In this study, we identified seven hub genes—PI3, TMSB15A, CLEC4M, CD4, SEMA6A, PLXND1, and AVP—that collectively drive Parkinson’s disease progression through synergistic mechanisms. Here, CD4 is linked to Parkinson disease.