ArticleBrain : a journal of neurology2018
In vivo cholinergic basal forebrain atrophy predicts cognitive decline in de novo 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. Cited by 115 papers, 3 of them syntheses that pooled it.
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Who cites it
115 citing papers in PubMed, 3 syntheses or guidelines pooled it, 216 citations in OpenAlex.
- Predictors of cognitive impairment in Parkinson's disease: a systematic review and meta-analysis of prospective cohort studies.Journal of neurology · 2021Pooled it
- Electrical stimulation of the nucleus basalis of meynert: a systematic review of preclinical and clinical data.Scientific reports · 2021Pooled it
- Association Between REM Sleep Behavior Disorder and Cognitive Dysfunctions in Parkinson's Disease: A Systematic Review and Meta-Analysis of Observational Studies.Frontiers in neurology · 2020Pooled it
- Combined subthalamic and nucleus basalis of Meynert deep brain stimulation for Parkinson's disease with dementia (DEMPARK-DBS): protocol of a randomized, sham-controlled trial.Neurological research and practice · 2020Trial
- Cognitive impairment in Parkinson disease correlates with loss of cholinergic axon projections to cortex in an autopsy study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Baseline Regional Cholinergic Denervation Predicts Cognitive Trajectories in Moderate Parkinson Disease.Annals of clinical and translational neurology · 2026Article
- Article
- Overexpression of WNT3a in the Hippocampus Can Partly Alleviate Deficits in Animal Models of Alzheimer's Disease.Neurochemical research · 2026Article
- Neurotransmitter Dysregulation in Parkinson's Disease: Pathophysiological Insights and Therapeutic Perspectives.ACS chemical neuroscience · 2026Review
- Basal Forebrain Volume and Concurrent Hallucinations and Mild Cognitive Impairment in Parkinson's Disease.Movement disorders clinical practice · 2026Article
- Resting-State EEG Features of Cognitive Fluctuations Across the Lewy Body Disease Spectrum.Research square · 2026Article
- Pedunculopontine-thalamic cholinergic projections in rapid eye movement sleep behaviour disorder.NPJ Parkinson's disease · 2026Article
- Autologous Peripheral Nerve Tissue Grafts Implanted into the Nucleus Basalis of Meynert and Substantia Nigra at the Time of Bilateral Deep Brain Stimulation in Parkinson Disease: A Report of 2 Cases.Neurosurgery practice · 2026Article
- Asymmetric Cholinergic Basal Forebrain Atrophy Marks Freezing of Gait in Parkinson's Disease.The European journal of neuroscience · 2026Article
- Characteristics and mechanisms of cognitive impairment in Parkinson disease.Nature reviews. Neurology · 2026Review
- Neuroimaging and Pathology Biomarkers in Parkinson's Disease and Parkinsonism.Brain sciences · 2026Article
- Cholinergic degeneration in prodromal and early Parkinson's disease: a link to present and future disease states.Brain : a journal of neurology · 2026Article
- Basal Forebrain Volume Predicts Disease Conversion in Prodromal Synucleinopathy.Movement disorders clinical practice · 2026Article
- Subcortical Brain-Age Gaps Reveal Asymmetric Aging Patterns in Parkinson's Disease With Cognitive Impairment.Brain and behavior · 2026Article
- Baseline mood and non-motor symptom burden are associated with cognitive progression in Parkinson's disease: an interpretable follow-up cohort analysis with separate neuroimaging, molecular, and digital analyses in independent samples.Frontiers in artificial intelligence · 2026Article
55 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 4 institutions in 3 countries.
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No grant is acknowledged in the PubMed record.
Abstract
See Gratwicke and Foltynie (doi:10.1093/brain/awx333) for a scientific commentary on this article.Cognitive impairments are a prevalent and disabling non-motor complication of Parkinson's disease, but with variable expression and progression. The onset of serious cognitive decline occurs alongside substantial cholinergic denervation, but imprecision of previously available techniques for in vivo measurement of cholinergic degeneration limit their use as predictive cognitive biomarkers. However, recent developments in stereotactic mapping of the cholinergic basal forebrain have been found useful for predicting cognitive decline in prodromal stages of Alzheimer's disease. These methods have not yet been applied to longitudinal Parkinson's disease data. In a large sample of people with de novo Parkinson's disease (n = 168), retrieved from the Parkinson's Progressive Markers Initiative database, we measured cholinergic basal forebrain volumes, using morphometric analysis of T1-weighted images in combination with a detailed stereotactic atlas of the cholinergic basal forebrain nuclei. Using a binary classification procedure, we defined patients with reduced basal forebrain volumes (relative to age) at baseline, based on volumes measured in a normative sample (n = 76). Additionally, relationships between the basal forebrain volumes at baseline, risk of later cognitive decline, and scores on up to 5 years of annual cognitive assessments were assessed with regression, survival analysis and linear mixed modelling. In patients, smaller volumes in a region corresponding to the nucleus basalis of Meynert were associated with greater change in global cognitive, but not motor scores after 2 years. Using the binary classification procedure, patients classified as having smaller than expected volumes of the nucleus basalis of Meynert had ∼3.5-fold greater risk of being categorized as mildly cognitively impaired over a period of up to 5 years of follow-up (hazard ratio = 3.51). Finally, linear mixed modelling analysis of domain-specific cognitive scores revealed that patients classified as having smaller than expected nucleus basalis volumes showed more severe and rapid decline over up to 5 years on tests of memory and semantic fluency, but not on tests of executive function. Thus, we provide the first evidence that volumetric measurement of the nucleus basalis of Meynert can predict early cognitive decline. Our methods therefore provide the opportunity for multiple-modality biomarker models to include a cholinergic biomarker, which is currently lacking for the prediction of cognitive deterioration in Parkinson's disease. Additionally, finding dissociated relationships between nucleus basalis status and domain-specific cognitive decline has implications for understanding the neural basis of heterogeneity of Parkinson's disease-related cognitive decline.
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