Table 2.
| A. Univariate and partition analysis biomarker output data from training cohort | |||||||
|---|---|---|---|---|---|---|---|
| Biomarker | p-valuea | AERb | Relative Risk |
Odds Ratio |
Positive Power |
Negative Power |
AUCc |
| FANCD2 | 0.001 | 0.3 | 3.83 | 7.52 | 0.57 | 0.85 | 0.71 |
| XPF | 0.005 | 0.3 | 2.66 | 4.77 | 0.56 | 0.79 | 0.67 |
| PAR | 0.293 | 0.35 | 1.64 | 2.29 | 0.5 | 0.7 | 0.54 |
| pMK2 | 0.012 | 0.42 | 3.02 | 4.68 | 0.45 | 0.85 | 0.65 |
| PARP1 | 0.259 | 0.41 | 1.5 | 1.88 | 0.43 | 0.71 | 0.53 |
| MLH1 | 0.017 | 0.37 | 2.34 | 3.61 | 0.48 | 0.79 | 0.61 |
| P53 | 0.024 | 0.35 | 2.06 | 3.11 | 0.5 | 0.76 | 0.6 |
| Ki67 | 0.070 | 0.39 | 2.36 | 3.5 | 0.45 | 0.81 | 0.59 |
| 4-marker | 9.05E-07 | 0.22 | 3.52 | 16.11 | 0.83 | 0.76 | na |
| B. Univariate and multivariate analysis of clinical factors and biomarker panel in all patients for recurrence | ||||||||
|---|---|---|---|---|---|---|---|---|
| Univariate analysis | Multivariate analysis | |||||||
| Value | 95% CI | p-value | Value | 95% CI | p-value | |||
| 4-marker | 5.8 | 2.84 | 11.9 | 1.50E-06 | 4.74 | 1.5 | 15 | 0.0017 |
| Age | 1 | 0.97 | 1.03 | 0.77 | 1.01 | 0.97 | 1.06 | 0.43 |
| T stage | 1.69 | 1.17 | 2.43 | 4.10E-03 | 1.54 | 0.83 | 2.85 | 0.038 |
| N stage | 2.15 | 1.44 | 3.22 | 1.90E-05 | 1.12 | 0.55 | 2.3 | 0.28 |
| Tx | 0.98 | 0.68 | 1.41 | 0.91 | 1.32 | 0.78 | 2.23 | 0.21 |
| Chemo | 1.23 | 0.87 | 1.74 | 0.24 | 1.1 | 0.65 | 1.87 | 0.8 |
| BRCA | 1.34 | 0.74 | 2.41 | 0.33 | 1.26 | 0.61 | 2.62 | 0.4 |
| LVI | 4.24 | 1.96 | 9.17 | 2.40E-04 | 1.57 | 0.55 | 4.46 | 0.36 |
| Grade | 55.6 | 4.50E-09 | 6.90E+11 | 0.73 | 167.4 | 3.00E-15 | 1.00E+19 | 0.75 |
p-value for separation of Early Recurrence from Late Recurrence groups;
AER, Apparent Error Rate
AUC, Area Under Curve value from Receiver Operator Characteristics; &. Ki67 quantity score, weighting used is 0111 for 0,1+,2+,3+ bins #, 4-marker, multi-marker model containing FANCD2, XPF, PAR, pMK2