AKR1B1 and Hyperglycemia: Cells were treated with Sorbinil or rutin during stress exposure, and viability was analyzed in 2D and 3D models.<h4>Results</h4>Hyperglycemia increased AKR1B1 activity and sorbitol accumulation, indicating polyol pathway activation in NB cells.