The analysis of the immune microenvironment identified that high NPEPL1 expression correlated with a high immune score in violin plots, which implied that NPEPL1 could increase immune activity rather than stromal activity to promote the progression of ccRCC (Figure 7(e)). Here, NPEPL1 is linked to nonpapillary renal cell carcinoma.