Background and Objectives:Cerebrovascular disease (CBVD) is frequently co-morbid with autopsy-confirmed Alzheimer’s disease (AD), but it’s contribution to the clinical presentation of AD remains unclear. We leveraged the National Alzheimer’s Coordinating Center (NACC) uniform and neuropathology data sets to compare the cognitive and functional trajectories of AD+/CBVD+ and AD+/CBVD- brain donors.Methods:The sample included NACC brain donors with autopsy-confirmed AD (Braak stage ≥ 3, CERAD ≥ 2) and complete Uniform Data Set (UDS) evaluations between 2005 and 2019, and most recent UDS evaluation within two years of autopsy. CBVD was defined as moderate to severe arteriosclerosis or atherosclerosis. We employed propensity score weighting to isolate the effects of co-morbid AD and CBVD. This method improved the balance of covariates between AD+/CBVD+ and AD+/CBVD- groups. Longitudinal mixed-effects models were assessed with robust Bayesian estimation. UDS neuropsychological tests and the Clinical Dementia Rating Scale Sum of Boxes (CDR®-SB) were primary outcomes.Results:Of 2,423 brain donors, 1,476 were classified as AD+/CBVD+. Compared with AD+/CVBD- donors, the AD+/CBVD+ group had accelerated decline (i.e., group x time effects) on measures of processing speed (β = -0.93, 95%CI [-1.35, -0.51], Bayes factor [BF] = 130.75), working memory (β = 0.05, 95%CI [0.02, 0.07], BF = 3.59), verbal fluency (β = 0.10, 95%CI [0.04, 0.15], BF = 1.28), naming (β = 0.09, 95%CI [0.03, 0.16], BF = 0.69), and CDR®-SB (β = -0.08, 95%CI [-0.12, -0.05], BF = 18.11). Effects ranged from weak (BFs < 3.0) to strong (BFs < 150). We also found worse performance in the AD+/CBVD+ group across time on naming, β = -1.04, 95%CI [-1.83, -0.25], BF = 2.52, and verbal fluency, β = -0.73, 95%CI [-1.30, -0.15], BF = 1.34, and more impaired CDR®-SB scores, β = 0.45, 95%CI [0.01, 0.89], BF = 0.33.Discussion:In brain donors with autopsy confirmed AD, comorbid CBVD was associated with an accelerated functional and cognitive decline, particularly on neuropsychological tests of attention, psychomotor speed, and working memory. CBVD magnified effects of AD neuropathology on semantic-related neuropsychological tasks. Findings support a prominent additive and more subtle synergistic effect for co-morbid CBVD neuropathology in AD.