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

Abstract 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-emer...

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Published in:Scientific Reports
Main Authors: Stella, Elisa, Mari, Lorenzo, Gabrieli, Jacopo, Barbante, Carlo, Bertuzzo, Enrico
Other Authors: H2020
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2020
Subjects:
Online Access:http://dx.doi.org/10.1038/s41598-020-72440-6
https://www.nature.com/articles/s41598-020-72440-6.pdf
https://www.nature.com/articles/s41598-020-72440-6
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spelling crspringernat:10.1038/s41598-020-72440-6 2023-05-15T14:55:55+02:00 Permafrost dynamics and the risk of anthrax transmission: a modelling study Stella, Elisa Mari, Lorenzo Gabrieli, Jacopo Barbante, Carlo Bertuzzo, Enrico H2020 2020 http://dx.doi.org/10.1038/s41598-020-72440-6 https://www.nature.com/articles/s41598-020-72440-6.pdf https://www.nature.com/articles/s41598-020-72440-6 en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Scientific Reports volume 10, issue 1 ISSN 2045-2322 Multidisciplinary journal-article 2020 crspringernat https://doi.org/10.1038/s41598-020-72440-6 2022-01-04T15:12:32Z Abstract 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 Arctic permafrost Siberia Springer Nature (via Crossref) Arctic Scientific Reports 10 1
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Multidisciplinary
spellingShingle Multidisciplinary
Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
Permafrost dynamics and the risk of anthrax transmission: a modelling study
topic_facet Multidisciplinary
description Abstract 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.
author2 H2020
format Article in Journal/Newspaper
author Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
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 Springer Science and Business Media LLC
publishDate 2020
url http://dx.doi.org/10.1038/s41598-020-72440-6
https://www.nature.com/articles/s41598-020-72440-6.pdf
https://www.nature.com/articles/s41598-020-72440-6
geographic Arctic
geographic_facet Arctic
genre Arctic
permafrost
Siberia
genre_facet Arctic
permafrost
Siberia
op_source Scientific Reports
volume 10, issue 1
ISSN 2045-2322
op_rights https://creativecommons.org/licenses/by/4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1038/s41598-020-72440-6
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