Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016

Abstract Background The emergence of West Nile virus (WNV) in the Western Hemisphere has motivated research into the processes contributing to the incidence and persistence of the disease in the region. Meteorology and hydrology are fundamental determinants of vector-borne disease transmission dynam...

Full description

Bibliographic Details
Main Authors: Israel Ukawuba, Jeffrey Shaman
Format: Article
Language:English
Published: BMC 2018-04-01
Series:Parasites & Vectors
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13071-018-2781-0
id doaj-b36639d0e976439ba1f1283ed14eeb36
record_format Article
spelling doaj-b36639d0e976439ba1f1283ed14eeb362020-11-25T00:28:41ZengBMCParasites & Vectors1756-33052018-04-0111111510.1186/s13071-018-2781-0Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016Israel Ukawuba0Jeffrey Shaman1Mailman School of Public Health, Columbia UniversityMailman School of Public Health, Columbia UniversityAbstract Background The emergence of West Nile virus (WNV) in the Western Hemisphere has motivated research into the processes contributing to the incidence and persistence of the disease in the region. Meteorology and hydrology are fundamental determinants of vector-borne disease transmission dynamics of a region. The availability of water influences the population dynamics of vector and host, while temperature impacts vector growth rates, feeding habits, and disease transmission potential. Characterization of the temporal pattern of environmental factors influencing WNV risk is crucial to broaden our understanding of local transmission dynamics and to inform efforts of control and surveillance. Methods We used hydrologic, meteorological and WNV data from west Texas (2002–2016) to analyze the relationship between environmental conditions and annual human WNV infection. A Bayesian model averaging framework was used to evaluate the association of monthly environmental conditions with WNV infection. Results Findings indicate that wet conditions in the spring combined with dry and cool conditions in the summer are associated with increased annual WNV cases. Bayesian multi-model inference reveals monthly means of soil moisture, specific humidity and temperature to be the most important variables among predictors tested. Environmental conditions in March, June, July and August were the leading predictors in the best-fitting models. Conclusions The results significantly link soil moisture and temperature in the spring and summer to WNV transmission risk. Wet spring in association with dry and cool summer was the temporal pattern best-describing WNV, regardless of year. Our findings also highlight that soil moisture may be a stronger predictor of annual WNV transmission than rainfall.http://link.springer.com/article/10.1186/s13071-018-2781-0HumidityHydrologySoil moistureSpringSummerTemperature
collection DOAJ
language English
format Article
sources DOAJ
author Israel Ukawuba
Jeffrey Shaman
spellingShingle Israel Ukawuba
Jeffrey Shaman
Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016
Parasites & Vectors
Humidity
Hydrology
Soil moisture
Spring
Summer
Temperature
author_facet Israel Ukawuba
Jeffrey Shaman
author_sort Israel Ukawuba
title Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016
title_short Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016
title_full Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016
title_fullStr Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016
title_full_unstemmed Association of spring-summer hydrology and meteorology with human West Nile virus infection in West Texas, USA, 2002–2016
title_sort association of spring-summer hydrology and meteorology with human west nile virus infection in west texas, usa, 2002–2016
publisher BMC
series Parasites & Vectors
issn 1756-3305
publishDate 2018-04-01
description Abstract Background The emergence of West Nile virus (WNV) in the Western Hemisphere has motivated research into the processes contributing to the incidence and persistence of the disease in the region. Meteorology and hydrology are fundamental determinants of vector-borne disease transmission dynamics of a region. The availability of water influences the population dynamics of vector and host, while temperature impacts vector growth rates, feeding habits, and disease transmission potential. Characterization of the temporal pattern of environmental factors influencing WNV risk is crucial to broaden our understanding of local transmission dynamics and to inform efforts of control and surveillance. Methods We used hydrologic, meteorological and WNV data from west Texas (2002–2016) to analyze the relationship between environmental conditions and annual human WNV infection. A Bayesian model averaging framework was used to evaluate the association of monthly environmental conditions with WNV infection. Results Findings indicate that wet conditions in the spring combined with dry and cool conditions in the summer are associated with increased annual WNV cases. Bayesian multi-model inference reveals monthly means of soil moisture, specific humidity and temperature to be the most important variables among predictors tested. Environmental conditions in March, June, July and August were the leading predictors in the best-fitting models. Conclusions The results significantly link soil moisture and temperature in the spring and summer to WNV transmission risk. Wet spring in association with dry and cool summer was the temporal pattern best-describing WNV, regardless of year. Our findings also highlight that soil moisture may be a stronger predictor of annual WNV transmission than rainfall.
topic Humidity
Hydrology
Soil moisture
Spring
Summer
Temperature
url http://link.springer.com/article/10.1186/s13071-018-2781-0
work_keys_str_mv AT israelukawuba associationofspringsummerhydrologyandmeteorologywithhumanwestnilevirusinfectioninwesttexasusa20022016
AT jeffreyshaman associationofspringsummerhydrologyandmeteorologywithhumanwestnilevirusinfectioninwesttexasusa20022016
_version_ 1725334916117299200