Evidence map›Paper›PMID 36288546›Full record

ArticleBrain : a journal of neurology2023

Cholinergic white matter pathways along the Alzheimer's disease continuum.

Milan Nemy, Martin Dyrba, Frederic Brosseron, Katharina Buerger, Peter Dechent, Laura Dobisch, Michael Ewers, Klaus Fliessbach, Wenzel Glanz, Doreen Goerss and 31 more

Open access · bronzeAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
7.9field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 56 citations in OpenAlex.

  1. Trial
  2. Review
  3. Post mortem MRI of cholinergic white matter pathways across neurodegenerative diseases.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  4. A lifespan staging model of basal forebrain cholinergic vulnerability.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  5. Article
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  11. Brain cholinergic terminal density utilizing [Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
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  16. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

41 authors at 13 institutions in 5 countries.

Milan NemyDepartment of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic.ORCID 0000-0002-4870-1354
Martin DyrbaGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.ORCID 0000-0002-3353-3167
Frederic BrosseronGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Katharina BuergerGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
Peter DechentMR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany.
Laura DobischGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Michael EwersGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.ORCID 0000-0001-5231-1714
Klaus FliessbachGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Wenzel GlanzGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Doreen GoerssGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.ORCID 0000-0002-5336-8349
Michael T HenekaGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Stefan HetzerBerlin Center for Advanced Neuroimaging, Charité-Universitätsmedizin Berlin, Berlin, Germany.
Enise I IncesoyGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Daniel JanowitzInstitute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.
Ingo KilimannGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.ORCID 0000-0002-3269-4452
Christoph LaskeGerman Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.
Franziska MaierDepartment of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany.
Matthias H MunkGerman Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.
Robert PerneczkyGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
Oliver PetersGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Lukas PreisDepartment of Psychiatry, Charité-Universitätsmedizin Berlin, Campus Benjamin Franklin, Berlin, Germany.
Josef PrillerGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Boris-Stephan RauchmannDepartment of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.
Sandra RöskeGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Nina RoyGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Klaus SchefflerDepartment for Biomedical Magnetic Resonance, University of Tübingen, Tübingen, Germany.
Anja SchneiderGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Björn H SchottGerman Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany.ORCID 0000-0002-8237-4481
Annika SpottkeGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Eike J SpruthGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Michael WagnerGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Jens WiltfangGerman Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany.
Renat YakupovGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.ORCID 0000-0002-3868-284X
Maria EriksdotterDivision of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm, Sweden.ORCID 0000-0003-2498-4000
Eric WestmanDivision of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm, Sweden.ORCID 0000-0002-3115-2977
Olga StepankovaDepartment of Biomedical Engineering and Assistive Technology, Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, Prague, Czech Republic.ORCID 0000-0002-4384-1868
Lenka VyslouzilovaDepartment of Biomedical Engineering and Assistive Technology, Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, Prague, Czech Republic.ORCID 0000-0002-5722-6671
Emrah DüzelGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.ORCID 0000-0002-0139-5388
Frank JessenGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.ORCID 0000-0003-1067-2102
Stefan J TeipelGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.ORCID 0000-0002-3586-3194
Daniel FerreiraDivision of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Stockholm, Sweden.ORCID 0000-0001-9522-4338
German Center for Neurodegenerative Diseases · DEUniversity Hospital Bonn · DECzech Technical University in Prague · CZKarolinska Institutet · SELMU Klinikum · DEUniversity of Cologne · DEBernstein Center for Computational Neuroscience Berlin · DECharité - Universitätsmedizin Berlin · DEKarolinska University Hospital · SEUniversity of Bonn · DEUniversity of Göttingen · DEUniversity of Tübingen · DEWellcome Centre for Human Neuroimaging · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Alzheimer DiseaseCognitive DysfunctionWhite MatterBrainCholinergic AgentsHumansCholinergic AgentsAlzheimer’s diseasecholinergic systemCSF markersMRInucleus basalis of Meynert

Identifiers

PMID36288546
PMCPMC10151179
OpenAlexW4307347541

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Registered trials

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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.