RNF115 has emerged as a significant gene in our study, as well as in the broader study of renal tumours, particularly in differentiating between chromophobe renal cell carcinoma (ChRCC) and renal oncocytoma (RO). This evidence concerns the gene RNF115 and kidney neoplasm.