Abstract
The epigenome is highly plastic and reacts to the changing external conditions such as diet, lifestyle, and toxins throughout the lifespan. Epigenome-wide association studies (EWAS) provide an opportunity to identify epigenetic variants associated with such exposures and the associated suboptimal health outcomes. DNA methylation at 5-methylcytosine is a routinely interrogated epigenetic mark in such EWAS studies. However, depending upon the choice of biological sample, a reliable quantification of the change in methylome at a genomic locus is often confounded by cellular heterogeneity. In addition, the interpretation of cause and effect of this methylation diversity in epigenomes is further complicated by the contributions from genotype and its interaction with the environment, thereby warranting a more sophisticated approach to reliably measure and interpret EWAS findings. This chapter discusses the factors influencing the variability in DNA methylome and its implications on biological interpretations.
Abbreviations
- AHRR:
-
Aryl-hydrocarbon receptor repressor
- ASM:
-
Allele-specific methylation
- CGI:
-
CpG islands
- CNV:
-
Copy number variation
- CYP1A1:
-
Cytochrome P450 family 1 subfamily A member 1
- DNMT1:
-
DNA methyltransferase 1
- eQTL:
-
Expression quantitative trait locus
- EWAS:
-
Epigenome-wide association study
- FKBP5:
-
FK506 binding protein 5
- GNAS:
-
Guanine nucleotide binding protein, Alpha stimulating
- GRB10:
-
Growth factor receptor bound protein 10
- HIF1A:
-
Hypoxia-inducible factor 1-alpha
- LD:
-
Linkage disequilibrium
- MAT:
-
Methionine adenosyltransferase
- meQTL:
-
Methylation quantitative trait locus
- P-ASM:
-
Parent-of-origin allele-specific methylation
- PCR:
-
Polymerase chain reaction
- POP:
-
Persistent organic pollutant
- PTSD:
-
Post-traumatic stress disorder
- SAM:
-
S-adenosylmethionine
- S-ASM:
-
Sequence-dependent allele-specific methylation
- SNP:
-
Single nucleotide polymorphism
- TET:
-
Ten-eleven translocation
References
Aliev F et al (2014) Testing for measured gene-environment interaction: problems with the use of cross-product terms and a regression model reparameterization solution. Behav Genet 44(2):165–181
Antequera F, Bird A (1993) Number of CpG islands and genes in human and mouse. Proc Natl Acad Sci U S A 90(24):11995–11999
Arnaud P et al (2003) Conserved methylation imprints in the human and mouse GRB10 genes with divergent allelic expression suggests differential reading of the same mark. Hum Mol Genet 12(9):1005–1019
Ball MP et al (2009) Targeted and genome-scale strategies reveal gene-body methylation signatures in human cells. Nat Biotechnol 27(4):361–368. Available at: http://dx.doi.org/10.1038/nbt.1533
Bell JT et al (2011) DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines. Genome Biol 12(1):R10
Binder EB et al (2004) Polymorphisms in FKBP5 are associated with increased recurrence of depressive episodes and rapid response to antidepressant treatment. Nat Genet 36(12):1319–1325
Breitling LP et al (2011) Tobacco-smoking-related differential DNA methylation: 27K discovery and replication. Am J Hum Genet 88:450–457
Brenet F et al (2011) DNA methylation of the first exon is tightly linked to transcriptional silencing. PLoS One 6(1):e14524
Dominguez-Salas P et al (2014) Maternal nutrition at conception modulates DNA methylation of human metastable epialleles. Nat Commun 5:3746–3752
Druker R et al (2004) Complex patterns of transcription at the insertion site of a retrotransposon in the mouse. Nucleic Acids Res 32(19):5800–5808
Dudbridge F, Fletcher O (2014) Gene-environment dependence creates spurious gene-environment interaction. Am J Hum Genet 95(3):301–307
