The duration of the disease, UPDRS-III score, H-Y stage, dyskinesia, MMSE score, HAMA score, HAMD score, NMS score, LEDD, ALB level, P level, TP level, UA level, and ADA level were regarded as independent variables. The gene discussed is ALB; the disease is drug-induced dyskinesia.