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Wicklow BA, Sellers EAC. Maternal health issues and cardio-metabolic outcomes in the offspring: a focus on Indigenous populations. Best Pract Res Clin Obstet Gynaecol 2014; 29:43-53. [PMID: 25238683 DOI: 10.1016/j.bpobgyn.2014.04.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 04/13/2014] [Indexed: 01/28/2023]
Abstract
Non-communicable diseases (NCDs) including diabetes, obesity and cardiovascular disease are the leading causes of death worldwide. Indigenous populations are disproportionally affected. In an effort to halt the increasing disease burden, the mechanisms underlying the increasing rate of NCDs are an important area of study. Recent evidence has focused on the perinatal period as an influential period impacting the future cardio-metabolic health of the offspring. This concept has been defined as metabolic foetal programming and supports the importance of the developmental origins of health and disease in research and clinical practice, specifically in prevention efforts to protect future generations from NCDs. An understanding of the underlying mechanisms involved is not clear as of yet. However, an understanding of these mechanisms is imperative in order to plan effective intervention strategies. As much of the discussion below is gleaned from large epidemiological studies and animal studies, further research with prospective cohorts is necessary.
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Affiliation(s)
- Brandy A Wicklow
- Department of Paediatric and Child Health, University of Manitoba, FE- 307 685 William Avenue, Winnipeg, Manitoba R3E 0Z2, Canada.
| | - Elizabeth A C Sellers
- Department of Paediatric and Child Health, University of Manitoba, FE- 307 685 William Avenue, Winnipeg, Manitoba R3E 0Z2, Canada.
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152
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Clarke-Harris R, Wilkin TJ, Hosking J, Pinkney J, Jeffery AN, Metcalf BS, Godfrey KM, Voss LD, Lillycrop KA, Burdge GC. PGC1α promoter methylation in blood at 5-7 years predicts adiposity from 9 to 14 years (EarlyBird 50). Diabetes 2014; 63:2528-37. [PMID: 24622795 DOI: 10.2337/db13-0671] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The early environment, acting via epigenetic processes, is associated with differential risk of cardiometabolic disease (CMD), which can be predicted by epigenetic marks in proxy tissues. However, such measurements at time points disparate from the health outcome or the environmental exposure may be confounded by intervening stochastic and environmental variation. To address this, we analyzed DNA methylation in the peroxisome proliferator-activated receptor γ coactivator 1α promoter in blood from 40 children (20 boys) collected annually between 5 and 14 years of age by pyrosequencing. Body composition was measured annually by dual X-ray absorptiometry, physical activity by accelerometry, and pubertal timing by age at peak high velocity. The effect of methylation on transcription factor binding was investigated by electrophoretic mobility shift assays. Seven cytosine guanine dinucleotide (CpG) loci were identified that showed no significant temporal change or association with leukocyte populations. Modeling using generalized estimating equations showed that methylation of four loci predicted adiposity up to 14 years independent of sex, age, pubertal timing, and activity. Methylation of one predictive locus modified binding of the proadipogenic pre-B-cell leukemia homeobox-1/homeobox 9 complex. These findings suggest that temporally stable CpG loci measured in childhood may have utility in predicting CMD risk.
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Affiliation(s)
- Rebecca Clarke-Harris
- Academic Unit of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, U.K.National Institute for Health Research Southampton Biomedical Research Centre, University of Southampton, and University Hospital Southampton National Health Service Foundation Trust, Southampton, U.K
| | | | - Joanne Hosking
- Plymouth University Peninsula Schools of Medicine and Dentistry, Plymouth, U.K
| | - Jonathan Pinkney
- Plymouth University Peninsula Schools of Medicine and Dentistry, Plymouth, U.K
| | - Alison N Jeffery
- Plymouth University Peninsula Schools of Medicine and Dentistry, Plymouth, U.K
| | | | - Keith M Godfrey
- National Institute for Health Research Southampton Biomedical Research Centre, University of Southampton, and University Hospital Southampton National Health Service Foundation Trust, Southampton, U.K.Medical Research Council Lifecourse Epidemiology Unit, University of Southampton, Southampton, U.K
| | - Linda D Voss
- Plymouth University Peninsula Schools of Medicine and Dentistry, Plymouth, U.K
| | - Karen A Lillycrop
- Faculty of Natural and Environmental Sciences, University of Southampton, Southampton, U.K.
| | - Graham C Burdge
- Academic Unit of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, U.K
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153
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Wing MR, Ramezani A, Gill HS, Devaney JM, Raj DS. Epigenetics of progression of chronic kidney disease: fact or fantasy? Semin Nephrol 2014; 33:363-74. [PMID: 24011578 DOI: 10.1016/j.semnephrol.2013.05.008] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Epigenetic modifications are important in the normal functioning of the cell, from regulating dynamic expression of essential genes and associated proteins to repressing those that are unneeded. Epigenetic changes are essential for development and functioning of the kidney, and aberrant methylation, histone modifications, and expression of microRNA could lead to chronic kidney disease (CKD). Here, epigenetic modifications modulate transforming growth factor β signaling, inflammation, profibrotic genes, and the epithelial-to-mesenchymal transition, promoting renal fibrosis and progression of CKD. Identification of these epigenetic changes is important because they are potentially reversible and may serve as therapeutic targets in the future to prevent subsequent renal fibrosis and CKD. In this review we discuss the different types of epigenetic control, methods to study epigenetic modifications, and how epigenetics promotes progression of CKD.
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Affiliation(s)
- Maria R Wing
- Division of Renal Disease and Hypertension, The George Washington University, Washington, DC
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154
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Irvin MR, Zhi D, Joehanes R, Mendelson M, Aslibekyan S, Claas SA, Thibeault KS, Patel N, Day K, Jones LW, Liang L, Chen BH, Yao C, Tiwari HK, Ordovas JM, Levy D, Absher D, Arnett DK. Epigenome-wide association study of fasting blood lipids in the Genetics of Lipid-lowering Drugs and Diet Network study. Circulation 2014; 130:565-72. [PMID: 24920721 DOI: 10.1161/circulationaha.114.009158] [Citation(s) in RCA: 168] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Genetic research regarding blood lipids has largely focused on DNA sequence variation; few studies have explored epigenetic effects. Genome-wide surveys of DNA methylation may uncover epigenetic factors influencing lipid metabolism. METHODS AND RESULTS To identify whether differential methylation of cytosine-(phosphate)-guanine dinucleotides (CpGs) correlated with lipid phenotypes, we isolated DNA from CD4+ T cells and quantified the proportion of sample methylation at >450 000 CpGs by using the Illumina Infinium HumanMethylation450 Beadchip in 991 participants of the Genetics of Lipid Lowering Drugs and Diet Network. We modeled the percentage of methylation at individual CpGs as a function of fasting very-low-density lipoprotein cholesterol and triglycerides (TGs) by using mixed linear regression adjusted for age, sex, study site, cell purity, and family structure. Four CpGs (cg00574958, cg17058475, cg01082498, and cg09737197) in intron 1 of carnitine palmitoyltransferase 1A (CPT1A) were strongly associated with very-low low-density lipoprotein cholesterol (P=1.8×10(-21) to 1.6×10(-8)) and TG (P=1.6×10(-26) to 1.5×10(-9)). Array findings were validated by bisulfite sequencing. We performed quantitative polymerase chain reaction experiments demonstrating that methylation of the top CpG (cg00574958) was correlated with CPT1A expression. The association of cg00574958 with TG and CPT1A expression were replicated in the Framingham Heart Study (P=4.1×10(-14) and 3.1×10(-13), respectively). DNA methylation at CPT1A cg00574958 explained 11.6% and 5.5% of the variation in TG in the discovery and replication cohorts, respectively. CONCLUSIONS This genome-wide epigenomic study identified CPT1A methylation as strongly and robustly associated with fasting very-low low-density lipoprotein cholesterol and TG. Identifying novel epigenetic contributions to lipid traits may inform future efforts to identify new treatment targets and biomarkers of disease risk.
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Affiliation(s)
- Marguerite R Irvin
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.).
| | - Degui Zhi
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Roby Joehanes
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Michael Mendelson
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Stella Aslibekyan
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Steven A Claas
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Krista S Thibeault
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Nikita Patel
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Kenneth Day
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Lindsay Waite Jones
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Liming Liang
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Brian H Chen
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Chen Yao
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Hemant K Tiwari
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Jose M Ordovas
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Daniel Levy
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Devin Absher
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
| | - Donna K Arnett
- From the Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (M.R.I., S.A., S.A.C., D.K.A.); Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL (D.Z., H.K.T.); Population Sciences Branch National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Framingham Heart Study, Framingham, MA (R.J., M.M., L.L., B.H.C., C.Y., D.L.); Department of Cardiology, Boston Children's Hospital, Boston, MA (M.M.); Hudson Alpha Institute for Biotechnology, Huntsville, AL (K.S.T, N.P., K.D., L.W.J., D.A.); Departments of Epidemiology and Biostatistics, School of Public Health, Harvard University, Boston, MA (L.L.); and Nutrition and Genomics Laboratory, Jean Mayer-USDA-Human Nutrition Research Center on Aging at Tufts University, Boston, MA (J.M.O.)
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155
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Shojaei Saadi HA, O'Doherty AM, Gagné D, Fournier É, Grant JR, Sirard MA, Robert C. An integrated platform for bovine DNA methylome analysis suitable for small samples. BMC Genomics 2014; 15:451. [PMID: 24912542 PMCID: PMC4092217 DOI: 10.1186/1471-2164-15-451] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 05/28/2014] [Indexed: 01/16/2023] Open
Abstract
Background Oocytes and early embryos contain minute amounts of DNA, RNA and proteins, making the study of early mammalian development highly challenging. The study of the embryo epigenome, in particular the DNA methylome, has been made accessible thanks to the possibility of amplifying specific sequences according to their initial methylation status. This paper describes a novel platform dedicated to the genome-wide study of bovine DNA methylation, including a complete pipeline for data analysis and visualization. The platform allows processing and integrating of DNA methylome and transcriptome data from the same sample. Procedures were optimized for genome-wide analysis of 10 ng of DNA (10 bovine blastocysts). Bovine sperm and blastocysts were compared as a test of platform capability. Results The hypermethylation of bovine sperm DNA compared to the embryo genome was confirmed. Differentially methylated regions were distributed across various classes of bovine sperm genomic feature including primarily promoter, intronic and exonic regions, non-CpG-island regions (shore, shelf and open-sea) and CpG islands with low-to-intermediate CpG density. The blastocyst genome bore more methylation marks than sperm DNA only in CpG islands with high CpG density. Long-terminal-repeat retrotransposons (LTR), LINE and SINE were more methylated in sperm DNA, as were low-complexity repetitive elements in blastocysts. Conclusions This is the first early embryo compatible genome-wide epigenetics platform for bovine. Such platforms should improve the study of the potential epigenetic risks of assisted reproductive technologies (ART), the establishment sequence of embryonic cell lines and potential deviations in both gene expression and DNA methylation capable of having long-term impact. Electronic supplementary material The online version of this article (doi:10.1186/1471-2164-15-451) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | - Claude Robert
- Laboratory of Functional Genomics of Early Embryonic Development, Institut des nutraceutiques et des aliments fonctionnels, Faculté des sciences de l'agriculture et de l'alimentation, Pavillon des services, Université Laval, Québec G1V 0A6, Canada.
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156
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Na YK, Hong HS, Lee DH, Lee WK, Kim DS. Effect of body mass index on global DNA methylation in healthy Korean women. Mol Cells 2014; 37:467-72. [PMID: 24938226 PMCID: PMC4086340 DOI: 10.14348/molcells.2014.0073] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Revised: 05/21/2014] [Accepted: 05/26/2014] [Indexed: 12/19/2022] Open
Abstract
Obesity is known to be strongly associated with cardiovascular disease and cancer, the leading causes of mortality worldwide, and develops owing to interactions between genes and the environment. DNA methylation can act as a downstream effector of environmental signals, and analysis of this process therefore holds substantial promise for identifying mechanisms through which genetic and environmental factors jointly contribute to disease risk. Global DNA methylation of peripheral blood cells has recently been proposed as a potential biomarker for disease risk. Repetitive element DNA methylation has been shown to be associated with prominent obesity-related chronic diseases, but little is known about its relationship with weight status. In this study, we quantified the methylation of Alu elements in the peripheral blood DNA of 244 healthy women with a range of body mass indexes (BMIs) using pyrosequencing technology. Among the study participants, certain clinical laboratory parameters, including hemoglobin, serum glutamic oxaloacetic transaminase, serum glutamic-pyruvic transaminase, total cholesterol, and triglyceride levels were found to be strongly associated with BMI. Moreover, a U-shaped association between BMI and Alu methylation was observed, with the lowest methylation levels occurring at BMIs of between 23 and 30 kg/m(2). However, there was no significant association between Alu methylation and age, smoking status, or alcohol consumption. Overall, we identified a differential influence of BMI on global DNA methylation in healthy Korean women, indicating that BMI-related changes in Alu methylation might play a complex role in the etiology and pathogenesis of obesity. Further studies are required to elucidate the mechanisms underlying this relationship.
