Skip to content

IoannaNika/GoViral

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

88 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

GoViral pipeline

GoViral is a viral haplotype reconstruction pipeline for long amplicon PacBio-Hifi sequencing reads. In this repository we provide a simulator for long amplicon sequencing PacBio-Hifi and ONT reads. The simulator is build using the pbsim3 and the ccs tools.

How to use

GoViral pipeline

python -m goViral.goViral_pipeline --directory <OUTPUT_DIRECTORY> --input_fastq <INPUT_FASTQ_FILE> --primers <.BED FILE WITH PRIMERS AND THEIR POSITIONS> --ref_seq <REFERENCE_SEQUENCE>

Other options include:

--coverage_limit How many reads to consider in each subsample, default is 100.

--seed_limit Seed limit for subsampling. How many subsamples to consider, default is 10.

--follow_reccomendation sets the seet limit based on the coverage of the dataset provided.

Increasing the coverage limit or the seed limit will increase the run-time. The run-time can increase also when the follow_reccomendation option is set.

--ab_threshold Abundance threshold for filtering out low abundandant reconstructed haplotypes, default is 0.01.

Long amplicon read simulation

  1. Benchmark dataset creation
python -m long_amplicon_read_simulation.run_benchmark_creation --input_fasta <INPUT_FASTA_SEQUENCES> --mixture <JSON_FILE_WITH_SEQUENCE_IDS_AND_THEIR_DESIRED_FRACTION> --coverage <NUMBER_SPECIFYING_COVERAGE> --primers_file <.BED FILE WITH PRIMERS AND THEIR POSITIONS> --strategy <pacbio-hifi or ONT> --outdir <OUTPUT_DIRECTORY>
  1. Training dataset creation
python -m long_amplicon_read_simulation.run_training_set_creation --input_fasta <INPUT_FASTA_SEQUENCES> --primers_file <.BED FILE WITH PRIMERS AND THEIR POSITIONS> --strategy <pacbio-hifi or ONT> --outdir <OUTPUT_DIRECTORY> --n <NUMBER OF EXAMPLES TO CREATE>

Installation & fine-tuned model

Example

For the file formats consult the files provided in this example.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published