A RNAseq pipeline from raw reads to feature counts
This is is the rnaseq pipeline from the Sequana projet
|Overview:||RNASeq analysis from raw data to feature counts|
|Input:||A set of Fastq Files and genome reference and annotation.|
|Output:||MultiQC reports and feature Counts|
|Citation:||Cokelaer et al, (2017), ‘Sequana’: a Set of Snakemake NGS pipelines, Journal of Open Source Software, 2(16), 352, JOSS DOI doi:10.21105/joss.00352|
You must install Sequana first:
pip install sequana
Then, just install this package:
pip install sequana_rnaseq
sequana_pipelines_rnaseq --help sequana_pipelines_rnaseq --input-directory DATAPATH --genome-directory --aligner STAR
This creates a directory with the pipeline and configuration file. You will then need to execute the pipeline:
cd rnaseq sh rnaseq.sh # for a local run
This launch a snakemake pipeline. If you are familiar with snakemake, you can retrieve the pipeline itself and its configuration files and then execute the pipeline yourself with specific parameters:
snakemake -s rnaseq.rules -c config.yaml --cores 4 --stats stats.txt
Or use sequanix interface.
This pipelines requires the following executable(s):
More may be needed depending on the configuration file options. For instance, you may use fastq_screen, in which case you need to install it and configure it.
This pipeline runs rnaseq in parallel on the input fastq files (paired or not). A brief sequana summary report is also produced.
Rules and configuration details
Here is the latest documented configuration file to be used with the pipeline. Each rule used in the pipeline may have a section in the configuration file.
the RNAseQC rule is switch off and is not currently functional in version 0.9.X
0.9: Major refactorisation. remove sartools, kraken rules. Indexing is now optional and can be set in the configuration. Configuration file is simplified with a general section to enter the genome location and aligner. Fixed rules in sequana (0.8.0) that were not up-to-date with several executables used in the pipeline including picard, fastq_screen, etc. See Sequana Changelog for details with respect to rules changes. Copying the feature counts in main directory ready to use for a differential analysis.
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
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|Filename, size sequana_rnaseq-0.9.3.tar.gz (85.8 kB)||File type Source||Python version None||Upload date||Hashes View hashes|