Cargando…
UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models
BACKGROUND: Quantifying the impact of environmental factors on COVID-19 transmission is crucial in preventing more cases. Ultraviolet (UV) radiation and ozone (O(3)) have reported antimicrobial properties but few studies have examined associations with community infectivity of COVID-19. Research sug...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7787508/ https://www.ncbi.nlm.nih.gov/pubmed/33359457 http://dx.doi.org/10.1016/j.envres.2020.110645 |
_version_ | 1783632840266612736 |
---|---|
author | To, Teresa Zhang, Kimball Maguire, Bryan Terebessy, Emilie Fong, Ivy Parikh, Supriya Zhu, Jingqin Su, Yushan |
author_facet | To, Teresa Zhang, Kimball Maguire, Bryan Terebessy, Emilie Fong, Ivy Parikh, Supriya Zhu, Jingqin Su, Yushan |
author_sort | To, Teresa |
collection | PubMed |
description | BACKGROUND: Quantifying the impact of environmental factors on COVID-19 transmission is crucial in preventing more cases. Ultraviolet (UV) radiation and ozone (O(3)) have reported antimicrobial properties but few studies have examined associations with community infectivity of COVID-19. Research suggests UV light can be preventative while the effect of O(3) is contested. We sought to determine the relationship between UV, O(3), and COVID-19 incidence in Ontario, Canada. METHODS: In our time series analyses, we calculated daily incidence rates and reproductive number (R(t)) from 34,975 cases between January and June 2020 across 34 Ontario Public Health Units. We used generalised linear models, adjusting for potential confounders, to calculate point estimates (PE) and 95% confidence intervals (CI) for UV and O(3). Analyses were further stratified by age groups and outbreaks at institutions versus community. RESULTS: We found that 1-week averaged UV was significantly associated with a 13% decrease (95% CI: 0.80–0.96) in overall COVID-19 R(t), per unit increase. A negative association with UV was also significant among community outbreaks (PE: 0.88, 95% CI: 0.81–0.96) but not institutional outbreaks (PE: 0.94, 95% CI: 0.85–1.03). A positive association of O(3) with COVID-19 incidence is strongly suggested among institutional outbreak cases (PE: 1.06, 95% CI: 1.00–1.13). CONCLUSION: Our study found evidence to support the hypothesis that higher UV reduced transmission of COVID-19 and some evidence that ground-level O(3) positively influenced COVID-19 transmission. Setting of infection should be strongly considered as a factor in future research. UV and O(3) may explain some of COVID-19's seasonal behaviour. |
format | Online Article Text |
id | pubmed-7787508 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77875082021-01-07 UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models To, Teresa Zhang, Kimball Maguire, Bryan Terebessy, Emilie Fong, Ivy Parikh, Supriya Zhu, Jingqin Su, Yushan Environ Res Article BACKGROUND: Quantifying the impact of environmental factors on COVID-19 transmission is crucial in preventing more cases. Ultraviolet (UV) radiation and ozone (O(3)) have reported antimicrobial properties but few studies have examined associations with community infectivity of COVID-19. Research suggests UV light can be preventative while the effect of O(3) is contested. We sought to determine the relationship between UV, O(3), and COVID-19 incidence in Ontario, Canada. METHODS: In our time series analyses, we calculated daily incidence rates and reproductive number (R(t)) from 34,975 cases between January and June 2020 across 34 Ontario Public Health Units. We used generalised linear models, adjusting for potential confounders, to calculate point estimates (PE) and 95% confidence intervals (CI) for UV and O(3). Analyses were further stratified by age groups and outbreaks at institutions versus community. RESULTS: We found that 1-week averaged UV was significantly associated with a 13% decrease (95% CI: 0.80–0.96) in overall COVID-19 R(t), per unit increase. A negative association with UV was also significant among community outbreaks (PE: 0.88, 95% CI: 0.81–0.96) but not institutional outbreaks (PE: 0.94, 95% CI: 0.85–1.03). A positive association of O(3) with COVID-19 incidence is strongly suggested among institutional outbreak cases (PE: 1.06, 95% CI: 1.00–1.13). CONCLUSION: Our study found evidence to support the hypothesis that higher UV reduced transmission of COVID-19 and some evidence that ground-level O(3) positively influenced COVID-19 transmission. Setting of infection should be strongly considered as a factor in future research. UV and O(3) may explain some of COVID-19's seasonal behaviour. Elsevier Inc. 2021-03 2021-01-06 /pmc/articles/PMC7787508/ /pubmed/33359457 http://dx.doi.org/10.1016/j.envres.2020.110645 Text en © 2020 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article To, Teresa Zhang, Kimball Maguire, Bryan Terebessy, Emilie Fong, Ivy Parikh, Supriya Zhu, Jingqin Su, Yushan UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models |
title | UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models |
title_full | UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models |
title_fullStr | UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models |
title_full_unstemmed | UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models |
title_short | UV, ozone, and COVID-19 transmission in Ontario, Canada using generalised linear models |
title_sort | uv, ozone, and covid-19 transmission in ontario, canada using generalised linear models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7787508/ https://www.ncbi.nlm.nih.gov/pubmed/33359457 http://dx.doi.org/10.1016/j.envres.2020.110645 |
work_keys_str_mv | AT toteresa uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels AT zhangkimball uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels AT maguirebryan uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels AT terebessyemilie uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels AT fongivy uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels AT parikhsupriya uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels AT zhujingqin uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels AT suyushan uvozoneandcovid19transmissioninontariocanadausinggeneralisedlinearmodels |