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Affiliation(s)
| | | | | | | | - Dong Sun Kim
- Department of Anatomy and Brain Korea 21 Plus KNU Biomedical Convergence Program
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157
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van Dongen J, Ehli EA, Slieker RC, Bartels M, Weber ZM, Davies GE, Slagboom PE, Heijmans BT, Boomsma DI. Epigenetic variation in monozygotic twins: a genome-wide analysis of DNA methylation in buccal cells. Genes (Basel) 2014; 5:347-65. [PMID: 24802513 PMCID: PMC4094937 DOI: 10.3390/genes5020347] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Revised: 03/31/2014] [Accepted: 04/16/2014] [Indexed: 12/19/2022] Open
Abstract
DNA methylation is one of the most extensively studied epigenetic marks in humans. Yet, it is largely unknown what causes variation in DNA methylation between individuals. The comparison of DNA methylation profiles of monozygotic (MZ) twins offers a unique experimental design to examine the extent to which such variation is related to individual-specific environmental influences and stochastic events or to familial factors (DNA sequence and shared environment). We measured genome-wide DNA methylation in buccal samples from ten MZ pairs (age 8–19) using the Illumina 450k array and examined twin correlations for methylation level at 420,921 CpGs after QC. After selecting CpGs showing the most variation in the methylation level between subjects, the mean genome-wide correlation (rho) was 0.54. The correlation was higher, on average, for CpGs within CpG islands (CGIs), compared to CGI shores, shelves and non-CGI regions, particularly at hypomethylated CpGs. This finding suggests that individual-specific environmental and stochastic influences account for more variation in DNA methylation in CpG-poor regions. Our findings also indicate that it is worthwhile to examine heritable and shared environmental influences on buccal DNA methylation in larger studies that also include dizygotic twins.
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Affiliation(s)
- Jenny van Dongen
- Department of Biological Psychology, VU University Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
| | - Erik A Ehli
- Avera Institute for Human Genetics, 3720 W. 69th Street, Sioux Falls, SD 57108, USA.
| | - Roderick C Slieker
- Department of Molecular Epidemiology, Leiden University Medical Center, P.O. Box 9600, 2300 RC Leiden, The Netherlands.
| | - Meike Bartels
- Department of Biological Psychology, VU University Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
| | - Zachary M Weber
- Avera Institute for Human Genetics, 3720 W. 69th Street, Sioux Falls, SD 57108, USA.
| | - Gareth E Davies
- Avera Institute for Human Genetics, 3720 W. 69th Street, Sioux Falls, SD 57108, USA.
| | - P Eline Slagboom
- Department of Molecular Epidemiology, Leiden University Medical Center, P.O. Box 9600, 2300 RC Leiden, The Netherlands.
| | - Bastiaan T Heijmans
- Department of Molecular Epidemiology, Leiden University Medical Center, P.O. Box 9600, 2300 RC Leiden, The Netherlands.
| | - Dorret I Boomsma
- Department of Biological Psychology, VU University Amsterdam, Van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
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158
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Jiang X, West AA, Caudill MA. Maternal choline supplementation: a nutritional approach for improving offspring health? Trends Endocrinol Metab 2014; 25:263-73. [PMID: 24680198 DOI: 10.1016/j.tem.2014.02.001] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2013] [Revised: 01/28/2014] [Accepted: 02/05/2014] [Indexed: 12/15/2022]
Abstract
The modulatory role of choline on the fetal epigenome and the impact of in utero choline supply on fetal programming and health are of great interest. Studies in animals and/or humans suggest that maternal choline supplementation during pregnancy benefits important physiologic systems such as offspring cognitive function, response to stress, and cerebral inhibition. Because alterations in offspring phenotype frequently coincide with epigenetic modifications and changes in gene expression, maternal choline supplementation may be a nutritional strategy to improve lifelong health of the child. Future studies are warranted to elucidate further the effect of choline on the fetal epigenome and to determine the level of maternal choline intake required for optimal offspring physiologic function.
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Affiliation(s)
- Xinyin Jiang
- Department of Health and Nutrition Sciences, Brooklyn College, Brooklyn, NY 11210, USA
| | - Allyson A West
- Division of Nutritional Sciences, Cornell University, Ithaca 14853, NY, USA
| | - Marie A Caudill
- Division of Nutritional Sciences, Cornell University, Ithaca 14853, NY, USA.
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159
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Wu HC, Wang Q, Chung WK, Andrulis IL, Daly MB, John EM, Keegan THM, Knight J, Bradbury AR, Kappil MA, Gurvich I, Santella RM, Terry MB. Correlation of DNA methylation levels in blood and saliva DNA in young girls of the LEGACY Girls study. Epigenetics 2014; 9:929-33. [PMID: 24756002 DOI: 10.4161/epi.28902] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Many epidemiologic studies of environmental exposures and disease susceptibility measure DNA methylation in white blood cells (WBC). Some studies are also starting to use saliva DNA as it is usually more readily available in large epidemiologic studies. However, little is known about the correlation of methylation between WBC and saliva DNA. We examined DNA methylation in three repetitive elements, Sat2, Alu, and LINE-1, and in four CpG sites, including AHRR (cg23576855, cg05575921), cg05951221 at 2q37.1, and cg11924019 at CYP1A1, in 57 girls aged 6-15 years with blood and saliva collected on the same day. We measured all DNA methylation markers by bisulfite-pyrosequencing, except for Sat2 and Alu, which were measured by the MethyLight assay. Methylation levels measured in saliva DNA were lower than those in WBC DNA, with differences ranging from 2.8% for Alu to 14.1% for cg05575921. Methylation levels for the three repetitive elements measured in saliva DNA were all positively correlated with those in WBC DNA. However, there was a wide range in the Spearman correlations, with the smallest correlation found for Alu (0.24) and the strongest correlation found for LINE-1 (0.73). Spearman correlations for cg05575921, cg05951221, and cg11924019 were 0.33, 0.42, and 0.79, respectively. If these findings are replicated in larger studies, they suggest that, for selected methylation markers (e.g., LINE-1), methylation levels may be highly correlated between blood and saliva, while for others methylation markers, the levels may be more tissue specific. Thus, in studies that differ by DNA source, each interrogated site should be separately examined in order to evaluate the correlation in DNA methylation levels across DNA sources.
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Affiliation(s)
- Hui-Chen Wu
- Department of Epidemiology; Mailman School of Public Health of Columbia University; New York, NY USA; Department of Environmental Health Sciences; Mailman School of Public Health of Columbia University; New York, NY USA
| | - Qiao Wang
- Department of Environmental Health Sciences; Mailman School of Public Health of Columbia University; New York, NY USA
| | - Wendy K Chung
- Departments of Pediatrics and Medicine; Columbia University Medical Center; New York, NY USA
| | - Irene L Andrulis
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital; Toronto, ON Canada; Departments of Molecular Genetics and Laboratory Medicine and Pathobiology; University of Toronto; Toronto, ON Canada
| | - Mary B Daly
- Department of Clinical Genetics; Fox Chase Cancer Center; Fremont, CA USA
| | - Esther M John
- Cancer Prevention Institute of California; Fremont, CA USA; Division of Epidemiology; Department of Health Research & Policy; Stanford Cancer Institute, Stanford University School of Medicine; Stanford, CA USA
| | - Theresa H M Keegan
- Cancer Prevention Institute of California; Fremont, CA USA; Division of Epidemiology; Department of Health Research & Policy; Stanford Cancer Institute, Stanford University School of Medicine; Stanford, CA USA
| | - Julia Knight
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital; Toronto, ON Canada; Dalla Lana School of Public Health; University of Toronto, TO Canada
| | - Angela R Bradbury
- Department of Medicine and Hematology/Oncology; Perelman School of Medicine; University of Pennsylvania; Philadelphia, PA USA; Department of Medical Ethics and Health Policy; Perelman School of Medicine; University of Pennsylvania; Philadelphia, PA USA
| | - Maya A Kappil
- Department of Environmental Health Sciences; Mailman School of Public Health of Columbia University; New York, NY USA
| | - Irina Gurvich
- Department of Environmental Health Sciences; Mailman School of Public Health of Columbia University; New York, NY USA
| | - Regina M Santella
- Herbert Irving Comprehensive Cancer Center; Columbia University Medical Center; New York, NY USA; Department of Environmental Health Sciences; Mailman School of Public Health of Columbia University; New York, NY USA
| | - Mary Beth Terry
- Department of Epidemiology; Mailman School of Public Health of Columbia University; New York, NY USA; Herbert Irving Comprehensive Cancer Center; Columbia University Medical Center; New York, NY USA; Imprints Center; Columbia University Medical Center; New York, NY USA
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160
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de Planell-Saguer M, Lovinsky-Desir S, Miller RL. Epigenetic regulation: the interface between prenatal and early-life exposure and asthma susceptibility. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 2014; 55:231-43. [PMID: 24323745 PMCID: PMC4148423 DOI: 10.1002/em.21836] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Revised: 11/18/2013] [Accepted: 11/20/2013] [Indexed: 05/10/2023]
Abstract
Asthma is a complex disease with genetic and environmental influences and emerging evidence suggests that epigenetic regulation is also a major contributor. Here, we focus on the developing paradigm that epigenetic dysregulation in asthma and allergy may start as early as in utero following several environmental exposures. We summarize the pathways important to the allergic immune response that are epigenetically regulated, the key environmental exposures associated with epigenetic changes in asthma genes, and newly identified epigenetic biomarkers that have been linked to clinical asthma. We conclude with a brief discussion about the potential to apply newly developing technologies in epigenetics to the diagnosis and treatment of asthma and allergy. The inherent plasticity of epigenetic regulation following environmental exposures offers opportunities for prevention using environmental remediation, measuring novel biomarkers for early identification of those at risk, and applying advances in pharmaco-epigenetics to tailor medical therapies that maximize efficacy of treatment. 'Precision Medicine' in asthma and allergy is arriving. As the field advances this may involve an individually tailored approach to the prevention, early detection, and treatment of disease based on the knowledge of an individual's epigenetic profile.
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Affiliation(s)
- Mariangels de Planell-Saguer
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, New York
| | - Stephanie Lovinsky-Desir
- Division of Pediatric Pulmonary, Department of Pediatrics, Columbia University College of Physicians and Surgeons, New York, New York
| | - Rachel L. Miller
- Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, New York
- Division of Pediatric Allergy and Immunology, Department of Pediatrics, Columbia University, College of Physicians and Surgeons, New York, New York
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, College of Physicians and Surgeons, New York, New York
- Correspondence to: Rachel L. Miller, Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Columbia University College of Physicians and Surgeons, PH8E-101B; 630 West 168th Street, New York, NY 10032, USA.
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161
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Kläver R, Tüttelmann F, Bleiziffer A, Haaf T, Kliesch S, Gromoll J. DNA methylation in spermatozoa as a prospective marker in andrology. Andrology 2014; 1:731-40. [PMID: 23970452 DOI: 10.1111/j.2047-2927.2013.00118.x] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2013] [Revised: 06/12/2013] [Accepted: 07/02/2013] [Indexed: 11/29/2022]
Abstract
Recent studies have shown associations of aberrant DNA methylation in spermatozoa with idiopathic infertility. The analysis of DNA methylation of specific genes could therefore serve as a valuable diagnostic marker in clinical andrology. For this purpose, rapid and reliable detection methods, reference values and the temporal stability of spermatozoal DNA methylation need to be established and demonstrated. In this prospective study, swim-up purified semen samples from 212 consecutive patients (single samples), 31 normozoospermic volunteers (single samples) and 10 normozoospermic volunteers (four samples at days 1, 3, 42 and 45 plus a fifth sample after 180-951 days) were collected. Spermatozoal DNA was isolated, bisulphite converted and DNA methylation was analysed by pyrosequencing. DNA methylation of the maternally imprinted gene MEST was measured in samples of 212 patients and 31 normozoospermic volunteers and the temporal stability of eight different genes and two repetitive elements was examined in consecutive samples of 10 normozoospermic volunteers. MEST DNA methylation was significantly associated with oligozoospermia, decreased bi-testicular volume and increased FSH levels. A reference range for spermatozoal MEST DNA methylation (0-15%) was established using the 95th percentile of DNA methylation in normozoospermic volunteers. Using this reference range, around 23% of our patient cohort displayed an aberrant MEST DNA methylation. This epigenetic aberration was found to be significantly associated with bi-testicular volume, sperm concentration and total sperm count. DNA methylation in normozoospermic volunteers was stable over a time period of up to 951 days in contrast to classical semen parameters. Our data show that MEST DNA methylation fulfils the prerequisites to be used as routine parameter and support its use during andrological workup if a prognostic value can be shown in future.
