Methylation-associated mutagenesis underlies variation in the mutation spectrum across eukaryotes
Ramos-Almodovar, F.; Gao, Z.; Voight, B. F.; Mathieson, I.
Show abstract
Mutation spectra vary across genetic and environmental contexts, leading to differences between and within species. Most research on mutation spectrum has focused on the trinucleotide (3-mer) mutation types in mammals, limiting the breadth and depth of variation surveyed. In this study, we use whole-genome resequencing data across 108 eukaryotic species - including mammals, fish, plants, and invertebrates - to characterize pentanucleotide (5-mer) non-coding mutation spectra using a Bayesian approach. Our findings reveal cytosine transition mutability at CpG and (among plants) at CHG sites as the main drivers of variation in mutation spectra across eukaryotes, correlating strongly with genomic CpG and CHG depletion. However, despite the influence of methylation on CpG mutability, genome-wide average CpG methylation levels do not predict CpG transition rates across species and CHG methylation does not predict CHG transition rate, indicating unknown genetic or environmental factors influencing mutation rates at methylated cytosines. Together, our results illustrate the pivotal role of mutagenesis in shaping genome composition across eukaryotes and highlight a gap in knowledge about the mechanisms governing mutation rates.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Comparative analysis of genome-scale, base-resolution DNA methylation profiles across 580 animal species 96%
- High-quality genome and methylomes illustrate features underlying evolutionary success of oaks 95%
- Machine-learning predicts genomic determinants of meiosis-driven structural variation in a eukaryotic pathogen 94%
Similar papers in this journal
- Cross-species and tissue imputation of species-level DNA methylation samples across mammalian species. 95%
- Evolutionary Dynamics of G-Quadruplexes in Human and Other Great Ape Telomere-to-Telomere Genomes 94%
- Absent from DNA and protein: genomic characterization of nullomers and nullpeptides across functional categories and evolution 94%
Similar papers in this journal
- Synteny-based analyses indicate that sequence divergence is not the main source of orphan genes 94%
- Limited role of generation time changes in driving the evolution of mutation spectrum in humans 94%
- The landscape of transcriptional and translational changes over 22 years of bacterial adaptation 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.