Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

Whole human genome 5’-mC methylation analysis using long read nanopore sequencing

View through CrossRef
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.

Related Results

Quantitative detection of DNA methylation from nanopore sequencing data without raw signals
Quantitative detection of DNA methylation from nanopore sequencing data without raw signals
Abstract Background Nanopore sequencing has revolutionized the field of epigenomics by enabling direct detection of DNA m...
P1621m6A RNA-methylation in the progression of heart failure
P1621m6A RNA-methylation in the progression of heart failure
Abstract Introduction N6-Methyladenosine (m6A) is the most abundant modification of RNA and was found to be a dynamic and revers...
Abstract A37: Aberrant DNA methylation of HTATIP2 and UCH-L1 as prognostic and predictive biomarkers for cholangiocarcinoma
Abstract A37: Aberrant DNA methylation of HTATIP2 and UCH-L1 as prognostic and predictive biomarkers for cholangiocarcinoma
Abstract Cholangiocarcinoma (CCA) is a malignancy of bile duct epithelial cell lining. In the past decade, the incidence and mortality rates of CCA have been increas...
Correcting Methylation Calls in Clinically Relevant Low-Mappability Regions
Correcting Methylation Calls in Clinically Relevant Low-Mappability Regions
AbstractDNA methylation is an important component in vital biological functions such as embryonic development, carcinogenesis, and heritable regulation. Accurate methods to assess ...
Monitoring airborne pathogens by nanopore sequencing
Monitoring airborne pathogens by nanopore sequencing
Next generation sequencing technologies have revolutionized the field of environmental science. Widely used short-read sequencing enables accurate microbial identification but is o...
Methylation of the RIZ1 Gene In Myelodysplastic Syndrome and Acute Myeloid Leukemia
Methylation of the RIZ1 Gene In Myelodysplastic Syndrome and Acute Myeloid Leukemia
Abstract Abstract 5112 Inactivation of a tumor suppressor gene is often caused by a mutation, small deletion of one allele accompanied by loss of the ...

Back to Top