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The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia
After mosquitoes, ticks are the most important vectors of infectious diseases. They play an important role in public health. In recent decades, we discovered new tick-borne diseases; additionally, those that are already known are spreading to new areas because of climate change. Slovenia is an endem...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619322/ https://www.ncbi.nlm.nih.gov/pubmed/34831819 http://dx.doi.org/10.3390/ijerph182212061 |
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author | Donša, Daša Grujić, Veno Jaša Pipenbaher, Nataša Ivajnšič, Danijel |
author_facet | Donša, Daša Grujić, Veno Jaša Pipenbaher, Nataša Ivajnšič, Danijel |
author_sort | Donša, Daša |
collection | PubMed |
description | After mosquitoes, ticks are the most important vectors of infectious diseases. They play an important role in public health. In recent decades, we discovered new tick-borne diseases; additionally, those that are already known are spreading to new areas because of climate change. Slovenia is an endemic region for Lyme borreliosis and one of the countries with the highest incidence of this disease on a global scale. Thus, the spatial pattern of Slovenian Lyme borreliosis prevalence was modelled with 246 indicators and transformed into 24 uncorrelated predictor variables that were applied in geographically weighted regression and regression tree algorithms. The projected potential shifts in Lyme borreliosis foci by 2050 and 2070 were calculated according to the RCP8.5 climate scenario. These results were further applied to developing a Slovenian Lyme borreliosis infection risk map, which could be used as a preventive decision support system. |
format | Online Article Text |
id | pubmed-8619322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86193222021-11-27 The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia Donša, Daša Grujić, Veno Jaša Pipenbaher, Nataša Ivajnšič, Danijel Int J Environ Res Public Health Article After mosquitoes, ticks are the most important vectors of infectious diseases. They play an important role in public health. In recent decades, we discovered new tick-borne diseases; additionally, those that are already known are spreading to new areas because of climate change. Slovenia is an endemic region for Lyme borreliosis and one of the countries with the highest incidence of this disease on a global scale. Thus, the spatial pattern of Slovenian Lyme borreliosis prevalence was modelled with 246 indicators and transformed into 24 uncorrelated predictor variables that were applied in geographically weighted regression and regression tree algorithms. The projected potential shifts in Lyme borreliosis foci by 2050 and 2070 were calculated according to the RCP8.5 climate scenario. These results were further applied to developing a Slovenian Lyme borreliosis infection risk map, which could be used as a preventive decision support system. MDPI 2021-11-17 /pmc/articles/PMC8619322/ /pubmed/34831819 http://dx.doi.org/10.3390/ijerph182212061 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Donša, Daša Grujić, Veno Jaša Pipenbaher, Nataša Ivajnšič, Danijel The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia |
title | The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia |
title_full | The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia |
title_fullStr | The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia |
title_full_unstemmed | The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia |
title_short | The Lyme Borreliosis Spatial Footprint in the 21st Century: A Key Study of Slovenia |
title_sort | lyme borreliosis spatial footprint in the 21st century: a key study of slovenia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619322/ https://www.ncbi.nlm.nih.gov/pubmed/34831819 http://dx.doi.org/10.3390/ijerph182212061 |
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