior knowledge pertaining to a bird reservoir and Culex species, using local time series of temperature and humidity as inputs. The predicted suitability index was compared with confirmed WNV cases in Israel (2016-2018).ResultsThe suitability index was highly associated with WNV cases in Israel, with correlation coefficients of 0.91 (p value = 4 × 10- 5), 0.68 (p = 0.016) and 0.9 (p = 2 × 10- 4) in 2016, 2017 and 2018, respectively. The fluctuations in the number of WNV cases between the years were explained by higher area under the index curve. A new WNV seasonal mode was identified in the south-east of Israel, along the Great Rift Valley, characterised by two yearly peaks (spring and autumn), distinct from the already known single summer peak in the rest of Israel.ConclusionsBy producing a detailed geotemporal estimate of transmission potential and its determinants in Israel, our study promotes a better understanding of WNV epidemiology and has the potential to inform future public health responses. The proposed approach further provides opportunities for retrospective and prospective mechanistic modelling of WNV epidemiology and its associated climatic drivers.

Abstract Image

Abstract Image

Abstract Image

利用传播适宜性指数描述西尼罗病毒在以色列的流行病学特征。
气候是西尼罗病毒(WNV)流行病学的主要因素,西尼罗病毒是一种日益普遍的病原体。2018年,以色列、美国和欧洲的病例有所增加。AimWe开始回顾性地了解西尼罗河病毒在以色列传播的空间和时间决定因素,作为气候对病毒传播可能产生影响的案例研究。方法以当地时间序列的温度和湿度为输入,利用鸟类库和库蚊种的先验知识,建立了西尼罗河病毒的适宜性指数。将预测的适宜性指数与以色列2016-2018年的西尼罗河病毒确诊病例进行比较。结果适宜性指数与以色列的西尼罗河病毒病例高度相关,2016年、2017年和2018年的相关系数分别为0.91 (p值= 4 × 10- 5)、0.68 (p = 0.016)和0.9 (p = 2 × 10- 4)。西尼罗河病毒病例数在年份之间的波动可以用指数曲线下面积较大来解释。在以色列东南部沿大裂谷发现了一种新的西尼罗河病毒季节性模式,其特点是每年有两个高峰(春季和秋季),与以色列其他地区已知的单一夏季高峰不同。通过对以色列的传播潜力及其决定因素进行详细的地理时间估计,我们的研究促进了对西尼罗河病毒流行病学的更好理解,并有可能为未来的公共卫生应对提供信息。提出的方法进一步为西尼罗河病毒流行病学及其相关气候驱动因素的回顾性和前瞻性机制建模提供了机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信