Modeling methylation dynamics with simultaneous changes in CpG islands.
Konrad GrosserDirk MetzlerPublished in: BMC bioinformatics (2020)
The MCMC based parameter estimation method for the IWE-SSE model in combination with our MCMC based inference method allows to quantify the amount of methylation changes at single CpG sites as well as on entire CpG islands. Accounting for changes affecting entire islands can lead to more accurate branch length estimation in the presence of simultaneous methylation change.