SMPD1 and Parkinson disease: In this paper, we performed bioinformatics analyses based on a series of sequence, structure and annotation information to probe into the molecular effects of SMPD1 variants on catalytic activity, NPD pathogenesis, molecular-level differences between NPDA and NPDB, and connections with Parkinson disease.