This refinement led to deriving a final optimal single-component PLS model with age, sex, complement C3, C3a, γ-fibrinogen, α-1-microglobulin and CFI that could together explain 38.2% of variance in whole brain volume in subjects with AD (table 4). Here, C3 is linked to Alzheimer disease.