Baseline MoCA, CSF phosphorylated tau, CSF total tau, CSF amyloid beta, geriatric depression scale (GDS) scores, and state-trait anxiety inventory (STAI) total scores were consistently part of the predictor set for each cross-validation iteration. Here, MAPT is linked to major depressive disorder.