Therefore, our findings provided clinical evidence that GPNMB rs156429 might be involved in PD pain symptoms, especially in female patients, suggesting a possible biological implication of GPNMB rs156429 in PD manifestation development. Here, GPNMB is linked to late-onset Parkinson disease.