Abstract 4342417: Predictors of Cognitive Resilience in the Multi-Ethnic Study of Atherosclerosis
Abstract
Background: Identifying modifiable factors of cognitive resilience (CR), an individual’s ability to sustain better-than-expected cognitive performance given the degree of brain pathology, may shed light on strategies to delay dementia onset. Objective: To quantify CR and identify its main predictors in a racially and ethnically diverse cohort in the United States. Methods: We selected 1,335 individuals enrolled in 2000-02 (Exam 1; age 45-84) in the Multi-Ethnic Study of Atherosclerosis (MESA). We focused on a composite score of global cognition based on three validated neuropsychological tests (Cognitive Abilities Screening Instrument, Digit Symbol Coding, and Digit Span) administered at Exams 5 (2010-12), 6 (2016-18), and 7 (2022-24). At Exam 6, neuroimaging biomarkers were assessed, including white matter fractional anisotropy, white matter hyperintensities, and total brain volume, adjusted for intracranial volume. First, we used linear mixed-effects models adjusted for age, sex, and race/ethnicity, to estimate CR as the random slopes of global cognition, capturing individual deviations from the (marginal) expected rate of cognitive decline given a specific neuroimaging biomarkers profile. CR estimates were z-scored to ease interpretation; positive values indicated better CR. Second, using general linear models, we assessed whether various modifiable social and health-related risk factors measured at Exam 1 were associated with CR a decade later. Each predictor’s contribution to CR was assessed by calculating the percentage change in the R-squared estimate by comparing the fully-adjusted model (with all predictors) to reduced models (individual predictors removed). Results: Study participants were on average 66 years-old (SD=8) and 46% male. In the fully-adjusted model, increased educational attainment and incremental family income were independently associated with higher CR (β=0.190; 95%CI=0.114, 0.267; β=0.119; 95%CI=0.064, 0.174, respectively). Conversely, more depressive symptoms and higher waist girth were independently associated with lower CR (β=-0.013; 95%CI=-0.021,-0.004; β=-0.010; 95%CI=-0.018,-0.002, respectively). The main contributors to CR were education and income (%R-squared Change=39% and 22%, respectively). Conclusion: These findings indicate that improving social (education and family income) and health-related factors (depressive symptoms and waist girth) early may promote CR decades later and help individuals preserve cognitive health.
Article Details
Authors (10)
Leidys Gutierrez-Martinez
Boston University, Boston, Massachusetts, United States
Maude Wagner
Rush University, Chicago, Illinois, United States
Hodan Mohamed
Boston University, Boston, Massachusetts, United States
Mohamad Habes
Timothy Hughes
Timothy Hohman
Vanderbilt Memory and Alzheimer's Center, Vanderbilt University Medical Center, Nashville, Tennessee, United States
Rachel Buckley
Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, United States
Alvin Thomas
Neurogenomics and Informatics Center, Washington University in St. Louis, St. Louis, Missouri, United States
Maria Glymour
Boston University - Epidemiology, Boston, Massachusetts, United States
Marcia Pescador Jimenez