Table 3 The genomic features that are associated with the largest number of deep radiomic features (DRFs). We only report the top five significant genomic features in each of the three categories (risk genes, gene signatures and KEGG pathways)
Genomic features | No. of significant DRFs | Top 5 radiomic feature kernels (ordered) |
|---|---|---|
Risk genes | ||
 RP11-57H14.3 | 1118 | 13, 14, 15, 12, 16 |
 FIBP | 1050 | 13, 14, 15, 10, 11 |
 ATP6AP1L | 1038 | 13, 14, 16, 10, 15 |
 OVOL1 | 1019 | 13, 14, 10, 16, 11 |
 RP11-400F19.8 | 1017 | 13, 14, 16, 12, 15 |
Gene signatures | ||
 EndoPredict | 848 | 13, 14, 12, 15, 11 |
 Prosigna (rorS) | 1395 | 13, 14, 12, 11, 10 |
KEGG pathways | ||
 Fatty acid metabolism | 1269 | 12, 10, 11, 13, 9 |
 Insulin signaling pathway | 1243 | 13, 12, 11, 14, 10 |
 Phenylalanine metabolism | 1217 | 12, 13, 10, 9, 11 |
 RNA degradation | 1211 | 12, 13, 11, 14, 15 |
 Tyrosine metabolism | 1205 | 12, 9, 10, 11, 13 |