Permafrost dynamics and the risk of anthrax transmission: a modelling study

A recent outbreak of anthrax disease, severely affecting reindeer herds in Siberia, has been reportedly associated to the presence of infected carcasses or spores released from the active layer over permafrost, which is thawing and thickening at increasing rates, thus underlying the re-emerging natu...

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Main Authors: Stella, Elisa, Mari, Lorenzo, Gabrieli, Jacopo, Barbante, Carlo, Bertuzzo, Enrico
Format: Text
Language:unknown
Published: Zenodo 2020
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Online Access:https://dx.doi.org/10.5281/zenodo.4139761
https://zenodo.org/record/4139761
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spelling ftdatacite:10.5281/zenodo.4139761 2023-05-15T14:55:43+02:00 Permafrost dynamics and the risk of anthrax transmission: a modelling study Stella, Elisa Mari, Lorenzo Gabrieli, Jacopo Barbante, Carlo Bertuzzo, Enrico 2020 https://dx.doi.org/10.5281/zenodo.4139761 https://zenodo.org/record/4139761 unknown Zenodo https://zenodo.org/communities/nunataryuk https://dx.doi.org/10.5281/zenodo.4139760 https://zenodo.org/communities/nunataryuk Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess CC-BY Text Journal article article-journal ScholarlyArticle 2020 ftdatacite https://doi.org/10.5281/zenodo.4139761 https://doi.org/10.5281/zenodo.4139760 2021-11-05T12:55:41Z A recent outbreak of anthrax disease, severely affecting reindeer herds in Siberia, has been reportedly associated to the presence of infected carcasses or spores released from the active layer over permafrost, which is thawing and thickening at increasing rates, thus underlying the re-emerging nature of this pathogen in the Arctic region because of warming temperatures. Anthrax is a global zoonotic and epizootic disease, with a high case-fatality ratio in infected animals. Its transmission is mediated by environmental contamination through highly resistant spores which can persist in the soil for several decades. Here we develop and analyze a new epidemiological model for anthrax transmission that is specifically tailored to the Arctic environmental conditions. The model describes transmission dynamics including also herding practices (e.g. seasonal grazing) and the role of the active layer over permafrost acting as a long-term storage of spores that could be viable for disease transmission during thawing periods. Model dynamics are investigated through linear stability analysis, Floquet theory for periodically forced systems, and a series of simulations with realistic forcings. Results show how the temporal variability of grazing and active layer thawing may influence the dynamics of anthrax disease and, specifically, favor sustained pathogen transmission. Particularly warm years, favoring deep active layers, are shown to be associated with an increase risk of anthrax outbreaks, and may also foster infections in the following years. Our results enable preliminary insights into measures (e.g. changes in herding practice) that may be adopted to decrease the risk of infection and lay the basis to possibly establish optimal procedures for preventing transmission; furthermore, they elicit the need of further investigations and observation campaigns focused on anthrax dynamics in the Arctic environment. Text Arctic permafrost Siberia DataCite Metadata Store (German National Library of Science and Technology) Arctic
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
description A recent outbreak of anthrax disease, severely affecting reindeer herds in Siberia, has been reportedly associated to the presence of infected carcasses or spores released from the active layer over permafrost, which is thawing and thickening at increasing rates, thus underlying the re-emerging nature of this pathogen in the Arctic region because of warming temperatures. Anthrax is a global zoonotic and epizootic disease, with a high case-fatality ratio in infected animals. Its transmission is mediated by environmental contamination through highly resistant spores which can persist in the soil for several decades. Here we develop and analyze a new epidemiological model for anthrax transmission that is specifically tailored to the Arctic environmental conditions. The model describes transmission dynamics including also herding practices (e.g. seasonal grazing) and the role of the active layer over permafrost acting as a long-term storage of spores that could be viable for disease transmission during thawing periods. Model dynamics are investigated through linear stability analysis, Floquet theory for periodically forced systems, and a series of simulations with realistic forcings. Results show how the temporal variability of grazing and active layer thawing may influence the dynamics of anthrax disease and, specifically, favor sustained pathogen transmission. Particularly warm years, favoring deep active layers, are shown to be associated with an increase risk of anthrax outbreaks, and may also foster infections in the following years. Our results enable preliminary insights into measures (e.g. changes in herding practice) that may be adopted to decrease the risk of infection and lay the basis to possibly establish optimal procedures for preventing transmission; furthermore, they elicit the need of further investigations and observation campaigns focused on anthrax dynamics in the Arctic environment.
format Text
author Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
spellingShingle Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
Permafrost dynamics and the risk of anthrax transmission: a modelling study
author_facet Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
author_sort Stella, Elisa
title Permafrost dynamics and the risk of anthrax transmission: a modelling study
title_short Permafrost dynamics and the risk of anthrax transmission: a modelling study
title_full Permafrost dynamics and the risk of anthrax transmission: a modelling study
title_fullStr Permafrost dynamics and the risk of anthrax transmission: a modelling study
title_full_unstemmed Permafrost dynamics and the risk of anthrax transmission: a modelling study
title_sort permafrost dynamics and the risk of anthrax transmission: a modelling study
publisher Zenodo
publishDate 2020
url https://dx.doi.org/10.5281/zenodo.4139761
https://zenodo.org/record/4139761
geographic Arctic
geographic_facet Arctic
genre Arctic
permafrost
Siberia
genre_facet Arctic
permafrost
Siberia
op_relation https://zenodo.org/communities/nunataryuk
https://dx.doi.org/10.5281/zenodo.4139760
https://zenodo.org/communities/nunataryuk
op_rights Open Access
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
info:eu-repo/semantics/openAccess
op_rightsnorm CC-BY
op_doi https://doi.org/10.5281/zenodo.4139761
https://doi.org/10.5281/zenodo.4139760
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