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Long-term Exposure to Particulate Matter Constituents and the Incidence of Coronary Events in 11 European Cohorts.

Epidemiology. 2015October 22, 2025Paywalled source

In 11 European cohorts of 100,166 people, long-term exposure to particulate matter constituents, especially road-dust indicators such as potassium, silicon and iron, was associated with more coronary events; metal associations weakened after adjustment for particle mass.

Authors

  • Wolf K, Stafoggia M, Cesaroni G, Andersen ZJ, Beelen R, Galassi C, Hennig F, Migliore E, Penell J, Ricceri F, et al. , Epidemiology. 2015

What was studied

The study investigated whether long-term residential exposure to specific chemical constituents of airborne particulate matter (PM), including several metals, is associated with new coronary events such as heart attacks. Long-term PM exposure is known to be associated with cardiovascular illness and death, but less is known about which components of the particles matter. The researchers estimated each participant's long-term home concentrations of PM10, PM2.5 and eight pre-selected elements: copper, iron, nickel, potassium, silicon, sulfur, vanadium and zinc. Concentrations were estimated with land-use regression models. Cohort-specific associations were estimated with Cox proportional hazards models, with and without adjustment for PM mass, and pooled by random-effects meta-analysis.

Who was studied

The analysis pooled 11 population cohorts from Finland, Sweden, Denmark, Germany and Italy. It included 100,166 people followed for an average of 11.5 years, during which 5,157 incident coronary events were identified. A common set of confounders was used in all cohorts.

Most important findings

Critical PointsDetails
Potassium most clearly associatedA 100 ng/m³ increase in PM10 potassium was associated with a 6% increase in coronary events (HR 1.06, 95% CI 1.01–1.12), and a 50 ng/m³ increase in PM2.5 potassium with an 18% increase (HR 1.18, 95% CI 1.06–1.32).
Other constituentsEstimates for PM10 silicon and PM2.5 iron were also elevated, and all other constituents studied, including the metals copper, nickel, vanadium and zinc, showed positive associations with coronary events.
Effect of adjusting for PM massWhen the models were additionally adjusted for PM mass, the estimates decreased for every constituent except potassium. The independent contribution of individual metals therefore could not be clearly separated from that of the particle mass as a whole.
Road dust as a likely sourceThe authors conclude that long-term exposure to PM constituents was associated with coronary events, especially for indicators of road dust.

Key implications

This large multicentre study supports the view that the chemical makeup of airborne particles, not only their mass, may matter for heart health, and it points to road-dust-related constituents as a particular concern. For metals specifically, the evidence was suggestive rather than conclusive: associations for copper, iron, nickel, vanadium and zinc were positive but weakened once overall particle mass was taken into account. The study concerns inhaled outdoor air pollution, not dietary or product exposure, so it informs air-quality policy rather than limits for metals in food or consumer products.

Citation

Wolf K, Stafoggia M, Cesaroni G, Andersen ZJ, Beelen R, Galassi C, Hennig F, Migliore E, Penell J, Ricceri F, et al. Long-term Exposure to Particulate Matter Constituents and the Incidence of Coronary Events in 11 European Cohorts. Epidemiology. 2015;26(4):565–574. doi:10.1097/EDE.0000000000000300

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Lead (Pb)

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Nickel (Ni)

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Arsenic (As)

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