Publication:
In vivo cholinergic basal forebrain atrophy predicts cognitive decline in de novo Parkinson's disease.

dc.contributor.authorRay, Nicola J
dc.contributor.authorBradburn, Steven
dc.contributor.authorMurgatroyd, Christopher
dc.contributor.authorToseeb, Umar
dc.contributor.authorMir, Pablo
dc.contributor.authorKountouriotis, George K
dc.contributor.authorTeipel, Stefan J
dc.contributor.authorGrothe, Michel J
dc.date.accessioned2023-01-25T10:01:53Z
dc.date.available2023-01-25T10:01:53Z
dc.date.issued2018
dc.description.abstractSee 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.
dc.identifier.doi10.1093/brain/awx310
dc.identifier.essn1460-2156
dc.identifier.pmcPMC5837422
dc.identifier.pmid29228203
dc.identifier.pubmedURLhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5837422/pdf
dc.identifier.unpaywallURLhttps://academic.oup.com/brain/article-pdf/141/1/165/24175653/awx310.pdf
dc.identifier.urihttp://hdl.handle.net/10668/11893
dc.issue.number1
dc.journal.titleBrain : a journal of neurology
dc.journal.titleabbreviationBrain
dc.language.isoen
dc.organizationInstituto de Biomedicina de Sevilla-IBIS
dc.organizationHospital Universitario Virgen del Rocío
dc.page.number165-176
dc.pubmedtypeJournal Article
dc.pubmedtypeMulticenter Study
dc.pubmedtypeResearch Support, Non-U.S. Gov't
dc.rightsAttribution-NonCommercial 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/
dc.subjectParkinson’s disease
dc.subjectdementia
dc.subjectmild cognitive impairment
dc.subjectstructural MRI
dc.subject.meshAged
dc.subject.meshAtrophy
dc.subject.meshBasal Forebrain
dc.subject.meshBrain Mapping
dc.subject.meshCholinergic Agents
dc.subject.meshCognition Disorders
dc.subject.meshDisease Progression
dc.subject.meshFemale
dc.subject.meshHumans
dc.subject.meshImage Processing, Computer-Assisted
dc.subject.meshLongitudinal Studies
dc.subject.meshMagnetic Resonance Imaging
dc.subject.meshMale
dc.subject.meshMiddle Aged
dc.subject.meshMotor Activity
dc.subject.meshNeuropsychological Tests
dc.subject.meshParkinson Disease
dc.subject.meshROC Curve
dc.titleIn vivo cholinergic basal forebrain atrophy predicts cognitive decline in de novo Parkinson's disease.
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number141
dspace.entity.typePublication

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