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Notos - a galaxy tool to analyze CpN observed expected ratios for inferring DNA methylation types.

Ingo BullaBenoît AliagaVirginia LacalJan BullaChristoph GrunauCristian Chaparro
Published in: BMC bioinformatics (2018)
We show that KDE delivers robust descriptions of CpN o/e distributions. For straightforward processing, we have developed a Galaxy tool, called Notos and available at the ToolShed, that calculates these ratios of input FASTA files and fits a density to their empirical distribution. Based on the estimated density the number and shape of modes of the distribution is determined, providing a rational for the prediction of the number and the types of different methylation classes. Notos is written in R and Perl.
Keyphrases
  • dna methylation
  • genome wide
  • gene expression
  • monte carlo