Hippocampal and cortical mechanisms at retrieval explain variability in episodic remembering in older adults.
Alexandra N TrelleValerie A CarrScott A GuerinMonica K ThieuManasi JayakumarWanjia GuoAyesha NadiadwalaNicole K CorsoMadison P HuntCelia P LitovskyNatalie J TannerGayle K DeutschJeffrey D BernsteinMarc B HarrisonAnna M KhazenzonJiefeng JiangSharon J ShaCarolyn A FredericksBrian K RuttElizabeth C MorminoGeoffrey A KerchnerAnthony D WagnerPublished in: eLife (2020)
Age-related episodic memory decline is characterized by striking heterogeneity across individuals. Hippocampal pattern completion is a fundamental process supporting episodic memory. Yet, the degree to which this mechanism is impaired with age, and contributes to variability in episodic memory, remains unclear. We combine univariate and multivariate analyses of fMRI data from a large cohort of cognitively normal older adults (N=100) to measure hippocampal activity and cortical reinstatement during retrieval of trial-unique associations. Trial-wise analyses revealed that (a) hippocampal activity scaled with reinstatement strength, (b) cortical reinstatement partially mediated the relationship between hippocampal activity and associative retrieval, (c) older age weakened cortical reinstatement and its relationship to memory behaviour. Moreover, individual differences in the strength of hippocampal activity and cortical reinstatement explained unique variance in performance across multiple assays of episodic memory. These results indicate that fMRI indices of hippocampal pattern completion explain within- and across-individual memory variability in older adults.
Keyphrases
- working memory
- cerebral ischemia
- physical activity
- temporal lobe epilepsy
- clinical trial
- study protocol
- functional connectivity
- randomized controlled trial
- single cell
- phase iii
- machine learning
- high throughput
- cognitive decline
- deep learning
- artificial intelligence
- electronic health record
- open label
- middle aged
- mild cognitive impairment
- water quality