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Affiliation(s)
- R Kläver
- Institute of Reproductive and Regenerative Biology, Centre of Reproductive Medicine and Andrology, University Clinics of Münster, Germany
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162
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Schreiner F, Gohlke B, Stutte S, Bartmann P, Hecher K, Oldenburg J, El-Maarri O, Woelfle J. 11p15 DNA-methylation analysis in monozygotic twins with discordant intrauterine development due to severe twin-to-twin transfusion syndrome. Clin Epigenetics 2014; 6:6. [PMID: 24678997 PMCID: PMC3986638 DOI: 10.1186/1868-7083-6-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2013] [Accepted: 02/26/2014] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Prenatal growth restriction and low birth weight have been linked to long-term alterations of health, presumably via adaptive modifications of the epigenome. Recent studies indicate a plasticity of the 11p15 epigenotype in response to environmental changes during early stages of human development. STUDY DESIGN We analyzed methylation levels at different 11p15 loci in 20 growth-discordant monozygotic twin pairs. Intrauterine development was discordant due to severe twin-to-twin transfusion syndrome (TTTS), which was treated by fetoscopic laser coagulation of communicating vessels before 25 weeks of gestation. Methylation levels at age 4 were determined in blood and buccal cell-derived DNA by the single nucleotide primer extension reaction ion pair reverse-phase high performance liquid chromatography (SNuPE IP RP HPLC) assay. Methylation at LINE-1 repeats was analyzed as an estimate of global methylation. RESULTS In general, variance of locus-specific methylation levels appeared to be higher in buccal cell- as compared to blood cell-derived DNA samples. Paired analyses within the twin pairs revealed significant differences at only one CpG site (IGF2 dmr0 SN3 (blood), +1.9% in donors; P = 0.013). When plotting the twin pair-discordance in birth weight against the degree of discordance in site-specific methylation at age 4, only a few CpGs were found to interact (one CpG site each at IGF2dmr0 in blood/saliva DNA, one CpG at LINE-1 repeats in saliva DNA), with 26 to 36% of the intra-twin pair divergence at these sites explained by prenatal growth discordance. However, across the entire cohort of 40 children, site-specific methylation did not correlate with SD-scores for weight or length at birth. Insulin-like growth factor-II serum concentrations showed significant within-twin pair correlations at birth (R = 0.57) and at age 4 (R = 0.79), but did not differ between donors and recipients. They also did not correlate with the analyzed 11p15 methylation parameters. CONCLUSION In a cohort of 20 growth-discordant monozygotic twin pairs, severe alteration in placental blood supply due to TTTS appears to leave only weak, if any, epigenetic marks at the analyzed CpG sites at 11p15.
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Affiliation(s)
- Felix Schreiner
- Pediatric Endocrinology Division, Children's Hospital, University of Bonn, Adenauerallee 119, 53113 Bonn, Germany.
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163
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Physical activity and differential methylation of breast cancer genes assayed from saliva: a preliminary investigation. Ann Behav Med 2014; 45:89-98. [PMID: 23054940 DOI: 10.1007/s12160-012-9411-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
PURPOSE Individuals who exercise are at lower risk for breast cancer and have better post-diagnosis outcomes. The biological mechanisms behind this association are unclear, but DNA methylation has been suggested. METHODS We developed a composite measure of DNA methylation across 45 CpG sites on genes selected a priori. We examined the association of this measure to self-reported physical activity and objectively measured cardiovascular fitness in a sample of healthy nonsmoking adults (n = 64) in an exercise promotion intervention. RESULTS Individuals who were more physically fit and who exercised more minutes per week had lower levels of DNA methylation. Those who increased their minutes of physical activity over 12 months experienced decreases in DNA methylation. CONCLUSIONS DNA methylation may be a mechanism linking exercise and cancer incidence and could serve as a biomarker for behavioral intervention trials. Studies with larger samples, objectively measured exercise, and more cancer-related markers are needed.
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164
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Harvey NC, Sheppard A, Godfrey KM, McLean C, Garratt E, Ntani G, Davies L, Murray R, Inskip HM, Gluckman PD, Hanson MA, Lillycrop KA, Cooper C. Childhood bone mineral content is associated with methylation status of the RXRA promoter at birth. J Bone Miner Res 2014; 29:600-7. [PMID: 23907847 PMCID: PMC3836689 DOI: 10.1002/jbmr.2056] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Revised: 07/16/2013] [Accepted: 07/22/2013] [Indexed: 01/17/2023]
Abstract
Maternal vitamin D deficiency has been associated with reduced offspring bone mineral accrual. Retinoid-X receptor-alpha (RXRA) is an essential cofactor in the action of 1,25-dihydroxyvitamin D (1,25[OH]2 -vitamin D), and RXRA methylation in umbilical cord DNA has been associated with later offspring adiposity. We tested the hypothesis that RXRA methylation in umbilical cord DNA collected at birth is associated with offspring skeletal development, assessed by dual-energy X-ray absorptiometry, in a population-based mother-offspring cohort (Southampton Women's Survey). Relationships between maternal plasma 25-hydroxyvitamin D (25[OH]-vitamin D) concentrations and cord RXRA methylation were also investigated. In 230 children aged 4 years, a higher percent methylation at four of six RXRA CpG sites measured was correlated with lower offspring bone mineral content (BMC) corrected for body size (β = -2.1 to -3.4 g/SD, p = 0.002 to 0.047). In a second independent cohort (n = 64), similar negative associations at two of these CpG sites, but positive associations at the two remaining sites, were observed; however, none of the relationships in this replication cohort achieved statistical significance. The maternal free 25(OH)-vitamin D index was negatively associated with methylation at one of these RXRA CpG sites (β = -3.3 SD/unit, p = 0.03). Thus, perinatal epigenetic marking at the RXRA promoter region in umbilical cord was inversely associated with offspring size-corrected BMC in childhood. The potential mechanistic and functional significance of this finding remains a subject for further investigation.
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Affiliation(s)
| | - Allan Sheppard
- Liggins Institute, University of Auckland, New Zealand
- AgResearch, Ruakura Research Centre, Hamilton, New Zealand
| | - Keith M Godfrey
- MRC Lifecourse Epidemiology Unit, University of Southampton, UK
- NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton General Hospital, Southampton, UK
| | - Cameron McLean
- Liggins Institute, University of Auckland, New Zealand
- AgResearch, Ruakura Research Centre, Hamilton, New Zealand
| | - Emma Garratt
- Southampton Institute of Developmental Sciences, University of Southampton, Southampton, UK
| | - Georgia Ntani
- MRC Lifecourse Epidemiology Unit, University of Southampton, UK
| | - Lucy Davies
- MRC Lifecourse Epidemiology Unit, University of Southampton, UK
| | - Robert Murray
- Southampton Institute of Developmental Sciences, University of Southampton, Southampton, UK
| | - Hazel M Inskip
- MRC Lifecourse Epidemiology Unit, University of Southampton, UK
| | - Peter D Gluckman
- Liggins Institute, University of Auckland, New Zealand
- Singapore Institute for Clinical Sciences, Singapore
| | - Mark A Hanson
- Southampton Institute of Developmental Sciences, University of Southampton, Southampton, UK
| | - Karen A Lillycrop
- Southampton Institute of Developmental Sciences, University of Southampton, Southampton, UK
| | - Cyrus Cooper
- MRC Lifecourse Epidemiology Unit, University of Southampton, UK
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165
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Wing MR, Devaney JM, Joffe MM, Xie D, Feldman HI, Dominic EA, Guzman NJ, Ramezani A, Susztak K, Herman JG, Cope L, Harmon B, Kwabi-Addo B, Gordish-Dressman H, Go AS, He J, Lash JP, Kusek JW, Raj DS. DNA methylation profile associated with rapid decline in kidney function: findings from the CRIC study. Nephrol Dial Transplant 2014; 29:864-72. [PMID: 24516231 DOI: 10.1093/ndt/gft537] [Citation(s) in RCA: 108] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Epigenetic mechanisms may be important in the progression of chronic kidney disease (CKD). METHODS We studied the genome-wide DNA methylation pattern associated with rapid loss of kidney function using the Infinium HumanMethylation 450 K BeadChip in 40 Chronic Renal Insufficiency (CRIC) study participants (n = 3939) with the highest and lowest rates of decline in estimated glomerular filtration rate. RESULTS The mean eGFR slope was 2.2 (1.4) and -5.1 (1.2) mL/min/1.73 m(2) in the stable kidney function group and the rapid progression group, respectively. CpG islands in NPHP4, IQSEC1 and TCF3 were hypermethylated to a larger extent in subjects with stable kidney function (P-values of 7.8E-05 to 9.5E-05). These genes are involved in pathways known to promote the epithelial to mesenchymal transition and renal fibrosis. Other CKD-related genes that were differentially methylated are NOS3, NFKBIL2, CLU, NFKBIB, TGFB3 and TGFBI, which are involved in oxidative stress and inflammatory pathways (P-values of 4.5E-03 to 0.046). Pathway analysis using Ingenuity Pathway Analysis showed that gene networks related to cell signaling, carbohydrate metabolism and human behavior are epigenetically regulated in CKD. CONCLUSIONS Epigenetic modifications may be important in determining the rate of loss of kidney function in patients with established CKD.
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Affiliation(s)
- Maria R Wing
- Division of Renal Diseases and Hypertension, The George Washington University School of Medicine, Washington, DC, USA
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166
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Hidalgo B, Irvin MR, Sha J, Zhi D, Aslibekyan S, Absher D, Tiwari HK, Kabagambe EK, Ordovas JM, Arnett DK. Epigenome-wide association study of fasting measures of glucose, insulin, and HOMA-IR in the Genetics of Lipid Lowering Drugs and Diet Network study. Diabetes 2014; 63:801-7. [PMID: 24170695 PMCID: PMC3968438 DOI: 10.2337/db13-1100] [Citation(s) in RCA: 126] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Known genetic susceptibility loci for type 2 diabetes (T2D) explain only a small proportion of heritable T2D risk. We hypothesize that DNA methylation patterns may contribute to variation in diabetes-related risk factors, and this epigenetic variation across the genome can contribute to the missing heritability in T2D and related metabolic traits. We conducted an epigenome-wide association study for fasting glucose, insulin, and homeostasis model assessment of insulin resistance (HOMA-IR) among 837 nondiabetic participants in the Genetics of Lipid Lowering Drugs and Diet Network study, divided into discovery (N = 544) and replication (N = 293) stages. Cytosine guanine dinucleotide (CpG) methylation at ∼470,000 CpG sites was assayed in CD4(+) T cells using the Illumina Infinium HumanMethylation 450 Beadchip. We fit a mixed model with the methylation status of each CpG as the dependent variable, adjusting for age, sex, study site, and T-cell purity as fixed-effects and family structure as a random-effect. A Bonferroni corrected P value of 1.1 × 10(-7) was considered significant in the discovery stage. Significant associations were tested in the replication stage using identical models. Methylation of a CpG site in ABCG1 on chromosome 21 was significantly associated with insulin (P = 1.83 × 10(-7)) and HOMA-IR (P = 1.60 × 10(-9)). Another site in the same gene was significant for HOMA-IR and of borderline significance for insulin (P = 1.29 × 10(-7) and P = 3.36 × 10(-6), respectively). Associations with the top two signals replicated for insulin and HOMA-IR (P = 5.75 × 10(-3) and P = 3.35 × 10(-2), respectively). Our findings suggest that methylation of a CpG site within ABCG1 is associated with fasting insulin and merits further evaluation as a novel disease risk marker.
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Affiliation(s)
- Bertha Hidalgo
- Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL
- Corresponding author: Bertha Hidalgo,
| | - M. Ryan Irvin
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Jin Sha
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Degui Zhi
- Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL
| | - Stella Aslibekyan
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Devin Absher
- Hudson Alpha Institute for Biotechnology, Huntsville, AL
| | - Hemant K. Tiwari
- Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL
| | | | - Jose M. Ordovas
- Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Medford, MA
| | - Donna K. Arnett
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
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Armstrong DA, Lesseur C, Conradt E, Lester BM, Marsit CJ. Global and gene-specific DNA methylation across multiple tissues in early infancy: implications for children's health research. FASEB J 2014; 28:2088-97. [PMID: 24478308 DOI: 10.1096/fj.13-238402] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
An increasing number of population studies are assessing epigenetic variation in relation to early-life outcomes in tissues accessible to epidemiologic researchers. Epigenetic mechanisms are highly tissue specific, however, and it is unclear whether the variation observed in one of the tissue types is representative of other sources or whether the variation in DNA methylation is distinct, reflecting potential functional differences across tissues. To assess relations between DNA methylation in various samples from newborns and children in early infancy, we measured promoter or gene-body DNA methylation in matched term placenta, cord blood, and 3-6 mo saliva samples from 27 unrelated infants enrolled in the Rhode Island Child Health Study. We investigated 7 gene loci (KLF15, NR3C1, LEP, DEPTOR, DDIT4, HSD11B2, and CEBPB) and global methylation, using repetitive region LINE-1 and ALUYb8 sequences. We observed a great degree of interlocus, intertissue, and interindividual epigenetic variation in most of the analyzed loci. In correlation analyses, only cord blood NR3C1 promoter methylation correlated negatively with methylation in saliva. We conclude that placenta, cord blood, and saliva cannot be used as a substitute for one another to evaluate DNA methylation at these loci during infancy. Each tissue has a unique epigenetic signature that likely reflects their differential functions. Future studies should consider the uniqueness of these features, to improve epigenetic biomarker discovery and translation.
