Differential DNA methylation and PM2.5 species in a 450K epigenome-wide association study

Lingzhen Dai*, Amar Mehta, Irina Mordukhovich, Allan C. Just, Jincheng Shen, Lifang Hou, Petros Koutrakis, David Sparrow, Pantel S. Vokonas, Andrea A. Baccarelli, Joel D. Schwartz

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

41 Scopus citations


Although there is growing evidence that exposure to ambient particulate matter is associated with global DNA methylation and gene-specific methylation, little is known regarding epigenome-wide changes in DNA methylation in relation to particles and, especially, particle components. Using the Illumina Infinium HumanMethylation450 BeadChip, we examined the relationship between one-year moving averages of PM2.5 species (Al, Ca, Cu, Fe, K, Na, Ni, S, Si, V, and Zn) and DNA methylation at 484,613 CpG probes in a longitudinal cohort that included 646 subjects. Bonferroni correction was applied to adjust for multiple comparisons. Bioinformatics analysis of the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment was also performed. We observed 20 Bonferroni significant (P-value < 9.4× 10−9) CpGs for Fe, 8 for Ni, and 1 for V. Particularly, methylation at Schlafen Family Member 11 (SLFN11) cg10911913 was positively associated with measured levels of all 3 species. The SLFN11 gene codes for an interferon-induced protein that inhibits retroviruses and sensitizes cancer cells to DNA-damaging agents. Bioinformatics analysis suggests that gene targets may be relevant to pathways including cancers, signal transduction, and cell growth and death. Ours is the first study to examine the epigenome-wide association between ambient particles species and DNA methylation. We found that long-term exposures to specific components of ambient particle pollution, especially particles emitted during oil combustion, were associated with methylation changes in genes relevant to immune responses. Our findings provide insight into potential biologic mechanisms on an epigenetic level.

Original languageEnglish (US)
Pages (from-to)139-148
Number of pages10
Issue number2
StatePublished - Feb 1 2017


  • Ambient particulate matter
  • DNA methylation
  • epigenome-wide association study
  • metals
  • pathway enrichment

ASJC Scopus subject areas

  • Molecular Biology
  • Cancer Research


Dive into the research topics of 'Differential DNA methylation and PM2.5 species in a 450K epigenome-wide association study'. Together they form a unique fingerprint.

Cite this