Further analysis revealed that co-culturing with cancer cells induced a major shift in CAF metabolism with increased expression of genes involved in glycolysis (SLC2A, GAPDH, LDHA, SLC16A3, ENO2, CA12), and the Hallmark gene set glycolysis (Figure 4E). This evidence concerns the gene GAPDH and cancer.