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Abstract
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.
Parkinson’s disease is lacking easily accessible biomarkers. Here the authors show, that targeted blood proteomics is feasible to identify the patients and to predict the phenoconvertion in prodromal subjects up to 7 years before symptom onset.
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1 UCL Institute of Child Health and Great Ormond Street Hospital, London, UK (GRID:grid.420468.c); Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
2 University Medical Center Goettingen, Department of Neurology, Goettingen, Germany (GRID:grid.411984.1) (ISNI:0000 0001 0482 5331); University Medical Center Goettingen, Institute for Neuroimmunology and Multiple Sclerosis Research, Goettingen, Germany (GRID:grid.411984.1) (ISNI:0000 0001 0482 5331)
3 University Medical Center Goettingen, Department of Neurology, Goettingen, Germany (GRID:grid.411984.1) (ISNI:0000 0001 0482 5331)
4 Paracelsus-Elena-Klinik, Kassel, Germany (GRID:grid.440220.0)
5 University of Bologna, Department of Experimental, Diagnostic, and Specialty Medicine (DIMES), Bologna, Italy (GRID:grid.6292.f) (ISNI:0000 0004 1757 1758)
6 IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy (GRID:grid.492077.f)
7 Queen Square, National Hospital for Neurology & Neurosurgery, London, UK (GRID:grid.436283.8) (ISNI:0000 0004 0612 2631)
8 University Medical Center Goettingen, Institute of Diagnostic and Interventional Neuroradiology, Goettingen, Germany (GRID:grid.411984.1) (ISNI:0000 0001 0482 5331)
9 Paracelsus-Elena-Klinik, Kassel, Germany (GRID:grid.440220.0); Philipps-University, Department of Neurology, Marburg, Germany (GRID:grid.10253.35) (ISNI:0000 0004 1936 9756)
10 UCL Institute of Child Health and Great Ormond Street Hospital, London, UK (GRID:grid.420468.c)
11 UCL Institute of Child Health and Great Ormond Street Hospital, London, UK (GRID:grid.420468.c); Quadram Institute Bioscience, Norwich Research Park, UCL: Food, Microbiomes and Health Institute Strategic Programme, Norwich, UK (GRID:grid.40368.39) (ISNI:0000 0000 9347 0159)
12 Paracelsus-Elena-Klinik, Kassel, Germany (GRID:grid.440220.0); University Medical Center Goettingen, Department of Neurosurgery, Goettingen, Germany (GRID:grid.411984.1) (ISNI:0000 0001 0482 5331)
13 Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
14 University Medical Center Goettingen, Department of Neurology, Goettingen, Germany (GRID:grid.411984.1) (ISNI:0000 0001 0482 5331); Paracelsus-Elena-Klinik, Kassel, Germany (GRID:grid.440220.0)