KM survival analysis in the TCGA ccRCC cohort revealed that higher PHLDA1 expression was associated with better OS (p < 0.05), DSS (p < 0.05) and PFI (p = 0.054) (Supplementary Fig. 1O–Q). Here, PHLDA1 is linked to nonpapillary renal cell carcinoma.