Studies showed NLRP1 expression was up-regulated in the brain tissue of APP/PS1 mice, however, using NLRP1 inhibitor decreased caspase-1 and IL-1β expression, reduced neuron pyroptosis, and finally improved cognitive impairment (Tan et al., 2014). This evidence concerns the gene IL1B and Cognitive impairment.