COLO829 Somatic Genomics Pipeline

Variant Validation Scorecard

The 8 PASS-quality Mutect2 calls from a real, ENA-extracted tumour/normal run, cross-checked against two independent sources: the NYGC published truth set (via som.py) and Cellosaurus's curated COLO829 genotype (CVCL_1137).

8/8PASS calls confirmed true positive
0False positives vs. NYGC truth set
1.0Precision, all variant classes (som.py)
3/8Independently matched to Cellosaurus's documented genotype

Per-call outcome

Coordinate (hg38)ChangeTruth-set (som.py)Independent cross-checkStatus
chr7:140,753,336A>TTP Cellosaurus + OncoKB + GeneBe — exact match to documented BRAF p.Val600Glu Driver — BRAF V600E
chr9:21,971,154CCG>CTP Cellosaurus — exact match to documented CDKN2A p.Ala68Glyfs*51 Driver — CDKN2A frameshift
chr5:1,295,113GG>AATP Cellosaurus — reverse-complement match to documented TERT promoter CC>TT (UV signature) Driver — TERT promoter
chr7:140,800,999G>ATP Not individually named in Cellosaurus's summary; falls inside BRAF gene body (MODIFIER impact) Truth-set confirmed
chr7:140,803,447G>TTP Not individually named in Cellosaurus's summary; falls inside BRAF gene body (MODIFIER impact) Truth-set confirmed
chr17:7,668,302 / 7,668,311phasedTP Not corroborated by Cellosaurus; falls inside TP53 (MODIFIER impact — no TP53 mutation documented for this line) Truth-set confirmed
chr17:7,668,450—TP Not corroborated by Cellosaurus; falls inside TP53 (MODIFIER impact) Truth-set confirmed

Recall against the truth set reads near-zero by design: the truth VCF is whole-genome (41,427 SNVs, 984 indels) while this run's query is deliberately scoped to ~30kb across 8 melanoma driver genes. Precision — the number that means something at this scope — is 1.0 across every variant class. A real, disclosed gap: COLO829's documented PTEN c.493_634del142 (142bp deletion) was not recovered — outside what an SNV/indel-tuned caller like Mutect2 reliably assembles.

Confirmation sources, by call

BRAF V600E (chr7:140,753,336)
3
CDKN2A frameshift (chr9:21,971,154)
2
TERT promoter (chr5:1,295,113)
2
BRAF body (chr7:140,800,999)
1
BRAF body (chr7:140,803,447)
1
TP53 region (chr17:7,668,302/311)
1
TP53 region (chr17:7,668,450)
1
Documented driver — matched to an external genotype database Truth-set confirmed only
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