Memory Resilience to Alzheimer's Genetic Risk: Sex Effects in Predictor Profiles
Date
2017
Authors
McDermott, Kirstie L
McFall, G. Peggy
Andrews, Shea
Anstey, Kaarin
Dixon, Roger A.
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Oxford University Press
Abstract
Objectives: Apolipoprotein E (APOE) ɛ4 and Clusterin (CLU) C alleles are risk factors for Alzheimer’s disease (AD) and episodic memory (EM) decline. Memory resilience occurs when genetically at-risk adults perform at high and sustained levels. We investigated whether (a) memory resilience to AD genetic risk is predicted by biological and other risk markers and (b) the prediction profiles vary by sex and AD risk variant.
Method: Using a longitudinal sample of nondemented adults (n = 642, aged 53–95) we focused on memory resilience (over 9 years) to 2 AD risk variants (APOE, CLU). Growth mixture models classified resilience. Random forest analysis, stratified by sex, tested the predictive importance of 22 nongenetic risk factors from 5 domains (n = 24–112).
Results: For both sexes, younger age, higher education, stronger grip, and everyday novel cognitive activity predicted memory resilience. For women, 9 factors from functional, health, mobility, and lifestyle domains were also predictive. For men, only fewer depressive symptoms was an additional important predictor. The prediction profiles were similar for APOE and CLU.
Discussion: Although several factors predicted resilience in both sexes, a greater number applied only to women. Sexspecific mechanisms and intervention targets are implied.
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Keywords
Alzheimer’s risk factors, Apolipoprotein E, Clusterin, Random forest analysis, Victoria Longitudinal Study
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Source
International Journal of Gerontology
Type
Journal article
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Restricted until
2099-12-31
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