Extracting single cell variants from bam file
Project description
Mutract
Mutract is a tool for extracting single cell variants from bam file. If vcf file is not provided, it will perform variant calling at single cell level.
Requirements
- python > 3.6
- GATK
- samtools
Installation
pip install mutract
GATK and samtools can be installed via conda.
Usage
mutract \
--bam bam_file \
--barcodes cell_barcodes_file \
--fasta reference_fasta_file \
--vcf vcf_file \
--sample sample_name \
--outdir output_directory \
--thread 8 \
--gene_file gene_file \
- Required Arguments
bam Input CeleScope BAM file. If gene_file is specified, the BAM must have the 'GN' tag.
barcodes Cell barcodes file, one barcode per line.
fasta Reference genome fasta, must be indexed.
sample Sample name.
- Optional Arguments
vcf VCF file. If vcf file is not provided, mutract will perform variant calling at single cell level and use these variants as input vcf.
outdir Output directory, default='./'.
thread The number of threads to use, default=1.
gene_file Gene list file, one gene symbol per line. Only variants of these genes are reported.
Output
{sample}_VID.tsv A unique numeric ID is assigned for each variant.
{sample}_CID.tsv A unique numeric ID is assigned for each cell.
{sample}_variant_count.tsv Reference and variant supporting reads/UMIs count.
{sample}_support.mtx Support matrix, only high quality bases are considered.
0 : no reads/UMIs cover the position.
1 : all reads/UMIs at the position support the ref allele.
2 : all reads/UMIs at the position support the alt allele.
3 : one or more reads/UMIs support both the alt and the ref allele.
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