We undertook a thorough exploration of TMEM25’s expression and potential roles in ccRCC, delving into various facets such as RNA and protein expression levels, pathway enrichment analysis, immune infiltration, methylation, and genetic mutations. This evidence concerns the gene TMEM25 and nonpapillary renal cell carcinoma.