Table 4 SSP prediction performance validated against Prosigna classification in the full external clinical series OSLO2-EMIT0 and ABiM.
SSP model vs. Prosignaa | Accuracy | Accuracy Null | Kappa | Class value | Sensitivity | Specificity | Positive predictive value | Negative predictive value |
|---|---|---|---|---|---|---|---|---|
OSLO2-EMIT0 cohortb | ||||||||
Subtype, n = 103 | 0.83 (0.74, 0.89) | 0.52 | 0.73 (0.62, 0.84) | Luminal A | 0.85 | 0.90 | 0.90 | 0.85 |
Luminal B | 0.71 | 0.93 | 0.80 | 0.90 | ||||
Basal | 0.86 | 0.99 | 0.92 | 0.98 | ||||
Her2-enriched | 1.00 | 0.93 | 0.50 | 1.00 | ||||
ROR risk classification, n = 103 | 0.68 (0.58, 0.77) | 0.44 | 0.50 (0.37, 0.63) | Low | 0.74 | 0.86 | 0.65 | 0.90 |
Intermediate | 0.29 | 0.90 | 0.56 | 0.75 | ||||
High | 0.91 | 0.74 | 0.73 | 0.91 | ||||
Binary ROR risk categorization, n = 103 | 0.82 (0.73, 0.89) | 0.56 | 0.64 (0.49, 0.78) | Low/Intermediate | 0.74 | 0.91 | 0.91 | 0.73 |
High | 0.91 | 0.74 | 0.73 | 0.91 | ||||
ABiM cohortc | ||||||||
Subtype, n = 100 | 0.80 (0.71, 0.87) | 0.38 | 0.72 (0.60, 0.83) | Luminal A | 0.82 | 0.92 | 0.86 | 0.89 |
Luminal B | 0.74 | 0.86 | 0.74 | 0.86 | ||||
Basal | 0.93 | 1.00 | 1.00 | 0.99 | ||||
Her2-enriched | 0.79 | 0.93 | 0.65 | 0.96 | ||||
ROR risk classification, n = 98 | 0.84 (0.75, 0.90) | 0.60 | 0.70 (0.57, 0.83) | Low | 0.75 | 0.95 | 0.79 | 0.94 |
Intermediate | 0.58 | 0.95 | 0.73 | 0.90 | ||||
High | 0.95 | 0.79 | 0.88 | 0.91 | ||||
Binary ROR risk categorization, n = 98 | 0.89 (0.81, 0.94) | 0.60 | 0.76 (0.63, 0.89) | Low/Intermediate | 0.79 | 0.95 | 0.91 | 0.88 |
High | 0.95 | 0.79 | 0.88 | 0.91 | ||||