Previous DIO animal models have also demonstrated an association between HFD consumption and elevated neuroinflammatory markers, such as TNF-α (15) and IL-1β (39), following demonstrated memory impairments on the T-maze (15) and Y-maze (39). This evidence concerns the gene IL1B and memory impairment.