NCAM1 and immune system disorder: Among the four genes that were consistently upregulated in ARHL patients (FASLG, NCAM1, MARCO, and NECTIN1), FASLG was prioritized for further validation based on its strong association with immune-mediated apoptosis and its previously reported role in age-related immune dysfunction.