Workflows
What is a Workflow?Filters
Takes fastqs and reference data, to produce a single cell counts matrix into and save in annData format - adding a column called sample with the sample name.
Loads a single cell counts matrix into an annData format - adding a column called sample with the sample name. (Input format - matrix.mtx, features.tsv and barcodes.tsv)
pod5_by_pore
A Snakemake workflow to take the POD5 files produced by an Oxford Nanopore sequencing run and re-batch them by pore (ie. by channel).
This is useful if you want to run duplex basecalling because you can meaningfully run "dorado duplex" on a single (or a subset of) the POD5 files.
Know issues
It is assumed all POD5 input files are from the same sequencing run, but this is not checked.
MGnify genomes catalogue pipeline
MGnify A pipeline to perform taxonomic and functional annotation and to generate a catalogue from a set of isolate and/or metagenome-assembled genomes (MAGs) using the workflow described in the following publication:
Gurbich TA, Almeida A, Beracochea M, Burdett T, Burgin J, Cochrane G, Raj S, Richardson L, Rogers AB, Sakharova E, Salazar GA and Finn RD. (2023) [MGnify Genomes: A Resource for Biome-specific Microbial Genome ...
Type: Nextflow
Creators: Ekaterina Sakharova, Tatiana Gurbich, Martin Beracochea
Submitter: Martin Beracochea
beacon-omop-worker-workflows
GSC (Genotype Sparse Compression)
Genotype Sparse Compression (GSC) is an advanced tool for lossless compression of VCF files, designed to efficiently store and manage VCF files in a compressed format. It accepts VCF/BCF files as input and utilizes advanced compression techniques to significantly reduce storage requirements while ensuring fast query capabilities. In our study, we successfully compressed the VCF files from the 1000 Genomes Project (1000Gpip3), consisting of 2504 samples and 80 ...
GSC (Genotype Sparse Compression)
Genotype Sparse Compression (GSC) is an advanced tool for lossless compression of VCF files, designed to efficiently store and manage VCF files in a compressed format. It accepts VCF/BCF files as input and utilizes advanced compression techniques to significantly reduce storage requirements while ensuring fast query capabilities. In our study, we successfully compressed the VCF files from the 1000 Genomes Project (1000Gpip3), consisting of 2504 samples and 80 ...
This is the workflow for the biodiversity component of the cultural ecosystems digital twin
Type: Shell Script
Creators: Simon Rolph, Chris Andrews, Will Bolton, Dylan Carbone, Jan Dick
Submitter: Simon Rolph
This is the workflow for the recreation potential component of the cultural ecosystems digital twin
Type: Shell Script
Creators: Chris Andrews, Will Bolton, Simon Rolph, Dylan Carbone, Jan Dick
Submitter: Simon Rolph
GBMatch_CNN
Work in progress... Predicting TS & risk from glioblastoma whole slide images
Reference
Upcoming paper: stay tuned...
Dependencies
python 3.7.7
randaugment by Khrystyna Faryna: https://github.com/tovaroe/pathology-he-auto-augment
tensorflow 2.1.0
scikit-survival 0.13.1
pandas 1.0.3
lifelines 0.25.0
Description
The pipeline implemented here predicts transcriptional subtypes and survival of glioblastoma patients based on H&E stained whole slide scans. Sample data is ...