Sultan Ayoub Meo1, Abdulelah Adnan Abukhalaf1, Waqas Sami2, Thanh D Hoang3. 1. Department of Physiology, College of Medicine, King Saud University, Riyadh, Saudi Arabia. 2. Department of Public Health, University of Health Sciences, Lahore, Pakistan. 3. Walter Reed National Medical Center, Bethesda, MD, USA.
Abstract
OBJECTIVES: COVID-19 pandemic raised several queries on the relationship between the environment pollution and occurrence of new cases and deaths. This study aims to explore the effect of environmental pollution, particulate matter (PM 2.5 μm), carbon monoxide (CO) and Ozone (O3) on daily cases and daily deaths due to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection in a largest metropolitan city London, United Kingdom. METHODS: For this study, we selected London, one of the highly populated capitals, and markedly affected due to COVID-19 pandemic. The data on the SARS-CoV-2 daily new cases and deaths were recorded from UK-gov Web "Coronavirus COVId-19 in the UK, 2020". The daily environmental pollutants PM 2.5 μm, CO and O3 were recorded from the metrological web "(London Air Pollution, Air Quality Index- AQI, 2020)". The daily cases, deaths, PM 2.5 μm, CO and O3 were documented from the date of the occurrence of the first case of SARS-CoV-2 in London, February 24 to November 2, 2020. RESULTS: The SARS-CoV-2 cases and deaths were positively related with environmental pollutants, PM2.5, O3 and CO levels. Additionally, with 1 µm increase in PM2.5 the number of cases and deaths significantly increased by 1.1% and 2.3% respectively. A 1 unit increase in CO level significantly increased the number of cases and deaths by 21.3% and 21.8% respectively. A similar trend was observed in O3, with 1-unit increase, the number of cases and deaths were significantly increased respectively by 0.8% and 4.4%. CONCLUSIONS: Environmental pollutants, PM2.5, CO and O3 have a positive association with an increased number of SARS-CoV-2 daily cases and daily deaths in London, UK. Environmental pollution management authorities must implement necessary policies and assist in planning to minimize the environmental pollution and COVID-19 pandemic.
OBJECTIVES: COVID-19 pandemic raised several queries on the relationship between the environment pollution and occurrence of new cases and deaths. This study aims to explore the effect of environmental pollution, particulate matter (PM 2.5 μm), carbon monoxide (CO) and Ozone (O3) on daily cases and daily deaths due to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection in a largest metropolitan city London, United Kingdom. METHODS: For this study, we selected London, one of the highly populated capitals, and markedly affected due to COVID-19 pandemic. The data on the SARS-CoV-2 daily new cases and deaths were recorded from UK-gov Web "Coronavirus COVId-19 in the UK, 2020". The daily environmental pollutants PM 2.5 μm, CO and O3 were recorded from the metrological web "(London Air Pollution, Air Quality Index- AQI, 2020)". The daily cases, deaths, PM 2.5 μm, CO and O3 were documented from the date of the occurrence of the first case of SARS-CoV-2 in London, February 24 to November 2, 2020. RESULTS: The SARS-CoV-2 cases and deaths were positively related with environmental pollutants, PM2.5, O3 and CO levels. Additionally, with 1 µm increase in PM2.5 the number of cases and deaths significantly increased by 1.1% and 2.3% respectively. A 1 unit increase in CO level significantly increased the number of cases and deaths by 21.3% and 21.8% respectively. A similar trend was observed in O3, with 1-unit increase, the number of cases and deaths were significantly increased respectively by 0.8% and 4.4%. CONCLUSIONS: Environmental pollutants, PM2.5, CO and O3 have a positive association with an increased number of SARS-CoV-2 daily cases and daily deaths in London, UK. Environmental pollution management authorities must implement necessary policies and assist in planning to minimize the environmental pollution and COVID-19 pandemic.
Environmental pollution develops a hazardous
situation, and causes significant wide-ranging damage to the regional
environment, human health and living organisms (Meo et al., 2020a). Worldwide,
people are migrating from rural areas to the metropolitan cities
(Mathias, 2020).
