Methylome-wide association study provides evidence of particulate matter air pollution-associated DNA methylation

被引:58
作者
Gondalia, Rahul [1 ]
Baldassari, Antoine [1 ]
Holliday, Katelyn M. [1 ,2 ]
Justice, Anne E. [1 ,3 ]
Mendez-Giraldez, Raul [1 ]
Stewart, James D. [1 ]
Liao, Duanping [4 ]
Yanosky, Jeff D. [4 ]
Brennan, Kasey J. M. [5 ,6 ]
Engel, Stephanie M. [1 ]
Jordahl, Kristina M. [7 ,8 ]
Kennedy, Elizabeth
Ward-Caviness, Cavin K. [9 ]
Wolf, Kathrin [10 ]
Waldenberger, Melanie [11 ]
Cyrys, Josef [10 ,12 ]
Peters, Annette
Bhatti, Parveen
Horvath, Steve [13 ,14 ]
Assimes, Themistocles L. [15 ]
Pankow, James S. [16 ]
Demerath, Ellen W. [16 ]
Guan, Weihua [17 ]
Fornage, Myriam [18 ]
Bressler, Jan [19 ]
North, Kari E. [1 ,20 ]
Conneely, Karen N. [21 ]
Li, Yun [22 ,23 ,24 ]
Hou, Lifang [25 ,26 ]
Baccarelli, Andrea A. [5 ,6 ]
Whitsel, Eric A. [1 ,27 ]
机构
[1] Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Epidemiol, Chapel Hill, NC USA
[2] Duke Univ, Sch Med, Dept Community & Family Med, Durham, NC USA
[3] Geisinger Hlth Syst, Danville, PA USA
[4] Penn State Univ, Coll Med, Dept Publ Hlth Sci, Div Epidemiol, Hershey, PA USA
[5] Columbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, Lab Environm Epigenet, New York, NY USA
[6] Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY USA
[7] Univ Washington, Sch Publ Hlth, Dept Epidemiol, Seattle, WA 98195 USA
[8] Emory Univ, Rollins Sch Publ Hlth, Dept Environm Hlth, Atlanta, GA 30322 USA
[9] Natl Hlth & Environm Effects Res Lab, Environm Publ Hlth Div, 104 Mason Farm Rd, Chapel Hill, NC USA
[10] Helmholtz Zentrum Munchen, Inst Epidemiol, Ingolstaedter Landstr 1, Neuherberg, Germany
[11] Helmholtz Zentrum Munchen, Res Unit Mol Epidemiol, Ingolstaedter Landstr 1, Neuherberg, Germany
[12] Univ Augsburg, Environm Sci Ctr, Augsburg, Germany
[13] Univ Calif Los Angeles, David Geffen Sch Med, Human Genet, Los Angeles, CA 90095 USA
[14] Univ Calif Los Angeles, Sch Publ Hlth, Biostat, Los Angeles, CA USA
[15] Stanford Univ, Sch Med, Dept Med, Stanford, CA 94305 USA
[16] Univ Minnesota, Div Epidemiol & Community Hlth, Minneapolis, MN USA
[17] Univ Minnesota, Div Biostat, Minneapolis, MN USA
[18] Univ Texas Hlth Sci Ctr Houston, Inst Mol Med, Houston, TX 77030 USA
[19] Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Human Genet Ctr, Houston, TX 77030 USA
[20] Univ N Carolina, Carolina Ctr Genome Sci, Chapel Hill, NC USA
[21] Emory Univ, Sch Med, Dept Human Genet, Atlanta, GA USA
[22] Univ N Carolina, Dept Genet, Chapel Hill, NC USA
[23] Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Biostat, Chapel Hill, NC USA
[24] Univ N Carolina, Dept Comp Sci, Chapel Hill, NC USA
[25] Northwestern Univ Chicago, Feinberg Sch Med, Dept Prevent Med, Evanston, IL USA
[26] Northwestern Univ Chicago, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, Ctr Populat Epigenet, Evanston, IL USA
[27] Univ N Carolina, Sch Med, Dept Med, Chapel Hill, NC USA
基金
美国国家卫生研究院;
关键词
Particulate matter; DNA methylation; Epigenetics; Air pollution; Epigenome-wide association study; LONG-TERM EXPOSURE; CARDIOVASCULAR-DISEASE; ATHEROSCLEROSIS RISK; MULTIPLE IMPUTATION; BINDING-PROTEINS; CIGARETTE-SMOKE; LUNG-CANCER; EPIGENOME; DESIGN; GLIBENCLAMIDE;
D O I
10.1016/j.envint.2019.03.071
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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 mu m in diameter (PM2.5; PM10; PM2.5-10). 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 < 1.0 x 10(-7); P-Cochran's (Q) > 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 PM10 was positively associated with DNAm at cg19004594 (chromosome 20; MATN4; P = 3.33 x 10(-8)). One-month mean PM10 and PM2.5-10 were positively associated with DNAm at cg24102420 (chromosome 10; ARPP21; P = 5.84 x 10(-8)) and inversely associated with DNAm at cg12124767 (chromosome 7; CFTR; P = 9.86 x 10(-8)). 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.
