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Megabase-scale methylation phasing using nanopore long reads and NanoMethPhase

The ability of nanopore sequencing to simultaneously detect modified nucleotides while producing long reads makes it ideal for detecting and phasing allele-specific methylation. However, there is currently no complete software for detecting SNPs, phasing haplotypes, and mapping methylation to these...

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Detalles Bibliográficos
Autores principales: Akbari, Vahid, Garant, Jean-Michel, O’Neill, Kieran, Pandoh, Pawan, Moore, Richard, Marra, Marco A., Hirst, Martin, Jones, Steven J. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898412/
https://www.ncbi.nlm.nih.gov/pubmed/33618748
http://dx.doi.org/10.1186/s13059-021-02283-5
Descripción
Sumario:The ability of nanopore sequencing to simultaneously detect modified nucleotides while producing long reads makes it ideal for detecting and phasing allele-specific methylation. However, there is currently no complete software for detecting SNPs, phasing haplotypes, and mapping methylation to these from nanopore sequence data. Here, we present NanoMethPhase, a software tool to phase 5-methylcytosine from nanopore sequencing. We also present SNVoter, which can post-process nanopore SNV calls to improve accuracy in low coverage regions. Together, these tools can accurately detect allele-specific methylation genome-wide using nanopore sequence data with low coverage of about ten-fold redundancy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13059-021-02283-5.