Given this, depression was a risk factor for PD patients with sleep disorders (OR > 1, p < 0.05), and GDNF and ADO were protective factors in preventing sleep disorders (OR < 1, p < 0.05). The gene discussed is ADO; the disease is major depressive disorder.