The Relationship of DNA Methylation with Age, Gender and Genotype in Twins and Healthy Controls

Cytosine-5 methylation within CpG dinucleotides is a potentially important mechanism of epigenetic influence on human traits and disease. In addition to influences of age and gender, genetic control of DNA methylation levels has recently been described. We used whole blood genomic DNA in a twin set (23 MZ twin-pairs and 23 DZ twin-pairs, N = 92) as well as healthy controls (N = 96) to investigate heritability and relationship with age and gender of selected DNA methylation profiles using readily commercially available GoldenGate bead array technology. Despite the inability to detect meaningful methylation differences in the majority of CpG loci due to tissue type and locus selection issues, we found replicable significant associations of DNA methylation with age and gender. We identified associations of genetically heritable single nucleotide polymorphisms with large differences in DNA methylation levels near the polymorphism (cis effects) as well as associations with much smaller differences in DNA methylation levels elsewhere in the human genome (trans effects). Our results demonstrate the feasibility of array-based approaches in studies of DNA methylation and highlight the vast differences between individual loci. The identification of CpG loci of which DNA methylation levels are under genetic control or are related to age or gender will facilitate further studies into the role of DNA methylation and disease.

[1]  David I. K. Martin,et al.  Germ-line epigenetic modification of the murine Avy allele by nutritional supplementation , 2006, Proceedings of the National Academy of Sciences.

[2]  Wei Jiang,et al.  High-throughput DNA methylation profiling using universal bead arrays. , 2006, Genome research.

[3]  D. Brutlag,et al.  A genome-wide analysis of CpG dinucleotides in the human genome distinguishes two distinct classes of promoters , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[4]  Hiroki Nagase,et al.  Association of tissue-specific differentially methylated regions (TDMs) with differential gene expression. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[5]  M. Aladjem,et al.  DNA Methylation Supports Intrinsic Epigenetic Memory in Mammalian Cells , 2006, PLoS genetics.

[6]  C. Fuke,et al.  Age Related Changes in 5‐methylcytosine Content in Human Peripheral Leukocytes and Placentas: an HPLC‐based Study , 2004, Annals of human genetics.

[7]  M. Pellegrini,et al.  X-inactivation in female human embryonic stem cells is in a nonrandom pattern and prone to epigenetic alterations , 2008, Proceedings of the National Academy of Sciences.

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

[9]  G. Abecasis,et al.  A note on exact tests of Hardy-Weinberg equilibrium. , 2005, American journal of human genetics.

[10]  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.

[11]  P. Visscher,et al.  DNA methylation profiles in monozygotic and dizygotic twins , 2009, Nature Genetics.

[12]  I. Weaver,et al.  Maternal care effects on the hippocampal transcriptome and anxiety-mediated behaviors in the offspring that are reversible in adulthood. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[13]  Shiva M. Singh,et al.  DNA methylation and mRNA expression of SYN III, a candidate gene for schizophrenia , 2008, BMC Medical Genetics.

[14]  A. Bird DNA methylation patterns and epigenetic memory. , 2002, Genes & development.

[15]  K. Muegge,et al.  DNA methylation in early development , 2010, Molecular reproduction and development.

[16]  M. Zavolan,et al.  MicroRNAs control de novo DNA methylation through regulation of transcriptional repressors in mouse embryonic stem cells , 2008, Nature Structural &Molecular Biology.

[17]  Albert Jeltsch,et al.  Cyclical DNA methylation of a transcriptionally active promoter , 2008, Nature.

[18]  G. Hannon,et al.  A mammalian microRNA cluster controls DNA methylation and telomere recombination via Rbl2-dependent regulation of DNA methyltransferases , 2008, Nature Structural &Molecular Biology.

[19]  H. Grüneberg,et al.  Introduction to quantitative genetics , 1960 .

[20]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.

[21]  S. Baylin,et al.  Methylation of the estrogen receptor gene CpG island marks loss of estrogen receptor expression in human breast cancer cells. , 1994, Cancer research.

[22]  C. Allis,et al.  Epigenetics: A Landscape Takes Shape , 2007, Cell.

[23]  S. Baylin,et al.  Switch from monoallelic to biallelic human IGF2 promoter methylation during aging and carcinogenesis. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[24]  M. Ehrlich,et al.  Amount and distribution of 5-methylcytosine in human DNA from different types of tissues of cells. , 1982, Nucleic acids research.

[25]  Antony V. Cox,et al.  DNA Methylation Profiling of the Human Major Histocompatibility Complex: A Pilot Study for the Human Epigenome Project , 2004, PLoS biology.

[26]  V. Rakyan,et al.  Transgenerational inheritance of epigenetic states at the murine AxinFu allele occurs after maternal and paternal transmission , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[27]  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.

[28]  Peter A. Jones,et al.  Epigenetics in cancer. , 2010, Carcinogenesis.

[29]  S. Apostolidou,et al.  An association between variants in the IGF2 gene and Beckwith-Wiedemann syndrome: interaction between genotype and epigenotype. , 2003, Human molecular genetics.

[30]  D. Duffy,et al.  Increased DNA methylation at the AXIN1 gene in a monozygotic twin from a pair discordant for a caudal duplication anomaly. , 2006, American journal of human genetics.

[31]  A. Riggs,et al.  Dynamic methylation adjustment and counting as part of imprinting mechanisms. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[32]  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.

[33]  I. Gottesman,et al.  Not really identical: Epigenetic differences in monozygotic twins and implications for twin studies in psychiatry , 2009, American journal of medical genetics. Part C, Seminars in medical genetics.

[34]  A. Riggs,et al.  A human B cell methylome at 100−base pair resolution , 2009, Proceedings of the National Academy of Sciences.

[35]  C. Connor,et al.  DNA methylation changes in schizophrenia and bipolar disorder , 2008, Epigenetics.

[36]  A. Caspi,et al.  Evidence for monozygotic twin (MZ) discordance in methylation level at two CpG sites in the promoter region of the catechol‐O‐methyltransferase (COMT) gene , 2006, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

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

[38]  A. Paterson,et al.  Monozygotic twins exhibit numerous epigenetic differences: clues to twin discordance? , 2003, Schizophrenia bulletin.

[39]  A. Razin,et al.  The imprinting box of the mouse Igf2r gene , 1999, Nature.

[40]  R. Singal,et al.  DNA methylation and apoptosis. , 2006, Molecular immunology.

[41]  S. Tavaré,et al.  Lack of increases in methylation at three CpG-rich genomic loci in non-mitotic adult tissues during aging , 2007, BMC Medical Genetics.

[42]  Hiroki Nagase,et al.  Analysis of tissue-specific differentially methylated regions (TDMs) in humans. , 2007, Genomics.

[43]  Sun-Chong Wang,et al.  Intra- and interindividual epigenetic variation in human germ cells. , 2006, American journal of human genetics.

[44]  Jingde Zhu,et al.  The DNA methylation profile within the 5′-regulatory region of DRD2 in discordant sib pairs with schizophrenia , 2007, Schizophrenia Research.

[45]  R. Alberts,et al.  Sequence Polymorphisms Cause Many False cis eQTLs , 2007, PloS one.

[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]  Y. Benjamini,et al.  Quantitative Trait Loci Analysis Using the False Discovery Rate , 2005, Genetics.

[48]  H. Nagase,et al.  Epigenetics: differential DNA methylation in mammalian somatic tissues , 2008, The FEBS journal.