Table 4.
Performance of prediction models for LN metastasis
Dataset | AUC(95%CI) | Cutoff value | Sen | Spe | PPV | NPV | p Value |
---|---|---|---|---|---|---|---|
For TCGA cohort | |||||||
Genetic model | 0.70 (0.65–0.75) | 0.41 | 0.87 | 0.48 | 0.62 | 0.79 | 3.23 × 10−13 |
Pathological model | 0.73 (0.69–0.78) | 0.47 | 0.75 | 0.59 | 0.64 | 0.71 | 1.99 × 10−17 |
Combined model | 0.77 (0.73–0.81) | 0.49 | 0.76 | 0.67 | 0.69 | 0.74 | 9.81 × 10−23 |
For validation cohort | |||||||
Genetic model | 0.75 (0.63–0.87) | 0.58 | 0.83 | 0.65 | 0.76 | 0.74 | 3.33 × 10−4 |
Pathological model | 0.73 (0.61–0.84) | 0.53 | 0.51 | 0.84 | 0.81 | 0.57 | 1.10 × 10−3 |
Combined model | 0.88 (0.79–0.96) | 0.49 | 0.83 | 0.84 | 0.87 | 0.79 | 5.45 × 10−8 |
LN, lymph node.