This study aimed to investigate the expression and role of Signaling Lymphocytic Activation Molecule Family Member 8 (SLAMF8) in Alzheimer’s disease (AD), particularly its interaction with NINJ2 in the TLR4/NF-κB signaling pathway. The gene discussed is NINJ2; the disease is early-onset autosomal dominant Alzheimer disease.