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Early-phase pandemic in Italy: Covid-19 spread determinant factors

Although the Covid-19 pandemic is still ongoing, the environmental factors beyond virus transmission are only partially known. This statistical study has the aim to identify the key factors that have affected the virus spread during the early phase of pandemic in Italy, among a wide set of potential...

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Autores principales: Urso, Patrizia, Cattaneo, Andrea, Pulvirenti, Salvatore, Vercelli, Franco, Cavallo, Domenico Maria, Carrer, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079324/
https://www.ncbi.nlm.nih.gov/pubmed/37041936
http://dx.doi.org/10.1016/j.heliyon.2023.e15358
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author Urso, Patrizia
Cattaneo, Andrea
Pulvirenti, Salvatore
Vercelli, Franco
Cavallo, Domenico Maria
Carrer, Paolo
author_facet Urso, Patrizia
Cattaneo, Andrea
Pulvirenti, Salvatore
Vercelli, Franco
Cavallo, Domenico Maria
Carrer, Paolo
author_sort Urso, Patrizia
collection PubMed
description Although the Covid-19 pandemic is still ongoing, the environmental factors beyond virus transmission are only partially known. This statistical study has the aim to identify the key factors that have affected the virus spread during the early phase of pandemic in Italy, among a wide set of potential determinants concerning demographics, environmental pollution and climate. Because of its heterogeneity in pollution levels and climate conditions, Italy provides an ideal scenario for an ecological study. Moreover, the selected period excludes important confounding factors, as different virus variants, restriction policies or vaccines. The short-term relationship between the infection maximum increase and demographic, pollution and meteo-climatic parameters was investigated, including both winter-spring and summer 2020 data, also focusing separately on the two seasonal periods and on North vs Centre-South. Among main results, the importance of population size confirmed social distancing as a key management option. The pollution hazardous role undoubtedly emerged, as NO(2) affected infection increase in all the studied scenarios, PM(2.5) manifested its impact in North of Italy, while O(3) always showed a protective action. Whereas higher temperatures were beneficial, especially in the cold season with also wind and relative humidity, solar irradiance was always relevant, revealing several significant interactions with other co-factors. Presented findings address the importance of the environment in Sars-CoV-2 spread and indicated that special carefulness should be taken in crowded areas, especially if they are highly polluted and weakly exposed to sun. The results suggest that containment of future epidemics similar to Covid-19 could be supported by reducing environmental pollution, achieving safer social habits and promoting preventive health care for better immune system response, as an only comprehensive strategy.
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spelling pubmed-100793242023-04-07 Early-phase pandemic in Italy: Covid-19 spread determinant factors Urso, Patrizia Cattaneo, Andrea Pulvirenti, Salvatore Vercelli, Franco Cavallo, Domenico Maria Carrer, Paolo Heliyon Research Article Although the Covid-19 pandemic is still ongoing, the environmental factors beyond virus transmission are only partially known. This statistical study has the aim to identify the key factors that have affected the virus spread during the early phase of pandemic in Italy, among a wide set of potential determinants concerning demographics, environmental pollution and climate. Because of its heterogeneity in pollution levels and climate conditions, Italy provides an ideal scenario for an ecological study. Moreover, the selected period excludes important confounding factors, as different virus variants, restriction policies or vaccines. The short-term relationship between the infection maximum increase and demographic, pollution and meteo-climatic parameters was investigated, including both winter-spring and summer 2020 data, also focusing separately on the two seasonal periods and on North vs Centre-South. Among main results, the importance of population size confirmed social distancing as a key management option. The pollution hazardous role undoubtedly emerged, as NO(2) affected infection increase in all the studied scenarios, PM(2.5) manifested its impact in North of Italy, while O(3) always showed a protective action. Whereas higher temperatures were beneficial, especially in the cold season with also wind and relative humidity, solar irradiance was always relevant, revealing several significant interactions with other co-factors. Presented findings address the importance of the environment in Sars-CoV-2 spread and indicated that special carefulness should be taken in crowded areas, especially if they are highly polluted and weakly exposed to sun. The results suggest that containment of future epidemics similar to Covid-19 could be supported by reducing environmental pollution, achieving safer social habits and promoting preventive health care for better immune system response, as an only comprehensive strategy. Elsevier 2023-04-06 /pmc/articles/PMC10079324/ /pubmed/37041936 http://dx.doi.org/10.1016/j.heliyon.2023.e15358 Text en ©2023PublishedbyElsevierLtd.
spellingShingle Research Article
Urso, Patrizia
Cattaneo, Andrea
Pulvirenti, Salvatore
Vercelli, Franco
Cavallo, Domenico Maria
Carrer, Paolo
Early-phase pandemic in Italy: Covid-19 spread determinant factors
title Early-phase pandemic in Italy: Covid-19 spread determinant factors
title_full Early-phase pandemic in Italy: Covid-19 spread determinant factors
title_fullStr Early-phase pandemic in Italy: Covid-19 spread determinant factors
title_full_unstemmed Early-phase pandemic in Italy: Covid-19 spread determinant factors
title_short Early-phase pandemic in Italy: Covid-19 spread determinant factors
title_sort early-phase pandemic in italy: covid-19 spread determinant factors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079324/
https://www.ncbi.nlm.nih.gov/pubmed/37041936
http://dx.doi.org/10.1016/j.heliyon.2023.e15358
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