After adjusting for age, sex, sample cohort, and PD status, multivariable linear regression analysis identified seven elevated and two reduced immune factors with p value < 0.05 in the LRRK2 mutation carrier group (Fig. 1A). Here, LRRK2 is linked to Parkinson disease.