Clonogenic and CCK-8 proliferation assays indicated that the knockout of ABCG1 resulted in diminished colony size and count, as well as a reduction in growth rate, thereby suggesting an inhibitory effect on the proliferative capacity of ccRCC cells (Figure 4D, E). Here, ABCG1 is linked to nonpapillary renal cell carcinoma.