By the instrumentality of various immune cell analysis algorithms, including EPIC, MCPCOUNTER and QUANTISEQ, we observed different infiltration patterns in ccRCC patients with diverse expressions of PLAC8. This evidence concerns the gene PLAC8 and nonpapillary renal cell carcinoma.