Impact of a diet and activity health promotion intervention on regional patterns of DNA methylation

被引:38
作者
Hibler, Elizabeth [1 ]
Huang, Lei [2 ]
Andrade, Jorge [2 ,3 ]
Spring, Bonnie [1 ]
机构
[1] Northwestern Univ, Feinberg Sch Med, Dept Prevent Med, 680 North Lakeshore Dr, Chicago, IL 60611 USA
[2] Univ Chicago, Biol Sci Div, Ctr Res Informat, 900 E 57th St, Chicago, IL 60637 USA
[3] Univ Chicago, Dept Pediat, 900 E 57th St, Chicago, IL 60637 USA
关键词
Lifestyle; Randomized trial; DNA methylation; Diet; Physical activity; SKELETAL-MUSCLE; PHYSICAL-ACTIVITY; WEIGHT-LOSS; ADIPOSE-TISSUE; EXERCISE; STRESS; ARRAY; ADAPTATION; EFFECTOR; BREAST;
D O I
10.1186/s13148-019-0707-0
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Studies demonstrate the impact of diet and physical activity on epigenetic biomarkers, specifically DNA methylation. However, no intervention studies have examined the combined impact of dietary and activity changes on the blood epigenome. The objective of this study was to examine the impact of the Make Better Choices 2 (MBC2) healthy diet and activity intervention on patterns of epigenome-wide DNA methylation. The MBC2 study was a 9-month randomized controlled trial among adults aged 18-65 with non-optimal levels of health behaviors. The study compared three 12-week interventions to (1) simultaneously increase exercise and fruit/vegetable intake, while decreasing sedentary leisure screen time; (2) sequentially increase fruit/vegetable intake and decrease leisure screen time first, then increase exercise; (3) increase sleep and decrease stress (control). We collected blood samples at baseline, 3 and 9 months, and measured DNA methylation using the Illumina EPIC (850 k) BeadChip. We examined region-based differential methylation patterns using linear regression models with the false discovery rate of 0.05. We also conducted pathway analysis using gene ontology (GO), KEGG, and IPA canonical pathway databases. Results We found no differences between the MBC2 population (n = 340) and the subsample with DNA methylation measured (n = 68) on baseline characteristics or the impact of the intervention on behavior change. We identified no differentially methylated regions at baseline between the control versus intervention groups. At 3 versus 9 months, we identified 154 and 298 differentially methylated regions, respectively, between controls compared to pooled samples from sequential and simultaneous groups. In the GO database, we identified two gene ontology terms related to hemophilic cell adhesion and cell-cell adhesion. In IPA analysis, we found pathways related to carcinogenesis including PI3K/AKT, Wnt/beta-catenin, sonic hedgehog, and p53 signaling. We observed an overlap between 3 and 9 months, including the GDP-l-fucose biosynthesis I, methylmalonyl metabolism, and estrogen-mediated cell cycle regulation pathways. Conclusions The results demonstrate that the MBC2 diet and physical activity intervention impacts patterns of DNA methylation in gene regions related to cell cycle regulation and carcinogenesis. Future studies will examine DNA methylation as a biomarker to identify populations that may particularly benefit from incorporating health behavior change into plans for precision prevention.
引用
收藏
页数:12
相关论文
共 73 条
[41]   Identification of polymorphic and off-target probe binding sites on the Illumina Infinium MethylationEPIC BeadChip [J].
McCartney, Daniel L. ;
Walker, Rosie M. ;
Morris, Stewart W. ;
McIntosh, Andrew M. ;
Porteous, David J. ;
Evans, Kathryn L. .
GENOMICS DATA, 2016, 9 :22-24
[42]   DNA methylation signatures in peripheral blood mononuclear cells from a lifestyle intervention for women at midlife: a pilot randomized controlled trial [J].
McEwen, Lisa M. ;
Gatev, Evan G. ;
Jones, Meaghan J. ;
MacIsaac, Julia L. ;
McAllister, Megan M. ;
Goulding, Rebecca E. ;
Madden, Kenneth M. ;
Dawes, Martin G. ;
Kobor, Michael S. ;
Ashe, Maureen C. .
APPLIED PHYSIOLOGY NUTRITION AND METABOLISM, 2018, 43 (03) :233-239
[43]   Changes in correlation between promoter methylation and gene expression in cancer [J].
