In summary, our findings demonstrate that prolonged HFD consumption exacerbates tau phosphorylation and NLRP3 inflammasome activation in the brain, leading to cognitive decline in 3xTg‐AD mice. This evidence concerns the gene MAPT and Alzheimer disease.