The metropolitan cities are facing the challenging issues of overcrowded
population, large number of motor vehicles, and constructions of
unplanned industries. These factors increase the environmental pollution
both at regional and international levels. The environmental pollutants
are mainly consisting of “dust, fumes, smoke, carbon dioxide, carbon
monoxide, nitrogen oxides“, particulate matter, hydrocarbons and other
organic compounds (U.S. Environmental Protection Agency (EPA), 2020, Pandey and Singh, 2019). Worldwide, many metropolitan cities are
affected by environmental pollution.London, a capital city of United Kingdom, is
one of the highly populated, and congested metropolitan cities, is facing
major health care challenges of environmental pollution and a rapidly
increasing number of SARS-CoV-2 cases. On Dec 4, 2020, the total number
of SARS-CoV-2 cases in United Kingdom, are 1659260, deaths 59,699
compared to worldwide total number of cases of SARS-CoV-2 are 64,350,473
(2.57%) and deaths 1,494,668 (3.99%) (World Health Organization, WHO 2020). In
London, where the total number of SARS-CoV-2 cases are 161,626 compared
to total number of cases in the entire United Kingdom are 165260 (9.74 %)
(London Data,
2020). One of the reasons of rising cases of SARS-CoV-2
in London may be the environmental pollution which makes the city more
susceptible to infectious diseases such as SARS-CoV-2 infections
(London Data,
2020). It has already been reported that environmental
pollution and weather conditions have an impact on the pattern of health
and disease (Meo et al.,
2020b).The incidence of SARS-CoV-2 may be linked to
living in “urbanization, habitat destruction, live animal trade,
intensive livestock farming and global travel” (Barouki et al., 2020). The
impact of environmental pollution requires further studies. The present
study aims to investigate the effect of environmental pollutants
“particulate matter PM2.5, carbon monoxide (CO), and Ozone (O3) on the daily incidence and deaths due to
SARS-CoV-2 infection in London, UK”.
Materials and Methods
The present study was steered in the
“Department of Physiology, College of Medicine, King Saud University,
Riyadh, Saudi Arabia”. In this study we selected London, UK, one of the
highly populated metropolitan capitals, affected by the environmental
pollution and SARS-Co-2 infection. Data were extracted from publicly
accessible databases. The information on SARS-CoV-2 daily cases and
deaths were collected from the UK-gov Web "(Coronavirus COVId-19 in the
UK, 2020)". The daily information on meteorological conditions,
environmental pollution, daily pollutants, particulate matter PM2.5, CO
and O3 were obtained the metrological
web-(London Air Pollution, Air Quality Index- AQI, 2020). The daily
cases, deaths, pollutants, particulate matter PM2.5, CO and O3 were recorded from the date of appearance of
first case of “SARS-CoV-2” in the London, from February 24, 2020 to
November 02, 2020.Ethical Statement: For this study the data on the
daily new cases and deaths due to COVID-2019 pandemic, particulate matter
PM2.5, CO and O3 related information were
obtained from the UK-gov Web "Coronavirus COVId-19 in the UK, 2020)", and
weather web “AQI” from the publicly available data bases, hence ethical
approval was not required.
Statistical analysis
The data was analyzed using “R Core Team
(2020). R: A language and environment for statistical computing. R
Foundation for Statistical Computing, Vienna, Austria”. One-sample
Kolmogorov-Smirnov test was used to evaluate the assumptions of Normal
and Poisson distributions. Median (25th−75th quartiles) are reported
for non-normally distributed quantitative variables (number of cases,
deaths, PM2.5, CO and O3). Spearman Rho
Correlation was applied to assess the relationship between various
pollutant parameters with the number of cases and deaths at 1% level
of significance. After fulfilling the assumptions, the Poisson
regression analysis was performed to predict the number of cases and
deaths from pollutant parameters. Goodness of Fit tests and Model
tests for all regression analysis were significant. An α = 0.05 was
considered as statistically significant.
Results
The median (25th−75th quartile) number of new
daily cases reported in London between 24th February to 2nd November 2020
were 168 (57.5–567) and deaths 4 (1–15), whereas the median PM2.5, CO and
O3 levels were 24 (18–38), 2 (1–4) and 21
(15–28) respectively (Fig.
1
). The number of cases significantly
increased with the increase in PM2.5 level (ρ = 0.341, p < 0.001), a
similar trend was observed where O3 level was
significantly positively related with the number of cases (ρ = 0.222,
p < 0.001). Moreover, a positive association was noticed between the
number of cases and CO level, but it did not achieve a level of
significance (ρ = 0.120, p = 0.057).
