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A metabolomic signature of treated and drug-naïve patients with Parkinson’s disease: a pilot study
- Publication Year :
- 2019
-
Abstract
- About 90% of cases of Parkinson’s disease (PD) are idiopathic and attempts to understand pathogenesis typically assume a multifactorial origin. Multifactorial diseases can be studied using metabolomics, since the cellular metabolome reflects the interplay between genes and environment. The aim of our case–control study is to compare metabolomic profiles of whole blood obtained from treated PD patients, de-novo PD patients and controls, and to study the perturbations correlated with disease duration, disease stage and motor impairment. We collected blood samples from 16 drug naive parkinsonian patients, 84 treated parkinsonian patients, and 42 age matched healthy controls. Metabolomic profiles have been obtained using gas chromatography coupled to mass spectrometry. Multivariate statistical analysis has been performed using supervised models; partial least square discriminant analysis and partial least square regression. This approach allowed separation between discrete classes and stratification of treated patients according to continuous variables (disease duration, disease stage, motor score). Analysis of single metabolites and their related metabolic pathways revealed unexpected possible perturbations related to PD and underscored existing mechanisms that correlated with disease onset, stage, duration, motor score and pharmacological treatment. Metabolomics can be useful in pathogenetic studies and biomarker discovery. The latter needs large-scale validation and comparison with other neurodegenerative conditions.
- Subjects :
- Oncology
Male
medicine.medical_specialty
Parkinson's disease
Endocrinology, Diabetes and Metabolism
Clinical Biochemistry
Pilot Projects
Disease
01 natural sciences
Biochemistry
Gas Chromatography-Mass Spectrometry
Pathogenesis
03 medical and health sciences
Metabolomics
Gas chromatography–mass spectrometry
Internal medicine
Metabolome
Medicine
Humans
Biomarker discovery
030304 developmental biology
Whole blood
Aged
Aged, 80 and over
0303 health sciences
business.industry
010401 analytical chemistry
Parkinson’s disease
Parkinson Disease
Middle Aged
medicine.disease
0104 chemical sciences
Drug-naïve
Case-Control Studies
Female
business
Biomarkers
medicine.drug
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....5aad771fdeaa296f78b1d6ada0dd0789