Altogether our findings shed light on the molecular mechanisms responsible for the maturation and the trafficking of GluA2/GluA3 AMPAR in the secretory pathway, and pave the way to explain the functional role of RAB39B in cognitive disorder. Here, GRIA3 is linked to Cognitive impairment.