Variant counts decrease across cumulative coverage tiers after genotype masking
I am working with joint-called WGS samples with mixed coverage (10x to >50x). Variants already passed GATK VQSR.
Cumulative sample groups:
- S1: coverage 20x or higher (N=100)
- S2: coverage 15x or higher (N=120; includes S1)
- S3: coverage above 12x (N=180; includes S1+S2)
- S4: coverage 10x or higher (N=300; includes S1+S2+S3)
For each group:
bcftools filter -S . \
-e 'FMT/GQ<15 || (TYPE="snp" && FMT/DP<6) || (TYPE!="snp" && FMT/DP<8)'
Then:
bcftools +fill-tags -- -t AC,AN,AF,F_MISSING,NS
bcftools view -i 'AC>0'
Unexpectedly, retained variant counts decrease:
- S1: ~10M
- S2: ~9M
- S3: ~8M
- S4: ~4M
Since groups are cumulative, I expected counts to remain stable or increase.
Can genotype masking in lower-coverage cumulative cohorts realistically reduce AC>0 variants this much, or does this suggest a workflow/filtering issue?
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