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Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
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Abstract
DNA methylation is a type of epigenetic modification that affects gene expression regulation and is associated with several human diseases. Microarray and short read sequencing technologies are often used to study 5’-methylcytosine (5’-mC) modification of CpG dinucleotides in the human genome. Although both technologies produce trustable results, the evaluation of the methylation status of CpG sites suffers from the potential side effects of DNA modification by bisulfite and the ambiguity of mapping short reads in repetitive and highly homologous genomic regions, respectively. Nanopore sequencing is an attractive alternative for the study of 5’-mC since the long reads produced by this technology allow to resolve those genomic regions more easily. Moreover, it allows direct sequencing of native DNA molecules using a fast library preparation procedure. In this work we show that 10X coverage depth nanopore sequencing, using DNA from a human cell line, produces 5’-mC methylation frequencies consistent with those obtained by methylation microarray and digital restriction enzyme analysis of methylation. In particular, the correlation of methylation values ranged from 0.73 to 0.90 using an average genome sequencing coverage depth <2X or a minimum read support of 17X for each CpG site, respectively. We also showed that a minimum of 5 reads per CpG yields strong correlations (>0.89) between sequencing runs and an almost uniform variation in methylation frequencies of CpGs across the entire value range. Furthermore, nanopore sequencing was able to correctly display methylation frequency patterns according to genomic annotations, including a majority of unmethylated and methylated sites in the CpG islands and inter-CpG island regions, respectively. These results demonstrate that low coverage depth nanopore sequencing is a fast, reliable and unbiased approach to the study of 5’-mC in the human genome.
Title: Whole human genome 5’-mC methylation analysis using long read nanopore sequencing
Description:
Abstract
DNA methylation is a type of epigenetic modification that affects gene expression regulation and is associated with several human diseases.
Microarray and short read sequencing technologies are often used to study 5’-methylcytosine (5’-mC) modification of CpG dinucleotides in the human genome.
Although both technologies produce trustable results, the evaluation of the methylation status of CpG sites suffers from the potential side effects of DNA modification by bisulfite and the ambiguity of mapping short reads in repetitive and highly homologous genomic regions, respectively.
Nanopore sequencing is an attractive alternative for the study of 5’-mC since the long reads produced by this technology allow to resolve those genomic regions more easily.
Moreover, it allows direct sequencing of native DNA molecules using a fast library preparation procedure.
In this work we show that 10X coverage depth nanopore sequencing, using DNA from a human cell line, produces 5’-mC methylation frequencies consistent with those obtained by methylation microarray and digital restriction enzyme analysis of methylation.
In particular, the correlation of methylation values ranged from 0.
73 to 0.
90 using an average genome sequencing coverage depth <2X or a minimum read support of 17X for each CpG site, respectively.
We also showed that a minimum of 5 reads per CpG yields strong correlations (>0.
89) between sequencing runs and an almost uniform variation in methylation frequencies of CpGs across the entire value range.
Furthermore, nanopore sequencing was able to correctly display methylation frequency patterns according to genomic annotations, including a majority of unmethylated and methylated sites in the CpG islands and inter-CpG island regions, respectively.
These results demonstrate that low coverage depth nanopore sequencing is a fast, reliable and unbiased approach to the study of 5’-mC in the human genome.
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