Title | Methylome-wide association study provides evidence of particulate matter air pollution-associated DNA methylation. |
Publication Type | Journal Article |
Year of Publication | 2019 |
Authors | Gondalia R, Baldassari A, Holliday KM, Justice AE, Méndez-Giráldez R, Stewart JD, Liao D, Yanosky JD, Brennan KJM, Engel SM, Jordahl KM, Kennedy E, Ward-Caviness CK, Wolf K, Waldenberger M, Cyrys J, Peters A, Bhatti P, Horvath S, Assimes TL, Pankow JS, Demerath EW, Guan W, Fornage M, Bressler J, North KE, Conneely KN, Li Y, Hou L, Baccarelli AA |
Secondary Authors | Whitsel EA |
Journal | Environ Int |
Volume | 132 |
Pagination | 104723 |
Date Published | 2019 11 |
ISSN | 1873-6750 |
Keywords | Adult, Aged, Air Pollutants, Cohort Studies, DNA Methylation, Female, Humans, Linear Models, Male, Middle Aged, Particulate Matter |
Abstract | BACKGROUND: DNA methylation (DNAm) may contribute to processes that underlie associations between air pollution and poor health. Therefore, our objective was to evaluate associations between DNAm and ambient concentrations of particulate matter (PM) ≤2.5, ≤10, and 2.5-10 μm in diameter (PM; PM; PM). METHODS: We conducted a methylome-wide association study among twelve cohort- and race/ethnicity-stratified subpopulations from the Women's Health Initiative and the Atherosclerosis Risk in Communities study (n = 8397; mean age: 61.5 years; 83% female; 45% African American; 9% Hispanic/Latino American). We averaged geocoded address-specific estimates of daily and monthly mean PM concentrations over 2, 7, 28, and 365 days and 1 and 12 months before exams at which we measured leukocyte DNAm in whole blood. We estimated subpopulation-specific, DNAm-PM associations at approximately 485,000 Cytosine-phosphate-Guanine (CpG) sites in multi-level, linear, mixed-effects models. We combined subpopulation- and site-specific estimates in fixed-effects, inverse variance-weighted meta-analyses, then for associations that exceeded methylome-wide significance and were not heterogeneous across subpopulations (P 0.10), we characterized associations using publicly accessible genomic databases and attempted replication in the Cooperative Health Research in the Region of Augsburg (KORA) study. RESULTS: Analyses identified significant DNAm-PM associations at three CpG sites. Twenty-eight-day mean PM was positively associated with DNAm at cg19004594 (chromosome 20; MATN4; P = 3.33 × 10). One-month mean PM and PM were positively associated with DNAm at cg24102420 (chromosome 10; ARPP21; P = 5.84 × 10) and inversely associated with DNAm at cg12124767 (chromosome 7; CFTR; P = 9.86 × 10). The PM-sensitive CpG sites mapped to neurological, pulmonary, endocrine, and cardiovascular disease-related genes, but DNAm at those sites was not associated with gene expression in blood cells and did not replicate in KORA. CONCLUSIONS: Ambient PM concentrations were associated with DNAm at genomic regions potentially related to poor health among racially, ethnically and environmentally diverse populations of U.S. women and men. Further investigation is warranted to uncover mechanisms through which PM-induced epigenomic changes may cause disease. |
DOI | 10.1016/j.envint.2019.03.071 |
Alternate Journal | Environ Int |
PubMed ID | 31208937 |
PubMed Central ID | PMC6754789 |
Grant List | RC2 HL102419 / HL / NHLBI NIH HHS / United States HHSN268201100001I / HL / NHLBI NIH HHS / United States P30 ES010126 / ES / NIEHS NIH HHS / United States R01 ES020836 / ES / NIEHS NIH HHS / United States HHSN268201100004I / HL / NHLBI NIH HHS / United States R01 NS087541 / NS / NINDS NIH HHS / United States HHSN268201100046C / HL / NHLBI NIH HHS / United States R25 CA094880 / CA / NCI NIH HHS / United States HHSN268201100003C / WH / WHI NIH HHS / United States HHSN268201700002C / HL / NHLBI NIH HHS / United States HHSN268201700001I / HL / NHLBI NIH HHS / United States HHSN268201100002C / WH / WHI NIH HHS / United States T32 HL007055 / HL / NHLBI NIH HHS / United States HHSN268201100004C / WH / WHI NIH HHS / United States T32 CA094880 / CA / NCI NIH HHS / United States T32 ES007018 / ES / NIEHS NIH HHS / United States R01 ES017794 / ES / NIEHS NIH HHS / United States HHSN271201100004C / AG / NIA NIH HHS / United States HHSN268201700004I / HL / NHLBI NIH HHS / United States HHSN268201700005C / HL / NHLBI NIH HHS / United States HHSN268201700001C / HL / NHLBI NIH HHS / United States HHSN268201700003C / HL / NHLBI NIH HHS / United States HHSN268201700004C / HL / NHLBI NIH HHS / United States HHSN268201100003I / HL / NHLBI NIH HHS / United States HHSN268201100002I / HL / NHLBI NIH HHS / United States HHSN268201700002I / HL / NHLBI NIH HHS / United States HHSN268201700005I / HL / NHLBI NIH HHS / United States HHSN268201700003I / HL / NHLBI NIH HHS / United States HHSN268201100001C / WH / WHI NIH HHS / United States |