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  • 1
    In: Circulation, Ovid Technologies (Wolters Kluwer Health), Vol. 129, No. suppl_1 ( 2014-03-25)
    Abstract: Introduction: Dietary fatty acids have a role in many physiological mechanisms that influence cardiovascular health. An emerging body of evidence suggests that dietary fats may interact with genetic variants in regulating tissue levels of fatty acids, thus impacting disease risk. Epigenetic changes such as DNA methylation are a promising mechanism underlying such interactions. However, no studies to date have investigated the relationship between DNA methylation and tissue fatty acids at the genome-wide level. Methods: We have performed the first epigenome-wide association study (EWAS) of erythrocyte concentrations of polyunsaturated, monounsaturated, saturated, and trans fatty acids in 958 participants of the Genetics of Diet and Lipid Lowering Drugs Network (GOLDN). We assayed the methylation status of approximately 450,000 CpG sites in CD4+ T-cells. To investigate the associations between methylation of each CpG site and red blood cell fatty acids, we fit linear mixed models adjusted for age, sex, cell purity, and family structure. Results: The strongest association was observed between the methylation status of a CpG site in PDE4D, previously linked to systemic inflammation and stroke, and red blood cell trans fatty acids (P=4x10-7). In the analysis of polyunsaturated fatty acids, we found inverse associations with the methylation status of two CpG sites in BRSK2 (P=9x10-6 and P=1x10-5 respectively), as well as with a CpG site located in a “gene desert” on chromosome 14 proximally to VRK1 (P=5x10-7). BRSK2 encodes a kinase previously shown to control epigenetic programs that determine T-cell function. The top hits for monounsaturated and saturated fatty acids were located in ATL2 (P=1x10-6) and FGD2 (P=1x10-5), respectively. Conclusions: We present preliminary evidence of cross-sectional association between the methylation status of several biologically relevant genomic regions and erythrocyte concentrations of polyunsaturated, trans, monounsaturated, and saturated fatty acids. Upon successful validation, these findings further current understanding of gene-fatty acid interactions in human health and disease.
    Type of Medium: Online Resource
    ISSN: 0009-7322 , 1524-4539
    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2014
    detail.hit.zdb_id: 1466401-X
    detail.hit.zdb_id: 80099-5
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  • 2
    In: Epigenetics, Informa UK Limited, Vol. 8, No. 8 ( 2013-08), p. 802-806
    Type of Medium: Online Resource
    ISSN: 1559-2294 , 1559-2308
    Language: English
    Publisher: Informa UK Limited
    Publication Date: 2013
    detail.hit.zdb_id: 2325691-6
    detail.hit.zdb_id: 2248598-3
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  • 3
    In: Circulation, Ovid Technologies (Wolters Kluwer Health), Vol. 127, No. suppl_12 ( 2013-03-26)
    Abstract: Introduction: Chronic systemic inflammation is a complex trait characterized by moderate to high heritability and important implications for cardiovascular health. Previously identified genetic polymorphisms explain only a modest fraction of variability in circulating inflammatory marker concentrations. Hypothesis: We hypothesized that variation in DNA methylation patterns contributes to the missing heritability of inflammatory traits, and that such associations may in turn be influenced by environmental factors (smoking, alcohol, and obesity) as well as common genetic variants. Methods: Using data from the Genetics of Lipid Lowering Drugs and Diet Network (GOLDN, n= 593), we assayed the methylation status of approximately 450,000 sites across the genome and measured serum concentrations of high-sensitivity C-reactive protein (hsCRP), soluble interleukin-2 receptor alpha (sIL2Ra), interleukin-6 (IL6), tumor necrosis factor alpha (TNFa), and monocyte chemoattractant protein 1 (MCP1). To investigate and validate the associations between DNA methylation patterns and systemic inflammation, we split the GOLDN data set into discovery (n= 451) and replication (n= 142) data sets. During the discovery stage, we modeled continuous methylation scores at each site on inflammatory markers, adjusted for age, sex, study site, and T-cell purity as fixed effects and family structure as a random effect. Results: After correcting for multiple comparisons, the strongest signal was obtained from an intergenic CpG island on chromosome 20 and levels of hsCRP (P=5×10-10) and sILR2a (P=6×10-6). Our findings are consistent with previous linkage studies that have identified a quantitative trait locus for inflammation in an adjacent region of chromosome 20. Moreover, the association with sIL2Ra but not hsCRP was observed in replication analyses (P=0.008). Models adjusting for current smoking status, alcohol consumption, or body mass index did not appreciably change the estimates of association. Finally, we performed a genome-wide analysis to identify quantitative trait loci for methylation of the CpG site on chromosome 20. We found a genome-wide significant (P=3×10×-8) association with rs11223480 on chromosome 11 in OPCML, which encodes a tumor suppressor, and suggestive (P 〈 4×10-6) associations with a cluster of 9 variants located on chromosome 20 in MACROD2, a gene previously reported to be associated with systemic inflammation. Conclusions: We have conducted the first integrated study of epigenetic variation, genotype, and circulating inflammatory marker concentrations. In conclusion, our findings suggest that differential methylation of an intergenic region on chromosome 20, likely in conjunction with the underlying genotype, is associated with systemic inflammation and merits further evaluation as a cardiovascular risk factor.
    Type of Medium: Online Resource
    ISSN: 0009-7322 , 1524-4539
    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2013
    detail.hit.zdb_id: 1466401-X
    detail.hit.zdb_id: 80099-5
    Location Call Number Limitation Availability
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