Traffic-derived particulate matter exposure and histone H3 modification: A repeated measures study

Yinan Zheng, Marco Sanchez-Guerra, Zhou Zhang, Brian T. Joyce, Jia Zhong, Jacob K. Kresovich, Lei Liu, Wei Zhang, Tao Gao, Dou Chang, Citlalli Osorio-Yanez, Juan Jose Carmona, Sheng Wang, John P. McCracken, Xiao Zhang, Yana Chervona, Anaite Díaz, Pier A. Bertazzi, Petros Koutrakis, Choong Min KangJoel Schwartz, Andrea A. Baccarelli, Lifang Hou*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

49 Scopus citations


Background Airborne particulate matter (PM) may induce epigenetic changes that potentially lead to chronic diseases. Histone modifications regulate gene expression by influencing chromatin structure that can change gene expression status. We evaluated whether traffic-derived PM exposure is associated with four types of environmentally inducible global histone H3 modifications. Methods The Beijing Truck Driver Air Pollution Study included 60 truck drivers and 60 office workers examined twice, 1–2 weeks apart, for ambient PM10 (both day-of and 14-day average exposures), personal PM2.5, black carbon (BC), and elemental components (potassium, sulfur, iron, silicon, aluminum, zinc, calcium, and titanium). For both PM10 measures, we obtained hourly ambient PM10 data for the study period from the Beijing Municipal Environmental Bureau's 27 representatively distributed monitoring stations. We then calculated a 24 h average for each examination day and a moving average of ambient PM10 measured in the 14 days prior to each examination. Examinations measured global levels of H3 lysine 9 acetylation (H3K9ac), H3 lysine 9 tri-methylation (H3K9me3), H3 lysine 27 tri-methylation (H3K27me3), and H3 lysine 36 tri-methylation (H3K36me3) in blood leukocytes collected after work. We used adjusted linear mixed-effect models to examine percent changes in histone modifications per each μg/m3 increase in PM exposure. Results In all participants each μg/m3 increase in 14-day average ambient PM10 exposure was associated with lower H3K27me3 (β=−1.1%, 95% CI: −1.6, −0.6) and H3K36me3 levels (β=−0.8%, 95% CI: −1.4, −0.1). Occupation-stratified analyses showed associations between BC and both H3K9ac and H3K36me3 that were stronger in office workers (β=4.6%, 95% CI: 0.9, 8.4; and β=4.1%, 95% CI: 1.3; 7.0 respectively) than in truck drivers (β=0.1%, 95% CI: −1.3, 1.5; and β=0.9%, 95% CI: −0.9, 2.7, respectively; both pinteraction <0.05). Sex-stratified analyses showed associations between examination-day PM10 and H3K9ac, and between BC and H3K9me3, were stronger in women (β=10.7%, 95% CI: 5.4, 16.2; and β=7.5%, 95% CI: 1.2, 14.2, respectively) than in men (β=1.4%, 95% CI: −0.9, 3.7; and β=0.9%, 95% CI: −0.9, 2.7, respectively; both pinteraction <0.05). We observed no associations between personal PM2.5 or elemental components and histone modifications. Conclusions Our results suggest a possible role of global histone H3 modifications in effects of traffic-derived PM exposures, particularly BC exposure. Future studies should assess the roles of these modifications in human diseases and as potential mediators of air pollution-induced disease, in particular BC exposure.

Original languageEnglish (US)
Pages (from-to)112-119
Number of pages8
JournalEnvironmental Research
StatePublished - Feb 1 2017


  • Acetylation
  • Epigenetics
  • Histone H3
  • Methylation
  • Particulate matter

ASJC Scopus subject areas

  • General Environmental Science
  • Biochemistry


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