We further found a positive Wald ratio effect between the expression of two genes (GPNMB, STX4) and Parkinson’s disease risk, and a negative Wald ratio effect between the expression of four genes (KLHL7-DT, HSD3B7, GRN, AC135050. 3) and Parkinson’s disease risk. Here, KLHL7 is linked to Parkinson disease.