AKT1 and thanatophoric dysplasia: In addition, Mix subtype was specifically correlated with ferroptosis, necroptosis, PI3K-AKT and apelin signaling pathway, while TD subtype was associated with the synaptic vesicle cycle and dopaminergic synapses.