The present study showed that PLAC8 could affect tumorigenesis in ccRCC by regulating the IL6/JAK/STAT3 signaling pathway, allograft rejection, interferon-alpha response, epithelial–mesenchymal transition, and interferon-gamma response. This evidence concerns the gene STAT3 and nonpapillary renal cell carcinoma.