ArticleBrain : a journal of neurology2018
Dysfunctional effort-based decision-making underlies apathy in genetic cerebral small vessel disease.
Article in Brain : a journal of neurology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 51 citations in OpenAlex.
- Dopamine Modulates Dynamic Decision-Making during Foraging.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2020Trial
- Neurochemical drivers of effort: The roles of dopamine and beyond in physical and cognitive exertion.Neuroscience and biobehavioral reviews · 2026Review
- Examining effects of effort and reward magnitude on effort-cost decision-making in people with major depressive disorder.Cognitive, affective & behavioral neuroscience · 2026Article
- Apathy, effort-based decisions and brain integrity in Alzheimer's and Parkinson's diseases.Brain : a journal of neurology · 2026Article
- Providing choice enhances reading motivation.Quarterly journal of experimental psychology (2006) · 2026Article
- Shared and distinct features of common effort-based decision-making paradigms and their relation to brain structure and neuropsychiatric conditions: An integrated narrative review.Cognitive, affective & behavioral neuroscience · 2026Review
- A transdiagnostic, multi-modal approach to understanding apathy: Methodological and analytical framework.Neuroimage. Reports · 2025Article
- Fronto-motor circuits linked to effort-based decision-making and apathy in healthy subjects.Communications biology · 2025Article
- Effort Expenditure Reduces Prosocial Decision-Making: Computational Principles and Neural Mechanisms.Human brain mapping · 2025Article
- Decision cost hypersensitivity underlies Huntington's disease apathy.Brain : a journal of neurology · 2025Article
- Reward Decision Network Disconnection in Poststroke Apathy: A Prospective Multimodality Imaging Study.Human brain mapping · 2025Article
- Meso-cortical pathway damage in cognition, apathy and gait in cerebral small vessel disease.Brain : a journal of neurology · 2024Article
- The role of the human hippocampus in decision-making under uncertainty.Nature human behaviour · 2024Article
- Cognitive Control in Schizophrenia: Advances in Computational Approaches.Current directions in psychological science · 2024Article
- Negative symptoms and cognitive impairment are associated with distinct motivational deficits in treatment resistant schizophrenia.Molecular psychiatry · 2023Article
- Reward insensitivity is associated with dopaminergic deficit in rapid eye movement sleep behaviour disorder.Brain : a journal of neurology · 2023Article
- Apathy in Patients With Cerebral Amyloid Angiopathy: A Multimodal Neuroimaging Study.Neurology · 2023Article
- Are neuropsychiatric symptoms a marker of small vessel disease progression in older adults? Evidence from the Lothian Birth Cohort 1936.International journal of geriatric psychiatry · 2023Article
- The relevance of the socio-emotional deficits in cerebral small vessels disease (CSVD): An exploratory study with sporadic CSVD and CADASIL patients.Cerebral circulation - cognition and behavior · 2023Article
- Disordered Decision Making: A Cognitive Framework for Apathy and Impulsivity in Huntington's Disease.Movement disorders : official journal of the Movement Disorder Society · 2022Review
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Authors and funding
9 authors at 4 institutions in 2 countries.
Funding
Abstract
Apathy is a syndrome of reduced motivation that commonly occurs in patients with cerebral small vessel disease, including those with the early onset form, CADASIL (cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy). The cognitive mechanisms underlying apathy are poorly understood and treatment options are limited. We hypothesized that disrupted effort-based decision-making, the cognitive process by which potential rewards and the effort cost required to obtain them is integrated to drive behaviour, might underlie the apathetic syndrome. Nineteen patients with a genetic diagnosis of CADASIL, as a model of 'pure' vascular cognitive impairment, and 19 matched controls were assessed using two different behavioural paradigms and MRI. On a decision-making task, participants decided whether to accept or reject sequential offers of monetary reward in return for exerting physical effort via handheld dynamometers. Six levels of reward and six levels of effort were manipulated independently so offers spanned the full range of possible combinations. Choice, decision time and force metrics were recorded. Each participant's effort and reward sensitivity was estimated using a computational model of choice. On a separate eye movement paradigm, physiological reward sensitivity was indexed by measuring pupillary dilatation to increasing monetary incentives. This metric was related to apathy status and compared to the behavioural metric of reward sensitivity on the decision-making task. Finally, high quality diffusion imaging and tract-based spatial statistics were used to determine whether tracts linking brain regions implicated in effort-based decision-making were disrupted in apathetic patients. Overall, apathetic patients with CADASIL rejected significantly more offers on the decision-making task, due to reduced reward sensitivity rather than effort hypersensitivity. Apathy was also associated with blunted pupillary responses to incentives. Furthermore, these independent behavioural and physiological markers of reward sensitivity were significantly correlated. Non-apathetic patients with CADASIL did not differ from controls on either task, whilst actual motor performance of apathetic patients in both tasks was also normal. Apathy was specifically associated with reduced fractional anisotropy within tracts connecting regions previously associated with effort-based decision-making. These findings demonstrate behavioural, physiological and anatomical evidence that dysfunctional effort-based decision-making underlies apathy in patients with CADASIL, a model disorder for sporadic small vessel disease. Reduced incentivization by rewards rather than hypersensitivity to effort costs drives this altered pattern of behaviour. The study provides empirical evidence of a cognitive mechanism for apathy in cerebral small vessel disease, and identifies a promising therapeutic target for interventions to improve this debilitating condition.
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