AKR1B1 and neoplasm: Additionally, Syamprasad et al. found that fructose upregulates AKR1B1, facilitating metabolic reprogramming and progression in liver cancer, underscoring the pivotal role of AKR1B1 in tumor development influenced by fructose 101.