Moarii, Matahi ;
Boeva, Valentina ;
Vert, Jean-Philippe ;
Reyal, Fabien .
BMC GENOMICS, 2015, 16
[44]  
Morabia A, 2012, PREV MED, V54, P229, DOI [10.1016/j.ypmed.2012.01.019, 10.1016/j.ypmed.2012.09.004]
[45]   The State of US Health, 1990-2010 Burden of Diseases, Injuries, and Risk Factors [J].
Murray, Christopher J. L. ;
Abraham, Jerry ;
Ali, Mohammed K. ;
Alvarado, Miriam ;
Atkinson, Charles ;
Baddour, Larry M. ;
Bartels, David H. ;
Benjamin, Emelia J. ;
Bhalla, Kavi ;
Birbeck, Gretchen ;
Bolliger, Ian ;
Burstein, Roy ;
Carnahan, Emily ;
Chen, Honglei ;
Chou, David ;
Chugh, Sumeet S. ;
Cohen, Aaron ;
Colson, K. Ellicott ;
Cooper, Leslie T. ;
Couser, William ;
Criqui, Michael H. ;
Dabhadkar, Kaustubh C. ;
Dahodwala, Nabila ;
Danaei, Goodarz ;
Dellavalle, Robert P. ;
Des Jarlais, Don C. ;
Dicker, Daniel ;
Ding, Eric L. ;
Dorsey, Ray ;
Duber, Herbert ;
Ebel, Beth E. ;
Engell, Rebecca E. ;
Ezzati, Majid ;
Felson, David T. ;
Finucane, Mariel M. ;
Flaxman, Seth ;
Flaxman, Abraham D. ;
Fleming, Thomas ;
Forouzanfar, Mohammad H. ;
Freedman, Greg ;
Freeman, Michael K. ;
Gabriel, Sherine E. ;
Gakidou, Emmanuela ;
Gillum, Richard F. ;
Gonzalez-Medina, Diego ;
Gosselin, Richard ;
Grant, Bridget ;
Gutierrez, Hialy R. ;
Hagan, Holly ;
Havmoeller, Rasmus .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2013, 310 (06) :591-608
[46]   Exercise Effects on Methylation of ASC Gene [J].
Nakajima, K. ;
Takeoka, M. ;
Mori, M. ;
Hashimoto, S. ;
Sakurai, A. ;
Nose, H. ;
Higuchi, K. ;
Itano, N. ;
Shiohara, M. ;
Oh, T. ;
Taniguchi, S. .
INTERNATIONAL JOURNAL OF SPORTS MEDICINE, 2010, 31 (09) :671-675
[47]   Impact of an Exercise Intervention on DNA Methylation in Skeletal Muscle From First-Degree Relatives of Patients With Type 2 Diabetes [J].
Nitert, Marloes Dekker ;
Dayeh, Tasnim ;
Volkov, Peter ;
Elgzyri, Targ ;
Hall, Elin ;
Nilsson, Emma ;
Yang, Beatrice T. ;
Lang, Stefan ;
Parikh, Hemang ;
Wessman, Ylva ;
Weishaupt, Holger ;
Attema, Joanne ;
Abels, Mia ;
Wierup, Nils ;
Almgren, Peter ;
Jansson, Per-Anders ;
Ronn, Tina ;
Hansson, Ola ;
Eriksson, Karl-Fredrik ;
Groop, Leif ;
Ling, Charlotte .
DIABETES, 2012, 61 (12) :3322-3332
[48]  
Nordlund J, 2019, METHODS MOL BIOL, V1878, P173, DOI 10.1007/978-1-4939-8868-6_10
[49]   Physical Exercise and Epigenetic Modulation: Elucidating Intricate Mechanisms [J].
Pareja-Galeano, Helios ;
Sanchis-Gomar, Fabian ;
Luis Garcia-Gimenez, Jose .
SPORTS MEDICINE, 2014, 44 (04) :429-436
[50]   Design and protocol of a randomized multiple behavior change trial: Make Better Choices 2 (MBC2) [J].
Pellegrini, Christine A. ;
Steglitz, Jeremy ;
Johnston, Winter ;
Warnick, Jennifer ;
Adams, Tiara ;
McFadden, H. G. ;
Siddique, Juned ;
Hedeker, Donald ;
Spring, Bonnie .
CONTEMPORARY CLINICAL TRIALS, 2015, 41 :85-92