BACE1 and Cognitive impairment: In a previous study, young WT C57BL/6 mice consuming a high‐fat, high‐cholesterol (HFC) diet showed neuroinflammation and cognitive deficit as well as up‐regulation of BACE1 transcription (Thirumangalakudi et al., 2008; Wang et al., 2013).