ArticleFrontiers in computational neuroscience2013
Fronto-striatal gray matter contributions to discrimination learning in Parkinson's disease.
Article in Frontiers in computational neuroscience, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 14 citations in OpenAlex.
- Altered reward processing underpins emotional apathy in dementia.Cognitive, affective & behavioral neuroscience · 2023Article
- Maladaptive avoidance patterns in Parkinson's disease are exacerbated by symptoms of depression.Behavioural brain research · 2020Article
- Dopamine Selectively Modulates the Outcome of Learning Unnatural Action-Valence Associations.Journal of cognitive neuroscience · 2017Article
- Dopamine selectively remediates 'model-based' reward learning: a computational approach.Brain : a journal of neurology · 2016Article
- Slips of Action and Sequential Decisions: A Cross-Validation Study of Tasks Assessing Habitual and Goal-Directed Action Control.Frontiers in behavioral neuroscience · 2016Article
- We know now: Mavridis atrophy is associated with cognitive impairment in Parkinson disease.AJNR. American journal of neuroradiology · 2015Article
- Tryptophan Depletion Promotes Habitual over Goal-Directed Control of Appetitive Responding in Humans.The international journal of neuropsychopharmacology · 2015Article
- Basal ganglia: physiological, behavioral, and computational studies.Frontiers in systems neuroscience · 2014Article
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Authors and funding
7 authors at 6 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Discrimination learning deficits in Parkinson's disease (PD) have been well-established. Using both behavioral patient studies and computational approaches, these deficits have typically been attributed to dopamine imbalance across the basal ganglia. However, this explanation of impaired learning in PD does not account for the possible contribution of other pathological changes that occur in the disease process, importantly including gray matter loss. To address this gap in the literature, the current study explored the relationship between fronto-striatal gray matter atrophy and learning in PD. We employed a discrimination learning task and computational modeling in order to assess learning rates in non-demented PD patients. Behaviorally, we confirmed that learning rates were reduced in patients relative to controls. Furthermore, voxel-based morphometry imaging analysis demonstrated that this learning impairment was directly related to gray matter loss in discrete fronto-striatal regions (specifically, the ventromedial prefrontal cortex, inferior frontal gyrus and nucleus accumbens). These findings suggest that dopaminergic imbalance may not be the sole determinant of discrimination learning deficits in PD, and highlight the importance of factoring in the broader pathological changes when constructing models of learning in PD.
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