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). The gene discussed is CEACAM18; the disease is Parkinson disease.