4th International Conference on Epigenetics and Bioengineering (EpiBio 2020)

Measurement of DNA Methylation and Nuclear Organization with Nanopore Sequencing

Authors

Razaghi, R. - Presenter, Johns Hopkins University
Timp, W., Johns Hopkins University
Steensel, B. V., Netherlands Cancer Institute
Peric, D., Netherlands Cancer Institute
Lee, I., Johns Hopkins University
Nanopore sequencing has enormous potential in epigenetic applications; unlike traditional sequencing-by-synthesis technologies, it can distinguish covalently modified nucleotides directly through their modulation of the electrolytic current. We can take advantage of the long read lengths generated by nanopore sequencing to precisely call methylation patterns, and to obtain phased methylation information across the genome. The promise of nanopore sequencing has already been demonstrated by the accurate calling of 5-methylcytosine in a CG context using hidden Markov models (nanopolish) and neural networks (Taiyaki/Megalodon). We have used trained models on other modified (non-canonical) nucleotides, focussing here on dam-mediated adenosine methylation (N6-mA).

Methylated adenosine sequencing has applications in bacterial epigenetics as well as exogenous labeling in mammalian systems. In particular, the damID method uses a dam enzyme fused to a protein of interest, e.g. nuclear lamina, resulting in labeling DNA proximal to the protein. We are able to detect this N6-mA modification simultaneously with 5mC, providing two distinct epigenetic signatures along ~10kb single DNA molecules. To train our model distinguishing methylated from unmethylated adenosine, we sequenced both completely unmethylated, fully dam-methylated (N6-mA), and dam (N6-mA) and M.SssI (5-mC) methylated E. coli and human genomic DNA, where dam methylates adenine residues in a 5’-GATC-3’ context and M.SssI methylates cytosine residues in a 5’-CG-3’ context. We applied this model to mammalian cells treated by damID to characterize lamin-associated domains (LADs). LADs identified using microarray probes showed on average significantly higher methylation profiles than other regions in our pipeline. Applying this model we can simultaneously measure phased nuclear positioning information (LADs) with DNA cytosine methylation (5-mC) using long reads.