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1.
Genome Biol ; 17(1): 191, 2016 Sep 22.
Article in English | MEDLINE | ID: mdl-27654999

ABSTRACT

BACKGROUND: Epigenetic change is a hallmark of ageing but its link to ageing mechanisms in humans remains poorly understood. While DNA methylation at many CpG sites closely tracks chronological age, DNA methylation changes relevant to biological age are expected to gradually dissociate from chronological age, mirroring the increased heterogeneity in health status at older ages. RESULTS: Here, we report on the large-scale identification of 6366 age-related variably methylated positions (aVMPs) identified in 3295 whole blood DNA methylation profiles, 2044 of which have a matching RNA-seq gene expression profile. aVMPs are enriched at polycomb repressed regions and, accordingly, methylation at those positions is associated with the expression of genes encoding components of polycomb repressive complex 2 (PRC2) in trans. Further analysis revealed trans-associations for 1816 aVMPs with an additional 854 genes. These trans-associated aVMPs are characterized by either an age-related gain of methylation at CpG islands marked by PRC2 or a loss of methylation at enhancers. This distinct pattern extends to other tissues and multiple cancer types. Finally, genes associated with aVMPs in trans whose expression is variably upregulated with age (733 genes) play a key role in DNA repair and apoptosis, whereas downregulated aVMP-associated genes (121 genes) are mapped to defined pathways in cellular metabolism. CONCLUSIONS: Our results link age-related changes in DNA methylation to fundamental mechanisms that are thought to drive human ageing.

2.
Genome Biol ; 17(1): 138, 2016 06 27.
Article in English | MEDLINE | ID: mdl-27350042

ABSTRACT

BACKGROUND: Cells can be primed by external stimuli to obtain a long-term epigenetic memory. We hypothesize that long-term exposure to elevated blood lipids can prime circulating immune cells through changes in DNA methylation, a process that may contribute to the development of atherosclerosis. To interrogate the causal relationship between triglyceride, low-density lipoprotein (LDL) cholesterol, and high-density lipoprotein (HDL) cholesterol levels and genome-wide DNA methylation while excluding confounding and pleiotropy, we perform a stepwise Mendelian randomization analysis in whole blood of 3296 individuals. RESULTS: This analysis shows that differential methylation is the consequence of inter-individual variation in blood lipid levels and not vice versa. Specifically, we observe an effect of triglycerides on DNA methylation at three CpGs, of LDL cholesterol at one CpG, and of HDL cholesterol at two CpGs using multivariable Mendelian randomization. Using RNA-seq data available for a large subset of individuals (N = 2044), DNA methylation of these six CpGs is associated with the expression of CPT1A and SREBF1 (for triglycerides), DHCR24 (for LDL cholesterol) and ABCG1 (for HDL cholesterol), which are all key regulators of lipid metabolism. CONCLUSIONS: Our analysis suggests a role for epigenetic priming in end-product feedback control of lipid metabolism and highlights Mendelian randomization as an effective tool to infer causal relationships in integrative genomics data.


Subject(s)
DNA Methylation/genetics , Epigenesis, Genetic , Gene Expression Regulation/genetics , Lipid Metabolism/genetics , Lipids/genetics , ATP Binding Cassette Transporter, Subfamily G, Member 1/blood , ATP Binding Cassette Transporter, Subfamily G, Member 1/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Carnitine O-Palmitoyltransferase/blood , Carnitine O-Palmitoyltransferase/genetics , Cholesterol, HDL/blood , Cholesterol, HDL/genetics , Cholesterol, LDL/blood , Cholesterol, LDL/genetics , CpG Islands/genetics , Female , Genome, Human , Humans , Lipids/blood , Male , Middle Aged , Nerve Tissue Proteins/blood , Nerve Tissue Proteins/genetics , Oxidoreductases Acting on CH-CH Group Donors/blood , Oxidoreductases Acting on CH-CH Group Donors/genetics , Sterol Regulatory Element Binding Protein 1/blood , Sterol Regulatory Element Binding Protein 1/genetics , Triglycerides/blood , Triglycerides/genetics
4.
Genome Res ; 25(6): 792-801, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25883321

ABSTRACT

Small insertions and deletions (indels) and large structural variations (SVs) are major contributors to human genetic diversity and disease. However, mutation rates and characteristics of de novo indels and SVs in the general population have remained largely unexplored. We report 332 validated de novo structural changes identified in whole genomes of 250 families, including complex indels, retrotransposon insertions, and interchromosomal events. These data indicate a mutation rate of 2.94 indels (1-20 bp) and 0.16 SVs (>20 bp) per generation. De novo structural changes affect on average 4.1 kbp of genomic sequence and 29 coding bases per generation, which is 91 and 52 times more nucleotides than de novo substitutions, respectively. This contrasts with the equal genomic footprint of inherited SVs and substitutions. An excess of structural changes originated on paternal haplotypes. Additionally, we observed a nonuniform distribution of de novo SVs across offspring. These results reveal the importance of different mutational mechanisms to changes in human genome structure across generations.


Subject(s)
Genetic Variation , Genome, Human , Alleles , Amino Acid Sequence , Female , Genomics , Haplotypes , Humans , INDEL Mutation , Male , Molecular Sequence Data , Mutation Rate , Polymorphism, Single Nucleotide , Retroelements/genetics , Sequence Alignment , Sequence Analysis, DNA
5.
Twin Res Hum Genet ; 16(6): 1026-32, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24182360

ABSTRACT

It has been postulated that aging is the consequence of an accelerated accumulation of somatic DNA mutations and that subsequent errors in the primary structure of proteins ultimately reach levels sufficient to affect organismal functions. The technical limitations of detecting somatic changes and the lack of insight about the minimum level of erroneous proteins to cause an error catastrophe hampered any firm conclusions on these theories. In this study, we sequenced the whole genome of DNA in whole blood of two pairs of monozygotic (MZ) twins, 40 and 100 years old, by two independent next-generation sequencing (NGS) platforms (Illumina and Complete Genomics). Potentially discordant single-base substitutions supported by both platforms were validated extensively by Sanger, Roche 454, and Ion Torrent sequencing. We demonstrate that the genomes of the two twin pairs are germ-line identical between co-twins, and that the genomes of the 100-year-old MZ twins are discerned by eight confirmed somatic single-base substitutions, five of which are within introns. Putative somatic variation between the 40-year-old twins was not confirmed in the validation phase. We conclude from this systematic effort that by using two independent NGS platforms, somatic single nucleotide substitutions can be detected, and that a century of life did not result in a large number of detectable somatic mutations in blood. The low number of somatic variants observed by using two NGS platforms might provide a framework for detecting disease-related somatic variants in phenotypically discordant MZ twins.


Subject(s)
Aging/genetics , Blood Cells/physiology , Genome, Human , High-Throughput Nucleotide Sequencing , Mutation/genetics , Twins, Monozygotic/genetics , Adult , Aged, 80 and over , Female , Humans , Male , Middle Aged
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