PGK1 and nonpapillary renal cell carcinoma: Yan Zhang et al. developed glycolysis-related genes to predict the outcomes of patients in clear cell renal cell carcinoma (ccRCC); PGK1 is one of these genes, whose high expression predicted poor prognosis in patients with ccRCC [44].