A comparison of methods for detecting DNA methylation from long-read sequencing of human genomes.
Brynja Dogg SigurpalsdottirOlafur A StefanssonGuillaume HolleyDoruk BeyterFlorian ZinkMarteinn Þ HardarsonSverrir Þ SverrissonNina KristinsdottirDroplaug N MagnusdottirOlafur Þ MagnussonDaniel F GudbjartssonBjarni V HalldorssonKari StefanssonPublished in: Genome biology (2024)
This study provides the first systematic comparison of CpG methylation detection tools for long-read sequencing methods. We compare two commonly used computational methods for the detection of CpG methylation in a large number of nanopore genomes, including samples sequenced using the latest R10.4 nanopore flowcell chemistry and 50 SMRT sequenced samples. We provide insights into the strengths and limitations of each sequencing method as well as recommendations for standardization and evaluation of tools designed for genome-scale modified base detection using long-read sequencing.