In this study, we have found that HGD and GSTZ1 regulate the level of fumarate by metabolizing tyrosine, and by affecting GOT1 and GOT2 to coordinate amino acid metabolism and energy metabolism, determine the energy production pathway of tumor cells, and ultimately regulate the cell cycle (Figure 5D). This evidence concerns the gene HGD and neoplasm.