ArticleBrain : a journal of neurology2019
The metabolic brain signature of cognitive resilience in the 80+: beyond Alzheimer pathologies.
Article in Brain : a journal of neurology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers, 2 of them syntheses that pooled it.
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Who cites it
68 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- What characterizes the exceptional cognition of superagers? A systematic review of multidomain biomarkers of successful cognitive aging.The Gerontologist · 2026Pooled it
- Understanding brain resilience in superagers: a systematic review.Neuroradiology · 2021Pooled it
- Brain patterns and risk factors in the FINGER RCT multimodal lifestyle intervention.The journal of prevention of Alzheimer's disease · 2025Trial
- Brain structure in the cingulate cortex and locus coeruleus in late life is associated with engagement in complex mental activities across the life span.Neurobiology of aging · 2026Article
- Circulating palmitoleic acid is associated with cerebral glucose metabolism in healthy middle-aged individuals: results from the Progression of Early Subclinical Atherosclerosis prospective cohort study.The American journal of clinical nutrition · 2026Observational
- Potential biases associated with reported parental history of dementia in the Alzheimer's Disease Research Center cohorts: Implications for secondary data analyses.Journal of Alzheimer's disease : JAD · 2026Article
- Divergent white matter metabolic signature patterns indicate impending cognitive decline in aging and dementia.Nature communications · 2026Article
- Walking to protect against cognitive decline: the role of APOE genotype and sex.Biology of sex differences · 2026Article
- Amyloid burden, brain metabolism, and gray matter volume in SuperAgers.Arquivos de neuro-psiquiatria · 2026Article
- Probabilistic clustering using shared latent variable model for assessing Alzheimer's disease biomarkers.Biostatistics (Oxford, England) · 2025Article
- Risk and protective factors associated with brain grey matter patterns in a population-based cohort of cognitively unimpaired 70 years old.BMC medicine · 2025Article
- Disrupted Coupling Between Cerebral Glucose Metabolism and Intrinsic Functional Connectivity: A Hybrid PET/fMRI Study on Frontotemporal Dementia.Human brain mapping · 2025Article
- Early alpha power in the frontal lobe area can predict delirium after cardiac surgery.Journal of cardiothoracic surgery · 2025Observational
- Understanding the cognitive factors which contribute to individual differences in financial capacity in aging.Scientific reports · 2025Article
- Association Between Lifestyle at Different Life Periods and Brain Integrity in Older Adults.Neurology · 2025Observational
- Circulating Stress Hormones, Brain Health, and Cognition in Healthy Older Adults: Cross-Sectional Findings and Sex Differences in Age-Well.Biological psychiatry global open science · 2025Article
- Individual bioenergetic capacity as a potential source of resilience to Alzheimer's disease.Nature communications · 2025Article
- Resilience mechanisms underlying Alzheimer's disease.Metabolic brain disease · 2025Review
- Refined carbohydrates and the overfat pandemic: implications for brain health and public health policy.Frontiers in public health · 2025Review
- Cognitive reserve against Alzheimer's pathology is linked to brain activity during memory formation.Nature communications · 2024Observational
8 more citing papers are in PubMed but not listed here.
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Authors and funding
12 authors.
Funding
Abstract
Research into cognitive resilience imaging markers may help determine the clinical significance of Alzheimer's disease pathology among older adults over 80 years (80+). In this study, we aimed to identify a fluorodeoxyglucose (FDG)-PET based imaging marker of cognitive resilience. We identified 457 participants ≥ 80 years old (357 cognitively unimpaired, 118 cognitively impaired at baseline, mean age of 83.5 ± 3.2 years) from the population-based Mayo Clinic Study of Aging (MCSA) with baseline MRI, Pittsburgh compound B-PET and FDG-PET scans and neuropsychological evaluation. We identified a subset of 'resilient' participants (cognitively stable 80+, n = 192) who maintained normal cognition for an average of 5 years (2-10 years). Global PIB ratio, FDG-PET ratio and cortical thickness from Alzheimer's disease signature regions were used as Alzheimer's disease imaging biomarker outcomes and global cognitive z-score was used as a cognitive outcome. First, using voxel-wise multiple regression analysis, we identified the metabolic areas underlying cognitive resilience in cognitively stable 80+ participants, which we call the 'resilience signature'. Second, using multivariate linear regression models, we evaluated the association of risk and protective factors with the resilience signature and its added value for predicting global cognition beyond established Alzheimer's disease imaging biomarkers in the full 80+ sample. Third, we evaluated the utility of the resilience signature in conjunction with amyloidosis in predicting longitudinal cognition using linear mixed effect models. Lastly, we assessed the utility of the resilience signature in an independent cohort using ADNI (n = 358, baseline mean age of 80 ± 3.8). Our main findings were: (i) FDG-PET uptake in the bilateral anterior cingulate cortex and anterior temporal pole was associated with baseline global cognition in cognitively stable 80+ (the resilience signature); (ii) established Alzheimer's disease imaging biomarkers did not predict baseline global cognition in this subset of participants; (iii) in the full MCSA 80+ and ADNI cohorts, amyloid burden and FDG-PET in the resilience signature were the stronger predictors of baseline global cognition; (iv) sex and systemic vascular health predicted FDG-PET in the resilience signature, suggesting vascular health maintenance as a potential pathway to preserve the metabolism of these areas; and (v) the resilience signature provided significant information about global longitudinal cognitive change even when considering amyloid status in both the MCSA and ADNI cohorts. The FDG-PET resilience signature may be able to provide important information in conjunction with other Alzheimer's disease biomarkers for the determination of clinical prognosis. It may also facilitate identification of disease targeting modifiable risk factors such as vascular health maintenance.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.