Duhl DM et al (1994) Neomorphic agouti mutations in obese yellow mice. Nat Genet 8(1):59–65
Duncan LE, Keller MC (2011) A critical review of the first 10 years of candidate gene-by-environment interaction research in psychiatry. Am J Psychiatr 168(10):1041–1049
Edgar R et al (2014) Meta-analysis of human methylomes reveals stably methylated sequences surrounding CpG islands associated with high gene expression. Epigenetics Chromatin 7(1):28
Elliott G et al (2015) Intermediate DNA methylation is a conserved signature of genome regulation. Nat Commun 6:6363
Finkelstein JD (2000) Pathways and regulation of homocysteine metabolism in mammals. Semin Thromb Hemost 26(3):219–225
Fraga MF et al (2005) Epigenetic differences arise during the lifetime of monozygotic twins. Proc Natl Acad Sci U S A 102(30):10604–10609
Gardiner-Garden M, Frommer M (1987) CpG Islands in vertebrate genomes. J Mol Biol 196(2):261–282
Gaunt TR et al (2016) Systematic identification of genetic influences on methylation across the human life course. Genome Biol 17(1):61
Germain-Lee EL et al (2002) Paternal imprinting of Gαs in the human thyroid as the basis of TSH resistance in pseudohypoparathyroidism type 1a. Biochem Biophys Res Commun 296(1):67–72
Gibbs JR et al (2010) Abundant quantitative trait loci exist for DNA methylation and gene expression in human brain. PLoS Genet 6(5):29
Gordon L et al (2012) Neonatal DNA methylation profile in human twins is specified by a complex interplay between intrauterine environmental and genetic factors, subject to tissue-specific influence. Genome Res 22(8):1395–1406
Haydak MH (1943) Larval food and development of castes in the honeybee. J Econ Ent 36:778–792
Hayward BE et al (2001) Imprinting of the Gsα gene GNAS1 in the pathogenesis of acromegaly. J Clin Investig 107(6)
He J et al (2015) Characterization and machine learning prediction of allele-specific DNA methylation. Genomics 106(6):331–339
Heyn H et al (2016) Epigenomic analysis detects aberrant super-enhancer DNA methylation in human cancer. Genome Biol 17:11–26
Huang J et al (2012) Telomere shortening and DNA damage of embryonic stem cells induced by cigarette smoke. Reprod Toxicol 35:89–95
Irizarry RA et al (2009) The human colon cancer methylome shows similar hypo- and hypermethylation at conserved tissue-specific CpG island shores. Nat Genet 41(2):178–186
Jaffe AE, Irizarry RA (2014) Accounting for cellular heterogeneity is critical in epigenome-wide association studies. Genome Biol 15(2):R31
Jeong M et al (2014) Large conserved domains of low DNA methylation maintained by Dnmt3a. Nat Genet 46(1):17–23
Joubert BR et al (2012) 450K epigenome-wide scan identifies differential DNA methylation in newborns related to maternal smoking during pregnancy. Environ Health Perspect 120:1425–1431
Keller MC (2014) Gene × environment interaction studies have not properly controlled for potential confounders: the problem and the (simple) solution. Biol Psychiatry 75(1):18–24
Kerkel K et al (2008) Genomic surveys by methylation-sensitive SNP analysis identify sequence-dependent allele-specific DNA methylation. Nat Genet 40(7):904–908
Klengel T et al (2013) Allele-specific FKBP5 DNA demethylation mediates gene-childhood trauma interactions. Nat Neurosci 16(1):33–41
Ladd-Acosta C, Fallin MD (2015) The role of epigenetics in genetic and environmental epidemiology. Epigenomics 8:epi.15.102
Lee KWK, Pausova Z (2013) Cigarette smoking and DNA methylation. Front Genet 4(JUL):132
Mantovani G et al (2002) The Gs?? Gene: predominant maternal origin of transcription in human thyroid gland and gonads. J Clin Endocrinol Metab 87(10):4736–4740
Mantovani G et al (2004) Biallelic expression of the Gsalpha gene in human bone and adipose tissue. J Clin Endocrinol Metab 89(12):6316–6319
