Variation, patterns, and temporal stability of DNA methylation: considerations for epigenetic epidemiology

The prospect of finding epigenetic risk factors for complex diseases would be greatly enhanced if DNA from existing biobanks, which is generally extracted from whole blood, could be used to perform epigenetic association studies. We characterized features of DNA methylation at 16 candidate loci, 8 of which were imprinted, in DNA samples from the Netherlands Twin Register biobank. Except for un‐methylated or fully methylated sites, CpG methylation varied considerably in a sample of 30 unrelated individuals. This variation remained after accounting for the cellular heterogeneity of blood. Methylation of CpG sites was correlated within loci and, for 4 imprinted loci, across chromosomes. In 34 additional individuals, we investigated the DNA methylation of 8 representative loci in 2 longitudinal blood and 2 longitudinal buccal cell samples (follow‐up 11–20 and 2–8 yr, respectively). Five of 8 loci were stable over time (ρ>0.75) in both tissues, indicating that prospective epigenetic studies may be possible. For 4 loci, the DNA methylation in blood (mesoderm) correlated with that in the buccal cells (ectoderm) (ρ>0.75). Our data suggest that epigenetic studies on complex diseases may be feasible for a proportion of genomic loci provided that they are carefully designed.—Talens, R. P., Boomsma, D. I., Tobi, E. W., Kremer, D., Jukema, J. W., Willemsen, G., Putter, H., Slagboom, P. E., Heijmans, B. T. Variation, patterns, and temporal stability of DNA methylation: considerations for epigenetic epidemiology. FASEB J. 24, 3135–3144 (2010). www.fasebj.org

[1]  Brady T. West,et al.  Linear Mixed Models: A Practical Guide Using Statistical Software , 2006 .

[2]  D. Bonthron,et al.  The human GNAS1 gene is imprinted and encodes distinct paternally and biallelically expressed G proteins. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[3]  John M. Greally,et al.  A pipeline for the quantitative analysis of CG dinucleotide methylation using mass spectrometry , 2009, Bioinform..

[4]  A. Petronis,et al.  Human morbid genetics revisited: relevance of epigenetics. , 2001, Trends in genetics : TIG.

[5]  Douglas G. Altman,et al.  Practical statistics for medical research , 1990 .

[6]  A. Feinberg,et al.  Loss of IGF2 Imprinting: A Potential Marker of Colorectal Cancer Risk , 2003, Science.

[7]  P. Slagboom,et al.  The epigenome: Archive of the prenatal environment , 2009, Epigenetics.

[8]  T. Kouzarides Chromatin Modifications and Their Function , 2007, Cell.

[9]  Thomas Lengauer,et al.  Inter-individual variation of DNA methylation and its implications for large-scale epigenome mapping , 2008, Nucleic acids research.

[10]  T. Bestor,et al.  Dnmt3L and the Establishment of Maternal Genomic Imprints , 2001, Science.

[11]  A. Feinberg,et al.  Intra-individual change over time in DNA methylation with familial clustering. , 2008, JAMA.

[12]  Ji-Eun Kim Regulation of tumor necrosis factor-alpha induced apoptosis via posttranslational modifications in a human colon adenocarcinoma cell line , 2004 .

[13]  P. Tam The International HapMap Consortium. The International HapMap Project (Co-PI of Hong Kong Centre which responsible for 2.5% of genome) , 2003 .

[14]  D. Bonthron,et al.  An imprinted antisense transcript at the human GNAS1 locus. , 2000, Human molecular genetics.

[15]  James D. Brenton,et al.  Somatically acquired hypomethylation of IGF2 in breast and colorectal cancer , 2008, Human molecular genetics.

[16]  A. Bird,et al.  Epigenetic regulation of gene expression: how the genome integrates intrinsic and environmental signals , 2003, Nature Genetics.

[17]  R. Waterland,et al.  Epigenetic epidemiology of the developmental origins hypothesis. , 2007, Annual review of nutrition.

