Moreover, machine learning approaches such as random forest classification can improve risk predictions, and using this tool, we found a‐syn oligomer, PGAM5, and PINK1 as the top 3 MAPs discriminating PD from HC (Figure 3A). This evidence concerns the gene PGAM5 and Parkinson disease.