Epigenome-wide association study of dietary fatty acid intake

被引:0
作者
de Luna, Julia Lange [1 ,2 ,5 ]
Nounu, Aayah [1 ,2 ]
Neumeyer, Sonja [1 ,2 ]
Sinke, Lucy [3 ]
Wilson, Rory [1 ,2 ]
Hellbach, Fabian [4 ,5 ]
Matias-Garcia, Pamela R. [1 ,2 ]
Delerue, Thomas [1 ,2 ]
Winkelmann, Juliane [6 ,7 ,8 ]
Peters, Annette [2 ,5 ]
Thorand, Barbara [2 ,5 ]
Beekman, Marian [3 ]
Heijmans, Bastiaan T. [3 ]
Slagboom, Eline [3 ]
Gieger, Christian [1 ,2 ]
Linseisen, Jakob [4 ,5 ]
Waldenberger, Melanie [1 ,2 ]
机构
[1] Inst Epidemiol, German Res Ctr Environm Hlth, Helmholtz Zentrum Munich, Res Unit Mol Epidemiol, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
[2] Inst Epidemiol, German Res Ctr Environm Hlth, Helmholtz Zentrum Munich, D-85764 Neuherberg, Germany
[3] Leiden Univ, Dept Biomed Data Sci, Mol Epidemiol, Med Ctr, NL-2333 ZC Leiden, Netherlands
[4] Univ Augsburg, Univ Hosp Augsburg, Fac Med, Epidemiol, D-86156 Augsburg, Germany
[5] Ludwig Maximilians Univ Munchen, Inst Med Informat Proc Biometry & Epidemiol IBE, Munich, Germany
[6] Inst Neurogenom, German Res Ctr Environm Hlth, Helmholtz Zentrum Munich, D-85764 Neuherberg, Germany
[7] Tech Univ Munich, Chair Neurogenet, Klinikum Rechts Isar, Munich, Germany
[8] Tech Univ Munich, Inst Human Genet, Klinikum Rechts Isar, Munich, Germany
关键词
DNA methylation; EWAS; PUFA n-3; PUFA n-6; Fatty acids; Docosapentaenoic acid; Stearidonic acid; Eicosapentaenoic acid; Eicosadienoic acid; DNA METHYLATION; RISK;
D O I
10.1186/s13148-024-01643-9
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Dietary intake of n-3 polyunsaturated fatty acids (PUFA) may have a protective effect on the development of cardiovascular diseases, diabetes, depression and cancer, while a high intake of n-6 PUFA was often reported to be associated with inflammation-related traits. The effect of PUFAs on health outcomes might be mediated by DNA methylation (DNAm). The aim of our study is to identify the impact of PUFA intake on DNAm in the Cooperative Health Research in the Region of Augsburg (KORA) FF4 cohort and the Leiden Longevity Study (LLS). Results DNA methylation levels were measured in whole blood from the population-based KORA FF4 study (N = 1354) and LLS (N = 448), using the Illumina MethylationEPIC BeadChip and Illumina HumanMethylation450 array, respectively. We assessed associations between DNAm and intake of eight and four PUFAs in KORA and LLS, respectively. Where possible, results were meta-analyzed. Below the Bonferroni correction threshold (p < 7.17 x 10(-8)), we identified two differentially methylated positions (DMPs) associated with PUFA intake in the KORA study. The DMP cg19937480, annotated to gene PRDX1, was positively associated with docosahexaenoic acid (DHA) in model 1 (beta: 2.00 x 10(-5), 95%CI: 1.28 x 10(-5)-2.73 x 10(-5), P value: 6.98 x 10(-8)), while cg05041783, annotated to gene MARK2, was positively associated with docosapentaenoic acid (DPA) in our fully adjusted model (beta: 9.80 x 10(-5), 95%CI: 6.25 x 10(-5)-1.33 x 10(-4), P value: 6.75 x 10(-8)). In the meta-analysis, we identified the CpG site (cg15951061), annotated to gene CDCA7L below Bonferroni correction (1.23 x 10(-7)) associated with eicosapentaenoic acid (EPA) intake in model 1 (beta: 2.00 x 10(-5), 95% CI: 1.27 x 10(-5)-2.73 x 10(-5), P value = 5.99 x 10(-8)) and we confirmed the association of cg19937480 with DHA in both models 1 and 2 (beta: 2.07 x 10(-5), 95% CI: 1.31 x 10(-5)-2.83 x 10(-5), P value = 1.00 x 10(-7) and beta: 2.19 x 10(-5), 95% CI: 1.41 x 10(-5)-2.97 x 10(-5), P value = 5.91 x 10(-8) respectively). Conclusions Our study identified three CpG sites associated with PUFA intake. The mechanisms of these sites remain largely unexplored, highlighting the novelty of our findings. Further research is essential to understand the links between CpG site methylation and PUFA outcomes.
