ArticleBehavioural brain research2021
Implicit associative learning relates to basal ganglia gray matter microstructure in young and older adults.
Article in Behavioural brain research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 20 citations in OpenAlex.
- Contributions of Gray Matter Microstructure to Differences in Fluid Cognition and Episodic Memory Across the Healthy Adult Lifespan.Human brain mapping · 2026Article
- Assessing behavioral control across the adult lifespan using a novel outcome revaluation task.Scientific reports · 2025Article
- Aging of gray matter microstructure: A brain-wide characterization of age group differences using NODDI.Neurobiology of aging · 2025Article
- Preserved learning of implicit regularities with predictive social cues in older adults.Frontiers in psychiatry · 2024Article
- White matter microstructural correlates of associative learning in the oldest-old.Cognitive, affective & behavioral neuroscience · 2023Article
- Article
- Hippocampal microstructure, but not macrostructure, mediates age differences in episodic memory.Frontiers in aging neuroscience · 2023Article
- Anxiety symptoms and puberty interactively predict lower cingulum microstructure in preadolescent Latina girls.Scientific reports · 2022Article
- Age group differences in learning-related activity reflect task stage, not learning stage.Behavioural brain research · 2022Article
- Neuroimaging measures of iron and gliosis explain memory performance in aging.Human brain mapping · 2021Article
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Authors and funding
5 authors at 2 institutions in 1 country.
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Abstract
Older adults are impaired at implicit associative learning (IAL), or the learning of relationships between stimuli in the environment without conscious awareness. These age effects have been attributed to differential engagement of the basal ganglia (e.g. caudate, globus pallidus) and hippocampus throughout learning. However, no studies have examined gray matter diffusion relations with IAL, which can reveal microstructural properties that vary with age and contribute to learning. In this study, young (18-29 years) and older (65-87 years) adults completed the Triplet Learning Task, in which participants implicitly learn that the location of cues predict the target location on some trials (high frequency triplets). Diffusion imaging was also acquired and multicompartment diffusion metrics were calculated using neurite orientation dispersion and density imaging (NODDI). As expected, results revealed age deficits in IAL (smaller differences in performance to high versus low frequency triplets in the late learning stage) and age-related differences in basal ganglia and hippocampus free, hindered, and restricted diffusion. Significant correlations were seen between restricted caudate diffusion and early IAL and between hindered globus pallidus diffusion and late IAL, which were not moderated by age group. These findings indicate that individual differences in basal ganglia, but not hippocampal, gray matter microstructure contribute to learning, independent of age, further supporting basal ganglia involvement in IAL.
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