In summary, our results suggest a protective effect induced by HFD on AD‐like mice, through mechanisms that involve better BBB properties and brain morphology (normal ventricle volume, consistent with less brain atrophy) as well as higher insulin receptor RNA expression and higher HDL cholesterol but without reduction in Aβ1‐42 parenchymal load. The gene discussed is INSR; the disease is Brain atrophy.