NLRP3 and Alzheimer disease: Finally, machine-learning models indicate that retinal Chlamydia pneumoniae and NLRP3, alone and combined with Aβ42, may predict AD diagnosis, stage, and cognitive status, supporting a role for Chlamydia pneumoniae in disease progression and motivating NLRP3-targeted and/or antibiotic-based early treatment strategies.