PRSice on Biowulf

PRSice (pronounced 'precise') is a Polygenic Risk Score software for calculating, applying, evaluating and plotting the results of polygenic risk scores (PRS) analyses.

References:

Documentation
Important Notes

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 input in bold):

[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 ~]$ cd /data/$USER
[user@cn3144 ~]$ mkdir TEST
[user@cn3144 ~]$ cd TEST
[user@cn3144 ~] cp /usr/local/apps/prsice/TEST_DATA/* .
[user@cn3144 ~]$ module load prsice
[user@cn3144 ~]$ PRSice.R \
    --prsice $(which PRSice) \
    --base TOY_BASE_GWAS.assoc \
    --target TOY_TARGET_DATA \
    --thread 1 \
    --stat OR \
    --binary-target T
[user@cn3144 ~]$ 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. prsice.sh). For example:

#!/bin/sh
set -e
module load prsice

test -n "$SLURM_CPUS_PER_TASK" || SLURM_CPUS_PER_TASK=1
PRSice.R \
 --prsice $(which PRSice) \
 --base TOY_BASE_GWAS.assoc \
 --target TOY_TARGET_DATA \
 --thread $SLURM_CPUS_PER_TASK \
 --stat OR
 --binary-target T

Submit this job using the Slurm sbatch command.

sbatch [--cpus-per-task=#] [--mem=#] prsice.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. prsice.swarm). For example:

PRSice.R \
 --prsice $(which PRSice) \
 --base TOY_BASE_GWAS.assoc \
 --target TARGET_DATA_1 \
 --thread $SLURM_CPUS_PER_TASK \
 --stat OR
 --binary-target T
PRSice.R \
 --prsice $(which PRSice) \
 --base TOY_BASE_GWAS.assoc \
 --target TARGET_DATA_2 \
 --thread $SLURM_CPUS_PER_TASK \
 --stat OR
 --binary-target T
PRSice.R \
 --prsice $(which PRSice) \
 --base TOY_BASE_GWAS.assoc \
 --target TARGET_DATA_3 \
 --thread $SLURM_CPUS_PER_TASK \
 --stat OR
 --binary-target T

Submit this job using the swarm command.

swarm -f prsice.swarm [-g #] -t # --module prsice
where
-g # Number of Gigabytes of memory required for each process (1 line in the swarm command file)
-t # Number of threads/CPUs required for each process (1 line in the swarm command file).
--module prsice Loads the PRSice module for each subjob in the swarm