Nonlinear interaction between APOE ε4 allele load and age in the hippocampal surface of cognitively intact individuals

• Published in: Human brain mapping 2021-01, Vol.42 (1), p.47-64
• Main Authors: Martí‐Juan, Gerard, Sanroma‐Guell, Gerard, Cacciaglia, Raffaele, Falcon, Carles, Operto, Grégory, Molinuevo, José Luis, González Ballester, Miguel Ángel, Gispert, Juan Domingo, Piella, Gemma
• Format: Article
• Language: English
• Subjects: Age; Age Factors; Aged; Aged, 80 and over; Alleles; Alzheimer Disease - diagnostic imaging; Alzheimer Disease - genetics; Alzheimer Disease - pathology; Alzheimer's disease; APOE; Apolipoprotein E; Apolipoprotein E4 - genetics; Atlases as Topic; Atrophy; Brain; cognitively intact; Cohort Studies; Diagnosis; Female; Genetic Predisposition to Disease; Health risks; Heterozygote; Hippocampus; Hippocampus - anatomy & histology; Hippocampus - diagnostic imaging; Humans; Impact analysis; Magnetic Resonance Imaging; Male; Middle Aged; Multivariate analysis; Neurodegenerative diseases; Neuroimaging - methods; Risk analysis; Risk factors; Surface analysis (chemical)
• ISSN: 1065-9471; 1097-0193
• DOI: 10.1002/hbm.25202

The ε4 allele of the gene Apolipoprotein E is the major genetic risk factor for Alzheimer's Disease. APOE ε4 has been associated with changes in brain structure in cognitively impaired and unimpaired subjects, including atrophy of the hippocampus, which is one of the brain structures that is early affected by AD. In this work we analyzed the impact of APOE ε4 gene dose and its association with age, on hippocampal shape assessed with multivariate surface analysis, in a ε4‐enriched cohort of n = 479 cognitively healthy individuals. Furthermore, we sought to replicate our findings on an independent dataset of n = 969 individuals covering the entire AD spectrum. We segmented the hippocampus of the subjects with a multi‐atlas‐based approach, obtaining high‐dimensional meshes that can be analyzed in a multivariate way. We analyzed the effects of different factors including APOE, sex, and age (in both cohorts) as well as clinical diagnosis on the local 3D hippocampal surface changes. We found specific regions on the hippocampal surface where the effect is modulated by significant APOE ε4 linear and quadratic interactions with age. We compared between APOE and diagnosis effects from both cohorts, finding similarities between APOE ε4 and AD effects on specific regions, and suggesting that age may modulate the effect of APOE ε4 and AD in a similar way. We analyzed the effect of APOE e4 and other factors on hippocampal morphology in cognitively healthy and impaired subjects. Similarities between APOE effects on cognitively healthy subjects and the disease effect were found, as well as similarities between the interaction effect of APOE and age on cognitively healthy subjects, and the interaction effect between diagnosis and age on subjects covering the full disease spectrum.