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Affiliation(s)
- David A Armstrong
- 2Department of Pharmacology and Toxicology, Geisel School of Medicine at Dartmouth, 7650 Remsen, Hanover, NH 03755, USA.
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Abstract
Epigenetic processes play a central role in regulating the tissue-specific expression of genes. Alterations in these processes can lead to profound changes in phenotype and have been implicated in the pathogenesis of many human diseases including human cancer. There is growing evidence that the environment, particularly variations in diet, during specific developmental periods can induce changes in the epigenome, which are then stably maintained throughout life influencing susceptibility to cancer in later life. This chapter will review the evidence that alterations in early life nutritional exposure can affect breast cancer risk through the altered epigenetic regulation of genes and discuss how detection of such altered epigenetic marks in early life may provide biomarkers to detect individuals at increased risk of disease.
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169
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Bouwland-Both MI, van Mil NH, Stolk L, Eilers PHC, Verbiest MMPJ, Heijmans BT, Tiemeier H, Hofman A, Steegers EAP, Jaddoe VWV, Steegers-Theunissen RPM. DNA methylation of IGF2DMR and H19 is associated with fetal and infant growth: the generation R study. PLoS One 2013; 8:e81731. [PMID: 24349121 PMCID: PMC3861253 DOI: 10.1371/journal.pone.0081731] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2013] [Accepted: 10/24/2013] [Indexed: 01/21/2023] Open
Abstract
Changes in epigenetic programming of embryonic growth genes during pregnancy seem to affect fetal growth. Therefore, in a population-based prospective birth cohort in the Netherlands, we examined associations between fetal and infant growth and DNA methylation of IGF2DMR, H19 and MTHFR. For this study, we selected 69 case children born small-for-gestational age (SGA, birth weight <-2SDS) and 471 control children. Fetal growth was assessed with serial ultrasound measurements. Information on birth outcomes was retrieved from medical records. Infant weight was assessed at three and six months. Methylation was assessed in DNA extracted from umbilical cord white blood cells. Analyses were performed using linear mixed models with DNA methylation as dependent variable. The DNA methylation levels of IGF2DMR and H19 in the control group were, median (90% range), 53.6% (44.5-61.6) and 30.0% (25.6-34.2) and in the SGA group 52.0% (43.9-60.9) and 30.5% (23.9-32.9), respectively. The MTHFR region was found to be hypomethylated with limited variability in the control and SGA group, 2.5% (1.4-4.0) and 2.4% (1.5-3.8), respectively. SGA was associated with lower IGF2DMR DNA methylation (β = -1.07, 95% CI -1.93; -0.21, P-value = 0.015), but not with H19 methylation. A weight gain in the first three months after birth was associated with lower IGF2DMR DNA methylation (β = -0.53, 95% CI -0.91; -0.16, P-value = 0.005). Genetic variants in the IGF2/H19 locus were associated with IGF2DMR DNA methylation (P-value<0.05), but not with H19 methylation. Furthermore, our results suggest a possibility of mediation of DNA methylation in the association between the genetic variants and SGA. To conclude, IGF2DMR and H19 DNA methylation is associated with fetal and infant growth.
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Affiliation(s)
- Marieke I. Bouwland-Both
- The Generation R Study Group, Erasmus Medical Centre, Rotterdam, The Netherlands
- Department of Obstetrics and Gynecology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Nina H. van Mil
- The Generation R Study Group, Erasmus Medical Centre, Rotterdam, The Netherlands
- Department of Obstetrics and Gynecology, Erasmus Medical Centre, Rotterdam, The Netherlands
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Lisette Stolk
- Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, The Netherlands
- Netherlands Consortium of Healthy Aging, Rotterdam/Leiden, The Netherlands
| | - Paul H. C. Eilers
- Department of Biostatistics, Erasmus Medical Centre, Rotterdam, The Netherlands
| | | | - Bastiaan T. Heijmans
- Netherlands Consortium of Healthy Aging, Rotterdam/Leiden, The Netherlands
- Department of Molecular Epidemiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Henning Tiemeier
- Department of Child and Adolescent Psychiatry/Psychology, Erasmus Medical Centre, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Albert Hofman
- Department of Epidemiology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Eric A. P. Steegers
- Department of Obstetrics and Gynecology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Vincent W. V. Jaddoe
- The Generation R Study Group, Erasmus Medical Centre, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus Medical Centre, Rotterdam, The Netherlands
- Department of Pediatrics, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Régine P. M. Steegers-Theunissen
- Department of Obstetrics and Gynecology, Erasmus Medical Centre, Rotterdam, The Netherlands
- Department of Clinical Genetics, Erasmus Medical Centre, Rotterdam, The Netherlands
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170
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Stolk L, Bouwland-Both MI, van Mil NH, van Mill NH, Verbiest MMPJ, Eilers PHC, Zhu H, Suarez L, Uitterlinden AG, Steegers-Theunissen RPM. Epigenetic profiles in children with a neural tube defect; a case-control study in two populations. PLoS One 2013; 8:e78462. [PMID: 24223810 PMCID: PMC3818348 DOI: 10.1371/journal.pone.0078462] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 09/20/2013] [Indexed: 12/23/2022] Open
Abstract
Folate deficiency is implicated in the causation of neural tube defects (NTDs). The preventive effect of periconceptional folic acid supplement use is partially explained by the treatment of a deranged folate-dependent one carbon metabolism, which provides methyl groups for DNA-methylation as an epigenetic mechanism. Here, we hypothesize that variations in DNA-methylation of genes implicated in the development of NTDs and embryonic growth are part of the underlying mechanism. In 48 children with a neural tube defect and 62 controls from a Dutch case-control study and 34 children with a neural tube defect and 78 controls from a Texan case-control study, we measured the DNA-methylation levels of imprinted candidate genes (IGF2-DMR, H19, KCNQ1OT1) and non-imprinted genes (the LEKR/CCNL gene region associated with birth weight, and MTHFR and VANGL1 associated with NTD). We used the MassARRAY EpiTYPER assay from Sequenom for the assessment of DNA-methylation. Linear mixed model analysis was used to estimate associations between DNA-methylation levels of the genes and a neural tube defect. In the Dutch study group, but not in the Texan study group we found a significant association between the risk of having an NTD and DNA methylation levels of MTHFR (absolute decrease in methylation of -0.33% in cases, P-value = 0.001), and LEKR/CCNL (absolute increase in methylation: 1.36% in cases, P-value = 0.048), and a borderline significant association for VANGL (absolute increase in methylation: 0.17% in cases, P-value = 0.063). Only the association between MTHFR and NTD-risk remained significant after multiple testing correction. The associations in the Dutch study were not replicated in the Texan study. We conclude that the associations between NTDs and the methylation of the MTHFR gene, and maybe VANGL and LEKKR/CNNL, are in line with previous studies showing polymorphisms in the same genes in association with NTDs and embryonic development, respectively.
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Affiliation(s)
- Lisette Stolk
- Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands
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171
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Polidoro S, Broccoletti R, Campanella G, Di Gaetano C, Menegatti E, Scoletta M, Lerda E, Matullo G, Vineis P, Berardi D, Scully C, Arduino PG. Effects of bisphosphonate treatment on DNA methylation in osteonecrosis of the jaw. MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS 2013; 757:104-13. [DOI: 10.1016/j.mrgentox.2013.07.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Revised: 07/12/2013] [Accepted: 07/16/2013] [Indexed: 02/06/2023]
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Obermann-Borst SA, Eilers PHC, Tobi EW, de Jong FH, Slagboom PE, Heijmans BT, Steegers-Theunissen RPM. Duration of breastfeeding and gender are associated with methylation of the LEPTIN gene in very young children. Pediatr Res 2013; 74:344-9. [PMID: 23884163 DOI: 10.1038/pr.2013.95] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2012] [Accepted: 01/09/2013] [Indexed: 11/09/2022]
Abstract
BACKGROUND Perinatal environmental factors have been associated with the metabolic programming of children and consequent disease risks in later life. Epigenetic modifications that lead to altered gene expression may be involved. Here, we study early life environmental and constitutional factors in association with the DNA methylation of leptin (LEP), a non-imprinted gene implicated in appetite regulation and fat metabolism. METHODS We investigated maternal education, breastfeeding, and constitutional factors of the child at 17 mo of age. We measured the DNA methylation of LEP in whole blood and the concentration of leptin in serum. RESULTS Duration of breastfeeding was negatively associated with LEP methylation. Low education (≤12 y of education) was associated with higher LEP methylation. Boys had higher birth weight and lower LEP methylation than girls. An inverse association was established between birth weight per SD increase (+584 g) and LEP methylation. High BMI and leptin concentration were associated with lower methylation of LEP. CONCLUSION The early life environment and constitutional factors of the child are associated with epigenetic variations in LEP. Future studies must reveal whether breastfeeding and the associated decrease in LEP methylation is an epigenetic mechanism contributing to the protective effect of breastfeeding against obesity.
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173
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Ruchat SM, Houde AA, Voisin G, St-Pierre J, Perron P, Baillargeon JP, Gaudet D, Hivert MF, Brisson D, Bouchard L. Gestational diabetes mellitus epigenetically affects genes predominantly involved in metabolic diseases. Epigenetics 2013; 8:935-43. [PMID: 23975224 PMCID: PMC3883770 DOI: 10.4161/epi.25578] [Citation(s) in RCA: 195] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2013] [Revised: 06/25/2013] [Accepted: 06/28/2013] [Indexed: 12/11/2022] Open
Abstract
Offspring exposed to gestational diabetes mellitus (GDM) have an increased risk for chronic diseases, and one promising mechanism for fetal metabolic programming is epigenetics. Therefore, we postulated that GDM exposure impacts the offspring's methylome and used an epigenomic approach to explore this hypothesis. Placenta and cord blood samples were obtained from 44 newborns, including 30 exposed to GDM. Women were recruited at first trimester of pregnancy and followed until delivery. GDM was assessed after a 75-g oral glucose tolerance test at 24-28 weeks of pregnancy. DNA methylation was measured at>485,000 CpG sites (Infinium HumanMethylation450 BeadChips). Ingenuity Pathway Analysis was conducted to identify metabolic pathways epigenetically affected by GDM. Our results showed that 3,271 and 3,758 genes in placenta and cord blood, respectively, were potentially differentially methylated between samples exposed or not to GDM (p-values down to 1 × 10(-06); none reached the genome-wide significance levels), with more than 25% (n = 1,029) being common to both tissues. Mean DNA methylation differences between groups were 5.7 ± 3.2% and 3.4 ± 1.9% for placenta and cord blood, respectively. These genes were likely involved in the metabolic diseases pathway (up to 115 genes (11%), p-values for pathways = 1.9 × 10(-13)
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Affiliation(s)
- Stephanie-May Ruchat
- Department of Biochemistry; Université de Sherbrooke; Sherbrooke, QC Canada
- ECOGENE-21 Laboratory and Lipid Clinic; Chicoutimi Hospital; Saguenay, QC Canada
| | - Andrée-Anne Houde
- Department of Biochemistry; Université de Sherbrooke; Sherbrooke, QC Canada
- ECOGENE-21 Laboratory and Lipid Clinic; Chicoutimi Hospital; Saguenay, QC Canada
| | | | - Julie St-Pierre
- ECOGENE-21 Laboratory and Lipid Clinic; Chicoutimi Hospital; Saguenay, QC Canada
- Department of Pediatrics; Chicoutimi Hospital; Saguenay, QC Canada
| | - Patrice Perron
- ECOGENE-21 Laboratory and Lipid Clinic; Chicoutimi Hospital; Saguenay, QC Canada
- Department of Medicine; Division of Endocrinology; Université de Sherbrooke; Sherbrooke, QC Canada
| | - Jean-Patrice Baillargeon
- Department of Medicine; Division of Endocrinology; Université de Sherbrooke; Sherbrooke, QC Canada
| | - Daniel Gaudet
- ECOGENE-21 Laboratory and Lipid Clinic; Chicoutimi Hospital; Saguenay, QC Canada
- Department of Medicine; Université de Montréal; Montreal, QC Canada
| | - Marie-France Hivert
- Department of Medicine; Division of Endocrinology; Université de Sherbrooke; Sherbrooke, QC Canada
- General Medicine Division; Massachusetts General Hospital; Boston, MA USA
| | - Diane Brisson
- ECOGENE-21 Laboratory and Lipid Clinic; Chicoutimi Hospital; Saguenay, QC Canada
- Department of Medicine; Université de Montréal; Montreal, QC Canada
| | - Luigi Bouchard
- Department of Biochemistry; Université de Sherbrooke; Sherbrooke, QC Canada
- ECOGENE-21 Laboratory and Lipid Clinic; Chicoutimi Hospital; Saguenay, QC Canada
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174
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Ouellet-Morin I, Wong CCY, Danese A, Pariante CM, Papadopoulos AS, Mill J, Arseneault L. Increased serotonin transporter gene (SERT) DNA methylation is associated with bullying victimization and blunted cortisol response to stress in childhood: a longitudinal study of discordant monozygotic twins. Psychol Med 2013; 43:1813-1823. [PMID: 23217646 PMCID: PMC4231789 DOI: 10.1017/s0033291712002784] [Citation(s) in RCA: 111] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Childhood adverse experiences are known to induce persistent changes in the hypothalamic-pituitary-adrenal (HPA) axis reactivity to stress. However, the mechanisms by which these experiences shape the neuroendocrine response to stress remain unclear. Method We tested whether bullying victimization influenced serotonin transporter gene (SERT) DNA methylation using a discordant monozygotic (MZ) twin design. A subsample of 28 MZ twin pairs discordant for bullying victimization, with data on cortisol and DNA methylation, were identified in the Environmental Risk (E-Risk) Longitudinal Twin Study, a nationally representative 1994-1995 cohort of families with twins. RESULTS Bullied twins had higher SERT DNA methylation at the age of 10 years compared with their non-bullied MZ co-twins. This group difference cannot be attributed to the children's genetic makeup or their shared familial environments because of the study design. Bullied twins also showed increasing methylation levels between the age of 5 years, prior to bullying victimization, and the age of 10 years whereas no such increase was detected in non-bullied twins across time. Moreover, children with higher SERT methylation levels had blunted cortisol responses to stress. CONCLUSIONS Our study extends findings drawn from animal models, supports the hypothesis that early-life stress modifies DNA methylation at a specific cytosine-phosphate-guanine (CpG) site in the SERT promoter and HPA functioning and suggests that these two systems may be functionally associated.
