ArticleNeuroImage. Clinical2019
APOE-ε4 risk variant for Alzheimer's disease modifies the association between cognitive performance and cerebral morphology in healthy middle-aged individuals.
Article in NeuroImage. Clinical, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 22 citations in OpenAlex.
- Peripheral Inflammation Is Associated With Greater Neuronal Injury and Lower Episodic Memory Among Late Middle-Aged Adults.Journal of neurochemistry · 2025Article
- The CSF p-tau/β-amyloid 42 ratio correlates with brain structure and fibrillary β-amyloid deposition in cognitively unimpaired individuals at the earliest stages of pre-clinical Alzheimer's disease.Brain communications · 2025Article
- Genetic characterization of the ALFA study: Uncovering genetic profiles in the Alzheimer's continuum.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Consistent genes associated with structural changes in clinical Alzheimer's disease spectrum.Frontiers in neuroscience · 2024Article
- Dementia risk and thalamic nuclei volumetry in healthy midlife adults: the PREVENT Dementia study.Brain communications · 2024Article
- Predicting the apolipoprotein E ε4 allele carrier status based on gray matter volumes and cognitive function.Brain and behavior · 2024Article
- Associations of Particulate Matter Exposures With Brain Gray Matter Thickness and White Matter Hyperintensities: Effect Modification by Low-Grade Chronic Inflammation.Journal of Korean medical science · 2023Article
- Genotypic effects of APOE-ε4 on resting-state connectivity in cognitively intact individuals support functional brain compensation.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Associations Between Ambient Air Pollution and Cognitive Abilities from Midlife to Early Old Age: Modification by APOE Genotype.Journal of Alzheimer's disease : JAD · 2023Article
- Female APOE ɛ4 Carriers with Slow Rates of Biological Aging Have Better Memory Performances Compared to Female ɛ4 Carriers with Accelerated Aging.Journal of Alzheimer's disease : JAD · 2023Article
- Evidence of emerging BBB changes in mid-age apolipoprotein E epsilon-4 carriers.Brain and behavior · 2022Article
- Macrostructural brain alterations at midlife are connected to cardiovascular and not inherited risk of future dementia: the PREVENT-Dementia study.Journal of neurology · 2022Article
- The Effect of theFrontiers in neurology · 2021Article
- Genetic risk for Alzheimer disease predicts hippocampal volume through the human lifespan.Neurology. Genetics · 2020Article
- APOE-ε4 Shapes the Cerebral Organization in Cognitively Intact Individuals as Reflected by Structural Gray Matter Networks.Cerebral cortex (New York, N.Y. : 1991) · 2020Article
- Mid age APOE ε4 carriers show memory-related functional differences and disrupted structure-function relationships in hippocampal regions.Scientific reports · 2020Article
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Authors and funding
11 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The APOE-ε4 genotype is the highest genetic risk factor for Alzheimer's disease (AD). In cognitively unimpaired individuals, it has been related to altered brain morphology, function and earlier amyloid beta accumulation. However, its impact on cognitive performance is less evident. Here, we examine the impact of APOE-ε4 allele load in modulating the association between cognitive functioning and brain morphology in middle-aged healthy individuals. A high-resolution structural MRI scan was acquired and episodic memory (EM) as well as executive functions (EFs) were assessed in a sample of 527 middle-aged unimpaired individuals hosting a substantial representation of ε4-homozygous (N = 64). We adopted a voxel-wise unbiased method to assess whether the number of APOE-ε4 alleles significantly modified the associations between gray matter volumes (GMv) and performance in both cognitive domains. Even though the APOE-ε4 allele load did not exert a direct impact on any cognitive measures, it reversed the relationships between GMv and cognitive performance in a highly symmetrical topological pattern. For EM, interactions mapped onto the inferior temporal gyrus and the dorsal anterior cingulate cortex. Regarding EFs, significant interactions were observed for processing speed, working memory, and visuospatial attention in distinct brain regions. These results suggest that APOE-ε4 carriers display a structure-function association corresponding to an older age than their chronological one. Our findings additionally indicate that APOE-ε4 carriers may rely on the integrity of multiple compensatory brain systems in order to preserve their cognitive abilities, possibly due to an incipient neurodegeneration. Overall this study provides novel insights on the mechanisms through which APOE-ε4 posits an increased AD risk.
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