STMN1, SMARCC1, ALDOA, CLTC, PSMG1, SUZ12, DAG1, PGRMC1, and HMGCR, and MYO10 were upregulated following compound treatment Additionally, the compounds against Alzheimer’s disease were identified and their BBB permeability levels were predicted. Here, CLTC is linked to Alzheimer disease.