Our TWAS implicates four new genes at known PD loci: CD38, LRRC37A2, RNF40, and ZSWIM7. We further identified several phenotypes associated with PD by querying the SNPs in the final model of identified genes in phenome databases. This evidence concerns the gene CD38 and Parkinson disease.