Therefore, the classifier performance of PATL2 is dependent on the biological sex with higher performance for males and females in the PD and prodromal PD cohorts respectively, suggesting differential effect of PATL2 in both sexes for PD and prodromal PD pathogenesis. The gene discussed is PATL2; the disease is Parkinson disease.