Our study reported co-DEGs of GPR78, CADM3, and CACNA1E link NETs and Parkinson’s disease and established a nomogram model to diagnose PD based on these genes, which also performed well in external cohort validation. The gene discussed is CADM3; the disease is Parkinson disease.