Fig. 1
Median PM2.5, CO, O3 levels and number of cases and deaths during the period
February 24 to November 2, 2020.
Median PM2.5, CO, O3 levels and number of cases and deaths during the period
February 24 to November 2, 2020.In addition, the number of deaths also
significantly increased with the increase in levels of PM2.5 (ρ = 0.395,
p < 0.001), CO (ρ = 0.125, p = 0.047) and O3 (ρ = 0.450, p < 0.001). Results are presented in
Fig. 2, Fig. 3, Fig. 4
.
Fig. 2
Relationship of PM2.5 with number of
SARS-CoV-2 cases and deaths.
Fig. 3
Relationship of carbon monoxide (CO)
with number of SARS-CoV-2 cases and deaths.
Fig. 4
Relationship of Ozone (O3) with number of SARS-CoV-2 cases and
deaths.
Relationship of PM2.5 with number of
SARS-CoV-2 cases and deaths.Relationship of carbon monoxide (CO)
with number of SARS-CoV-2 cases and deaths.Relationship of Ozone (O3) with number of SARS-CoV-2 cases and
deaths.Results presented in Table 1, Table 2
demonstrates that, 1 µm increase in
PM2.5 the number of cases and deaths significantly increased by 1.1% and
2.3% respectively. Whereas 1 unit increase in CO level the number of
cases and deaths again significantly increased by 21.3% and 21.8%
respectively. A similar trend was observed with O3 pollutants, results showed that with an increase of 1 unit
in O3 the cases and deaths were significantly
increased by 0.8% and 4.4%.
Table 1
Poisson Regression – PM2.5, CO and
O3 relation with the number of SARS-CoV-2
cases.
Pollutant
Parameters
Β
S.E
Exp (β)
p-value
PM 2.5
0.011
0.0002
1.011
p < 0.001*
CO
0.193
0.0015
1.213
p < 0.001*
O3
0.008
0.003
1.008
p < 0.001*
**statistically significant at 5%
level of significance; S.E = Standard Error; β = Coefficient Estimates;
Exp (β) = Exponentiated Values.
Table 2
Poisson Regression- PM2.5, CO and
O3 relation with the number of SARS-CoV-2
deaths.
Pollutant
Parameters
Β
S.E
Exp (β)
p-value
PM 2.5
0.023
0.0005
1.023
p < 0.001*
CO
0.197
0.0067
1.218
p < 0.001*
O3
0.043
0.0012
1.044
p < 0.001*
** statistically significant at 5%
level of significance; S.E = Standard Error; β = Coefficient Estimates;
Exp (β) = Exponentiated Values.
Poisson Regression – PM2.5, CO and
O3 relation with the number of SARS-CoV-2
cases.**statistically significant at 5%
level of significance; S.E = Standard Error; β = Coefficient Estimates;
Exp (β) = Exponentiated Values.Poisson Regression- PM2.5, CO and
O3 relation with the number of SARS-CoV-2
deaths.** statistically significant at 5%
level of significance; S.E = Standard Error; β = Coefficient Estimates;
Exp (β) = Exponentiated Values.
Discussion
Environmental pollution is a growing global
public health concern. It changes the environment, weather conditions,
and increases the risk for respiratory (Meo et al. 2020b), nervous system
(Meo et al.
2019c), cardiovascular (Meo and Suraya, 2015d), and endocrine
(Meo et al.
2020e). Environmental pollutants have various sources
of emission, biological, physical, chemical, and spreading behaviors
(Jeong et al.,
2019). The present study findings are showing
increasing trends of SARS-CoV-2 cases and deaths with environmental
pollutants PM.2.5, CO and O3 levels in
London, United Kingdom.Literature acknowledged that the
environmental pollution increases the incidence and mortality of
respiratory infections (Kan et al
2005). (Kan et
al 2005) reported that the coronavirus outbreak
increased by 6% with a relative risk of mortality for each 10 µg per
cubic meter increase in the mean of total respirable particulate matter
PM-10, which also comprises of PM2.5 and larger
particles. Similarly, (Croft et al
2018), and (Croft et al., 2020) found that short-term or long-term
upsurges in particulate matter PM2.5 from traffic and various combustion
sources are a potential risk for high incidence of influenza, and
hospitalizations with culture-negative pneumonia and influenza.Earlier studies have also established a link
between high concentrations of ambient fine particles, PM2.5 and
respiratory infections (Cannon et al., 2018, Gandini et al., 2018).
