While there has been limited research directly examining the relationship between ACBD5 and AD, our study contributes to this field by demonstrating that ACBD5 may possess diagnostic value, evidenced by an AUC value exceeding 0.80. This evidence concerns the gene ACBD5 and Alzheimer disease.