Binary logistic regression was set up with the presence of sleep disorders in PD patients as the dependent variable (yes = 1, no = 0), and GDNF, ADO, GABA, HAMD, HAMA, UPDRS-III, and H-Y stage as the independent variable. Here, GDNF is linked to Parkinson disease.