Similarly, the present study results revealed a positive correlation
between the environmental pollutants PM2.5, CO and O3 and number of cases and deaths of SARS-CoV-2.(Razzaq et al. 2020) established a relationship between
air pollution mainly ground ozone O3 and
COVID-19 cases in the states of the US. The authors
found a positive relationship with high environmental pollution and
increase susceptibility of COVID-19 cases. Similarly, (Lolli et al., 2020)
investigated the role of air pollution on transmission of SARS-CoV-2
infections. The authors concluded that air pollution
(PM2.5) shows a positive correlation at lesser degree. COVID-19 pandemic
transmission prefers dry and cool weather conditions as well as polluted
environment.Bianconi et al
(2020) reported the risk of particulate matter
exposure, “PM2.5 and PM10 with the COVID-19 cases and
deaths” across the Italian regions. They also concluded that PM pollution
plays a role in the outbreak of COVID-19 cases in Italian
regions.Zhu et al. (2020)
found a significant positive association between air pollutants including
PM2.5, PM10, CO, O3 with COVID-19 infection.
In another study, (Frontera et al
2020) reported that the regions with high air
pollutants, “PM2.5 and NO2” have high incidence and mortality due to
SARS-CoV-2 infection. Similarly, the present study findings show an
increasing trend of COVID-19 cases and deaths with environmental
pollution in London, UKMore recently, (Meo et al., 2020a, Meo SAf et al., 2020f) reported that PM2.5, CO, and O3
concentrations generated due to wildfire was
associated with increases in the COVID-19 cases and deaths in various
regions of the California, USA. The literature show that environmental
pollution and weather conditions possibly affect the transmissibility of
SARS-CoV-2 infection (Meo Sag et al., 2020g, Meo et al., 2020h).Liu and Li (2020)
showed that ground-level ozone was positively correlated with
county-level mortality rates. High ground-level ozone and nitrogen
dioxide concentrations contribute to a greater COVID-19 mortality rate.
Similarly, Comunian et al.
(2020) reported that short-term and long-term exposure
to high concentrations of pollutants, particulate matter were linked to
an increased in COVID-19 infection. Pozzer et al. (2020) suggested that
environmental pollution is a major cofactor for increasing risk of deaths
due to COVID-19 pandemic.The SARS-CoV-2 can be easily transported
through the air and pollutants. Air is a highly suitable transmission
method in which microorganisms including “bacteria, fungi, viruses,
parasites, and spores may move around the environment of various regions
(Zhou et al., 2020, Setti et al., 2020). The environmental particulate matters
play a role as a carrier of numerous microorganisms including viruses.
The particulate matters increase the effectiveness of the viruses spread
and provide suitable environment for its persistence (Setti et al., 2020). Moreover,
PM2.5 along with microorganisms can be easily inhaled deep into the
lungs, mainly those pollutants which are smaller than PM2.5 microns, fine
and ultrafine particulate matters. This may facilitate the virus to
enter, grow within the respiratory system and cause infections
(Setti et al.,
2020). The literature is supported by some evidences
that exposure to environmental pollutants, PM has been causally linked to
organ dysfunctions mostly involving the respiratory system (Schraufnagel et al., 2019) and
also severe course of SARS-CoV-2 infection (Leikauf et al., 2020).The environmental pollution PM 2.5, CO and
O3 may act as a carrier of the infection,
impair the immunity, making the people more susceptible to pathogens, and
as a worsening pathogenic factor for the disease*** (Zhou et al 2020).
In't Veen et al.
(2020) reported a correlation between severity of
SARS-CoV-2 infection and air pollution. The mechanisms by which air
pollution might facilitate SARS-CoV-2 infection include a possible link
between upregulation of the angiotensin converting enzyme receptor by air
pollution and the host being prone to more severe COVID-19.The present study findings have evidences
that particulate matter PM2.5, CO and O3 are
the possible sources of carrier or transport vector for SARS-CoV-2 virus.
