Modeling DNA methylation dynamics with approaches from phylogenetics

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Modeling DNA methylation dynamics with approaches from phylogenetics

MOTIVATION Methylation of CpG dinucleotides is a prevalent epigenetic modification that is required for proper development in vertebrates. Genome-wide DNA methylation assays have become increasingly common, and this has enabled characterization of DNA methylation in distinct stages across differentiating cellular lineages. Changes in CpG methylation are essential to cellular differentiation; ho...

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Modelling DNA Methylation Dynamics

“Epigenetics” as introduced by ConradWaddington in 1946, is defined as a set of interactions between genes and the surrounding environment, which determines the phenotype or physical traits in an organism, (Murrell et al., 2005; Waddington, 1942). Initial research focused on genomic regions such as heterochromatin and euchromatin based on dense and relatively loose DNA packing, since these were...

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DNA methylation and demethylation dynamics

DNA methylation is one of the most studied epigenetic modifications and is essential for mammalian development. The methylation pattern is established through an extremely orchestrated mechanism that implicates de novo methylation, maintenance of the methylated cytosine, and demethylation. DNA methylation is catalyzed by the well-characterized DNA methyltransferase family enzymes (DNMTs), inclu...

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DNA Methylation Regulated Nucleosome Dynamics

A strong correlation between nucleosome positioning and DNA methylation patterns has been reported in literature. However, the mechanistic model accounting for the correlation remains elusive. In this study, we evaluated the effects of specific DNA methylation patterns on modulating nucleosome conformation and stability using FRET and SAXS. CpG dinucleotide repeats at 10 bp intervals were found...

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Mediators and dynamics of DNA methylation.

As an inherited epigenetic marker occurring mainly on cytosines at CpG dinucleotides, DNA methylation occurs across many higher eukaryotic organisms. Looking at methylation patterns genome-wide classifies cell types uniquely and in several cases discriminates between healthy and cancerous cell types. DNA methylation can occur allele-specifically, which allows the cellular regulatory machinery t...

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ژورنال

عنوان ژورنال: Bioinformatics

سال: 2014

ISSN: 1367-4803,1460-2059

DOI: 10.1093/bioinformatics/btu445