Are “Clean” Days Really Clean? Single Particle Elemental Signatures of PM2.5 Unveil Their Pulmonary Health Risks

  • Mengyuan Wang
  • , Zuoshun Niu
  • , Xiaojing Yang
  • , Miao Xu
  • , Bo Peng
  • , Zhiqiang Shi
  • , Zhiyan Wang
  • , Songda Li
  • , Yunqi Zhang
  • , Hui Zhao
  • , Xinran Ma
  • , Yi Yang*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Ambient PM2.5 mass concentrations inadequately reflect health risks due to compositional heterogeneity. This study utilized single-particle inductively coupled plasma time-of-flight mass spectrometry (spICP-TOF-MS) to characterize high-resolution elemental signatures of metal-containing fine particles (MCFPs) in PM2.5 from an urban area with an intensive anthropogenic influence during different pollution levels in the winter and spring. Al-, Si-, Fe-, Mn-, and Pb-containing FPs accounted for approximately 80% of total MCFPs, with higher number concentrations in spring than in winter, increasing with pollution levels. Unlike Al- and Si-containing FPs, Fe-containing FPs were predominantly multimetal (mm)FPs (48-87%), with higher proportions in winter than spring and increasing with pollution levels. Notably, a larger fraction of mmFPs, particularly Fe-rich FPs, were associated with toxic metals (e.g., Mn and Pb) on clean days than on polluted days. Lung cytotoxic potencies, including oxidative stress and cytotoxicity, were up to 8.1 and 6.3 times greater on clean days than on polluted days. Fe-rich FPs and their associated toxic metals were identified as first-tier factors in regulating cytotoxic potency, playing a more critical role than organic/elemental carbon and dissolved metals. Machine learning-based source apportionment indicated that anthropogenic-sourced MCFPs, especially Fe-rich FPs, contributed more during winter than in spring, with peak contributions on clean days.

Original languageEnglish
Pages (from-to)1299-1310
Number of pages12
JournalEnvironment and Health
Volume3
Issue number11
DOIs
StatePublished - 21 Nov 2025

Keywords

  • metal-containing fine particles
  • PM
  • source apportionment
  • spICP-TOF-MS
  • toxic potency

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