Moreover, CO is a highly toxic gas which can damage the lungs. This
mechanism supports the hypothesis that the environmental pollutants
particulate matters PM2.5, CO, O3 resulted in
an increase in the SARS-CoV-2 cases and deaths.
Study strengths and
limitations
This is the first study added in
literature that has investigated the effect of environmental pollution
particulate matter PM2.5, CO and O3 on the
incidence and mortality trends of SARS-CoV-2 infection in a largest
metropolitan city, London. We selected the main pollutants, PM2.5, CO
and O3, as these pollutants are sharp to
decline deep into the lungs. The limitation of this study is that, we
were unable to consider other pollutants such as PM 2.10, carbon
dioxide, and weather conditions which may also affect the dynamics of
the COVID-19 epidemic. Further studies are suggested to develop a
comprehensive understanding of the various environmental factors
involved in COVID-19 pandemic.
Conclusions
The present study results identified a
relationship between environmental pollutants, particulate matter PM2.5,
carbon monoxide and Ozone with number of cases and deaths due to
SARS-CoV-2 infection in London, UK. These environmental pollutants act as
triggering factors for the current pandemic situation. The findings have
outcomes for policymakers and health officials about the impact of
environmental pollution, particulate matter PM2.5 and CO on the
epidemiological trends of daily new cases and deaths due to the COVID-19
pandemic. Environmental pollution management authorities must implement
necessary policies and assist in planning to minimize the environmental
pollution and COVID-19 pandemic both at regional and international
level.
Declaration of Competing
Interest
The authors declare that they have no known
competing financial interests or personal relationships that could have
appeared to influence the work reported in this paper.
Authors: S A Meo; A A Abukhalaf; A A Alomar; N M Alsalame; T Al-Khlaiwi; A M Usmani Journal: Eur Rev Med Pharmacol Sci Date: 2020-07 Impact factor: 3.507
Authors: M Gandini; C Scarinzi; S Bande; G Berti; P Carnà; L Ciancarella; G Costa; M Demaria; S Ghigo; A Piersanti; M Rowinski; T Spadea; M Stroscia; E Cadum Journal: Environ Int Date: 2018-10-23 Impact factor: 9.621
Authors: Antonio Frontera; Lorenzo Cianfanelli; Konstantinos Vlachos; Giovanni Landoni; George Cremona Journal: J Infect Date: 2020-05-21 Impact factor: 6.072
Authors: Andrea Pozzer; Francesca Dominici; Andy Haines; Christian Witt; Thomas Münzel; Jos Lelieveld Journal: Cardiovasc Res Date: 2020-12-01 Impact factor: 10.787
Authors: Daniel P Croft; Wangjian Zhang; Shao Lin; Sally W Thurston; Philip K Hopke; Edwin van Wijngaarden; Stefania Squizzato; Mauro Masiol; Mark J Utell; David Q Rich Journal: Environ Sci Technol Date: 2019-12-18 Impact factor: 9.028
Authors: Sultan Ayoub Meo; Thamir Al-Khlaiwi; Abdulelah Adnan Abukhalaf; Ali Abdullah Alomar; Omar Mohammed Alessa; Faris Jamal Almutairi; Majed Mohammed Alasbali Journal: Int J Environ Res Public Health Date: 2020-06-04 Impact factor: 3.390
Authors: Sultan Ayoub Meo; Sara Ahmed Alqahtani; Fatimah Saad Binmeather; Renad Abdulrhman AlRasheed; Ghada Mohammed Aljedaie; Raghad Mohammed Albarrak Journal: J King Saud Univ Sci Date: 2021-11-03
Authors: Sultan Ayoub Meo; Sara A Alqahtani; Ghada M Aljedaie; Fatimah S Binmeather; Renad A AlRasheed; Raghad M Albarrak Journal: Front Public Health Date: 2022-01-24
Authors: Sultan Ayoub Meo; Faris Jamal Almutairi; Abdulelah Adnan Abukhalaf; Adnan Mahmood Usmani Journal: Int J Environ Res Public Health Date: 2021-12-13 Impact factor: 3.390
Authors: Margo A Sidell; Zhanghua Chen; Brian Z Huang; Ting Chow; Sandrah P Eckel; Mayra P Martinez; Fred Lurmann; Duncan C Thomas; Frank D Gilliland; Anny H Xiang Journal: Environ Res Date: 2022-01-19 Impact factor: 8.431