[18]  M. Turunen,et al.  Epigenetics and atherosclerosis. , 2009, Biochimica et biophysica acta.

[19]  S Ramchandani,et al.  DNA methylation is a reversible biological signal. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[20]  Hyun-Dong Chang,et al.  IL-10 Is Excluded from the Functional Cytokine Memory of Human CD4+ Memory T Lymphocytes1 , 2007, The Journal of Immunology.

[21]  Hein Putter,et al.  Persistent epigenetic differences associated with prenatal exposure to famine in humans , 2008, Proceedings of the National Academy of Sciences.

[22]  Rainer Schwaab,et al.  Gender specific differences in levels of DNA methylation at selected loci from human total blood: a tendency toward higher methylation levels in males , 2007, Human Genetics.

[23]  A. Feinberg Epigenetics at the epicenter of modern medicine. , 2008, JAMA.

[24]  E. Lander,et al.  The Mammalian Epigenome , 2007, Cell.

[25]  J. Herman,et al.  Methylation-specific PCR: a novel PCR assay for methylation status of CpG islands. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[26]  Lee E. Edsall,et al.  Human DNA methylomes at base resolution show widespread epigenomic differences , 2009, Nature.

[27]  L. Shaffer,et al.  Allele-specific methylation of a functional CTCF binding site upstream of MEG3 in the human imprinted domain of 14q32 , 2005, Chromosome Research.

[28]  H. Putter,et al.  DNA methylation differences after exposure to prenatal famine are common and timing- and sex-specific. , 2009, Human molecular genetics.

[29]  M. Wabitsch,et al.  Leptin Gene Expression in Human Preadipocytes Is Switched on by Maturation-induced Demethylation of Distinct CpGs in Its Proximal Promoter* , 2002, The Journal of Biological Chemistry.

[30]  G J Blauw,et al.  Cohort profile: the Dutch Hunger Winter families study. , 2007, International journal of epidemiology.

[31]  Michael J Meaney,et al.  Epigenetic programming by maternal behavior , 2004, Nature Neuroscience.

[32]  Tom H. Pringle,et al.  The human genome browser at UCSC. , 2002, Genome research.

[33]  Zachary D. Smith,et al.  High-throughput bisulfite sequencing in mammalian genomes. , 2009, Methods.

[34]  P. Sullivan,et al.  Genome-wide association of major depression: description of samples for the GAIN Major Depressive Disorder Study: NTR and NESDA biobank projects , 2008, European Journal of Human Genetics.

[35]  M. Pufulete,et al.  The Relationship between Gene-Specific DNA Methylation in Leukocytes and Normal Colorectal Mucosa in Subjects with and without Colorectal Tumors , 2009, Cancer Epidemiology Biomarkers & Prevention.

[36]  Antony V. Cox,et al.  Open access, freely available online PLoS BIOLOGY DNA Methylation Profiling of the Human Major Histocompatibility Complex: A Pilot Study , 2022 .

[37]  Kimberly D Siegmund,et al.  Epigenetic profiling of somatic tissues from human autopsy specimens identifies tissue- and individual-specific DNA methylation patterns. , 2009, Human molecular genetics.

[38]  Christina Thaller,et al.  Enhanced anxiety and stress-induced corticosterone release are associated with increased Crh expression in a mouse model of Rett syndrome , 2006, Proceedings of the National Academy of Sciences.

[39]  Long-Cheng Li,et al.  MethPrimer: designing primers for methylation PCRs , 2002, Bioinform..

[40]  G. Gilbert Linear Mixed Models: A Practical Guide Using Statistical Software , 2008 .

[41]  K. Sullivan,et al.  Epigenetic Regulation of Tumor Necrosis Factor Alpha , 2007, Molecular and Cellular Biology.

[42]  G. Martin Epigenetic drift in aging identical twins. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[43]  Tony Kouzarides,et al.  SnapShot: Histone-Modifying Enzymes , 2007, Cell.

