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: Article in Journal/Newspaper
Language:unknown
Published: Zenodo 2020
Subjects:
Online Access:https://doi.org/10.5281/zenodo.4139761
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spelling ftzenodo:oai:zenodo.org:4139761 2024-09-15T18:29:53+00:00 Permafrost dynamics and the risk of anthrax transmission: a modelling study Stella, Elisa Mari, Lorenzo Gabrieli, Jacopo Barbante, Carlo Bertuzzo, Enrico 2020-10-07 https://doi.org/10.5281/zenodo.4139761 unknown Zenodo https://zenodo.org/communities/nunataryuk https://zenodo.org/communities/eu https://doi.org/10.5281/zenodo.4139760 https://doi.org/10.5281/zenodo.4139761 oai:zenodo.org:4139761 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode info:eu-repo/semantics/article 2020 ftzenodo https://doi.org/10.5281/zenodo.413976110.5281/zenodo.4139760 2024-07-26T19:21:52Z 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. Article in Journal/Newspaper permafrost Siberia Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
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 Article in Journal/Newspaper
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://doi.org/10.5281/zenodo.4139761
genre permafrost
Siberia
genre_facet permafrost
Siberia
op_relation https://zenodo.org/communities/nunataryuk
https://zenodo.org/communities/eu
https://doi.org/10.5281/zenodo.4139760
https://doi.org/10.5281/zenodo.4139761
oai:zenodo.org:4139761
op_rights info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.413976110.5281/zenodo.4139760
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