1. Latent Profile Analysis of Cognition in a Non-Demented Diverse Cohort: A Focus on Modifiable Cardiovascular and Lifestyle Factors.
- Author
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Lamar, Melissa, Drabick, Deborah, Boots, Elizabeth A, Agarwal, Puja, Emrani, Sheina, Delano-Wood, Lisa, Bondi, Mark W, Barnes, Lisa L, and Libon, David J
- Subjects
Clinical Research ,Neurosciences ,Basic Behavioral and Social Science ,Nutrition ,Behavioral and Social Science ,Cardiovascular ,Aging ,Prevention ,Neurodegenerative ,Good Health and Well Being ,Black or African American ,Aged ,Cognition ,Diet ,Mediterranean ,Exercise ,Female ,Heart Disease Risk Factors ,Hispanic or Latino ,Humans ,Life Style ,Male ,Models ,Statistical ,Neuropsychological Tests ,White People ,cognition ,diversity ,latent profile analysis ,lifestyle ,Mediterranean diet ,Clinical Sciences ,Cognitive Sciences ,Neurology & Neurosurgery - Abstract
BackgroundCognitively-defined subgroups are well-documented within neurodegeneration.ObjectiveWe examined such profiles in diverse non-demented older adults and considered how resulting subgroups relate to modifiable factors associated with neurodegeneration.Methods121 non-demented (MMSE = 28.62) diverse (46%non-Latino Black, 40%non-Latino White, 15%Latino) community-dwelling adults (age = 67.7 years) completed cognitive, cardiovascular, physical activity, and diet evaluations. Latent profile analyses (LPA) employed six cognitive scores (letter fluency, letter-number sequencing, confrontational naming, 'animal' fluency, list-learning delayed recall, and recognition discriminability) to characterize cognitively-defined subgroups. Differences between resulting subgroups on cardiovascular (composite scores of overall health; specific health components including fasting blood levels) and lifestyle (sedentary behavior; moderate-to-vigorous physical activity; Mediterranean diet consumption) factors were examined using ANCOVAs adjusting for relevant confounders.ResultsBased on sample means across cognitive scores, LPA resulted in the following cognitive subgroups: 1) high-average cognition, 55%non-Latino White and 64%female participants; 2) average cognition, 58%non-Latino Black and 68%male participants; 3) lower memory, 58%non-Latino Black participants; and 4) lower executive functioning, 70%Latinos. The high-average subgroup reported significantly higher Mediterranean diet consumption than the average subgroup (p = 0.001). The lower executive functioning group had higher fasting glucose and hemoglobin A1c than all other subgroups (p-values
- Published
- 2021