GAPDH and urinary bladder cancer: To further verify the feasibility and actionability of fructose-to-sucrose ratio as the urinalysis target, as mentioned previously, a volcano plot of DEGs associated with metabolism revealed that ALDOA, PKM, BPGM, GAPDH, and TPI1 were upregulated in bladder cancer (Figure 2C).