Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.

Epidemics of respiratory syncytial virus (RSV) are known to occur in wintertime in temperate countries including the United States, but there is a limited understanding of the importance of climatic drivers in determining the seasonality of RSV. In the United States, RSV activity is highly spatially...

Full description

Bibliographic Details
Main Authors: Virginia E Pitzer, Cécile Viboud, Wladimir J Alonso, Tanya Wilcox, C Jessica Metcalf, Claudia A Steiner, Amber K Haynes, Bryan T Grenfell
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS Pathogens
Online Access:http://europepmc.org/articles/PMC4287610?pdf=render
id doaj-b852c0b0af634c40b0428e951eb0a30f
record_format Article
spelling doaj-b852c0b0af634c40b0428e951eb0a30f2020-11-24T21:55:32ZengPublic Library of Science (PLoS)PLoS Pathogens1553-73661553-73742015-01-01111e100459110.1371/journal.ppat.1004591Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.Virginia E PitzerCécile ViboudWladimir J AlonsoTanya WilcoxC Jessica MetcalfClaudia A SteinerAmber K HaynesBryan T GrenfellEpidemics of respiratory syncytial virus (RSV) are known to occur in wintertime in temperate countries including the United States, but there is a limited understanding of the importance of climatic drivers in determining the seasonality of RSV. In the United States, RSV activity is highly spatially structured, with seasonal peaks beginning in Florida in November through December and ending in the upper Midwest in February-March, and prolonged disease activity in the southeastern US. Using data on both age-specific hospitalizations and laboratory reports of RSV in the US, and employing a combination of statistical and mechanistic epidemic modeling, we examined the association between environmental variables and state-specific measures of RSV seasonality. Temperature, vapor pressure, precipitation, and potential evapotranspiration (PET) were significantly associated with the timing of RSV activity across states in univariate exploratory analyses. The amplitude and timing of seasonality in the transmission rate was significantly correlated with seasonal fluctuations in PET, and negatively correlated with mean vapor pressure, minimum temperature, and precipitation. States with low mean vapor pressure and the largest seasonal variation in PET tended to experience biennial patterns of RSV activity, with alternating years of "early-big" and "late-small" epidemics. Our model for the transmission dynamics of RSV was able to replicate these biennial transitions at higher amplitudes of seasonality in the transmission rate. This successfully connects environmental drivers to the epidemic dynamics of RSV; however, it does not fully explain why RSV activity begins in Florida, one of the warmest states, when RSV is a winter-seasonal pathogen. Understanding and predicting the seasonality of RSV is essential in determining the optimal timing of immunoprophylaxis.http://europepmc.org/articles/PMC4287610?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Virginia E Pitzer
Cécile Viboud
Wladimir J Alonso
Tanya Wilcox
C Jessica Metcalf
Claudia A Steiner
Amber K Haynes
Bryan T Grenfell
spellingShingle Virginia E Pitzer
Cécile Viboud
Wladimir J Alonso
Tanya Wilcox
C Jessica Metcalf
Claudia A Steiner
Amber K Haynes
Bryan T Grenfell
Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.
PLoS Pathogens
author_facet Virginia E Pitzer
Cécile Viboud
Wladimir J Alonso
Tanya Wilcox
C Jessica Metcalf
Claudia A Steiner
Amber K Haynes
Bryan T Grenfell
author_sort Virginia E Pitzer
title Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.
title_short Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.
title_full Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.
title_fullStr Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.
title_full_unstemmed Environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the United States.
title_sort environmental drivers of the spatiotemporal dynamics of respiratory syncytial virus in the united states.
publisher Public Library of Science (PLoS)
series PLoS Pathogens
issn 1553-7366
1553-7374
publishDate 2015-01-01
description Epidemics of respiratory syncytial virus (RSV) are known to occur in wintertime in temperate countries including the United States, but there is a limited understanding of the importance of climatic drivers in determining the seasonality of RSV. In the United States, RSV activity is highly spatially structured, with seasonal peaks beginning in Florida in November through December and ending in the upper Midwest in February-March, and prolonged disease activity in the southeastern US. Using data on both age-specific hospitalizations and laboratory reports of RSV in the US, and employing a combination of statistical and mechanistic epidemic modeling, we examined the association between environmental variables and state-specific measures of RSV seasonality. Temperature, vapor pressure, precipitation, and potential evapotranspiration (PET) were significantly associated with the timing of RSV activity across states in univariate exploratory analyses. The amplitude and timing of seasonality in the transmission rate was significantly correlated with seasonal fluctuations in PET, and negatively correlated with mean vapor pressure, minimum temperature, and precipitation. States with low mean vapor pressure and the largest seasonal variation in PET tended to experience biennial patterns of RSV activity, with alternating years of "early-big" and "late-small" epidemics. Our model for the transmission dynamics of RSV was able to replicate these biennial transitions at higher amplitudes of seasonality in the transmission rate. This successfully connects environmental drivers to the epidemic dynamics of RSV; however, it does not fully explain why RSV activity begins in Florida, one of the warmest states, when RSV is a winter-seasonal pathogen. Understanding and predicting the seasonality of RSV is essential in determining the optimal timing of immunoprophylaxis.
url http://europepmc.org/articles/PMC4287610?pdf=render
work_keys_str_mv AT virginiaepitzer environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
AT cecileviboud environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
AT wladimirjalonso environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
AT tanyawilcox environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
AT cjessicametcalf environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
AT claudiaasteiner environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
AT amberkhaynes environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
AT bryantgrenfell environmentaldriversofthespatiotemporaldynamicsofrespiratorysyncytialvirusintheunitedstates
_version_ 1725861946270416896