[44]  Philip Stanier,et al.  Conserved methylation imprints in the human and mouse GRB10 genes with divergent allelic expression suggests differential reading of the same mark. , 2003, Human molecular genetics.

[45]  Lanlan Shen,et al.  Methods of DNA methylation analysis , 2007, Current opinion in clinical nutrition and metabolic care.

[46]  Dorret I Boomsma,et al.  Heritable rather than age-related environmental and stochastic factors dominate variation in DNA methylation of the human IGF2/H19 locus. , 2007, Human molecular genetics.

[47]  A. Bird,et al.  DNA methylation landscapes: provocative insights from epigenomics , 2008, Nature Reviews Genetics.

[48]  A. Feinberg,et al.  LIT1, an imprinted antisense RNA in the human KvLQT1 locus identified by screening for differentially expressed transcripts using monochromosomal hybrids. , 1999, Human molecular genetics.

[49]  Peter Gibbs,et al.  Cytosine methylation profiling of cancer cell lines , 2008, Proceedings of the National Academy of Sciences.

[50]  John K Field,et al.  Quantitative high-throughput analysis of DNA methylation patterns by base-specific cleavage and mass spectrometry. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[51]  C. Allis,et al.  DNMT3L connects unmethylated lysine 4 of histone H3 to de novo methylation of DNA , 2007, Nature.

[52]  Danielle Posthuma,et al.  Netherlands Twin Register: From Twins to Twin Families , 2006, Twin Research and Human Genetics.

[53]  R. Rosenfeld Nature , 2009, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[54]  Toshihiro Tanaka The International HapMap Project , 2003, Nature.

[55]  J. Landry,et al.  Long Terminal Repeats Are Used as Alternative Promoters for the Endothelin B Receptor and Apolipoprotein C-I Genes in Humans* , 2001, The Journal of Biological Chemistry.

[56]  J. Krushkal,et al.  Association Between Paternally Inherited Haplotypes Upstream of the Insulin Gene and Umbilical Cord IGF-II Levels , 2007, Pediatric Research.

[57]  T. Spector,et al.  Epigenetic differences arise during the lifetime of monozygotic twins. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[58]  Joel Schwartz,et al.  Decline in genomic DNA methylation through aging in a cohort of elderly subjects , 2009, Mechanisms of Ageing and Development.

[59]  Sebastian Böcker,et al.  High-throughput MALDI-TOF discovery of genomic sequence polymorphisms. , 2003, Genome research.

[60]  T. Langmann,et al.  Screening for functional sequence variations and mutations in ABCA1. , 2004, Atherosclerosis.

[61]  Terence Dwyer,et al.  American Journal of Epidemiology Review Prospects for Epigenetic Epidemiology , 2022 .

[62]  M. Leppert,et al.  Familial aggregation of abnormal methylation of parental alleles at the IGF2/H19 and IGF2R differentially methylated regions. , 2003, Human molecular genetics.

[63]  C. Lavazec,et al.  Expression switching in the stevor and Pfmc‐2TM superfamilies in Plasmodium falciparum , 2007, Molecular microbiology.

[64]  A. Feinberg,et al.  Genome-wide methylation analysis of human colon cancer reveals similar hypo- and hypermethylation at conserved tissue-specific CpG island shores , 2008, Nature Genetics.

[65]  S. Clark,et al.  Genomic profiling of CpG methylation and allelic specificity using quantitative high-throughput mass spectrometry: critical evaluation and improvements , 2007, Nucleic acids research.

[66]  Robert A. Waterland,et al.  Transposable Elements: Targets for Early Nutritional Effects on Epigenetic Gene Regulation , 2003, Molecular and Cellular Biology.

[67]  J. Jukema,et al.  Epigenetic histone acetylation modifiers in vascular remodelling – new targets for therapy in cardiovascular disease , 2008, Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation.