LASSO regression model highlighting the proteins and their contribution to the classification of PD versus controls suggested that MASP1, CNTN2, CEACAM18, and ICAM5 had the highest prediction (Figure 2C). This evidence concerns the gene ICAM5 and Parkinson disease.