ArticleBrain : a journal of neurology2018
Distinct effects of apathy and dopamine on effort-based decision-making in Parkinson's 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. It is linked to trial NCT05866575 (Prediction of the Therapeutic Response in Depression Based on an Early Neuro-computational Modeling Assessment of Motivation), which is not on this map. Cited by 79 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Prediction of the Therapeutic Response in Depression Based on an Early Neuro-computational Modeling Assessment of Motivation
Who cites it
79 citing papers in PubMed, 1 synthesis or guideline pooled it, 174 citations in OpenAlex.
- Disrupted reward processing in Parkinson's disease and its relationship with dopamine state and neuropsychiatric syndromes: a systematic review and meta-analysis.Journal of neurology, neurosurgery, and psychiatry · 2022Pooled it
- The effects of haloperidol on motor vigour and movement fusion during sequential reaching.PloS one · 2025Trial
- Dopamine Modulates Dynamic Decision-Making during Foraging.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2020Trial
- Latent profiles of apathy in the general population and their associations with psychopathology and functioning.Scientific reports · 2026Article
- Apathy, effort-based decisions and brain integrity in Alzheimer's and Parkinson's diseases.Brain : a journal of neurology · 2026Article
- The cognitive and motor determinants of the perception of effort.Cognitive, affective & behavioral neuroscience · 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
- The neural basis of prosocial effort-based decision making in older adults at risk for Alzheimer's disease.medRxiv : the preprint server for health sciences · 2026Article
- Dopamine Boosts Motivation for Prosocial Effort in Parkinson's Disease.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Decision context and neurobehavioural disturbance in Huntington's disease.Cognitive, affective & behavioral neuroscience · 2026Article
- Apathy and Depression Impact on Cognitive Decline: Neuropsychological Specificities across Neurodegenerative Diseases.Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists · 2026Article
- Apathy and Reduced Voluntary Activity in Older Adults with Parkinson's Disease: Mechanisms, Clinical Assessment, and Rehabilitation Implications.Clinical interventions in aging · 2026Review
- A transdiagnostic, multi-modal approach to understanding apathy: Methodological and analytical framework.Neuroimage. Reports · 2025Article
- A computational approach to understanding effort-based decision-making in depression.Psychological medicine · 2025Article
- An interoceptive model of energy allostasis linking metabolic and mental health.Science advances · 2025Review
- Fronto-motor circuits linked to effort-based decision-making and apathy in healthy subjects.Communications biology · 2025Article
- A computational approach to understanding effort-based decision-making in depression.bioRxiv : the preprint server for biology · 2025Article
- A common alteration in effort-based decision-making in apathy, anhedonia, and late circadian rhythm.eLife · 2025Article
- Impaired reward sensitivity in Parkinson's depression is unresponsive to dopamine treatment.Brain : a journal of neurology · 2025Article
- Article
19 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
Effort-based decision-making is a cognitive process crucial to normal motivated behaviour. Apathy is a common and disabling complication of Parkinson's disease, but its aetiology remains unclear. Intriguingly, the neural substrates associated with apathy also subserve effort-based decision-making in animal models and humans. Furthermore, the dopaminergic system plays a core role in motivating effortful behaviour for reward, and its dysfunction has been proposed to play a crucial role in the aetiology of apathy in Parkinson's disease. We hypothesized that disrupted effort-based decision-making underlies the syndrome of apathy in Parkinson's disease, and that this disruption may be modulated by the dopaminergic system. An effort-based decision-making task was administered to 39 patients with Parkinson's disease, with and without clinical apathy, ON and OFF their normal dopaminergic medications across two separate sessions, as well as 32 healthy age- and gender-matched controls. On a trial-by-trial basis, participants decided whether to accept or reject offers of monetary reward in return for exerting different levels of physical effort via handheld, individually calibrated dynamometers. Effort and reward were manipulated independently, such that offers spanned the full range of effort/reward combinations. Apathy was assessed using the Lille apathy rating scale. Motor effects of the dopamine manipulation were assessed using the Unified Parkinson's Disease Rating Scale part three motor score. The primary outcome variable was choice (accept/decline offer) analysed using a hierarchical generalized linear mixed effects model, and the vigour of squeeze (Newtons exerted above required force). Both apathy and dopamine depletion were associated with reduced acceptance of offers. However, these effects were driven by dissociable patterns of responding. While apathy was characterized by increased rejection of predominantly low reward offers, dopamine increased responding to high effort, high reward offers, irrespective of underlying motivational state. Dopamine also exerted a main effect on motor vigour, increasing force production independently of reward offered, while apathy did not affect this measure. The findings demonstrate that disrupted effort-based decision-making underlies Parkinson's disease apathy, but in a manner distinct to that caused by dopamine depletion. Apathy is associated with reduced incentivization by the rewarding outcomes of actions. In contrast, dopamine has a general effect in motivating behaviour for high effort, high reward options without altering the response pattern that characterizes the apathetic state. Thus, the motivational deficit observed in Parkinson's disease appears not to be simply secondary to dopaminergic depletion of mesocorticolimbic pathways, suggesting non-dopaminergic therapeutic strategies for apathy may be important future targets.
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Registered trials
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.