Publication date: Jun 18, 2024
Parkinson’s disease is increasingly prevalent. It progresses from the pre-motor stage (characterised by non-motor symptoms like REM sleep behaviour disorder), to the disabling motor stage. We need objective biomarkers for early/pre-motor disease stages to be able to intervene and slow the underlying neurodegenerative process. Here, we validate a targeted multiplexed mass spectrometry assay for blood samples from recently diagnosed motor Parkinson’s patients (n = 99), pre-motor individuals with isolated REM sleep behaviour disorder (two cohorts: n = 18 and n = 54 longitudinally), and healthy controls (n = 36). Our machine-learning model accurately identifies all Parkinson patients and classifies 79% of the pre-motor individuals up to 7 years before motor onset by analysing the expression of eight proteins-Granulin precursor, Mannan-binding-lectin-serine-peptidase-2, Endoplasmatic-reticulum-chaperone-BiP, Prostaglaindin-H2-D-isomaerase, Interceullular-adhesion-molecule-1, Complement C3, Dickkopf-WNT-signalling pathway-inhibitor-3, and Plasma-protease-C1-inhibitor. Many of these biomarkers correlate with symptom severity. This specific blood panel indicates molecular events in early stages and could help identify at-risk participants for clinical trials aimed at slowing/preventing motor Parkinson’s disease.
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Concepts | Keywords |
---|---|
Parkinson | Aged |
Proteomics | Biomarkers |
Spectrometry | Biomarkers |
Case-Control Studies | |
Female | |
Humans | |
Machine Learning | |
Male | |
Mass Spectrometry | |
Middle Aged | |
Parkinson Disease | |
Proteomics |
Semantics
Type | Source | Name |
---|---|---|
disease | MESH | Parkinson’s disease |
drug | DRUGBANK | Serine |
drug | DRUGBANK | Human C1-esterase inhibitor |
disease | MESH | cognitive decline |
disease | MESH | dementia |
disease | MESH | syndromes |
drug | DRUGBANK | L-Phenylalanine |
drug | DRUGBANK | Pentaerythritol tetranitrate |
drug | DRUGBANK | Coenzyme M |
drug | DRUGBANK | Riboprine |
pathway | KEGG | Parkinson disease |
disease | MESH | REM Sleep Behavior Disorder |