Table 4 SSP prediction performance validated against Prosigna classification in the full external clinical series OSLO2-EMIT0 and ABiM.

From: RNA sequencing-based single sample predictors of molecular subtype and risk of recurrence for clinical assessment of early-stage breast cancer

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

  1. Figures in parentheses represent 95% confidence interval.
  2. aProsigna reference in the OSLO2-EMIT0 cohort is the clinical test performed on FFPE as prescribed whereas Prosigna reference in the ABiM cohort is Nanostring data (not clinical test) generated in Lund on FFPE material and sent to Nanostring for calculating the Prosigna Subtype and ROR readout.
  3. bPerformance evaluated in the OSLO2-EMIT0 cohort (all available cases).
  4. cPerformance evaluated in the ABiM cohort (all available cases).