A docker image for Hi-C analysis using Juicer, based on nvidia/cuda:8.0-cudnn7-devel-ubuntu16.04
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Repository of Docker image for Juicer analysis. GitHub URL is: https://github.com/rnakato/docker_juicer
For Docker:
# pull docker image
docker pull rnakato/juicer
# container login
docker run [--gpus all] --rm -it rnakato/juicer /bin/bash
# execute a command
docker run [--gpus all] --rm -v (your directory):/opt/work rnakato/juicer <command>
For Singularity:
# build image
singularity build -F rnakato_juicer.sif docker://rnakato/juicer
# execute a command
singularity exec [--nv] rnakato_juicer.sif <command>
These scripts assume that the fastq files are stored in fastq/$cell (e.g., fastq/Control_1).
The outputs are stored in JuicerResults/$cell.
The BWA index files should be at /work/Database/bwa-indexes/UCSC-$build.
The whole commands using the Singularity image (rnakato_juicer.sif) are as follows:
build=hg38
fastq_post="_R" # "_" or "_R" before .fastq.gz
enzyme=MboI # enzyme type
gt=genome_table.$build.txt # genome_table file
gene=refFlat.$build.txt # gene annotation (refFlat format)
sing="singularity exec rnakato_juicer.sif" # singularity command
for cell in `ls fastq/* -d | grep -v .sh`
do
cell=$(basename $cell)
odir=$(pwd)/JuicerResults/$cell
echo $cell
rm -rf $odir
mkdir -p $odir
if test ! -e $odir/fastq; then ln -s $(pwd)/fastq/$cell/ $odir/fastq; fi
# generate .hic file by Juicer
$sing juicer_map.sh $odir $build $enzyme $fastq_post
# plot contact frequency
if test ! -e $odir/distance; then $sing plot_distance_count.sh $cell $odir; fi
# select normalization type
norm=VC_SQRT
# make contact matrix for chromosomes
hic=$odir/aligned/inter_30.hic
if test ! -e $odir/Matrix; then
$sing juicer_makematrix.sh $norm $hic $odir $gt
fi
# call TADs (arrowHead)
if test ! -e $odir/TAD; then
$sing juicer_callTAD.sh $norm $hic $odir $gt
fi
# calculate Pearson coefficient and Eigenvector
for resolution in 25000
do
$sing makeEigen.sh Pearson $norm $odir $hic $resolution $gt $gene
$sing makeEigen.sh Eigen $norm $odir $hic $resolution $gt $gene
done
# calculate insulation score
if test ! -e $odir/InsulationScore; then $sing juicer_insulationscore.sh $norm $odir $gt; fi
# call loops (HICCUPS, add '--nv' option to use GPU)
singularity exec --nv rnakato_juicer.sif call_HiCCUPS.sh $norm $odir $hic $build
# motif analysis
$sing juicertools.sh motifs $build $motifdir $odir/loops/$norm/merged_loops.bedpe hg38.motifs.txt
done
First clone and move to the repository
git clone https://github.com/rnakato/docker_juicer.git
cd docker_juicer
Then type:
docker build -t <account>/juicer .
Ryuichiro Nakato: rnakato AT iqb.u-tokyo.ac.jp
Content type
Image
Digest
Size
3.2 GB
Last updated
over 4 years ago
docker pull rnakato/juicer