Table 2 External validation prediction accuracy of our multi-omics integration-based survival prediction model for BRCA patients
External Validation with Single-omics data and clinical features as input to model | External validation with five-omics data and clinical features as input to model | ||||
|---|---|---|---|---|---|
Datatype | Samples | Prediction accuracy | Datatype | Samples | Prediction accuracy |
RNA | 561 | 85.7% | five-omics data excluding Protein | 59 | 78.0% |
Protein | 397 | 85.1% | five-omics data excluding Mutation | 41 | 73.2% |
Mutation | 493 | 85.8% | five-omics data excluding miRNA | 103 | 90.3% |
miRNA | 241 | 82.6% | five-omics data excluding Methylation | 111 | 77.5% |
CNV | 548 | 85.8% | five-omics data excluding CNV | 3 | 66.7% |
Methylation | 268 | 86.6% | five-omics data excluding RNA | 0 | Â |