引用
收藏
页数:11
相关论文
共 47 条
[11]  
Flanagan JM, 2015, METHODS MOL BIOL, V1238, P51, DOI 10.1007/978-1-4939-1804-1_3
[12]   Protective Effects of Omega-3 Fatty Acids in Cancer-Related Complications [J].
Freitas, Raquel D. S. ;
Campos, Maria M. .
NUTRIENTS, 2019, 11 (05)
[13]   Fatty acids, epigenetic mechanisms and chronic diseases: a systematic review [J].
Gonzalez-Becerra, K. ;
Ramos-Lopez, O. ;
Barron-Cabrera, E. ;
Riezu-Boj, J. I. ;
Milagro, F. I. ;
Martinez-Lopez, E. ;
Martinez, J. A. .
LIPIDS IN HEALTH AND DISEASE, 2019, 18 (01)
[14]  
Government of Canada, 2018, Canadian Nutrient File (CNF)
[15]   Methylome-wide Analysis of Chronic HIV Infection Reveals Five-Year Increase in Biological Age and Epigenetic Targeting of HLA [J].
Gross, Andrew M. ;
Jaeger, Philipp A. ;
Kreisberg, Jason F. ;
Licon, Katherine ;
Jepsen, Kristen L. ;
Khosroheidari, Mahdieh ;
Morsey, Brenda M. ;
Swindells, Susan ;
Shen, Hui ;
Ng, Cherie T. ;
Flagg, Ken ;
Chen, Daniel ;
Zhang, Kang ;
Fox, Howard S. ;
Ideker, Trey .
MOLECULAR CELL, 2016, 62 (02) :157-168
[16]   Elevated MARK2-Dependent Phosphorylation of Tau in Alzheimer's Disease [J].
Gu, Gucci Jijuan ;
Wu, Di ;
Lund, Harald ;
Sunnemark, Dan ;
Kvist, Alexander J. ;
Milner, Roy ;
Eckersley, Sonia ;
Nilsson, Lars N. G. ;
Agerman, Karin ;
Landegren, Ulf ;
Kamali-Moghaddam, Masood .
JOURNAL OF ALZHEIMERS DISEASE, 2013, 33 (03) :699-713
[17]   TNF-alpha promoter methylation in peripheral white blood cells: Relationship with circulating TNFoc, truncal fat and n-6 PUFA intake in young women [J].
Hermsdorff, H. H. ;
Mansego, M. L. ;
Campion, J. ;
Milagro, F. I. ;
Zulet, M. A. ;
Martinez, J. A. .
CYTOKINE, 2013, 64 (01) :265-271
[18]   Feasibility of innovative dietary assessment in epidemiological studies using the approach of combining different assessment instruments [J].
Illner, Anne-Kathrin ;
Harttig, Ulrich ;
Tognon, Gianluca ;
Palli, Domenico ;
Salvini, Simonetta ;
Bower, Eugenia ;
Amiano, Pilar ;
Kassik, Taie ;
Metspalu, Andres ;
Engeset, Dagrun ;
Lund, Eiliv ;
Ward, Heather ;
Slimani, Nadia ;
Bergmann, Manuela ;
Wagner, Karen ;
Boeing, Heiner .
PUBLIC HEALTH NUTRITION, 2011, 14 (06) :1055-1063
[19]   CpG and Non-CpG Methylation in Epigenetic Gene Regulation and Brain Function [J].
Jang, Hyun Sik ;
Shin, Woo Jung ;
Lee, Jeong Eon ;
Do, Jeong Tae .
GENES, 2017, 8 (06) :2-20
[20]   Regulation of Glucose Homeostasis by KSR1 and MARK2 [J].
Klutho, Paula J. ;
Costanzo-Garvey, Diane L. ;
Lewis, Robert E. .
PLOS ONE, 2011, 6 (12)