Table 1 Associations with the survival outcome using different clinical, molecular, and computational methods (Schmidt et al. dataset [37]).
From: A semi-parametric Bayesian model for unsupervised differential co-expression analysis
Parameter | Â | Â | Size of patient groups | Â | logrank p-value |
|---|---|---|---|---|---|
| Â | Â | Â | poor survival | favorable survival | Â |
Clinical | Tumor size (≤ 2 cm, >2 cm) |  | 88 | 112 | 0.17 |
|  | Tumor grade (G1, G2/G3) |  | 165 | 35 | 3.7 × 10-3 |
Molecular | ER status | Â | 38 | 162 | 0.12 |
|  | AURKA expression | <, > median | 100 | 100 | 4.1 × 10-3 |
|  |  | k-Means (k = 2) | 62 | 138 | 8.7 × 10-5 |
Computational | Hierarchical clustering | Pearson correlation | 71 | 129 | 0.16 |
| Â | Â | Euclidean distance | 18 | 182 | 0.037 |
| Â | k-Means clustering | Â | 64 | 136 | 0.043 |
|  | DCIM |  | 65 | 135 | 5.1 × 10 -5 |