This study suggests that AD and OA may converge on shared molecular pathways, with EFEMP2, GABARAPL1, and TSPO emerging as pivotal target genes that play significant roles in inflammation, cellular metabolism, immune modulation, and neurodegenerative processes. Here, GABARAPL1 is linked to Alzheimer disease.