Of these, RPL3L, PLEK2, PYCRL, CD99P1, LOC100133130, MELK, LINC01101, and DLG3-AS1 were identified as hub genes of patients with PD based on WGCNA and machine learning algorithms. This evidence concerns the gene MELK and Parkinson disease.