These circRNA–miRNA–mRNA regulatory networks perturb major developmental signalling cascades such as PI3K/AKT/mTOR and Wnt, ultimately contributing to impaired neurogenesis, disrupted glutamatergic–GABAergic balance, and early-onset Alzheimer’s-like pathology in DS. Here, AKT1 is linked to Dravet syndrome.