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Affiliation(s)
- I. Ouellet-Morin
- MRC Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, King’s College London, London, UK
- School of Criminology, Université de Montréal, Mental Health Institute of Montréal Research Center and the Research Group on Child Maladjustment, Canada
| | - C. C. Y. Wong
- MRC Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, King’s College London, London, UK
| | - A. Danese
- MRC Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, King’s College London, London, UK
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, King’s College London, London, UK
| | - C. M. Pariante
- Department of Psychological Medicine, Institute of Psychiatry, King’s College London, London, UK
| | - A. S. Papadopoulos
- Section of Neurobiology of Mood Disorders, Institute of Psychiatry, King’s College London, London, UK
- Affective Disorders Unit Laboratory, National Affective Disorders Unit, Bethlem Royal Hospital, Beckenham, Kent, UK
| | - J. Mill
- MRC Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, King’s College London, London, UK
| | - L. Arseneault
- MRC Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, King’s College London, London, UK
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175
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176
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Slieker RC, Bos SD, Goeman JJ, Bovée JVMG, Talens RP, van der Breggen R, Suchiman HED, Lameijer EW, Putter H, van den Akker EB, Zhang Y, Jukema JW, Slagboom PE, Meulenbelt I, Heijmans BT. Identification and systematic annotation of tissue-specific differentially methylated regions using the Illumina 450k array. Epigenetics Chromatin 2013; 6:26. [PMID: 23919675 PMCID: PMC3750594 DOI: 10.1186/1756-8935-6-26] [Citation(s) in RCA: 178] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2013] [Accepted: 06/28/2013] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND DNA methylation has been recognized as a key mechanism in cell differentiation. Various studies have compared tissues to characterize epigenetically regulated genomic regions, but due to differences in study design and focus there still is no consensus as to the annotation of genomic regions predominantly involved in tissue-specific methylation. We used a new algorithm to identify and annotate tissue-specific differentially methylated regions (tDMRs) from Illumina 450k chip data for four peripheral tissues (blood, saliva, buccal swabs and hair follicles) and six internal tissues (liver, muscle, pancreas, subcutaneous fat, omentum and spleen with matched blood samples). RESULTS The majority of tDMRs, in both relative and absolute terms, occurred in CpG-poor regions. Further analysis revealed that these regions were associated with alternative transcription events (alternative first exons, mutually exclusive exons and cassette exons). Only a minority of tDMRs mapped to gene-body CpG islands (13%) or CpG islands shores (25%) suggesting a less prominent role for these regions than indicated previously. Implementation of ENCODE annotations showed enrichment of tDMRs in DNase hypersensitive sites and transcription factor binding sites. Despite the predominance of tissue differences, inter-individual differences in DNA methylation in internal tissues were correlated with those for blood for a subset of CpG sites in a locus- and tissue-specific manner. CONCLUSIONS We conclude that tDMRs preferentially occur in CpG-poor regions and are associated with alternative transcription. Furthermore, our data suggest the utility of creating an atlas cataloguing variably methylated regions in internal tissues that correlate to DNA methylation measured in easy accessible peripheral tissues.
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Affiliation(s)
- Roderick C Slieker
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Steffan D Bos
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Netherlands Consortium for Healthy Aging, PO Box 9600, Leiden 2300, RC, The Netherlands
| | - Jelle J Goeman
- Medical Statistics, Leiden University Medical Center, Leiden, The Netherlands
| | - Judith VMG Bovée
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - Rudolf P Talens
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ruud van der Breggen
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - H Eka D Suchiman
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Eric-Wubbo Lameijer
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Hein Putter
- Medical Statistics, Leiden University Medical Center, Leiden, The Netherlands
| | - Erik B van den Akker
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- The Delft Bioinformatics Lab, Delft University of Technology, Delft, The Netherlands
| | - Yanju Zhang
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - J Wouter Jukema
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - P Eline Slagboom
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Netherlands Consortium for Healthy Aging, PO Box 9600, Leiden 2300, RC, The Netherlands
| | - Ingrid Meulenbelt
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Netherlands Consortium for Healthy Aging, PO Box 9600, Leiden 2300, RC, The Netherlands
| | - Bastiaan T Heijmans
- Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Netherlands Consortium for Healthy Aging, PO Box 9600, Leiden 2300, RC, The Netherlands
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Abstract
PURPOSE OF REVIEW Epigenetic mechanisms have the ability to alter the phenotype without changing the genetic code. The science of epigenetics has grown considerably in recent years, and future epigenetically based treatments or prevention strategies are likely. Epigenetic associations with asthma have received growing interest because genetic and environmental factors have been unable to independently explain the cause of asthma. RECENT FINDINGS Recent findings suggest that both the environment and underlying genetic sequence variation influence DNA methylation, which in turn seems to modify the risk conferred by genetic variants for various asthma phenotypes. In particular, DNA methylation may act as an archive of a variety of early developmental exposures, which then can modify the risk related to genetic variants. SUMMARY Current asthma treatments may control the symptoms of asthma but do not modify its natural history. Epigenetic mechanisms and novel explanatory models provide burgeoning approaches to significantly increase our understanding of the initiation and progression of asthma. Due to the inheritance of epigenetics, we anticipate a rapid emergence of critical information that will provide novel treatment strategies for asthma in the current generation and ultimately the prevention of asthma in future generations.
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178
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Abstract
DNA methylation is the most studied epigenetic modification, capable of controlling gene expression in the contexts of normal traits or diseases. It is highly dynamic during early embryogenesis and remains relatively stable throughout life, and such patterns are intricately related to human development. DNA methylation is a quantitative trait determined by a complex interplay of genetic and environmental factors. Genetic variants at a specific locus can influence both regional and distant DNA methylation. The environment can have varying effects on DNA methylation depending on when the exposure occurs, such as during prenatal life or during adulthood. In particular, cigarette smoking in the context of both current smoking and prenatal exposure is a strong modifier of DNA methylation. Epigenome-wide association studies have uncovered candidate genes associated with cigarette smoking that have biologically relevant functions in the etiology of smoking-related diseases. As such, DNA methylation is a potential mechanistic link between current smoking and cancer, as well as prenatal cigarette-smoke exposure and the development of adult chronic diseases.
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Affiliation(s)
| | - Zdenka Pausova
- Physiology and Experimental Medicine, The Hospital for Sick Children, University of TorontoToronto, ON, Canada
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179
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Belot MP, Fradin D, Mai N, Le Fur S, Zélénika D, Kerr-Conte J, Pattou F, Lucas B, Bougnères P. CpG methylation changes within the IL2RA promoter in type 1 diabetes of childhood onset. PLoS One 2013; 8:e68093. [PMID: 23874506 PMCID: PMC3709990 DOI: 10.1371/journal.pone.0068093] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2013] [Accepted: 05/25/2013] [Indexed: 12/13/2022] Open
Abstract
None of the polymorphic variants of the IL2RA gene found associated with Type 1 Diabetes (T1D) was shown to have a functional effect. To test if the epigenetic variation could play a role at this locus, we studied the methylation of 6 CpGs located within the proximal promoter of IL2RA gene in 252 T1D patients compared with 286 age-matched controls. We found that DNA methylation at CpGs -373 and -456 was slightly but significantly higher in patients than in controls (40.4 ± 4.6 vs 38.3 ± 5.4, p=1.4E4; 91.4 ± 2.8 vs 89.5 ± 5.3, p=1.8E-6), while other CpG showed a strictly comparable methylation. Among 106 single nucleotide polymorphisms (SNPs) located in the neighboring 180 kb region, we found that 28 SNPs were associated with DNA methylation at CpG -373. Sixteen of these SNPs were known to be associated with T1D. Our findings suggest that the effect of IL2RA risk alleles on T1D may be partially mediated through epigenetic changes.
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Affiliation(s)
- Marie-Pierre Belot
- INSERM U986 and Department of Pediatric Endocrinology, Bicêtre Hospital, Pôle I3E, Paris Sud University, France
| | - Delphine Fradin
- INSERM U986 and Department of Pediatric Endocrinology, Bicêtre Hospital, Pôle I3E, Paris Sud University, France
| | - Nga Mai
- INSERM U986 and Department of Pediatric Endocrinology, Bicêtre Hospital, Pôle I3E, Paris Sud University, France
| | - Sophie Le Fur
- INSERM U986 and Department of Pediatric Endocrinology, Bicêtre Hospital, Pôle I3E, Paris Sud University, France
| | | | - Julie Kerr-Conte
- INSERM U859, Université Lille Nord de France and Centre Hospitalier Régional Universitaire de Lille, Lille, France
| | - François Pattou
- INSERM U859, Université Lille Nord de France and Centre Hospitalier Régional Universitaire de Lille, Lille, France
| | - Bruno Lucas
- CNRS Unité Mixte de Recherche 8104, INSERM U1016, Cochin Hospital, Paris, France
| | - Pierre Bougnères
- INSERM U986 and Department of Pediatric Endocrinology, Bicêtre Hospital, Pôle I3E, Paris Sud University, France
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Strickland FM, Hewagama A, Wu A, Sawalha AH, Delaney C, Hoeltzel MF, Yung R, Johnson K, Mickelson B, Richardson BC. Diet influences expression of autoimmune-associated genes and disease severity by epigenetic mechanisms in a transgenic mouse model of lupus. ARTHRITIS AND RHEUMATISM 2013; 65:1872-81. [PMID: 23576011 PMCID: PMC3735138 DOI: 10.1002/art.37967] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2012] [Accepted: 04/02/2013] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Lupus flares occur when genetically predisposed individuals encounter appropriate environmental agents. Current evidence indicates that the environment contributes by inhibiting T cell DNA methylation, causing overexpression of normally silenced genes. DNA methylation depends on both dietary transmethylation micronutrients and ERK-regulated DNA methyltransferase 1 (DNMT-1) levels. We used transgenic mice to study the effect of interactions between diet, DNMT-1 levels, and genetic predisposition on the development and severity of lupus. METHODS A doxycycline-inducible ERK defect was bred into lupus-resistant (C57BL/6) and lupus-susceptible (C57BL/6 × SJL) mouse strains. Doxycycline-treated mice were fed a standard commercial diet for 18 weeks and then switched to a transmethylation micronutrient-supplemented (MS) or -restricted (MR) diet. Disease severity was assessed by examining anti-double-stranded DNA (anti-dsDNA) antibody levels, the presence of proteinuria and hematuria, and by histopathologic analysis of kidney tissues. Pyrosequencing was used to determine micronutrient effects on DNA methylation. RESULTS Doxycycline induced modest levels of anti-dsDNA antibodies in C57BL/6 mice and higher levels in C57BL/6 × SJL mice. Doxycycline-treated C57BL/6 × SJL mice developed hematuria and glomerulonephritis on the MR and standard diets but not the MS diet. In contrast, C57BL/6 mice developed kidney disease only on the MR diet. Decreasing ERK signaling and methyl donors also caused demethylation and overexpression of the CD40lg gene in female mice, consistent with demethylation of the second X chromosome. Both the dietary methyl donor content and the duration of treatment influenced methylation and expression of the CD40lg gene. CONCLUSION Dietary micronutrients that affect DNA methylation can exacerbate or ameliorate disease in this transgenic murine lupus model, and contribute to lupus susceptibility and severity through genetic-epigenetic interactions.
