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Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19
Background: The current propagation models of COVID-19 are poorly consistent with existing epidemiological data and with evidence that the SARS-CoV-2 genome is mutating, for potential aggressive evolution of the disease. Objectives: We looked for fundamental variables that were missing from current...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8740632/ https://www.ncbi.nlm.nih.gov/pubmed/35003200 http://dx.doi.org/10.3389/fgene.2021.663371 |
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author | Di Pietro, R. Basile, M. Antolini, L. Alberti, S. |
author_facet | Di Pietro, R. Basile, M. Antolini, L. Alberti, S. |
author_sort | Di Pietro, R. |
collection | PubMed |
description | Background: The current propagation models of COVID-19 are poorly consistent with existing epidemiological data and with evidence that the SARS-CoV-2 genome is mutating, for potential aggressive evolution of the disease. Objectives: We looked for fundamental variables that were missing from current analyses. Among them were regional climate heterogeneity, viral evolution processes versus founder effects, and large-scale virus containment measures. Methods: We challenged regional versus genetic evolution models of COVID-19 at a whole-population level, over 168,089 laboratory-confirmed SARS-CoV-2 infection cases in Italy, Spain, and Scandinavia at early time-points of the pandemic. Diffusion data in Germany, France, and the United Kingdom provided a validation dataset of 210,239 additional cases. Results: Mean doubling time of COVID-19 cases was 6.63 days in Northern versus 5.38 days in Southern Italy. Spain extended this trend of faster diffusion in Southern Europe, with a doubling time of 4.2 days. Slower doubling times were observed in Sweden (9.4 days), Finland (10.8 days), and Norway (12.95 days). COVID-19 doubling time in Germany (7.0 days), France (7.5 days), and the United Kingdom (7.2 days) supported the North/South gradient model. Clusters of SARS-CoV-2 mutations upon sequential diffusion were not found to clearly correlate with regional distribution dynamics. Conclusion: Acquisition of mutations upon SARS-CoV-2 spreading failed to explain regional diffusion heterogeneity at early pandemic times. Our findings indicate that COVID-19 transmission rates are rather associated with a sharp North/South climate gradient, with faster spreading in Southern regions. Thus, warmer climate conditions may not limit SARS-CoV-2 infectivity. Very cold regions may be better spared by recurrent courses of SARS-CoV-2 infection. |
format | Online Article Text |
id | pubmed-8740632 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87406322022-01-08 Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19 Di Pietro, R. Basile, M. Antolini, L. Alberti, S. Front Genet Genetics Background: The current propagation models of COVID-19 are poorly consistent with existing epidemiological data and with evidence that the SARS-CoV-2 genome is mutating, for potential aggressive evolution of the disease. Objectives: We looked for fundamental variables that were missing from current analyses. Among them were regional climate heterogeneity, viral evolution processes versus founder effects, and large-scale virus containment measures. Methods: We challenged regional versus genetic evolution models of COVID-19 at a whole-population level, over 168,089 laboratory-confirmed SARS-CoV-2 infection cases in Italy, Spain, and Scandinavia at early time-points of the pandemic. Diffusion data in Germany, France, and the United Kingdom provided a validation dataset of 210,239 additional cases. Results: Mean doubling time of COVID-19 cases was 6.63 days in Northern versus 5.38 days in Southern Italy. Spain extended this trend of faster diffusion in Southern Europe, with a doubling time of 4.2 days. Slower doubling times were observed in Sweden (9.4 days), Finland (10.8 days), and Norway (12.95 days). COVID-19 doubling time in Germany (7.0 days), France (7.5 days), and the United Kingdom (7.2 days) supported the North/South gradient model. Clusters of SARS-CoV-2 mutations upon sequential diffusion were not found to clearly correlate with regional distribution dynamics. Conclusion: Acquisition of mutations upon SARS-CoV-2 spreading failed to explain regional diffusion heterogeneity at early pandemic times. Our findings indicate that COVID-19 transmission rates are rather associated with a sharp North/South climate gradient, with faster spreading in Southern regions. Thus, warmer climate conditions may not limit SARS-CoV-2 infectivity. Very cold regions may be better spared by recurrent courses of SARS-CoV-2 infection. Frontiers Media S.A. 2021-12-23 /pmc/articles/PMC8740632/ /pubmed/35003200 http://dx.doi.org/10.3389/fgene.2021.663371 Text en Copyright © 2021 Di Pietro, Basile, Antolini and Alberti. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Di Pietro, R. Basile, M. Antolini, L. Alberti, S. Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19 |
title | Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19 |
title_full | Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19 |
title_fullStr | Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19 |
title_full_unstemmed | Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19 |
title_short | Genetic Drift Versus Climate Region Spreading Dynamics of COVID-19 |
title_sort | genetic drift versus climate region spreading dynamics of covid-19 |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8740632/ https://www.ncbi.nlm.nih.gov/pubmed/35003200 http://dx.doi.org/10.3389/fgene.2021.663371 |
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