These data demonstrate that clustering of ccRCC patients based on lipid gene expression associates with c-MET copy numbers and distinct patterns of tumoral inflammation, while being independent of a T cell exhaustion signature. The gene discussed is MET; the disease is nonpapillary renal cell carcinoma.