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Updated: Aug 20, 2026

Generalized Psychophysiological Interaction (PPI) Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
Education modifies the effect of apolipoprotein epsilon 4 on cognitive decline
Marie-Florence Shadlen1, Eric B Larson, Li Wang
1Department of Medicine, Division of Gerontology and Geriatric Medicine, Harborview Medical Center, University of Washington School of Medicine, 325 9th Avenue, Box 359755, Seattle, WA 98104-2499, USA. mshadlen@u.washington.edu
Objectives:
To assess the influence of education on the association between apolipoprotein E and cognitive change.
Design:
Prospective cohort.
Participants:
HMO-based sample of 2168 non-demented community-dwelling elderly followed over 6 years.
Measurements:
Generalized estimating equations were used with the difference between baseline and follow-up cognitive abilities screening instrument (CASI) as the outcome variable.
Results:
At follow-up, 6% of the sample had a decline of 1.5 S.D. or greater on the CASI. Compared to individuals without an APOE4 allele, individuals with a single APOE4 allele did not have greater CASI decline. By contrast, individuals with two APOE4 alleles experienced greater decline in cognitive performance and the magnitude of that decline decreased as years of educational attainment increased. These relationships held after adjusting for age, gender, ethnicity, depression, diabetes, and history of vascular disease.
Conclusion:
Lower education was associated with steep 4-year cognitive decline for APOE4 homozygotes but not for APOE4 heterozygotes. Potentially modifiable host factors such as education could influence the association of high-risk genotypes and cognitive decline.
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