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...
Published in: | Scientific Reports |
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Main Authors: | , , , , |
Other Authors: | , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
2020
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Subjects: | |
Online Access: | http://hdl.handle.net/10278/3731601 https://doi.org/10.1038/s41598-020-72440-6 https://www.nature.com/articles/s41598-020-72440-6 |
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author | Stella E. Mari L. Gabrieli J. Barbante C. Bertuzzo E. |
author2 | Stella, E. Mari, L. Gabrieli, J. Barbante, C. Bertuzzo, E. |
author_facet | Stella E. Mari L. Gabrieli J. Barbante C. Bertuzzo E. |
author_sort | Stella E. |
collection | Università Ca’ Foscari Venezia: ARCA (Archivio Istituzionale della Ricerca) |
container_issue | 1 |
container_title | Scientific Reports |
container_volume | 10 |
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 |
genre | Arctic permafrost Siberia |
genre_facet | Arctic permafrost Siberia |
geographic | Arctic |
geographic_facet | Arctic |
id | ftuniveneziairis:oai:iris.unive.it:10278/3731601 |
institution | Open Polar |
language | English |
op_collection_id | ftuniveneziairis |
op_doi | https://doi.org/10.1038/s41598-020-72440-6 |
op_relation | info:eu-repo/semantics/altIdentifier/pmid/33028874 info:eu-repo/semantics/altIdentifier/wos/WOS:000577454300001 volume:10 issue:1 firstpage:16460 journal:SCIENTIFIC REPORTS http://hdl.handle.net/10278/3731601 doi:10.1038/s41598-020-72440-6 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85092317875 https://www.nature.com/articles/s41598-020-72440-6 |
op_rights | info:eu-repo/semantics/openAccess |
publishDate | 2020 |
record_format | openpolar |
spelling | ftuniveneziairis:oai:iris.unive.it:10278/3731601 2025-01-16T20:26:34+00:00 Permafrost dynamics and the risk of anthrax transmission: a modelling study Stella E. Mari L. Gabrieli J. Barbante C. Bertuzzo E. Stella, E. Mari, L. Gabrieli, J. Barbante, C. Bertuzzo, E. 2020 ELETTRONICO http://hdl.handle.net/10278/3731601 https://doi.org/10.1038/s41598-020-72440-6 https://www.nature.com/articles/s41598-020-72440-6 eng eng info:eu-repo/semantics/altIdentifier/pmid/33028874 info:eu-repo/semantics/altIdentifier/wos/WOS:000577454300001 volume:10 issue:1 firstpage:16460 journal:SCIENTIFIC REPORTS http://hdl.handle.net/10278/3731601 doi:10.1038/s41598-020-72440-6 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85092317875 https://www.nature.com/articles/s41598-020-72440-6 info:eu-repo/semantics/openAccess Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia info:eu-repo/semantics/article 2020 ftuniveneziairis https://doi.org/10.1038/s41598-020-72440-6 2024-03-21T18:13:58Z 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 Università Ca’ Foscari Venezia: ARCA (Archivio Istituzionale della Ricerca) Arctic Scientific Reports 10 1 |
spellingShingle | Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia Stella E. Mari L. Gabrieli J. Barbante C. Bertuzzo E. Permafrost dynamics and the risk of anthrax transmission: a modelling study |
title | 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_short | Permafrost dynamics and the risk of anthrax transmission: a modelling study |
title_sort | permafrost dynamics and the risk of anthrax transmission: a modelling study |
topic | Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia |
topic_facet | Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia |
url | http://hdl.handle.net/10278/3731601 https://doi.org/10.1038/s41598-020-72440-6 https://www.nature.com/articles/s41598-020-72440-6 |