ArticleBrain : a journal of neurology2023
Cholinergic white matter pathways along the Alzheimer's disease continuum.
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 32 papers.
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Who cites it
32 citing papers in PubMed, 56 citations in OpenAlex.
- Structural and Functional Projections of the Nucleus Basalis of Meynert and Their Changes After Cognitive Training in Individuals With Mild Cognitive Impairment.CNS neuroscience & therapeutics · 2024Trial
- From Dysbiosis to Blood-Brain Barrier Disruption: The Metabolite-Mediated Gut-Brain Axis in Alzheimer's Disease.Molecular neurobiology · 2026Review
- Post mortem MRI of cholinergic white matter pathways across neurodegenerative diseases.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- A lifespan staging model of basal forebrain cholinergic vulnerability.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Review
- Nose-to-brain delivery of donepezil within a small dose improves bioavailability and efficacy for Alzheimer's disease treatment.Asian journal of pharmaceutical sciences · 2026Article
- Pedunculopontine-thalamic cholinergic projections in rapid eye movement sleep behaviour disorder.NPJ Parkinson's disease · 2026Article
- White matter microstructure differences in obstructive sleep apnea severity groups assessed by diffusion tensor metrics and biophysical modeling.Scientific reports · 2026Article
- Spatial Distribution and Clustering Patterns of Cognitive Impairment Among the Older Population - 31 PLADs, China, 2024.China CDC weekly · 2025Article
- Regional associations between cerebrovascular disease and cholinergic white matter pathways in the Lewy body continuum.NPJ Parkinson's disease · 2025Article
- Neuroprotective, and memory enhancement effects of Salvia aristata and its phenolic constituents: an in vitro, and in vivo study.BMC complementary medicine and therapies · 2025Article
- Brain cholinergic terminal density utilizing [Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Differences in cholinergic terminal density in adults with Down syndrome compared to neurotypical controls measured by [Neurobiology of aging · 2025Article
- Cognitive impairment and vulnerability of cholinergic brain network in the Alzheimer's continuum: free-water imaging based on diffusion tensor imaging.Frontiers in neuroscience · 2025Article
- Cholinergic white matter pathways integrity in prodromal and early manifest Lewy body disease.Brain communications · 2025Article
- Cerebrovascular co-pathology and cholinergic white matter pathways along the Lewy body continuum.Brain communications · 2025Article
- Unraveling the complexity of cognitive impairment following high-altitude exposure: from preclinical animal models to human organoids.Frontiers in neuroscience · 2025Review
- Intelligent cholinergic white matter pathways algorithm based on U-net reflects cognitive impairment in patients with silent cerebrovascular disease.Stroke and vascular neurology · 2024Article
- Meso-cortical pathway damage in cognition, apathy and gait in cerebral small vessel disease.Brain : a journal of neurology · 2024Article
- Age-Related Changes in the Cholinergic System in Adults with Down Syndrome Assessed Using [medRxiv : the preprint server for health sciences · 2024Article
- Multimodal gradients of basal forebrain connectivity across the neocortex.Nature communications · 2024Article
Corrections and comments
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Authors and funding
41 authors at 13 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Previous studies have shown that the cholinergic nucleus basalis of Meynert and its white matter projections are affected in Alzheimer's disease dementia and mild cognitive impairment. However, it is still unknown whether these alterations can be found in individuals with subjective cognitive decline, and whether they are more pronounced than changes found in conventional brain volumetric measurements. To address these questions, we investigated microstructural alterations of two major cholinergic pathways in individuals along the Alzheimer's disease continuum using an in vivo model of the human cholinergic system based on neuroimaging. We included 402 participants (52 Alzheimer's disease, 66 mild cognitive impairment, 172 subjective cognitive decline and 112 healthy controls) from the Deutsches Zentrum für Neurodegenerative Erkrankungen Longitudinal Cognitive Impairment and Dementia Study. We modelled the cholinergic white matter pathways with an enhanced diffusion neuroimaging pipeline that included probabilistic fibre-tracking methods and prior anatomical knowledge. The integrity of the cholinergic white matter pathways was compared between stages of the Alzheimer's disease continuum, in the whole cohort and in a CSF amyloid-beta stratified subsample. The discriminative power of the integrity of the pathways was compared to the conventional volumetric measures of hippocampus and nucleus basalis of Meynert, using a receiver operating characteristics analysis. A multivariate model was used to investigate the role of these pathways in relation to cognitive performance. We found that the integrity of the cholinergic white matter pathways was significantly reduced in all stages of the Alzheimer's disease continuum, including individuals with subjective cognitive decline. The differences involved posterior cholinergic white matter in the subjective cognitive decline stage and extended to anterior frontal white matter in mild cognitive impairment and Alzheimer's disease dementia stages. Both cholinergic pathways and conventional volumetric measures showed higher predictive power in the more advanced stages of the disease, i.e. mild cognitive impairment and Alzheimer's disease dementia. In contrast, the integrity of cholinergic pathways was more informative in distinguishing subjective cognitive decline from healthy controls, as compared with the volumetric measures. The multivariate model revealed a moderate contribution of the cholinergic white matter pathways but not of volumetric measures towards memory tests in the subjective cognitive decline and mild cognitive impairment stages. In conclusion, we demonstrated that cholinergic white matter pathways are altered already in subjective cognitive decline individuals, preceding the more widespread alterations found in mild cognitive impairment and Alzheimer's disease. The integrity of the cholinergic pathways identified the early stages of Alzheimer's disease better than conventional volumetric measures such as hippocampal volume or volume of cholinergic nucleus basalis of Meynert.
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