ACSL1 and nonpapillary renal cell carcinoma: This study investigates the role of ACSL1, a key lipid metabolism enzyme, in ccRCC.<h4>Methods</h4>Using TCGA/GEO datasets, qPCR, immunohistochemistry, and immunofluorescence, ACSL1 expression and clinical significance were analyzed.