GYS1 and cancer: By analyzing the TCGA-KIRC project based on the Gene Set Enrichment Analysis (GSEA), we found that the glycolysis, fructose, and galactose metabolism pathways were positively enriched in the high GYS1 expression group, revealing that carbohydrate metabolism was markedly altered by elevated expression of GYS1 in cancer (Figure 2D).