Elevated HEATR1 and reduced SLC27A2 expression were significantly associated with shorter progression-free survival in high-grade ccRCC patients, aligning with their differential expression in CPTAC data. The gene discussed is SLC27A2; the disease is nonpapillary renal cell carcinoma.