By analyzing the TCGA-ccRCC cohort, we disclosed that DNA methylation-related genes had a close relationship with the ACSL1 expression, so we decided to study in depth the methylation level of ACSL1. Here, ACSL1 is linked to nonpapillary renal cell carcinoma.