Through the analysis of the joint algorithm, we finally obtained 10 genes most associated with AD as Hub genes (NOX5, DUOX2, ALOX15B, CDKN2A, BAP1, HMGB1, IFNA17, BRD4, P4HB, PPARD). Here, P4HB is linked to Alzheimer disease.