PGx validation on GSE165845: WGS-derived star truth, 2-fold masks, array-resolvable concordance
- scripts/pgx/wgs_star_truth.py: star alleles from the 1000G 30x phased panel with the DB definitions (wildcard-aware haplotype assignment; checked against GeT-RM on the demo CEPH individuals). - validate_star_getrm.py: --all-genes, --individuals, --coverage (projection onto what the array can see); replicate_concordance.py. - 120 individuals x 3 GSA v1 arrays: array-resolvable 1637/1710 (95.7 %), top 1223/1800 (chip lacks many defining variants), GeT-RM subset 28/35, replicates 99.2 % without the failed array (V2_pgx_star.md, K-029).
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@@ -101,3 +101,54 @@ so the per-call error is 1e-3 (GS ≥ 0.15) and errors are handled by the probe
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for genes CPIC covers, so those genes reuse the CPIC tables (flag `dpwg_via_cpic_mapping`); DPWG-only genes
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(CYP1A2, CYP3A4, F5) have no public machine-readable mapping and get phenotype `null` with the flag
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`dpwg_mapping_not_available` (K-029).
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## Independent validation: GSE165845 (GSA v1 C2, 120 1000 Genomes individuals × 3 arrays)
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A second cohort, independent of the demo used for development (2026-09-29, all on the Pi, $0):
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* **Arrays:** the 360 GSE165845 GTCs (GSA-MD v1 chips, GSA v1 C2 manifest; K-024) → SNV VCFs; no targeted CN probes
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on this chip, so star alleles are called with `--no-cn`. The chip carries little PGx content: 292 probe-to-variant
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links (GSA v4 PGx: 5 280); `pgx coverage`: 495 alleles callable, 136 array-equivalent, 1 129 not covered — e.g.
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no CYP2D6 *2/*4/*10 probes (rs16947, rs3892097, rs1065852 are absent from the manifest).
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* **Truth:** star alleles derived from the 1000G 30x phased panel with the same DB definitions
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(`scripts/pgx/wgs_star_truth.py`; SNV/indel level — CYP2D6 *5, xN and hybrids invisible; CYP2B6 left out because
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its common core variant rs2279343 is filtered from the panel). The derivation was checked against GeT-RM on the
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demo's CEPH individuals (CYP2D6 14/15, CYP2C9/CYP3A4/CYP3A5 15/15, TPMT 16/16; the rest are nomenclature changes).
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* **Masks:** 2-fold — individuals split in halves; each half is called with the mask derived from the other half
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(A → 0 probes masked, B → 1). After masking the calls agree with 1000G at 99 % or better in every GS bin.
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* **Metrics:** *top* = the top solution equals the WGS diplotype; *array-resolvable* = both diplotypes projected
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onto the alleles this array can tell apart (`pgx coverage`: callable → itself, equivalent_to:X → X, not covered →
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the reference's class) — the fair measure for a chip that lacks a gene's defining variants.
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| Gene | Top = WGS | Truth within feasible equivalents | Array-resolvable |
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|---|---|---|---|
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| CYP1A2 | 18/120 | 72/120 | 120/120 |
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| CYP2A13 | 97/120 | 119/120 | 117/120 |
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| CYP2A6 | 73/120 | 112/120 | 117/120 |
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| CYP2C19 | 100/120 | 116/120 | 110/120 |
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| CYP2C8 | 114/120 | 120/120 | 115/120 |
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| CYP2C9 | 95/120 | 108/120 | 116/120 |
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| CYP2D6 (SNV level) | 32/120 | 54/120 | 111/120 |
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| CYP3A4 | 112/120 | 117/120 | 117/120 |
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| CYP3A5 | 120/120 | 120/120 | 120/120 |
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| CYP4F2 | 43/120 | 86/120 | 96/120 |
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| NAT2 | 95/120 | 105/120 | 120/120 |
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| NUDT15 | 120/120 | 120/120 | 120/120 |
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| SLCO1B1 | 31/120 | 87/120 | 109/120 |
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| TPMT | 107/120 | 115/120 | 102/103 |
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| UGT1A1 | 66/120 | 120/120 | 47/47 |
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| **total** | **1223/1800 (67.9 %)** | | **1637/1710 (95.7 %)** |
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* Top-solution concordance is low where the chip lacks the defining variants: the call is then the most probable
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member of an equivalence class the array cannot split (CYP2D6 *1/*2/*10, SLCO1B1 *1/*37, CYP1A2), so the prior
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decides. Projected onto what the array can see, 95.7 % agree (half A 815/854, half B 822/856).
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* CYP4F2 (96/120) is the weakest: the array genotypes at its covered sites match 1000G exactly (rs3093200 180/180),
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so the residue is definitional — *5 and *23 share the only covered variant, and the projection cannot separate
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alleles whose other defining variants are off-array.
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* **GeT-RM** (7 of the 120 individuals, older consensus): 28/35 top, array-resolvable 29/30.
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* **Replicates:** the top genotype of all 70 genes agrees between replicate arrays of one individual in 24 916 of
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25 200 pairs (98.9 %); 87 of the 284 discordant pairs come from NA20362's failed replicate (call rate 0.76, K-024);
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without it 99.2 %.
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Files: `docs/validation/V2_pgx_star_gse165845.json`; scripts `wgs_star_truth.py`, `validate_star_getrm.py`
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(`--all-genes --individuals --coverage`), `replicate_concordance.py`.
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