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页数:11
相关论文
共 97 条
[1]   Pro-apoptotic miRNA-128-2 modulates ABCA1, ABCG1 and RXRα expression and cholesterol homeostasis [J].
Adlakha, Y. K. ;
Khanna, S. ;
Singh, R. ;
Singh, V. P. ;
Agrawal, A. ;
Saini, N. .
CELL DEATH & DISEASE, 2013, 4 :e780-e780
[2]   Particulate Matter Air Pollution and Cardiovascular Disease An Update to the Scientific Statement From the American Heart Association [J].
Brook, Robert D. ;
Rajagopalan, Sanjay ;
Pope, C. Arden, III ;
Brook, Jeffrey R. ;
Bhatnagar, Aruni ;
Diez-Roux, Ana V. ;
Holguin, Fernando ;
Hong, Yuling ;
Luepker, Russell V. ;
Mittleman, Murray A. ;
Peters, Annette ;
Siscovick, David ;
Smith, Sidney C., Jr. ;
Whitsel, Laurie ;
Kaufman, Joel D. .
CIRCULATION, 2010, 121 (21) :2331-2378
[3]   REGULATION OF ION CHANNELS BY ABC TRANSPORTERS THAT SECRETE ATP [J].
ALAWQATI, Q .
SCIENCE, 1995, 269 (5225) :805-806
[4]   Consequences of kriging and land use regression for PM2.5 predictions in epidemiologic analyses: insights into spatial variability using high-resolution satellite data [J].
Alexeeff, Stacey E. ;
Schwartz, Joel ;
Kloog, Itai ;
Chudnovsky, Alexandra ;
Koutrakis, Petros ;
Coull, Brent A. .
JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 2015, 25 (02) :138-144
[5]  
Anderson G, 1998, CONTROL CLIN TRIALS, V19, P61
[6]  
Anderson G.L., W64 LONG LIFE STUDY
[7]   Implementation of the Women's Health Initiative Study Design [J].
Anderson, GL ;
Manson, J ;
Wallace, R ;
Lund, B ;
Hall, D ;
Davis, S ;
Shumaker, S ;
Wang, CY ;
Stein, E ;
Prentice, RL .
ANNALS OF EPIDEMIOLOGY, 2003, 13 (09) :S5-S17
[8]   "Gap hunting" to characterize clustered probe signals in Illumina methylation array data [J].
Andrews, Shan V. ;
Ladd-Acosta, Christine ;
Feinberg, Andrew P. ;
Hansen, Kasper D. ;
Fallin, M. Daniele .
EPIGENETICS & CHROMATIN, 2016, 9 :1-21
[9]  
Assimes T., BA23 INTEGRATIVE GEN
[10]   Multiple imputation by chained equations: what is it and how does it work? [J].
Azur, Melissa J. ;
Stuart, Elizabeth A. ;
Frangakis, Constantine ;
Leaf, Philip J. .
INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH, 2011, 20 (01) :40-49