The nomogram shows that the higher the expression of BANF1 and RYBP, the higher the probability of developing PD, and the higher the expression of PCGF5, WDR5 and BRD2, the lower the probability of developing PD. The gene discussed is RYBP; the disease is Parkinson disease.