ArticleJAMA2012
Association between changes in air pollution levels during the Beijing Olympics and biomarkers of inflammation and thrombosis in healthy young adults.
Article in JAMA, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 177 papers, 5 of them syntheses that pooled it.
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Who cites it
177 citing papers in PubMed, 5 syntheses or guidelines pooled it, 408 citations in OpenAlex.
- Acute Effects of Particulate Matter on All-Cause Mortality in Urban, Rural, and Suburban Areas, Italy.International journal of environmental research and public health · 2021Pooled it
- Association between exposure to ambient air pollution and hospital admission, incidence, and mortality of stroke: an updated systematic review and meta-analysis of more than 23 million participants.Environmental health and preventive medicine · 2021Pooled it
- Air pollution and gestational diabetes mellitus: evidence from cohort studies.BMJ open diabetes research & care · 2020Pooled it
- Combinations of Epidemiological and Experimental Studies in Air Pollution Research: A Narrative Review.International journal of environmental research and public health · 2020Pooled it
- Effect of particulate matter air pollution on C-reactive protein: a review of epidemiologic studies.Reviews on environmental health · 2012Pooled it
- Indoor particulate matter concentrations and air cleaner intervention association with biomarkers in former smokers with COPD.Environmental research · 2024Trial
- Cardiovascular and inflammatory mechanisms in healthy humans exposed to air pollution in the vicinity of a steel mill.Particle and fibre toxicology · 2018Trial
- Plasma nitrite is an indicator of acute changes in ambient air pollutant concentrations.Inhalation toxicology · 2014Trial
- Exploring China's Clean Air Act and associated cardiovascular disease risk: a prospective, quasi-experimental, and causal inference modelling study.The Lancet. Planetary health · 2026Article
- Mega-Events, Air Pollution and Health Outcomes: A Systematic Review.Antioxidants (Basel, Switzerland) · 2026Review
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- Extreme Weather Events, Air Pollution, and Cardiovascular Health: Mechanisms and Challenges.Reviews in cardiovascular medicine · 2026Review
- Impact of Lignite Combustion Air Pollution on Acute Coronary Syndrome and Atrial Fibrillation Incidence in Western Macedonia, Greece.International journal of environmental research and public health · 2026Article
- How Do Household Energy Transitions Work?Research report (Health Effects Institute) · 2025Article
- [Mitigating the Health Effects of Particulate Matter: A Narrative Review of Intervention Studies].Jugan geon-gang gwa jilbyeong · 2025Review
- Short-term association between ambient air pollution and heart rate variability: results from the population-based KORA S4 and FF4 studies.Particle and fibre toxicology · 2025Article
- Particulate matter air pollution: effects on the respiratory system.The Journal of clinical investigation · 2025Review
- Air pollution interventions for health.Nature medicine · 2025Review
- Air Pollution and Stroke: An Emerging Challenge From Cardio-Cerebrovascular Multimorbidity.Journal of the American Heart Association · 2025Review
- The Dark Triad of Particulate Matter, Oxidative Stress and Coronary Artery Disease: What About the Antioxidant Therapeutic Potential.Antioxidants (Basel, Switzerland) · 2025Review
117 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
16 authors at 3 institutions in 2 countries.
Funding
Abstract
contextAir pollution is a risk factor for cardiovascular diseases (CVD), but the underlying biological mechanisms are not well understood.
objectiveTo determine whether markers related to CVD pathophysiological pathways (biomarkers for systemic inflammation and thrombosis, heart rate, and blood pressure) are sensitive to changes in air pollution. DESIGN, SETTING, AND
participantsUsing a quasi-experimental opportunity offered by greatly restricted air pollution emissions during the Beijing Olympics, we measured pollutants daily and the outcomes listed below in 125 healthy young adults before, during, and after the 2008 Olympics (June 2-October 30). We used linear mixed-effects models to estimate the improvement in outcome levels during the Olympics and the anticipated reversal of outcome levels after pollution controls ended to determine whether changes in outcome levels were associated with changes in pollutant concentrations.
main outcome measuresC-reactive protein (CRP), fibrinogen, von Willebrand factor, soluble CD40 ligand (sCD40L), soluble P-selectin (sCD62P) concentrations; white blood cell count (WBC); heart rate; and blood pressure.
resultsConcentrations of particulate and gaseous pollutants decreased substantially (-13% to -60%) from the pre-Olympic period to the during-Olympic period. Using 2-sided tests conducted at the .003 level, we observed statistically significant improvements in sCD62P levels by -34.0% (95% CI, -38.4% to -29.2%; P < .001) from a pre-Olympic mean of 6.29 ng/mL to a during-Olympic mean of 4.16 ng/mL and von Willebrand factor by -13.1% (95% CI, -18.6% to -7.5%; P < .001) from 106.4% to 92.6%. After adjustments for multiple comparisons, changes in the other outcomes were not statistically significant. In the post-Olympic period when pollutant concentrations increased, most outcomes approximated pre-Olympic levels, but only sCD62P and systolic blood pressure were significantly worsened from the during-Olympic period. The fraction of above-detection-limit values for CRP (percentage ≥ 0.3 mg/L) was reduced from 55% in the pre-Olympic period to 46% in the during-Olympic period and reduced further to 36% in the post-Olympic period. Interquartile range increases in pollutant concentrations were consistently associated with statistically significant increases in fibrinogen, von Willebrand factor, heart rate, sCD62P, and sCD40L concentrations.
conclusionsChanges in air pollution levels during the Beijing Olympics were associated with acute changes in biomarkers of inflammation and thrombosis and measures of cardiovascular physiology in healthy young persons. These findings are of uncertain clinical significance.
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Registered trials
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.