Our results suggest that GABBR2 and GNG3 are hub genes in the PPI network, and KEGG pathway enrichment analysis showed that they were significantly enriched in the GABAergic synaptic pathway, suggesting that they may participate in the pathogenesis of PD by affecting GABAergic synapse signaling. This evidence concerns the gene GNG3 and Parkinson disease.