The expression of DDC significantly correlates with an immunosuppressive tumor microenvironment, higher intra-tumoral heterogeneity, elevated expression of the immune checkpoint CD274, and possibly mediates malignant behaviors of ccRCC cells via the PI3K/Akt signaling pathway (Chang et al., 2022). Here, AKT1 is linked to nonpapillary renal cell carcinoma.