Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.

Many socio-economically important pathogens persist and grow in the outside host environment and opportunistically invade host individuals. The environmental growth and opportunistic nature of these pathogens has received only little attention in epidemiology. Environmental reservoirs are, however,...

Full description

Bibliographic Details
Main Authors: Jani Anttila, Veijo Kaitala, Jouni Laakso, Lasse Ruokolainen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4692394?pdf=render
id doaj-b7296420d5c841158542b47e16f9eee5
record_format Article
spelling doaj-b7296420d5c841158542b47e16f9eee52020-11-25T01:57:19ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-011012e014551110.1371/journal.pone.0145511Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.Jani AnttilaVeijo KaitalaJouni LaaksoLasse RuokolainenMany socio-economically important pathogens persist and grow in the outside host environment and opportunistically invade host individuals. The environmental growth and opportunistic nature of these pathogens has received only little attention in epidemiology. Environmental reservoirs are, however, an important source of novel diseases. Thus, attempts to control these diseases require different approaches than in traditional epidemiology focusing on obligatory parasites. Conditions in the outside-host environment are prone to fluctuate over time. This variation is a potentially important driver of epidemiological dynamics and affect the evolution of novel diseases. Using a modelling approach combining the traditional SIRS models to environmental opportunist pathogens and environmental variability, we show that epidemiological dynamics of opportunist diseases are profoundly driven by the quality of environmental variability, such as the long-term predictability and magnitude of fluctuations. When comparing periodic and stochastic environmental factors, for a given variance, stochastic variation is more likely to cause outbreaks than periodic variation. This is due to the extreme values being further away from the mean. Moreover, the effects of variability depend on the underlying biology of the epidemiological system, and which part of the system is being affected. Variation in host susceptibility leads to more severe pathogen outbreaks than variation in pathogen growth rate in the environment. Positive correlation in variation on both targets can cancel the effect of variation altogether. Moreover, the severity of outbreaks is significantly reduced by increase in the duration of immunity. Uncovering these issues helps in understanding and controlling diseases caused by environmental pathogens.http://europepmc.org/articles/PMC4692394?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Jani Anttila
Veijo Kaitala
Jouni Laakso
Lasse Ruokolainen
spellingShingle Jani Anttila
Veijo Kaitala
Jouni Laakso
Lasse Ruokolainen
Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.
PLoS ONE
author_facet Jani Anttila
Veijo Kaitala
Jouni Laakso
Lasse Ruokolainen
author_sort Jani Anttila
title Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.
title_short Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.
title_full Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.
title_fullStr Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.
title_full_unstemmed Environmental Variation Generates Environmental Opportunist Pathogen Outbreaks.
title_sort environmental variation generates environmental opportunist pathogen outbreaks.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2015-01-01
description Many socio-economically important pathogens persist and grow in the outside host environment and opportunistically invade host individuals. The environmental growth and opportunistic nature of these pathogens has received only little attention in epidemiology. Environmental reservoirs are, however, an important source of novel diseases. Thus, attempts to control these diseases require different approaches than in traditional epidemiology focusing on obligatory parasites. Conditions in the outside-host environment are prone to fluctuate over time. This variation is a potentially important driver of epidemiological dynamics and affect the evolution of novel diseases. Using a modelling approach combining the traditional SIRS models to environmental opportunist pathogens and environmental variability, we show that epidemiological dynamics of opportunist diseases are profoundly driven by the quality of environmental variability, such as the long-term predictability and magnitude of fluctuations. When comparing periodic and stochastic environmental factors, for a given variance, stochastic variation is more likely to cause outbreaks than periodic variation. This is due to the extreme values being further away from the mean. Moreover, the effects of variability depend on the underlying biology of the epidemiological system, and which part of the system is being affected. Variation in host susceptibility leads to more severe pathogen outbreaks than variation in pathogen growth rate in the environment. Positive correlation in variation on both targets can cancel the effect of variation altogether. Moreover, the severity of outbreaks is significantly reduced by increase in the duration of immunity. Uncovering these issues helps in understanding and controlling diseases caused by environmental pathogens.
url http://europepmc.org/articles/PMC4692394?pdf=render
work_keys_str_mv AT janianttila environmentalvariationgeneratesenvironmentalopportunistpathogenoutbreaks
AT veijokaitala environmentalvariationgeneratesenvironmentalopportunistpathogenoutbreaks
AT jounilaakso environmentalvariationgeneratesenvironmentalopportunistpathogenoutbreaks
AT lasseruokolainen environmentalvariationgeneratesenvironmentalopportunistpathogenoutbreaks
_version_ 1724974755186999296