First, although differentiated SH-SY5Y neuroblastoma cells provide a widely accepted neuronal model due to their endogenous RAGE expression and high susceptibility to AGE-induced injury, they cannot fully recapitulate the complex brain microenvironment, including interactions with glial cells, vascular networks, and systemic metabolic influences. Here, AGER is linked to neuroblastoma.