Individual blood concentrations of persistent organic pollutants and chemical elements, and COVID-19: A prospective cohort study in Barcelona
Miquel Porta
1, 2, 3
,
José Pumarega
1, 2, 3
,
Magda Gasull
1, 2, 4
,
Ruth Aguilar
5
,
Luis A Henríquez Hernández
6, 7
,
Xavier Basagana
1, 4, 8
,
MANUEL A. ZUMBADO
6, 7
,
Judit Villar García
2
,
Cristina Rius
1, 4, 9
,
Sneha Mehta
2, 10
,
Marta Vidal
5
,
Alfons Jimenez
5
,
Laura Campi
2, 3
,
Joan Lop
2
,
Octavio L. Pérez Luzardo
6, 7
,
Carlota Dobaño
5, 11
,
Gemma Moncunill
5, 11
5
8
9
Agència de Salut Pública de Barcelona, Barcelona, Spain
|
10
Columbia Mailman School of Public Health, New York, USA
|
11
CIBER de Enfermedades Infecciosas (CIBERINFEC), Barcelona, Spain
|
Publication type: Journal Article
Publication date: 2023-04-01
scimago Q1
wos Q1
SJR: 1.822
CiteScore: 14.7
Impact factor: 7.7
ISSN: 00139351, 10960953
PubMed ID:
36740154
Biochemistry
General Environmental Science
Abstract
There is wide, largely unexplained heterogeneity in immunological and clinical responses to SARS-CoV-2 infection. Numerous environmental chemicals, such as persistent organic pollutants (POPs) and chemical elements (including some metals, essential trace elements, rare earth elements, and minority elements), are immunomodulatory and cause a range of adverse clinical events. There are no prospective studies on the effects of such substances on the incidence of SARS-CoV-2 infection and COVID-19. To investigate the influence of blood concentrations of POPs and elements measured several years before the pandemic on the development of SARS-CoV-2 infection and COVID-19 in individuals from the general population. We conducted a prospective cohort study in 154 individuals from the general population of Barcelona. POPs and elements were measured in blood samples collected in 2016–2017. SARS-CoV-2 infection was detected by rRT-PCR in nasopharyngeal swabs and/or by antibody serology using eighteen isotype-antigen combinations measured in blood samples collected in 2020–2021. We analyzed the associations between concentrations of the contaminants and SARS-CoV-2 infection and development of COVID-19, taking into account personal habits and living conditions during the pandemic. Several historically prevalent POPs, as well as arsenic, cadmium, mercury, and zinc, were not associated with COVID-19, nor with SARS-CoV-2 infection. However, DDE (adjusted OR = 5.0 [95% CI: 1.2–21]), lead (3.9 [1.0–15]), thallium (3.4 [1.0–11]), and ruthenium (5.0 [1.8–14]) were associated with COVID-19, as were tantalum, benzo(b)fluoranthene, DDD, and manganese. Thallium (3.8 [1.6–8.9]), and ruthenium (2.9 [1.3–6.7]) were associated with SARS-CoV-2 infection, and so were lead, gold, and (protectively) iron and selenium. We identified mixtures of up to five substances from several chemical groups, with all substances independently associated to the outcomes. Our results provide the first prospective and population-based evidence of an association between individual concentrations of some contaminants and COVID-19 and SARS-CoV-2 infection. POPs and elements may contribute to explain the heterogeneity in the development of SARS-CoV-2 infection and COVID-19 in the general population. If the associations are confirmed as causal, means are available to mitigate the corresponding risks.
Found
Nothing found, try to update filter.
Found
Nothing found, try to update filter.
Top-30
Journals
|
1
2
|
|
|
Environmental Research
2 publications, 20%
|
|
|
Frontiers in Public Health
2 publications, 20%
|
|
|
Preventive Medicine
1 publication, 10%
|
|
|
Chemosphere
1 publication, 10%
|
|
|
Science of the Total Environment
1 publication, 10%
|
|
|
Russian Chemical Reviews
1 publication, 10%
|
|
|
Toxics
1 publication, 10%
|
|
|
Environmental Advances
1 publication, 10%
|
|
|
1
2
|
Publishers
|
1
2
3
4
5
6
|
|
|
Elsevier
6 publications, 60%
|
|
|
Frontiers Media S.A.
2 publications, 20%
|
|
|
Autonomous Non-profit Organization Editorial Board of the journal Uspekhi Khimii
1 publication, 10%
|
|
|
MDPI
1 publication, 10%
|
|
|
1
2
3
4
5
6
|
- We do not take into account publications without a DOI.
- Statistics recalculated weekly.
Are you a researcher?
Create a profile to get free access to personal recommendations for colleagues and new articles.
Metrics
10
Total citations:
10
Citations from 2024:
7
(70%)
Cite this
GOST |
RIS |
BibTex
Cite this
GOST
Copy
Porta M. et al. Individual blood concentrations of persistent organic pollutants and chemical elements, and COVID-19: A prospective cohort study in Barcelona // Environmental Research. 2023. Vol. 223. p. 115419.
GOST all authors (up to 50)
Copy
Porta M., Pumarega J., Gasull M., Aguilar R., Henríquez Hernández L. A., Basagana X., ZUMBADO M. A., Villar García J., Rius C., Mehta S., Vidal M., Jimenez A., Campi L., Lop J., Pérez Luzardo O. L., Dobaño C., Moncunill G. Individual blood concentrations of persistent organic pollutants and chemical elements, and COVID-19: A prospective cohort study in Barcelona // Environmental Research. 2023. Vol. 223. p. 115419.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1016/j.envres.2023.115419
UR - https://doi.org/10.1016/j.envres.2023.115419
TI - Individual blood concentrations of persistent organic pollutants and chemical elements, and COVID-19: A prospective cohort study in Barcelona
T2 - Environmental Research
AU - Porta, Miquel
AU - Pumarega, José
AU - Gasull, Magda
AU - Aguilar, Ruth
AU - Henríquez Hernández, Luis A
AU - Basagana, Xavier
AU - ZUMBADO, MANUEL A.
AU - Villar García, Judit
AU - Rius, Cristina
AU - Mehta, Sneha
AU - Vidal, Marta
AU - Jimenez, Alfons
AU - Campi, Laura
AU - Lop, Joan
AU - Pérez Luzardo, Octavio L.
AU - Dobaño, Carlota
AU - Moncunill, Gemma
PY - 2023
DA - 2023/04/01
PB - Elsevier
SP - 115419
VL - 223
PMID - 36740154
SN - 0013-9351
SN - 1096-0953
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2023_Porta,
author = {Miquel Porta and José Pumarega and Magda Gasull and Ruth Aguilar and Luis A Henríquez Hernández and Xavier Basagana and MANUEL A. ZUMBADO and Judit Villar García and Cristina Rius and Sneha Mehta and Marta Vidal and Alfons Jimenez and Laura Campi and Joan Lop and Octavio L. Pérez Luzardo and Carlota Dobaño and Gemma Moncunill},
title = {Individual blood concentrations of persistent organic pollutants and chemical elements, and COVID-19: A prospective cohort study in Barcelona},
journal = {Environmental Research},
year = {2023},
volume = {223},
publisher = {Elsevier},
month = {apr},
url = {https://doi.org/10.1016/j.envres.2023.115419},
pages = {115419},
doi = {10.1016/j.envres.2023.115419}
}
Profiles