Multi-sample visualization of metrics from RNA-SeQC
Project description
RNA-SeQC Python utilities
This module contains utility code for RNA-SeQC
Installing
- From pip:
pip install rnaseqc
- From the git repo:
pip install -e python
(Invoke from root of git repo)
Usage
This does not install a console entrypoint. You can invoke the utilities in one of three ways:
- From the main module:
python3 -m rnaseqc ...
- Calling the target module:
python3 -m rnaseqc.example ...
- Calling scripts directly:
python3 python/rnaseqc/example.py
Utilities
The rnaseqc
module contains 5 main utilities. To get more help with each utility,
invoke the utility with the -h
or --help
option
Aggregation
Aggregates RNA-SeQC outputs from multiple samples
python3 -m rnaseqc aggregate [-h] [--parquet] [-o OUTPUT_DIR] results_dir prefix
Jupyter Notebooks
Creates a jupyter notebook with several figures for comparing samples
python3 -m rnaseqc notebook [-h] [-t TPM] [-i INSERT_SIZE] [-c COHORT] [-d DATE] metrics output
Figures
Generates figures from an aggregated RNA-SeQC metrics table
python3 -m rnaseqc report [-h] [--tpm TPM] [--insert-size INSERT_SIZE] [--cohort COHORT] [--output-dir OUTPUT_DIR] [--dpi DPI] metrics prefix
Insert Size distributions
Generates a BED file with intervals used by RNA-SeQC for estimating a sample's insert size distribution
python3 -m rnaseqc insert-size [-h] [--min-length MIN_LENGTH] [--min-mappability MIN_MAPPABILITY] [--output-dir OUTPUT_DIR] gtf_path mappability_bigwig prefix
Exon remapping
Convert exon names in an *.exon_reads.gct
file from RNA-SeQC 2.X.X to match names
as reported by RNA-SeQC 1.1.9
python3 -m rnaseqc legacy-exons gct gtf
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