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181
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Yasar U, Greenblatt DJ, Guillemette C, Court MH. Evidence for regulation of UDP-glucuronosyltransferase (UGT) 1A1 protein expression and activity via DNA methylation in healthy human livers. J Pharm Pharmacol 2013; 65:874-83. [PMID: 23647681 PMCID: PMC6195312 DOI: 10.1111/jphp.12053] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2012] [Accepted: 02/11/2013] [Indexed: 01/08/2023]
Abstract
OBJECTIVES Interindividual variability in glucuronidation of bilirubin and drugs by UDP-glucuronosyltransferase 1A1 (UGT1A1) is considerable and only partially explained by genetic polymorphisms and enzyme inducers. Here we determined whether a well-known epigenetic modification, cytosine methylation, explains a proportion of this variability in human liver. METHODS UGT1A1 phenotypes, including UGT1A1 protein and bilirubin glucuronidation, and UGT1A1*28 genotype were determined using a human liver bank (n = 46). Methylation levels were quantified at 5 CpG sites associated with known transcription factor response elements in the UGT1A1 promoter and distal enhancer, as well as a CpG-rich island 1.5 kb further upstream. KEY FINDINGS Individual CpG sites showed considerable methylation variability between livers, ranging from 10- to 29-fold variation with average methylation levels from 25 to 41%. Multivariate regression analysis identified *28/*28 genotype, -4 CpG site methylation and alcohol history as significant predictors of UGT1A1 protein content. Exclusion of livers with *28/*28 genotype or alcohol history revealed positive correlations of -4 CpG methylation with bilirubin glucuronidation (R = 0.73, P < 0.00001) and UGT1A1 protein content (R = 0.54, P = 0.008). CONCLUSION These results suggest that differential methylation of the -4 CpG site located within a known USF response element may explain a proportion of interindividual variability in hepatic glucuronidation by UGT1A1.
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Affiliation(s)
- Umit Yasar
- Comparative and Molecular Pharmacogenomics Laboratory, Tufts University School of Medicine, Boston, MA, USA.
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182
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Niedzwiecki MM, Hall MN, Liu X, Oka J, Harper KN, Slavkovich V, Ilievski V, Levy D, van Geen A, Mey JL, Alam S, Siddique AB, Parvez F, Graziano JH, Gamble MV. Blood glutathione redox status and global methylation of peripheral blood mononuclear cell DNA in Bangladeshi adults. Epigenetics 2013; 8:730-8. [PMID: 23803688 DOI: 10.4161/epi.25012] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Oxidative stress and DNA methylation are metabolically linked through the relationship between one-carbon metabolism and the transsulfuration pathway, but possible modulating effects of oxidative stress on DNA methylation have not been extensively studied in humans. Enzymes involved in DNA methylation, including DNA methyltransferases and histone deacetylases, may show altered activity under oxidized cellular conditions. Additionally, in vitro studies suggest that glutathione (GSH) depletion leads to global DNA hypomethylation, possibly through the depletion of S-adenosylmethionine (SAM). We tested the hypothesis that a more oxidized blood GSH redox status is associated with decreased global peripheral blood mononuclear cell (PBMC) DNA methylation in a sample of Bangladeshi adults. Global PBMC DNA methylation and whole blood GSH, glutathione disulfide (GSSG), and SAM concentrations were measured in 320 adults. DNA methylation was measured by using the [ (3)H]-methyl incorporation assay; values are inversely related to global DNA methylation. Whole blood GSH redox status (Eh) was calculated using the Nernst equation. We found that a more oxidized blood GSH Eh was associated with decreased global DNA methylation (B ± SE, 271 ± 103, p = 0.009). Blood SAM and blood GSH were associated with global DNA methylation, but these relationships did not achieve statistical significance. Our findings support the hypothesis that a more oxidized blood GSH redox status is associated with decreased global methylation of PBMC DNA. Furthermore, blood SAM does not appear to mediate this association. Future research should explore mechanisms through which cellular redox might influence global DNA methylation.
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Affiliation(s)
- Megan M Niedzwiecki
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
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Joss-Moore LA, Lane RH. Epigenetics and the developmental origins of disease: the key to unlocking the door of personalized medicine. Epigenomics 2013; 4:471-3. [PMID: 23130826 DOI: 10.2217/epi.12.53] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
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184
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Tsai PC, Spector TD, Bell JT. Using epigenome-wide association scans of DNA methylation in age-related complex human traits. Epigenomics 2013; 4:511-26. [PMID: 23130833 DOI: 10.2217/epi.12.45] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
With rapid technological advancements emerging epigenetic studies of complex traits have shifted from candidate gene analyses towards epigenome-wide association studies (EWAS). EWAS aim to systematically identify epigenetic variants across the genome that associate with complex phenotypes. Recent EWAS using case-control and disease-discordant identical twin designs have identified phenotype-associated differentially methylated regions for several traits. However, EWAS still face many challenges related to methodology, design and interpretation, owing to the dynamic nature of epigenetic variants over time. This article reviews analytical considerations in conducting EWAS and recent applications of this approach to human aging and age-related complex traits.
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Affiliation(s)
- Pei-Chien Tsai
- Department of Twin Research & Genetic Epidemiology, King's College London, London, UK
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185
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Fuso A. The 'golden age' of DNA methylation in neurodegenerative diseases. Clin Chem Lab Med 2013; 51:523-34. [PMID: 23183753 DOI: 10.1515/cclm-2012-0618] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2012] [Accepted: 10/19/2012] [Indexed: 12/16/2023]
Abstract
DNA methylation reactions are regulated, in the first instance, by enzymes and the intermediates that constitute the 'so called' one-carbon metabolism. This is a complex biochemical pathway, also known as the homocysteine cycle, regulated by the presence of B vitamins (folate, B6, B12) and choline, among other metabolites. One of the intermediates of this metabolism is S-adenosylmethionine, which represent the methyl donor in all the DNA methyltransferase reactions in eukaryotes. The one-carbon metabolism therefore produces the substrate necessary for the transferring of a methyl group on the cytosine residues of DNA; S-adenosylmethionine also regulates the activity of the enzymes that catalyze this reaction, namely the DNA methyltransferases (DNMTs). Alterations of this metabolic cycle can therefore be responsible for aberrant DNA methylation processes possibly leading to several human diseases. As a matter of fact, increasing evidences indicate that a number of human diseases with multifactorial origin may have an epigenetic basis. This is also due to the great technical advances in the field of epigenetic research. Among the human diseases associated with epigenetic factors, aging-related and neurodegenerative diseases are probably the object of most intense research. This review will present the main evidences linking several human diseases to DNA methylation, with particular focus on neurodegenerative diseases, together with a short description of the state-of-the-art of methylation assays.
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Affiliation(s)
- Andrea Fuso
- Department of Psychology, Section of Neuroscience, Sapienza University of Rome, Rome, Italy.
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186
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Haas J, Frese KS, Park YJ, Keller A, Vogel B, Lindroth AM, Weichenhan D, Franke J, Fischer S, Bauer A, Marquart S, Sedaghat-Hamedani F, Kayvanpour E, Köhler D, Wolf NM, Hassel S, Nietsch R, Wieland T, Ehlermann P, Schultz JH, Dösch A, Mereles D, Hardt S, Backs J, Hoheisel JD, Plass C, Katus HA, Meder B. Alterations in cardiac DNA methylation in human dilated cardiomyopathy. EMBO Mol Med 2013; 5:413-29. [PMID: 23341106 PMCID: PMC3598081 DOI: 10.1002/emmm.201201553] [Citation(s) in RCA: 154] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2012] [Revised: 11/15/2012] [Accepted: 11/29/2012] [Indexed: 12/25/2022] Open
Abstract
Dilated cardiomyopathies (DCM) show remarkable variability in their age of onset, phenotypic presentation, and clinical course. Hence, disease mechanisms must exist that modify the occurrence and progression of DCM, either by genetic or epigenetic factors that may interact with environmental stimuli. In the present study, we examined genome-wide cardiac DNA methylation in patients with idiopathic DCM and controls. We detected methylation differences in pathways related to heart disease, but also in genes with yet unknown function in DCM or heart failure, namely Lymphocyte antigen 75 (LY75), Tyrosine kinase-type cell surface receptor HER3 (ERBB3), Homeobox B13 (HOXB13) and Adenosine receptor A2A (ADORA2A). Mass-spectrometric analysis and bisulphite-sequencing enabled confirmation of the observed DNA methylation changes in independent cohorts. Aberrant DNA methylation in DCM patients was associated with significant changes in LY75 and ADORA2A mRNA expression, but not in ERBB3 and HOXB13. In vivo studies of orthologous ly75 and adora2a in zebrafish demonstrate a functional role of these genes in adaptive or maladaptive pathways in heart failure.
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MESH Headings
- Adult
- Aged
- Animals
- Antigens, CD/genetics
- Antigens, CD/metabolism
- Biopsy
- Cardiomyopathy, Dilated/genetics
- Cardiomyopathy, Dilated/metabolism
- Cardiomyopathy, Dilated/physiopathology
- Case-Control Studies
- Cluster Analysis
- DNA Methylation
- Epigenesis, Genetic
- Female
- Gene Expression Regulation
- Gene Knockdown Techniques
- Genetic Predisposition to Disease
- HEK293 Cells
- Humans
- Lectins, C-Type/genetics
- Lectins, C-Type/metabolism
- Male
- Mass Spectrometry
- Middle Aged
- Minor Histocompatibility Antigens
- Molecular Sequence Data
- Myocardium/metabolism
- Phenotype
- RNA, Messenger/metabolism
- Rats
- Receptor, Adenosine A2A/genetics
- Receptor, Adenosine A2A/metabolism
- Receptors, Cell Surface/genetics
- Receptors, Cell Surface/metabolism
- Reproducibility of Results
- Sequence Analysis, DNA/methods
- Sequence Analysis, Protein
- Transfection
- Zebrafish/genetics
- Zebrafish/metabolism
- Zebrafish Proteins/genetics
- Zebrafish Proteins/metabolism
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Affiliation(s)
- Jan Haas
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Karen S Frese
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Yoon Jung Park
- Division of Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ)Heidelberg, Germany
- Department of Nutritional Science and Food Management, Ewha Womans UniversitySeoul, South Korea
| | - Andreas Keller
- Department of Human Genetics, Saarland UniversityGermany
| | - Britta Vogel
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Anders M Lindroth
- Division of Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ)Heidelberg, Germany
| | - Dieter Weichenhan
- Division of Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ)Heidelberg, Germany
| | - Jennifer Franke
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Simon Fischer
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Andrea Bauer
- Division of Functional Genome Analysis, German Cancer Research Center (DKFZ)Heidelberg, Germany
| | - Sabine Marquart
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | | | - Elham Kayvanpour
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Doreen Köhler
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Nadine M Wolf
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
- Medical Faculty Mannheim, Institute of Experimental and Clinical Pharmacology and Toxicology, Heidelberg UniversityMannheim, Germany
| | - Sarah Hassel
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Rouven Nietsch
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Thomas Wieland
- Medical Faculty Mannheim, Institute of Experimental and Clinical Pharmacology and Toxicology, Heidelberg UniversityMannheim, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/MannheimMannheim, Germany
| | - Philipp Ehlermann
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Jobst-Hendrik Schultz
- Department of General Internal Medicine and Psychosomatics, University Hospital HeidelbergHeidelberg, Germany
| | - Andreas Dösch
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Derliz Mereles
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Stefan Hardt
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
| | - Johannes Backs
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/MannheimHeidelberg, Germany
| | - Jörg D Hoheisel
- Division of Functional Genome Analysis, German Cancer Research Center (DKFZ)Heidelberg, Germany
| | - Christoph Plass
- Division of Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ)Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/MannheimHeidelberg, Germany
| | - Hugo A Katus
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/MannheimHeidelberg, Germany
| | - Benjamin Meder
- Department of Internal Medicine III, University of HeidelbergHeidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Heidelberg/MannheimHeidelberg, Germany
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Burwell RG, Dangerfield PH, Moulton A, Grivas TB, Cheng JC. Whither the etiopathogenesis (and scoliogeny) of adolescent idiopathic scoliosis? Incorporating presentations on scoliogeny at the 2012 IRSSD and SRS meetings. SCOLIOSIS 2013; 8:4. [PMID: 23448588 PMCID: PMC3608974 DOI: 10.1186/1748-7161-8-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2012] [Accepted: 02/09/2013] [Indexed: 01/01/2023]
Abstract
This paper aims to integrate into current understanding of AIS causation, etiopathogenetic information presented at two Meetings during 2012 namely, the International Research Society of Spinal Deformities (IRSSD) and the Scoliosis Research Society (SRS). The ultimate hope is to prevent the occurrence or progression of the spinal deformity of AIS with non-invasive treatment, possibly medical. This might be attained by personalised polymechanistic preventive therapy targeting the appropriate etiology and/or etiopathogenetic pathways, to avoid fusion and maintain spinal mobility. Although considerable progress had been made in the past two decades in understanding the etiopathogenesis of adolescent idiopathic scoliosis (AIS), it still lacks an agreed theory of etiopathogenesis. One problem may be that AIS results not from one cause, but several that interact with various genetic predisposing factors. There is a view there are two other pathogenic processes for idiopathic scoliosis namely, initiating (or inducing), and those that cause curve progression. Twin studies and observations of family aggregation have revealed significant genetic contributions to idiopathic scoliosis, that place AIS among other common disease or complex traits with a high heritability interpreted by the genetic variant hypothesis of disease. We summarize etiopathogenetic knowledge of AIS as theories of pathogenesis including recent multiple concepts, and blood tests for AIS based on predictive biomarkers and genetic variants that signify disease risk. There is increasing evidence for the possibility of an underlying neurological disorder for AIS, research which holds promise. Like brain research, most AIS workers focus on their own corner and there is a need for greater integration of research effort. Epigenetics, a relatively recent field, evaluates factors concerned with gene expression in relation to environment, disease, normal development and aging, with a complex regulation across the genome during the first decade of life. Research on the role of environmental factors, epigenetics and chronic non-communicable diseases (NCDs) including adiposity, after a slow start, has exploded in the last decade. Not so for AIS research and the environment where, except for monozygotic twin studies, there are only sporadic reports to suggest that environmental factors are at work in etiology. Here, we examine epigenetic concepts as they may relate to human development, normal life history phases and AIS pathogenesis. Although AIS is not regarded as an NCD, like them, it is associated with whole organism metabolic phenomena, including lower body mass index, lower circulating leptin levels and other systemic disorders. Some epigenetic research applied to Silver-Russell syndrome and adiposity is examined, from which suggestions are made for consideration of AIS epigenetic research, cross-sectional and longitudinal. The word scoliogeny is suggested to include etiology, pathogenesis and pathomechanism.
