Personal-Genome-Pipeline

Step 6: ClinVar Pathogenic Variant Screening

What This Does

Intersects your sample VCF against the ClinVar database of known pathogenic variants, identifying any positions where your genome carries a clinically reported disease variant.

Why

ClinVar is the most widely used public database of clinically reported variants. This screen catches pathogenic SNPs and indels that have been submitted by clinical labs — carrier status, dominant disease risk, and pharmacogenomic flags. Note that ClinVar entries vary in evidence quality (see star ratings in interpreting-results.md).

Tool

• bcftools isec — VCF intersection to find overlapping variants

Docker Image

staphb/bcftools:1.21

Prerequisites

• Sample VCF from DeepVariant (step 3)
• clinvar_pathogenic_chr.vcf.gz from reference setup (step 00) — chr-prefixed, filtered to Pathogenic/Likely_pathogenic only

Command

export GENOME_DIR=/path/to/data
./scripts/06-clinvar-screen.sh <sample_name>

# For long-read Clair3 output:
VCF_DIR=vcf_clair3 ./scripts/06-clinvar-screen.sh <sample_name>

What the Script Does

1. Filters the sample VCF to PASS variants only (bcftools view -f PASS)
2. Intersects the PASS VCF against the ClinVar pathogenic subset using bcftools isec -p
3. Reports the count of shared variants (positions in both the sample and ClinVar pathogenic)

Output

File	Description
clinvar/${SAMPLE}_pass.vcf.gz	PASS-only subset of the sample VCF (intermediate)
clinvar/isec/0000.vcf	Variants unique to the sample
clinvar/isec/0001.vcf	Variants unique to ClinVar pathogenic
clinvar/isec/0002.vcf	Shared variants — positions overlapping ClinVar pathogenic entries
clinvar/isec/0003.vcf	Shared variants (ClinVar’s perspective)

Interpreting Results

This step screens against Pathogenic and Likely_pathogenic variants only — benign and VUS entries are excluded at the database level (see step 00 reference setup). Every hit in the output is at a position ClinVar classifies as disease-associated.

Scenario	Meaning	Action
Heterozygous + autosomal recessive	Healthy carrier	Note for family planning only
Homozygous + autosomal recessive	Possibly affected — requires clinical confirmation	Investigate — confirm with clinical evaluation and ClinVar review status
Any genotype + autosomal dominant	Possibly affected — requires clinical confirmation	Investigate — check penetrance, ClinVar review status, and phenotype
Compound het (two variants, same gene)	Potentially affected (recessive)	Check if variants are on different alleles (phasing)

Limitations

• This screen does not surface ClinVar review status (star ratings / CLNREVSTAT) or conflict flags. A variant classified as “Pathogenic” by one submitter may have conflicting interpretations from others. Always check the full ClinVar entry before acting on any result.
• Overlaps are position-based (bcftools isec) — representation differences between callers can cause both false positives and missed overlaps. The Nextflow module normalizes VCFs before intersection; the bash script relies on upstream normalization.
• Results are research-grade, not clinical diagnoses. Do not make medical decisions based solely on this output.

Important Notes

• Most hits will be heterozygous carriers of recessive conditions — this is normal and expected
• A typical 30X WGS shows 0-10 pathogenic/likely pathogenic overlaps. The majority are benign carrier states for recessive conditions
• Focus review on: homozygous pathogenic, any autosomal dominant pathogenic, and compound heterozygous variants in the same gene
• The ClinVar pathogenic database must be chr-prefixed to match the BAM/VCF coordinate system (done in step 00)
• ClinVar is updated monthly — re-download periodically to catch newly classified variants

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