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impute-gene-expression
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Kevin Kunzmann
impute-gene-expression
Commits
36e4a0ef
Commit
36e4a0ef
authored
Sep 02, 2019
by
Kevin Kunzmann
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bugfix
parent
ba722fac
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README.md
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README.md
View file @
36e4a0ef
...
@@ -16,6 +16,7 @@ Nat Genet. doi:10.1038/ng.3367.
...
@@ -16,6 +16,7 @@ Nat Genet. doi:10.1038/ng.3367.
2.
`wget`
(pre-installed or via distribution package manager)
2.
`wget`
(pre-installed or via distribution package manager)
3.
`singularity`
container software (tested on 3.3.0, https://sylabs.io/guides/3.3/user-guide)
3.
`singularity`
container software (tested on 3.3.0, https://sylabs.io/guides/3.3/user-guide)
4.
`git`
(https://git-scm.com/book/en/v2/Getting-Started-Installing-Git)
4.
`git`
(https://git-scm.com/book/en/v2/Getting-Started-Installing-Git)
5.
for data download fimm GCP bucket access to
`fimm-horizon-outgoing-data/CENTER_TBI_data_freeze_190829/Imputed_data`
### Optional
### Optional
...
@@ -39,6 +40,15 @@ Download the container image
...
@@ -39,6 +40,15 @@ Download the container image
bash scripts/download_container.sh
bash scripts/download_container.sh
Obtain the imputed genomes (GCP bucket: fimm-horizon-outgoing-data/CENTER_TBI_data_freeze_190829/Imputed_data).
`gsutils`
is pre-installed in the container image, to authenticate with your
GCP account run and follow the interactive instructions
singularity shell container.sif
gcloud auth login
snakemake download_imputed_genotypes
exit
Execute the workflow inside the container on a single core (takes a while!)
Execute the workflow inside the container on a single core (takes a while!)
singularity exec container.sif snakemake impute
singularity exec container.sif snakemake impute
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Snakefile
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36e4a0ef
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@@ -70,7 +70,7 @@ rule vcf_to_dosages:
...
@@ -70,7 +70,7 @@ rule vcf_to_dosages:
export prefix={wildcards.output_dir}/dosages
export prefix={wildcards.output_dir}/dosages
mkdir -p $prefix
mkdir -p $prefix
echo "extracting and computing MAFs ..."
echo "extracting and computing MAFs ..."
bcftools +fill-tags {input
s
.vcf_gz_file} > $prefix/chr{wildcards.i}.vcf
bcftools +fill-tags {input.vcf_gz_file} > $prefix/chr{wildcards.i}.vcf
echo 'querying dosages ...'
echo 'querying dosages ...'
bcftools query -e 'MAF[0]>{config[min_MAF]} | INFO>{config[min_INFO]} | TYPE!="snp" | N_ALT!=1' -f '%CHROM %ID %POS %REF %ALT %INFO/MAF [%DS ]\n' $prefix/chr{wildcards.i}.vcf > $prefix/chr{wildcards.i}.dosage.txt
bcftools query -e 'MAF[0]>{config[min_MAF]} | INFO>{config[min_INFO]} | TYPE!="snp" | N_ALT!=1' -f '%CHROM %ID %POS %REF %ALT %INFO/MAF [%DS ]\n' $prefix/chr{wildcards.i}.vcf > $prefix/chr{wildcards.i}.dosage.txt
echo 'compressing ...'
echo 'compressing ...'
...
@@ -94,7 +94,7 @@ rule generate_samples_file:
...
@@ -94,7 +94,7 @@ rule generate_samples_file:
"""
"""
export prefix={wildcards.output_dir}/dosages
export prefix={wildcards.output_dir}/dosages
mkdir -p $prefix
mkdir -p $prefix
bcftools query -l {input
s
.vcf_gz_file} >> $prefix/samples_.txt
bcftools query -l {input.vcf_gz_file} >> $prefix/samples_.txt
# family ID = individual ID
# family ID = individual ID
awk {params.format} < $prefix/samples_.txt > $prefix/samples.txt
awk {params.format} < $prefix/samples_.txt > $prefix/samples.txt
rm $prefix/samples_.txt
rm $prefix/samples_.txt
...
...
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