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Affiliation(s)
- R Geoffrey Burwell
- Centre for Spinal Studies and Surgery, Nottingham University Hospitals Trust, Queen's Medical Centre Campus, Derby Road, Nottingham, NG7 2UH, UK.
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188
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Barault L, Ellsworth RE, Harris HR, Valente AL, Shriver CD, Michels KB. Leukocyte DNA as surrogate for the evaluation of imprinted Loci methylation in mammary tissue DNA. PLoS One 2013; 8:e55896. [PMID: 23409079 PMCID: PMC3567003 DOI: 10.1371/journal.pone.0055896] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2012] [Accepted: 01/04/2013] [Indexed: 01/01/2023] Open
Abstract
There is growing interest in identifying surrogate tissues to identify epimutations in cancer patients since primary target tissues are often difficult to obtain. Methylation patterns at imprinted loci are established during gametogenesis and post fertilization and their alterations have been associated with elevated risk of cancer. Methylation at several imprinted differentially methylated regions (GRB10 ICR, H19 ICR, KvDMR, SNRPN/SNURF ICR, IGF2 DMR0, and IGF2 DMR2) were analyzed in DNA from leukocytes and mammary tissue (normal, benign diseases, or malignant tumors) from 87 women with and without breast cancer (average age of cancer patients: 53; range: 31-77). Correlations between genomic variants and DNA methylation at the studied loci could not be assessed, making it impossible to exclude such effects. Methylation levels observed in leukocyte and mammary tissue DNA were close to the 50% expected for monoallellic methylation. While no correlation was observed between leukocyte and mammary tissue DNA methylation for most of the analyzed imprinted genes, Spearman's correlations were statistically significant for IGF2 DMR0 and IGF2 DMR2, although absolute methylation levels differed. Leukocyte DNA methylation levels of selected imprinted genes may therefore serve as surrogate markers of DNA methylation in cancer tissue.
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Affiliation(s)
- Ludovic Barault
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Rachel E. Ellsworth
- Clinical Breast Care Project, Henry M. Jackson Foundation for the Advancement of Military Medicine, Windber, Pennsylvania, United States of America
| | - Holly R. Harris
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Allyson L. Valente
- Clinical Breast Care Project, Windber Research Institute, Windber, Pennsylvania, United States of America
| | - Craig D. Shriver
- Clinical Breast Care Project, Walter Reed Army Medical Center, Washington, District of Columbia, United States of America
| | - Karin B. Michels
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
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189
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Soto-Ramírez N, Arshad SH, Holloway JW, Zhang H, Schauberger E, Ewart S, Patil V, Karmaus W. The interaction of genetic variants and DNA methylation of the interleukin-4 receptor gene increase the risk of asthma at age 18 years. Clin Epigenetics 2013; 5:1. [PMID: 23286427 PMCID: PMC3544634 DOI: 10.1186/1868-7083-5-1] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2012] [Accepted: 12/05/2012] [Indexed: 12/20/2022] Open
Abstract
Background The occurrence of asthma is weakly explained by known genetic variants. Epigenetic marks, DNA methylation (DNA-M) in particular, are considered to add to the explanation of asthma. However, no etiological model has yet been developed that integrates genetic variants and DNA-M. To explore a new model, we focused on one asthma candidate gene, the IL-4 receptor (IL4R). We hypothesized that genetic variants of IL4R in interaction with DNA-M at cytosine-phosphate-guanine (CpG) sites jointly alter the risk of asthma during adolescence. Blood samples were collected at age 18 years from 245 female cohort participants randomly selected for methylation analysis from a birth cohort (n = 1,456, Isle of Wight, UK). Genome-wide DNA-M was assessed using the Illumina Infinium HumanMethylation450 BeadChip. Results Thirteen single nucleotide polymorphisms (SNPs) and twelve CpG sites of IL4R gene were analyzed. Based on linkage disequilibrium and association with asthma, eight SNPs and one CpG site were selected for further analyses. Of the twelve CpG sites in the IL4R gene, only methylation levels of cg09791102 showed an association with asthma at age 18 years (Wilcoxon test: P = 0.01). Log-linear models were used to estimate risk ratios (RRs) for asthma adjusting for uncorrelated SNPs within the IL4R gene and covariates. Testing for interaction between the eight SNPs and the methylation levels of cg09791102 on the risk for asthma at age 18 years, we identified the statistically significant interaction term of SNP rs3024685 × methylation levels of cg09791102 (P = 0.002; after adjusting for false discovery rate). A total of 84 participants had methylation levels ≤0.88, 112 participants between 0.89 and 0.90, and 35 between 0.91 and 0.92. For the SNP rs3024685 (‘CC’ vs. ‘TT’) at methylation levels of ≤0.85, 0.86, 0.90, 0.91, and 0.92, the RRs were 0.01, 0.04, 4.65, 14.76, 14.90, respectively (interaction effect, P = 0.0003). Conclusions Adjusting for multiple testing, our results suggest that DNA-M modulates the risk of asthma related to genetic variants in the IL4R gene. The strong interaction of one SNP and DNA-M is encouraging and provides a novel model of how a joint effect of genetic variants and DNA-M can explain occurrence of asthma.
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Affiliation(s)
- Nelís Soto-Ramírez
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, 800 Sumter Street, Columbia, SC, 29208, USA.
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190
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Guénard F, Tchernof A, Deshaies Y, Cianflone K, Kral JG, Marceau P, Vohl MC. Methylation and expression of immune and inflammatory genes in the offspring of bariatric bypass surgery patients. J Obes 2013; 2013:492170. [PMID: 23840945 PMCID: PMC3693160 DOI: 10.1155/2013/492170] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Revised: 05/17/2013] [Accepted: 05/22/2013] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Maternal obesity, excess weight gain and overnutrition during pregnancy increase risks of obesity, type 2 diabetes mellitus, and cardiovascular disease in the offspring. Maternal biliopancreatic diversion is an effective treatment for severe obesity and is beneficial for offspring born after maternal surgery (AMS). These offspring exhibit lower severe obesity prevalence and improved cardiometabolic risk factors including inflammatory marker compared to siblings born before maternal surgery (BMS). OBJECTIVE To assess relationships between maternal bariatric surgery and the methylation/expression of genes involved in the immune and inflammatory pathways. METHODS A differential gene methylation analysis was conducted in a sibling cohort of 25 BMS and 25 AMS offspring from 20 mothers. Following differential gene expression analysis (23 BMS and 23 AMS), pathway analysis was conducted. Correlations between gene methylation/expression and circulating inflammatory markers were computed. RESULTS Five immune and inflammatory pathways with significant overrepresentation of both differential gene methylation and expression were identified. In the IL-8 pathway, gene methylation correlated with both gene expression and plasma C-reactive protein levels. CONCLUSION These results suggest that improvements in cardiometabolic risk markers in AMS compared to BMS offspring may be mediated through differential methylation of genes involved in immune and inflammatory pathways.
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Affiliation(s)
- Frédéric Guénard
- Department of Food Science and Nutrition, Institute of Nutrition and Functional Foods (INAF), Laval University, Québec, QC, Canada G1V 0A6
- Endocrinology and Nephrology, CHU de Québec Research Center, Québec, QC, Canada G1V 4G2
| | - André Tchernof
- Endocrinology and Nephrology, CHU de Québec Research Center, Québec, QC, Canada G1V 4G2
- Québec Heart and Lung Institute, Québec, QC, Canada G1V 4G5
| | - Yves Deshaies
- Québec Heart and Lung Institute, Québec, QC, Canada G1V 4G5
- Department of Medicine, Laval University, Québec, QC, Canada G1V 0A6
| | - Katherine Cianflone
- Québec Heart and Lung Institute, Québec, QC, Canada G1V 4G5
- Department of Medicine, Laval University, Québec, QC, Canada G1V 0A6
| | - John G. Kral
- Department of Surgery, SUNY Downstate Medical Center, Brooklyn, NY 11203, USA
| | - Picard Marceau
- Québec Heart and Lung Institute, Québec, QC, Canada G1V 4G5
- Department of Surgery, Laval University, Québec, QC, Canada G1V 0A6
| | - Marie-Claude Vohl
- Department of Food Science and Nutrition, Institute of Nutrition and Functional Foods (INAF), Laval University, Québec, QC, Canada G1V 0A6
- Endocrinology and Nephrology, CHU de Québec Research Center, Québec, QC, Canada G1V 4G2
- *Marie-Claude Vohl:
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191
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Essex MJ, Boyce WT, Hertzman C, Lam LL, Armstrong JM, Neumann SMA, Kobor MS. Epigenetic vestiges of early developmental adversity: childhood stress exposure and DNA methylation in adolescence. Child Dev 2013; 84:58-75. [PMID: 21883162 PMCID: PMC3235257 DOI: 10.1111/j.1467-8624.2011.01641.x] [Citation(s) in RCA: 338] [Impact Index Per Article: 30.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Fifteen-year-old adolescents (N = 109) in a longitudinal study of child development were recruited to examine differences in DNA methylation in relation to parent reports of adversity during the adolescents' infancy and preschool periods. Microarray technology applied to 28,000 cytosine-guanine dinucleotide sites within DNA derived from buccal epithelial cells showed differential methylation among adolescents whose parents reported high levels of stress during their children's early lives. Maternal stressors in infancy and paternal stressors in the preschool years were most strongly predictive of differential methylation, and the patterning of such epigenetic marks varied by children's gender. To the authors' knowledge, this is the first report of prospective associations between adversities in early childhood and the epigenetic conformation of adolescents' genomic DNA.
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Affiliation(s)
- Marilyn J Essex
- University of Wisconsin School of Medicine and Public Health.
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192
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Drake AJ, McPherson RC, Godfrey KM, Cooper C, Lillycrop KA, Hanson MA, Meehan RR, Seckl JR, Reynolds RM. An unbalanced maternal diet in pregnancy associates with offspring epigenetic changes in genes controlling glucocorticoid action and foetal growth. Clin Endocrinol (Oxf) 2012; 77:808-15. [PMID: 22642564 DOI: 10.1111/j.1365-2265.2012.04453.x] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
OBJECTIVE In epidemiological studies, adverse early-life conditions associate with subsequent cardiometabolic disease. Hypothesized causes include maternal malnutrition, foetal glucocorticoid overexposure and reduced growth factors. Animal studies suggest a role for epigenetic processes in maintaining early-life effects into adulthood, but human relevance is unknown. We aimed to investigate relationships between an unbalanced maternal diet in pregnancy, neonatal and adult anthropometric variables with methylation at key genes controlling tissue glucocorticoid action and foetal growth. DESIGN We studied 34 individuals aged 40 from the Motherwell cohort study whose mothers ate an unbalanced diet in pregnancy, previously linked with elevated blood pressure and cortisol in adult offspring. MEASUREMENTS DNA methylation at 11β-hydroxysteroid dehydrogenase type 2 (HSD2), glucocorticoid receptor (GR) and insulin-like growth factor 2 (IGF2) was measured by pyrosequencing on buffy coat DNA. RESULTS Methylation at specific CpGs in the HSD2 promoter and at one of the IGF2 differentially methylated regions (H19 ICR) correlated with neonatal anthropometric variables. CpG methylation within HSD2, GR and H19 ICR was positively associated with increased adiposity and blood pressure in adulthood. Methylation at GR (exon 1F) was increased in offspring of mothers with the most unbalanced diets in pregnancy. CONCLUSIONS Alterations in DNA methylation at genes important in regulating circulating cortisol levels, tissue glucocorticoid action, blood pressure and foetal growth are present in adulthood in association with both early-life parameters and cardiometabolic risk factors. The data indicate a persisting epigenetic link between early-life maternal diet and/or foetal growth and cardiovascular disease risk in humans.
