Project to simulate simple Oxford Nanopore Technologies RNA signals
The signal gets simulated by providing a reference sequence or generating a random reference sequence.
We use Gaussian signal distributions provided by ONT to simulate the signal for each 5-mer in the reference sequence.
We analyzed the segment distribution on IVT RNA data sequenced with ONT. The segment lengths were calculated by ONTs software nanopolish eventalign
. We fitted negative binomial distributions on each 5-mer length distribution and use them to simulate segment lengths with ont_simig
.
To change the models used for the simulation you have to change the content of the files linked above.