NLRP3 and Mental deterioration: Finally, machine learning analysis demonstrated that combined indices of retinal Cp or NLRP3 with Aβ42 could be strong predictors of AD diagnosis (AUC = 0.92–0.94, p<0.001), as well as brain pathology and cognitive decline.