Installation

git clone https://github.com/RuthEberhardt/clinicalFilter.git

Add the src directory from the cloned repository to your pythonpath, DIR represents the dirctory the code is cloned into:

export PYTHONPATH=DIR/clinicalFilter/src/:$PYTHONPATH

Requirements

Requires bctfools to be on the PATH to run

Running clinical filtering

DIR represents the dirctory the code is cloned into

To view help

python3 DIR/clinicalFilter/runclinicalfiltering.py  --help

To run clinical filtering using a gene list from a ped file

python3 DIR/clinicalFilter/runclinicalfiltering.py \
--ped PED_PATH \
--known-genes GENES_FILE \
--outdir OUTPUT_DIR 

To run clinical filtering using a gene list without a ped file

python3 DIR/clinicalFilter/runclinicalfiltering.py \
--child PATH_TO_CHILD_VCF \
--sex CHILD SEX (ed XX,XY) \
--mother PATH_TO_MUM_VCF \
--father PATH_TO_DAD_VCF \
--mum_aff MUM_AFFECTED_STATUS (1 = unaffected, 2 = affected) \
--daf_aff DAD_AFFECTED_STATUS (1 = unaffected, 2 = affected) \
--known-genes GENES_FILE \
--outdir OUTPUT_DIR 

Input files

VCF files

VCF files should be annotated with VEP (version 104 tested) including the REVEL plugin, and the VEP annotation split using bcftools split-vep plugin: /software/ddd/external/bcftools/bcftools +split-vep -c - -s worst INPUT_VCF | bgzip -c > OUTPUT_VCF

The following VEP annotation is used: Consequence, Gene, SYMBOL, Feature, CANONICAL, MANE_SELECT, MANE_PLUS_CLINICAL, HGNC_ID, MAX_AF, MAX_AF_POPS, REVEL, PolyPhen, Protein_position, HGVSc, HGVSp

Allele count annotation from gnomAD is required: AC_XX, AN_XX, nhomalt_XX AC_XY AN_XY, nhomalt_XY

For trios, DNM annotation from the bcftools trio-dnm2 plugin, http://samtools.github.io/bcftools/howtos/plugin.trio-dnm2.html, is required. The following fields are used: DNM, DNG

CNVs can be added from any caller if desired. If CNVs are present the following annotation should be present: INFO: CNVFILTER (Pass or Fail) INFO: END FORMAT: CIFER_INHERITANCE (CNV inheritance: biparental_inh / maternal_inh / paternal_inh / not_inherited / unceetain / unable_to_evaluate_probes / false_positive) FORMAT: CN (Copy number)

Optionally, cohort specific allele frequences can be added to the VCF files. Currently these should be added as DDD_AF (unaffected paretnal allele frquency) and DDD_father_AF (unaffected father allele frequency for X chromosome). If the cohort is too small these may cause all variants to fail allele frequncy thresholds.

ped file

Tab separated file with the following fields: family id person id father id (0 is used when there is no father) mother id (0 is used where there is no mother) chromosomal sex, abnormal karyotypes are supported (eg XXY) affected status (2 = affected, 1 = unaffected) path to VCF for individual

The proband-list option can be used to load a subset of probands from a ped file

Example:

fam1	proband_id	dad_id	mum_id	XX	2	PATH_TO_PROBAND_VCF
fam1	mum_id	0	0	XX	1	PATH_TO_MUM_VCF
fam1	dad_id	0	0	XY	1	PATH_TO_DAD_VCF

gene list

A tab-separated gene list in the following format:

chr	start	stop	gene	hgnc_id	type	mode	mech	syndrome
12	88049016	88142099	CEP290	29021	Confirmed DD gene	Biallelic	Loss of function	JOUBERT SYNDROME TYPE 5
15	74179466	74212267	STRA6	30650	Confirmed DD gene	Biallelic	Loss of function	MICROPHTHALMIA SYNDROMIC TYPE 9
15	74890005	74902219	MPI	7216	Confirmed DD gene	Biallelic	Loss of function	CONGENITAL DISORDERS OF GLYCOSYLATION