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A six-metabolite panel as potential blood-based biomarkers for Parkinson's disease

Authors :
Blaine R. Roberts
Stephan Klatt
Berin A. Boughton
Malcolm K. Horne
Colin L. Masters
James D. Doecke
Anne M. Roberts
Source :
NPJ Parkinson's Disease, npj Parkinson's Disease, Vol 7, Iss 1, Pp 1-14 (2021)
Publication Year :
2021

Abstract

Characterisation and diagnosis of idiopathic Parkinson’s disease (iPD) is a current challenge that hampers both clinical assessment and clinical trial development with the potential inclusion of non-PD cases. Here, we used a targeted mass spectrometry approach to quantify 38 metabolites extracted from the serum of 231 individuals. This cohort is currently one of the largest metabolomic studies including iPD patients, drug-naïve iPD, healthy controls and patients with Alzheimer’s disease as a disease-specific control group. We identified six metabolites (3-hydroxykynurenine, aspartate, beta-alanine, homoserine, ornithine (Orn) and tyrosine) that are significantly altered between iPD patients and control participants. A multivariate model to predict iPD from controls had an area under the curve (AUC) of 0.905, with an accuracy of 86.2%. This panel of metabolites may serve as a potential prognostic or diagnostic assay for clinical trial prescreening, or for aiding in diagnosing pathological disease in the clinic.

Details

ISSN :
23738057
Volume :
7
Issue :
1
Database :
OpenAIRE
Journal :
NPJ Parkinson's disease
Accession number :
edsair.doi.dedup.....8f0885288d22caa5bdd06f3048f1f9ac