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DNA methylation and gene expression in Mimulus guttatus
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DNA methylation and gene expression in Mimulus guttatus
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Journal Article
DNA methylation and gene expression in Mimulus guttatus
2015
Overview
Background
The presence of methyl groups on cytosine nucleotides across an organism’s genome (methylation) is a major regulator of genome stability, crossing over, and gene regulation. The capacity for DNA methylation to be altered by environmental conditions, and potentially passed between generations, makes it a prime candidate for transgenerational epigenetic inheritance. Here we conduct the first analysis of the
Mimulus guttatus
methylome, with a focus on the relationship between DNA methylation and gene expression.
Results
We present a whole genome methylome for the inbred line Iron Mountain 62 (IM62). DNA methylation varies across chromosomes, genomic regions, and genes. We develop a model that predicts gene expression based on DNA methylation (R
2
= 0.2).
Post hoc
analysis of this model confirms prior relationships, and identifies novel relationships between methylation and gene expression. Additionally, we find that DNA methylation is significantly depleted near gene transcriptional start sites, which may explain the recently discovered elevated rate of recombination in these same regions.
Conclusions
The establishment here of a reference methylome will be a useful resource for the continued advancement of
M. guttatus
as a model system. Using a model-based approach, we demonstrate that methylation patterns are an important predictor of variation in gene expression. This model provides a novel approach for differential methylation analysis that generates distinct and testable hypotheses regarding gene expression.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V