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Affiliation(s)
- Amanda J Drake
- Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
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193
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Jiang X, Bar HY, Yan J, Jones S, Brannon PM, West AA, Perry CA, Ganti A, Pressman E, Devapatla S, Vermeylen F, Wells MT, Caudill MA. A higher maternal choline intake among third‐trimester pregnant women lowers placental and circulating concentrations of the antiangiogenic factor fms‐like tyrosine kinase‐1 (sFLT1). FASEB J 2012. [DOI: 10.1096/fj.12-221648] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Xinyin Jiang
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
| | - Haim Y. Bar
- Cornell University Statistical Consulting UnitCornell UniversityIthacaNew YorkUSA
| | - Jian Yan
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
| | - Sara Jones
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
| | - Patsy M. Brannon
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
| | - Allyson A. West
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
| | - Cydne A. Perry
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
| | - Anita Ganti
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
| | - Eva Pressman
- Department of Obstetrics and GynecologyUniversity of Rochester Medical CenterRochesterNew YorkUSA
| | | | - Francoise Vermeylen
- Cornell University Statistical Consulting UnitCornell UniversityIthacaNew YorkUSA
| | - Martin T. Wells
- Department of Statistical ScienceCornell UniversityIthacaNew YorkUSA
| | - Marie A. Caudill
- Division of Nutritional SciencesCornell UniversityIthacaNew YorkUSA
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194
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Jacoby M, Gohrbandt S, Clausse V, Brons NH, Muller CP. Interindividual variability and co-regulation of DNA methylation differ among blood cell populations. Epigenetics 2012; 7:1421-34. [PMID: 23151460 DOI: 10.4161/epi.22845] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
DNA methylation regulates gene expression in a cell-type specific way. Although peripheral blood mononuclear cells (PBMCs) comprise a heterogeneous cell population, most studies of DNA methylation in blood are performed on total mononuclear cells. In this study, we investigated high resolution methylation profiles of 58 CpG sites dispersed over eight immune response genes in multiple purified blood cells from healthy adults and newborns. Adjacent CpG sites showed methylation levels that were increasingly correlated in adult blood vs. cord blood. Thus, while interindividual variability increases from newborn to adult blood, the underlying methylation changes may not be merely stochastic, but seem to be orchestrated as clusters of adjacent CpG sites. Multiple linear regression analysis showed that interindividual methylation variability was influenced by distance of average methylation levels to the closest border (0 or 100%), presence of transcription factor binding sites, CpG conservation across species and age. Furthermore, CD4+ and CD14+ cell types were negative predictors of methylation variability. Concerns that PBMC methylation differences may be confounded by variations in blood cell composition were justified for CpG sites with large methylation differences across cell types, such as in the IFN-γ gene promoter. Taken together, our data suggest that unsorted mononuclear cells are reasonable surrogates of CD8+ and, to a lesser extent, CD4+ T cell methylation in adult peripheral, but not in neonatal, cord blood.
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Affiliation(s)
- Monique Jacoby
- Institute of Immunology, Centre de Recherche Public de la Santé/Laboratoire National de Santé, Luxembourg, Luxembourg
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195
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Adalsteinsson BT, Gudnason H, Aspelund T, Harris TB, Launer LJ, Eiriksdottir G, Smith AV, Gudnason V. Heterogeneity in white blood cells has potential to confound DNA methylation measurements. PLoS One 2012; 7:e46705. [PMID: 23071618 PMCID: PMC3465258 DOI: 10.1371/journal.pone.0046705] [Citation(s) in RCA: 166] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2012] [Accepted: 09/06/2012] [Indexed: 12/22/2022] Open
Abstract
Epigenetic studies are commonly conducted on DNA from tissue samples. However, tissues are ensembles of cells that may each have their own epigenetic profile, and therefore inter-individual cellular heterogeneity may compromise these studies. Here, we explore the potential for such confounding on DNA methylation measurement outcomes when using DNA from whole blood. DNA methylation was measured using pyrosequencing-based methodology in whole blood (n = 50-179) and in two white blood cell fractions (n = 20), isolated using density gradient centrifugation, in four CGIs (CpG Islands) located in genes HHEX (10 CpG sites assayed), KCNJ11 (8 CpGs), KCNQ1 (4 CpGs) and PM20D1 (7 CpGs). Cellular heterogeneity (variation in proportional white blood cell counts of neutrophils, lymphocytes, monocytes, eosinophils and basophils, counted by an automated cell counter) explained up to 40% (p<0.0001) of the inter-individual variation in whole blood DNA methylation levels in the HHEX CGI, but not a significant proportion of the variation in the other three CGIs tested. DNA methylation levels in the two cell fractions, polymorphonuclear and mononuclear cells, differed significantly in the HHEX CGI; specifically the average absolute difference ranged between 3.4-15.7 percentage points per CpG site. In the other three CGIs tested, methylation levels in the two fractions did not differ significantly, and/or the difference was more moderate. In the examined CGIs, methylation levels were highly correlated between cell fractions. In summary, our analysis detects region-specific differential DNA methylation between white blood cell subtypes, which can confound the outcome of whole blood DNA methylation measurements. Finally, by demonstrating the high correlation between methylation levels in cell fractions, our results suggest a possibility to use a proportional number of a single white blood cell type to correct for this confounding effect in analyses.
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Affiliation(s)
- Bjorn T. Adalsteinsson
- Icelandic Heart Association, Kopavogur, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | | | - Thor Aspelund
- Icelandic Heart Association, Kopavogur, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Tamara B. Harris
- Laboratory of Epidemiology, Demography, and Biometry, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, United States of America
| | - Lenore J. Launer
- Laboratory of Epidemiology, Demography, and Biometry, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, United States of America
| | | | - Albert V. Smith
- Icelandic Heart Association, Kopavogur, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Vilmundur Gudnason
- Icelandic Heart Association, Kopavogur, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
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196
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Liu S. Epigenetics advancing personalized nanomedicine in cancer therapy. Adv Drug Deliv Rev 2012; 64:1532-43. [PMID: 22921595 DOI: 10.1016/j.addr.2012.08.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2012] [Revised: 07/27/2012] [Accepted: 08/09/2012] [Indexed: 02/06/2023]
Abstract
Personalized medicine aims to deliver the right drug to a right patient at the right time. It offers unique opportunities to integrate new technologies and concepts to disease prognosis, diagnosis and therapeutics. While selective personalized therapies are conceptually impressive, the majority of cancer therapies have dismal outcome. Such therapeutic failure could result from no response, drug resistance, disease relapse or severe side effect from improper drug delivery. Nanomedicine, the application of nanotechnology in medicine, has a potential to advance the identification of diagnostic and prognostic biomarkers and the delivery of right drug to disease sites. Epigenetic aberrations dynamically contribute to cancer pathogenesis. Given the individualized traits of epigenetic biomarkers, epigenetic considerations would significantly refine personalized nanomedicine. This review aims to dissect the interface of personalized medicine with nanomedicine and epigenetics. I will outline the progress and highlight challenges and areas that can be further explored perfecting the personalized health care.
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197
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Abstract
With the desire to assess genetic variation across the lifespan in large-scale collaborative projects, one question is whether inference of copy number (CN) is sensitive to the source of material for deoxyribonucleic acid (DNA) analysis (e.g., blood and buccal) and another question is whether CN is stable as individual sage. Here, we address these questions by applying Affymetrix 6.0 single nucleotide polymorphism (SNP)micro-arrays to 1,472 DNA samples from 710 individuals from the Netherlands Twin Register, including twin and non-twin individuals (372 with buccal and blood derived DNA and 388 with longitudinal data).Similar concordance for CN and genotype inference between samples from the same individual [or from the monozygotic (MZ) co-twins] was found for blood and buccal tissues. There was a small but statistically significant decrease in across-tissue concordance compared with concordance of samples from the same tissue type. No temporal effect was seen on CN variation from the 388 individuals sampled at two time points ranging from 1 to 12 years apart. The majority of our individuals were sampled at age younger than 20 years. Genotype concordance was very high (~ > 99%) between co-twins from 43 MZ pairs. For75 dizygotic (DZ) pairs, ~was ~65%. CN estimates were highly consistent between co-twins from MZ pairs for both deletions (f?2 ~ 90%) and duplications (~ ~ 86%). For DZ, these were similar for within-individual comparisons, but naturally lower between co-twins (~ ~ 50-60%). These results suggest that DNA from buccal samples perform as well as DNA from blood samples on the current generation of micro-array technologies.
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198
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Ziyab AH, Karmaus W, Holloway JW, Zhang H, Ewart S, Arshad SH. DNA methylation of the filaggrin gene adds to the risk of eczema associated with loss-of-function variants. J Eur Acad Dermatol Venereol 2012; 27:e420-3. [PMID: 23003573 DOI: 10.1111/jdv.12000] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Loss-of-function variants within the filaggrin gene (FLG) are associated with a dysfunctional skin barrier that contributes to the development of eczema. Epigenetic modifications, such as DNA methylation, are genetic regulatory mechanisms that modulate gene expression without changing the DNA sequence. OBJECTIVES To investigate whether genetic variants and adjacent differential DNA methylation within the FLG gene synergistically act on the development of eczema. METHODS A subsample (n = 245, only females aged 18 years) of the Isle of Wight birth cohort participants (n = 1456) had available information for FLG variants R501X, 2282del4 and S3247X and DNA methylation levels for 10 CpG sites within the FLG gene. Log-binomial regression was used to estimate the risk ratios (RRs) of eczema associated with FLG variants at different methylation levels. RESULTS The period prevalence of eczema was 15.2% at age 18 years and 9.0% of participants were carriers (heterozygous) of FLG variants. Of the 10 CpG sites spanning the genomic region of FLG, methylation levels of CpG site 'cg07548383' showed a significant interaction with FLG sequence variants on the risk for eczema. At 86% methylation level, filaggrin haploinsufficient individuals had a 5.48-fold increased risk of eczema when compared to those with wild type FLG genotype (P-value = 0.0008). CONCLUSIONS Our novel results indicated that the association between FLG loss-of-function variants and eczema is modulated by DNA methylation. Simultaneously assessing the joint effect of genetic and epigenetic factors within the FLG gene further highlights the importance of this genomic region for eczema manifestation.
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Affiliation(s)
- A H Ziyab
- Department of Epidemiology and Biostatistics, Norman J. Arnold School of Public Health, University of South Carolina, Columbia, SC, USA Department of Community Medicine and Behavioral Sciences, Faculty of Medicine, Kuwait University, Kuwait Academic Unit of Clinical and Experimental Medicine, Faculty of Medicine, University of Southampton, Southampton, UK College of Veterinary Medicine, Michigan State University, East Lansing, MI, USA Academic Unit of Human Genetics, Faculty of Medicine, University of Southampton, Southampton, UK David Hide Asthma and Allergy Research Centre, Isle of Wight, UK
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199
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Daugela L, Nüsgen N, Walier M, Oldenburg J, Schwaab R, El-Maarri O. Measurements of DNA methylation at seven loci in various tissues of CD1 mice. PLoS One 2012; 7:e44585. [PMID: 22970256 PMCID: PMC3436786 DOI: 10.1371/journal.pone.0044585] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2011] [Accepted: 08/09/2012] [Indexed: 12/18/2022] Open
Abstract
In humans, considerable variation in methylation at single loci and repetitive elements in various cells and tissues is observed. Recently, several inter- and intra-tissue correlations for DNA methylation have been reported. To investigate the extent and reproducibility of such correlations, we investigated inter- and intra-tissue methylation correlations among seven different loci in 9 different tissues in a population of 100 healthy seven-week-old CD1 outbred mice. We used a highly quantitative approach to measure methylation levels to high accuracy at two single loci in the alpha-actin and myosine light chain promoters, at three differentially methylated regions of the Peg3, Snrpn and Lit1 genes associated with imprinted loci, and at two repetitive elements in the Line-1 and IAP-LTR genes in the various tissues. In this population of mice, methylation at several loci was sex-associated and intra-tissue correlations among the studied loci were observed for brain and spleen. Inter-tissue correlations were rarely observed. To investigate method-dependent experimental variability, we re-analyzed the same spleen and tongue samples using SIRPH and pyrosequencing methods and reconfirmed intra-tissue correlations for spleen and sex-associated correlations for DNA methylation for tongue. When we repeated DNA methylation measurements for a second mouse population raised under similar conditions three months later, we did not detect sex-associated or intra-tissues correlations. Additional studies that examine large numbers of loci may be required to further understand the factors that influence stability of DNA methylation.
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Affiliation(s)
- Laurynas Daugela
- Institute of Experimental Hematology and Transfusion Medicine, University of Bonn, Bonn, Germany
| | - Nicole Nüsgen
- Institute of Experimental Hematology and Transfusion Medicine, University of Bonn, Bonn, Germany
| | - Maja Walier
- Institute of Medical Biometry, Informatics and Epidemiology (IMBIE), University of Bonn, Bonn, Germany
| | - Johannes Oldenburg
- Institute of Experimental Hematology and Transfusion Medicine, University of Bonn, Bonn, Germany
| | - Rainer Schwaab
- Institute of Experimental Hematology and Transfusion Medicine, University of Bonn, Bonn, Germany
| | - Osman El-Maarri
- Institute of Experimental Hematology and Transfusion Medicine, University of Bonn, Bonn, Germany
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200
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Epigenomic diversity of colorectal cancer. Epigenomics 2012. [DOI: 10.1017/cbo9780511777271.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
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