ArticleBrain : a journal of neurology2023
Altered nucleus accumbens functional connectivity precedes apathy in Parkinson's disease.
Article in Brain : a journal of neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Non-invasive brain stimulation for treating cognitive and neuropsychiatric non-motor symptoms in Parkinson's disease and atypical parkinsonism: a systematic review and meta-analysis of randomized controlled trials.Journal of neural transmission (Vienna, Austria : 1996) · 2026Pooled it
- α1-Antitrypsin attenuates microglial NLR family pyrin domain containing 3 inflammasome activation via cannabinoid receptor 2 signaling to ameliorate α-synucleinopathy-related behavioral deficits.Molecular biomedicine · 2026Article
- Discrepant Views of Apathy in Patients and Caregivers: the Role of Cognitive Deficits in Parkinson's Disease.Movement disorders clinical practice · 2026Article
- Potential Effects of Music on Non-Motor Symptoms in Parkinson's Disease: Translating Mechanisms to Therapy.Neurology international · 2026Review
- Distinct functional connectivity patterns in myalgic encephalomyelitis and long COVID patients during cognitive fatigue: a 7 Tesla task-fMRI study.Journal of translational medicine · 2026Article
- Apathy and Reduced Voluntary Activity in Older Adults with Parkinson's Disease: Mechanisms, Clinical Assessment, and Rehabilitation Implications.Clinical interventions in aging · 2026Review
- Longitudinal brain morphometry in Parkinson's disease clinical subtypes: Distinct signatures forecast behavioral change within subtypes.Parkinsonism & related disorders · 2026Article
- Network localization of functional and structural correlates of apathy in Parkinson's disease.Frontiers in systems neuroscience · 2026Article
- Apathy linked to higher amyloid burden and cognitive deterioration in Parkinson's disease.Journal of Parkinson's disease · 2025Observational
- A transdiagnostic, multi-modal approach to understanding apathy: Methodological and analytical framework.Neuroimage. Reports · 2025Article
- Apathy self-awareness and its neural correlates in Parkinson's Disease.NPJ Parkinson's disease · 2025Article
- Association of Apathy with Poor Sleep Quality in Patients with Early Parkinson's Disease.Medicina (Kaunas, Lithuania) · 2025Article
- Brain-clinical signatures of basal ganglia-related dysfunctional reorganisation in Parkinson's disease.EBioMedicine · 2025Article
- Sketching a Space of Brain States.Neuroinformatics · 2025Article
- Impaired reward sensitivity in Parkinson's depression is unresponsive to dopamine treatment.Brain : a journal of neurology · 2025Article
- Impulse Control Disorders and Effort-Based Decision-Making in Parkinson's Disease Patients with Subthalamic Nucleus Deep Brain Stimulation.Movement disorders clinical practice · 2025Article
- Pathomechanisms of neuropsychiatric disturbances in atypical parkinsonian disorders: a current view.Journal of neural transmission (Vienna, Austria : 1996) · 2025Review
- Decision cost hypersensitivity underlies Huntington's disease apathy.Brain : a journal of neurology · 2025Article
- Behavioral disorders in dementia with Lewy bodies: old and new knowledge.Journal of neural transmission (Vienna, Austria : 1996) · 2025Review
- Behavioral disorders in Parkinson disease: current view.Journal of neural transmission (Vienna, Austria : 1996) · 2025Review
Corrections and comments
- Commented on by
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Work in animal and human neuroscience has identified neural regions forming a network involved in the production of motivated, goal-directed behaviour. In particular, the nucleus accumbens and anterior cingulate cortex are recognized as key network nodes underlying decisions of whether to exert effort for reward, to drive behaviour. Previous work has convincingly shown that this cognitive mechanism, known as effort-based decision making, is altered in people with Parkinson's disease with a syndrome of reduced goal-directed behaviour-apathy. Building on this work, we investigated whether the neural regions implementing effort-based decision-making were associated with apathy in Parkinson's disease, and more importantly, whether changes to these regions were evident prior to apathy development. We performed a large, multimodal neuroimaging analysis in a cohort of people with Parkinson's disease (n = 199) with and without apathy at baseline. All participants had ∼2-year follow-up apathy scores, enabling examination of brain structure and function specifically in those with normal motivation who converted to apathy by ∼2-year follow-up. In addition, of the people with normal motivation, a subset (n = 56) had follow-up neuroimaging data, allowing for examination of the 'rate of change' in key nodes over time in those who did, and did not, convert to apathy. Healthy control (n = 54) data were also included to aid interpretation of findings. Functional connectivity between the nucleus accumbens and dorsal anterior cingulate cortex was higher in people with normal motivation who later converted to apathy compared to those who did not, whereas no structural differences were evident between these groups. In contrast, grey matter volume in these regions was reduced in the group with existing apathy. Furthermore, of those with normal motivation who had undergone longitudinal neuroimaging, converters to apathy showed a higher rate of change in grey matter volume within the nucleus accumbens. Overall, we show that changes in functional connectivity between nucleus accumbens and anterior cingulate cortex precedes apathy in people with Parkinson's disease, with conversion to apathy associated with higher rate of grey matter volume loss in nucleus accumbens, despite no baseline differences. These findings significantly add to an accumulating body of transdiagnostic evidence that apathy arises from disruption to key nodes within a network in which normal goal-directed behaviour is instantiated, and raise the possibility of identifying those at risk for developing apathy before overt motivational deficits have arisen.
Indexed as
Identifiers
What OpenQuestion holds
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.