The invention also provides for a method for identifying whether an agent or a compound is an inhibitor of receptor for advanced glycation endproduct (RAGE) in vivo, which comprises (a) obtaining a non-human transgenic animal whose cells overexpress RAGE in neurons; (b) administering an agent or compound to the transgenic non-human animal; (c) determining whether the transgenic non-human animal fr