SNRPA1, for example, was overexpressed in ccRCC, and was significantly associated with immune cell infiltration and immune checkpoint inhibitory genes, which could be a novel biomarker to predict ccRCC prognosis and affect tumor immunity [14]. Here, SNRPA1 is linked to nonpapillary renal cell carcinoma.