The potential function of AC012236.1 was enriched in “regulation of humoral immune response” biological process and involved in “JAK-STAT signaling pathway” in ccRCC (Supplementary material 7: Figure S4A, F). Here, SOAT1 is linked to nonpapillary renal cell carcinoma.