scispace - formally typeset
Open AccessJournal ArticleDOI

Personalized Epigenomic Signatures That Are Stable Over Time and Covary with Body Mass Index

Reads0
Chats0
TLDR
A genome-scale, gene-specific analysis of DNA methylation in the same individuals over a decade apart identifies a personalized epigenomic signature that may correlate with a common genetic trait.
Abstract
The epigenome consists of non–sequence-based modifications, such as DNA methylation, that are heritable during cell division and that may affect normal phenotypes and predisposition to disease. Here, we have performed an unbiased genome-scale analysis of ~4 million CpG sites in 74 individuals with comprehensive array-based relative methylation (CHARM) analysis. We found 227 regions that showed extreme interindividual variability [variably methylated regions (VMRs)] across the genome, which are enriched for developmental genes based on Gene Ontology analysis. Furthermore, half of these VMRs were stable within individuals over an average of 11 years, and these VMRs defined a personalized epigenomic signature. Four of these VMRs showed covariation with body mass index consistently at two study visits and were located in or near genes previously implicated in regulating body weight or diabetes. This work suggests an epigenetic strategy for identifying patients at risk of common disease.

read more

Citations
More filters
Journal ArticleDOI

Genome-wide Methylation Profiles Reveal Quantitative Views of Human Aging Rates

TL;DR: A quantitative model of aging is built using measurements at more than 450,000 CpG markers from the whole blood of 656 human individuals, aged 19 to 101, to measure the rate at which an individual's methylome ages, which is impacted by gender and genetic variants.
Journal ArticleDOI

Epigenome-wide association studies for common human diseases

TL;DR: This work discusses EWAS design, cohort and sample selections, statistical significance and power, confounding factors and follow-up studies, and how integration of EWASs with GWASs can help to dissect complex GWAS haplotypes for functional analysis.
Journal ArticleDOI

Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis

TL;DR: DNA methylation is a potential mediator of genetic risk for rheumatoid arthritis and is corrected for cellular heterogeneity by estimating and adjusting for cell-type proportions in blood-derived DNA samples and used mediation analysis to filter out associations likely to be a consequence of disease.
Journal ArticleDOI

DNA methylation and body-mass index: a genome-wide analysis

TL;DR: Increased BMI in adults of European origin is associated with increased methylation at the HIF3A locus in blood cells and in adipose tissue, and perturbation of hypoxia inducible transcription factor pathways could have an important role in the response to increased weight in people.
References
More filters
Journal ArticleDOI

Epigenetic programming by maternal behavior.

TL;DR: It is shown that an epigenomic state of a gene can be established through behavioral programming, and it is potentially reversible, suggesting a causal relation among epigenomicState, GR expression and the maternal effect on stress responses in the offspring.
Journal ArticleDOI

Epigenetics in Cancer

TL;DR: The current understanding of alterations in the epigenetic landscape that occur in cancer compared with normal cells, the roles of these changes in cancer initiation and progression, including the cancer stem cell model, and the potential use of this knowledge in designing more effective treatment strategies are discussed.
Journal ArticleDOI

Epigenetic differences arise during the lifetime of monozygotic twins

TL;DR: Older monozygous twins exhibited remarkable differences in their overall content and genomic distribution of 5-methylcytosine DNA and histone acetylation, affecting their gene-expression portrait, indicating how an appreciation of epigenetics is missing from the understanding of how different phenotypes can be originated from the same genotype.
Journal ArticleDOI

Epigenetics in Cancer

TL;DR: This account of epigenetics in cancer reviews the mechanisms and consequences of epigenetic changes in cancer cells and concludes with the implications of these changes for the diagnosis, prognosis, and treatment of cancer.
Journal ArticleDOI

Model-based Gaussian and non-Gaussian clustering

TL;DR: The classification maximum likelihood approach is sufficiently general to encompass many current clustering algorithms, including those based on the sum of squares criterion and on the criterion of Friedman and Rubin (1967), but it is restricted to Gaussian distributions and it does not allow for noise.
Related Papers (5)