Mehta D et al (2013) Childhood maltreatment is associated with distinct genomic and epigenetic profiles in posttraumatic stress disorder. Proc Natl Acad Sci 110(20):8302–8307
Mohn F et al (2008) Lineage-specific Polycomb targets and De Novo DNA methylation define restriction and potential of neuronal progenitors. Mol Cell 30(6):755–766
Morgan HD et al (1999) Epigenetic inheritance at the agouti locus in the mouse. Nat Genet 23(3):314–318
Pfeifer GP (2006) Mutagenesis at methylated CpG sequences. Curr Top Microbiol Immunol 301:259–281
Rakyan VK et al (2002) Metastable epialleles in mammals. Trends Genet 18(7):348–351
Satta R et al (2008) Nicotine decreases DNA methyltransferase 1 expression and glutamic acid decarboxylase 67 promoter methylation in GABAergic interneurons. Proc Natl Acad Sci 105(42):16356–16361
Saxonov S, Berg P, Brutlag DL (2006) A genome-wide analysis of CpG dinucleotides in the human genome distinguishes two distinct classes of promoters. Proc Natl Acad Sci U S A 103(5):1412–1417
Schultz MD et al (2015) Human body epigenome maps reveal noncanonical DNA methylation variation. Nature 523(7559):212–216
Sherman CB (1991) Health effects of cigarette smoking. Clin Chest Med 12(4):643–658
Shuel RW, Dixon S (1959) Studies in the mode of action of royal jelly in honeybee development. J Can Zool 37(4):803–813
Taudt A et al (2016) Genetic sources of population epigenomic variation. Nature Rev Genet 17(6):319–332
Teh AL et al (2014) The effect of genotype and in utero environment on interindividual variation in neonate DNA methylomes. Genome Res 24(7):1064–1074
Thienpont B et al (2016) Tumour hypoxia causes DNA hypermethylation by reducing TET activity. Nature 537(7618):63–68
van de Dungen MW et al (2017) Persistent organic pollutants alter DNA methylation during human adipocyte differentiation. Toxicol In Vitro 40:79–87
Vasicek TJ et al (1997) Two dominant mutations in the mouse fused gene are the result of transposon insertions. Genetics 147(2):777–786
Waterland RA, Jirtle RL (2003) Transposable elements: targets for early nutritional effects on epigenetic gene regulation. Mol Cell Biol 23(15):5293–5300
Waterland RA et al (2006) Maternal methyl supplements increase offspring DNA methylation at Axin fused. Genesis 44(9):401–406
White H (1980) A heteroskedasticity-consistent covariance-matrix estimator and a direct test for heteroskedasticity. Econometrica 48(4):817–838
Wittkopp PJ (2007) Variable gene expression in eukaryotes: a network perspective. J Exp Biol 210(Pt 9):1567–1575
Wong CCY et al (2010) A longitudinal study of epigenetic variation in twins. Epigenetics 5(6):516–526
Xie W et al (2013) Epigenomic analysis of multilineage differentiation of human embryonic stem cells. Cell 153(5):1134–1148
Yousefi M et al (2013) The methylation of the LEPR/LEPROT genotype at the promoter and body regions influence concentrations of leptin in girls and BMI at age 18 years if their mother smoked during pregnancy. Int J Mol Epidemiol Genet 4(2):86–100
Ziller MJ et al (2013) Charting a dynamic DNA methylation landscape of the human genome. Nature 500(7463):477–481
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this entry
Cite this entry
Lim, I.Y., Lin, X., Karnani, N. (2017). Implications of Genotype and Environment on Variation in DNA Methylation. In: Patel, V., Preedy, V. (eds) Handbook of Nutrition, Diet, and Epigenetics. Springer, Cham. https://doi.org/10.1007/978-3-319-31143-2_56-1
Download citation
DOI: https://doi.org/10.1007/978-3-319-31143-2_56-1
Received:
Accepted:
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-31143-2
Online ISBN: 978-3-319-31143-2
eBook Packages: Springer Reference MedicineReference Module Medicine