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). Here, CASP1 is linked to Cognitive impairment.