Evidence map›Paper›PMID 35442452›Full record

ArticleJAMA network open2022

Association of Short-term Air Pollution Exposure With SARS-CoV-2 Infection Among Young Adults in Sweden.

Zhebin Yu, Tom Bellander, Anna Bergström, Joakim Dillner, Kristina Eneroth, Magnuz Engardt, Antonios Georgelis, Inger Kull, Petter Ljungman, Göran Pershagen and 4 more

Abstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Article
  2. The triple-hit hypothesis: exploring pulmonary e-cigarette, PMEuropean respiratory review : an official journal of the European Respiratory Society · 2026
    Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. SARS-CoV-2 and Environmental Changes: The Perfect Storm.Current issues in molecular biology · 2024
    Review
  9. Article
  10. COVID-19 vaccine uptake among young adults: Influence of asthma and sociodemographic factors.The journal of allergy and clinical immunology. Global · 2024
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Zhebin YuInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Tom BellanderInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Anna BergströmInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Joakim DillnerMedical Diagnostics Karolinska, Karolinska University Hospital, Stockholm, Sweden.
Kristina EnerothSLB-analys, Environment and Health Administration, Stockholm, Sweden.
Magnuz EngardtSLB-analys, Environment and Health Administration, Stockholm, Sweden.
Antonios GeorgelisInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Inger KullDepartment of Clinical Sciences and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden.
Petter LjungmanInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Göran PershagenInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Massimo StafoggiaDepartment of Epidemiology, Lazio Regional Health Service, Rome, Italy.
Erik MelénDepartment of Clinical Sciences and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden.
Olena GruzievaInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
BAMSE COVID-19 Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Mounting ecological evidence shows an association between short-term air pollution exposure and COVID-19, yet no study has examined this association on an individual level. Objective: To estimate the association between short-term exposure to ambient air pollution and SARS-CoV-2 infection among Swedish young adults. Design, Setting, and Participants: This time-stratified case-crossover study linked the prospective BAMSE (Children, Allergy Milieu, Stockholm, Epidemiology [in Swedish]) birth cohort to the Swedish national infectious disease registry to identify cases with positive results for SARS-CoV-2 polymerase chain reaction (PCR) testing from May 5, 2020, to March 31, 2021. Case day was defined as the date of the PCR test, whereas the dates with the same day of the week within the same calendar month and year were selected as control days. Data analysis was conducted from September 1 to December 31, 2021. Exposures: Daily air pollutant levels (particulate matter with diameter ≤2.5 μm [PM2.5], particulate matter with diameter ≤10 μm [PM10], black carbon [BC], and nitrogen oxides [NOx]) at residential addresses were estimated using dispersion models with high spatiotemporal resolution. Main Outcomes and Measures: Confirmed SARS-CoV-2 infection among participants within the BAMSE cohort. Distributed-lag models combined with conditional logistic regression models were used to estimate the association. Results: A total of 425 cases were identified, of whom 229 (53.9%) were women, and the median age was 25.6 (IQR, 24.9-26.3) years. The median exposure level for PM2.5 was 4.4 [IQR, 2.6-6.8] μg/m3 on case days; for PM10, 7.7 [IQR, 4.6-11.3] μg/m3 on case days; for BC, 0.3 [IQR, 0.2-0.5] μg/m3 on case days; and for NOx, 8.2 [5.6-14.1] μg/m3 on case days. Median exposure levels on control days were 3.8 [IQR, 2.4-5.9] μg/m3 for PM2.5, 6.6 [IQR, 4.5-10.4] μg/m3 for PM10, 0.2 [IQR, 0.2-0.4] μg/m3 for BC, and 7.7 [IQR, 5.3-12.8] μg/m3 for NOx. Each IQR increase in short-term exposure to PM2.5 on lag 2 was associated with a relative increase in positive results of SARS-CoV-2 PCR testing of 6.8% (95% CI, 2.1%-11.8%); exposure to PM10 on lag 2, 6.9% (95% CI, 2.0%-12.1%); and exposure to BC on lag 1, 5.8% (95% CI, 0.3%-11.6%). These findings were not associated with NOx, nor were they modified by sex, smoking, or having asthma, overweight, or self-reported COVID-19 respiratory symptoms. Conclusions and Relevance: The findings of this case-crossover study of Swedish young adults suggest that short-term exposure to particulate matter and BC was associated with increased risk of positive PRC test results for SARS-CoV-2, supporting the broad public health benefits of reducing ambient air pollution levels.

Indexed as

Air PollutionCOVID-19AdultChildCross-Over StudiesEnvironmental ExposureFemaleHumansMaleNitrogen OxidesParticulate MatterProspective StudiesSARS-CoV-2SwedenYoung AdultNitrogen OxidesParticulate Matter

Identifiers

PMID35442452
PMCPMC9021914

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.