AbstractBackgroundCognitive reserve (CR) factors have been suggested to be protective of cognitive function in older adults. Less is known about this relationship in midlife, and whether the protective effect of CR may depend on brain age (relative to chronological age) in midlife. We aimed to investigate whether CR factors are associated with cognition in midlife, independent of brain age.MethodsAs part of the ongoing prospective Coronary Artery Risk Development in Young Adults (CARDIA) study, we identified 612 Black and White participants (mean age 55 SD 3.5) with brain MRI and cognitive testing. We generated a CR composite score from structural equation modeling including four CR‐enhancing factors: education, cognitive activities, occupational cognitive complexity, and adult literacy. Cognitive function was assessed at Year 30 with a composite measure of tests of memory, processing speed, executive function, and language. Brain age was ascertained using a previously validated high dimensional neuroimaging pattern analysis, based on machine learning algorithms, that quantifies individual differences in age‐related atrophy using MRI‐derived structural brain characteristics. We used linear regression to assess the associations between CR composite above or below median (high versus low), brain aging, and cognitive function, adjusting for chronological age, sex, race, intracranial volume, and scanning site.ResultsThere was a modest association between the CR composite and brain age; higher CR was associated with lower brain age (β‐0.40, CI: ‐0.67 to ‐0.13). High CR was associated with better performance on all cognitive tests compared to low CR (p<0.001 for all). These associations remained with the inclusion of brain age as a covariate. Having high CR is associated with better cognitive performance regardless of brain age (Figure 1).ConclusionOur findings suggest that CR factors are associated with better cognitive function in midlife, and that brain aging and CR are two independent factors that may contribute to cognitive aging in midlife.
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