Overall, we found highly significant correlations between class and tumor stage, tumor grade and mutations in FGFR3 and TP53 (Fig. 6b), and classes showed significantly different PFS (p = 0.0002; log-rank test; Fig. 6c) where patients with class 2a tumors had the worst outcome. This evidence concerns the gene TP53 and neoplasm.