Wildland Fire-Related Smoke PM2.5 and Cardiovascular Disease ED Visits in the Western United States
Li, L.; Wang, W.; Chang, H. H.; Alonso, A.; Liu, Y.
Show abstract
BackgroundThe impact of short-term exposure to fine particulate matter (PM2.5) due to wildland fire smoke on the risk of cardiovascular disease (CVD) remains unclear. We investigated the association between short-term exposure to wildfire smoke PM2.5 and Emergency Department (ED) visits for acute CVD in the Western United States from 2007 to 2018. MethodsED visits for primary or secondary diagnoses of atrial fibrillation (AF), acute myocardial infarction (AMI), heart failure (HF), stroke, and total CVD were obtained from hospital associations or state health departments in California, Arizona, Nevada, Oregon, and Utah. ED visits included those that were subsequently hospitalized. Daily smoke, non-smoke, and total PM2.5 were estimated using a satellite-driven multi-stage model with a high resolution of 1 km. The data were aggregated to the zip code level and a case-crossover study design was employed. Temperature, relative humidity, and day of the year were included as covariates. ResultsWe analyzed 49,759,958 ED visits for primary or secondary CVD diagnoses, which included 6,808,839 (13.7%) AFs, 1,222,053 (2.5%) AMIs, 7,194,474 (14.5%) HFs, and 808,396 (1.6%) strokes. Over the study period from 2007-01-01 to 2018-12-31, the mean smoke PM2.5 was 1.27 (Q1: 0, Q3: 1.29) {micro}g/m3. A 10 {micro}g/m3 increase in smoke PM2.5 was associated with a minuscule decreased risk for AF (OR 0.994, 95% CI 0.991-0.997), HF (OR 0.995, 95% CI 0.992-0.998), and CVD (OR 0.9997, 95% CI 0.996-0.998), but not for AMI and stroke. Adjusting for non-smoke PM2.5 did not alter these associations. A 10 {micro}g/m3 increase in total PM2.5 was linked to a small increased risk for all outcomes except stroke (OR for CVD 1.006, 95% CI 1.006-1.007). Associations were similar across sex and age groups. ConclusionWe identified an unexpected slight lower risk of CVD ED visits associated with short-term wildfire smoke PM2.5 exposure. Whether these findings are due to methodological issues, behavioral changes, or other factors requires further investigation.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Using parametric g-computation to estimate the effect of long-term exposure to air pollution on mortality risk and simulate the benefits of hypothetical policies: the Canadian Community Health Survey cohort (2005 to 2015) 97%
- Association between Fine Particulate Matter Exposure and Cerebrospinal Fluid Biomarkers of Alzheimer’s Disease among a Cognitively Healthy Population-based Cohort 96%
- Exposure contrasts of pregnant women during the Household Air Pollution Intervention Network randomized controlled trial 96%
Similar papers in this journal
- Windows of Susceptibility to Air Pollution During and Surrounding Pregnancy in Relation to Longitudinal Maternal Measures of Adiposity and Lipid Profiles 95%
- Brick kiln pollution and its impact on health: A systematic review and meta-analysis 95%
- Long-term effects of a coalmine fire on hospital and ambulance use: an interrupted time series study 95%
Similar papers in this journal
- Associations between respiratory health outcomes and coal mine fire PM2.5 smoke exposure: a cross-sectional study 96%
- Short-term acute exposure to wildfire smoke and lung function in a Royal Canadian Mounted Police (RCMP) cohort 95%
- Gastroenterology Procedures Generate Aerosols: an Air Quality Turnover Solution to Mitigate the Risk 93%
Similar papers in this journal
- Urban Air Pollution May Enhance COVID-19 Case-Fatality and Mortality Rates in the United States 97%
- Long-term ozone exposure and associated cause-specific mortality risks with adjusted metrics by cohort studies: A systematic review and meta-analysis 95%
- What is required to prevent a second major outbreak of the novel coronavirus SARS-CoV-2 upon lifting the metropolitan-wide quarantine of Wuhan city, China 82%
Similar papers in this journal
- Lifetime air pollution exposure from prenatal to 18 years and cardiovascular health in young adulthood: findings from a UK birth cohort 96%
- In vitro genotoxic and mutagenic potentials of combustion particles from marine fuels with different sulfur contents 95%
- The complex relationship of air pollution and neighborhood socioeconomic deprivation and their association with cognitive decline 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.