In conclusion, a comprehensive analysis indicates that ALDOA significantly affects cancer aggressiveness and metastatic potential through its diverse metabolic functions and profound effects on the tumor microenvironment, highlighting its importance as a potential therapeutic target in addressing hypoxia, acidification, and nutrient stress. This evidence concerns the gene ALDOA and cancer.