Additionally, analysis of 8 pairs of ccRCC cancer tissues and corresponding adjacent tissues revealed a negative correlation in SPI1 and ACSL4 expression levels (Fig. 8F). Here, ACSL4 is linked to nonpapillary renal cell carcinoma.