In all the tumor types except for ccRCC, SPAG9 was significantly correlated with OS in adrenocortical carcinoma (ACC), BLCA, and kidney chromophobe carcinoma (KICH), and it was a risk factor (Figure 2B). Here, SPAG9 is linked to chromophobe renal cell carcinoma.