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Updated: Apr 20, 2026

Measuring Carbon Content in Airway Macrophages Exposed to Carbon-Containing Particulate Matters
Published on: July 12, 2024
Sources, seasonal trends and urban exposure to airborne particulate matter-bound pollutants
Anja Ilenič1,2, Radmila Milačič Ščančar3,4, Alenka Mauko Pranjić5
1Department of Materials, Slovenian National Building and Civil Engineering Institute, 1000, Ljubljana, Slovenia. anja.ilenic@zag.si.
Abstract:
Size-fractionated airborne particulate matter was collected over 1 year (2023-2024) at five urban pedestrian and cycling locations in Slovenia. PM10, PM2.5, PM0.1 were collected using a low-volume sampler with polytetrafluoroethylene filters, and PM<0.1 fraction was retained in ultrapure-water. Metal(loid)s and polycyclic aromatic hydrocarbons (PAHs) were determined to assess the potential health and environmental risks. Metal(loid) concentrations were the highest in PM10, with most elevated levels of Zn (7 ng m-3), Ba (4.5 ng m-3), Cu (2.8 ng m-3) and Cr (1.5 ng m-3). Significant enrichment in PM<0.1 was observed for Ba, Cu, Ni, Pb and Zn, with Ce-normalised values indicating a strong anthropogenic contribution. Tailpipe tracers were dominant in (ultra)fine PM fractions, while non-exhaust emission markers (Ba, Cu, Zn) strongly correlated with Ce and La in PM10. Among PAHs, BbF (0.05 ng m-3), BghiP and IP (0.04 ng m-3) exhibited the highest concentrations. BaP, BghiP and IP were enriched in ultra-fine particles, indicating fresh vehicular combustion emissions. Peak pollutant concentrations occurred during the heating period (HP) and in densely populated, high-traffic cities. Source apportionment revealed a dominance of pyrogenic sources, including: (i) vehicular exhaust emissions from diesel engines (5-6-ring PAHs, Ni, V and Pb), (ii) resuspended mineral dust and non-exhaust traffic particles (Ba, Cu, Zn), and (iii) coal and biomass combustion during HP (4-ring PAHs, Co, Mo, Tl). Incremental lifetime cancer risk for As (2 × 10-7), Co (1 × 10-6) and Cr (6 × 10-6) was minimal. Hazard quotient values were below 1. Children cycling during HP experienced the highest exposure levels. The European PM10 limit values for As (6 ng m-3), Cd (5 ng m-3), Pb (500 ng m-3), Ni (20 ng m-3) and BaP (1 ng m-3) were not exceeded.
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