RSeQC on Biowulf
RSeQC package provides a number of useful modules that can comprehensively evaluate high throughput sequence data especially RNA-seq data. Some basic modules quickly inspect sequence quality, nucleotide composition bias, PCR bias and GC bias, while RNA-seq specific modules evaluate sequencing saturation, mapped reads distribution, coverage uniformity, strand specificity, transcript level RNA integrity etc.
References:
- https://academic.oup.com/bioinformatics/article/28/16/2184/325191
- https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-016-0922-z
Documentation
Important Notes
- Module Name: rseqc (see the modules page for more information)
Interactive job
Interactive jobs should be used for debugging, graphics, or applications that cannot be run as batch jobs.
Allocate an interactive session and run the program. Sample session:
[user@biowulf]$ sinteractive salloc.exe: Pending job allocation 46116226 salloc.exe: job 46116226 queued and waiting for resources salloc.exe: job 46116226 has been allocated resources salloc.exe: Granted job allocation 46116226 salloc.exe: Waiting for resource configuration salloc.exe: Nodes cn3144 are ready for job [user@cn3144 ~]$ module load rseqc [user@cn3144 ~]$ bam_stat.py -i input.bam $> output [user@cn3144 ~]$ exit salloc.exe: Relinquishing job allocation 46116226 [user@biowulf ~]$
Batch job
Most jobs should be run as batch jobs.
Create a batch input file (e.g. rseqc.sh). For example:
#!/bin/bash set -e module load rseqc bam_stat.py -i input.bam > output
Submit this job using the Slurm sbatch command.
sbatch [--mem=#] rseqc.sh
Swarm of Jobs
A swarm of jobs is an easy way to submit a set of independent commands requiring identical resources.
Create a swarmfile (e.g. rseqc.swarm). For example:
cd dir1;bam_stat.py -i input.bam > output cd dir2;bam_stat.py -i input.bam > output cd dir3;bam_stat.py -i input.bam > output
Submit this job using the swarm command.
swarm -f rseqc.swarm [-g #] --module rseqcwhere
-g # | Number of Gigabytes of memory required for each process (1 line in the swarm command file) |
--module rseqc | Loads the TEMPLATE module for each subjob in the swarm |