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Updated: Oct 7, 2026

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Longitudinal untargeted metabolomics of cognitive impairment in Parkinson's disease
Yuyuan Lin1, Yu Yu2, Keren Zhang1
1Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, California, USA.
Introduction:
Cognitive impairment is a common non-motor symptom of Parkinson's disease (PD), yet the mechanism remains unclear.
Methods:
Longitudinal serum samples from PD patients in a community-based case-control study were profiled, with cognition assessed by the Mini-Mental State Examination at baseline and follow-up. We performed three metabolome-wide association studies: a baseline cross-sectional analysis (n = 632), a time-to-event analysis (n = 412), and a repeated measures analysis (n = 265), followed by "Mummichog" pathway analysis.
Results:
Of the 4762 metabolomic features, four reached statistical significance in the baseline analysis, 22 in the time-to-event analysis, and none in the repeated measures analysis. Dysregulated pathways included purine metabolism, the pentose phosphate pathway, fatty acid pathways, and C21-steroid hormone biosynthesis and metabolism.
Discussion:
Disruptions in core metabolic pathways may contribute to PD-related cognitive impairments. Disturbances in pentose and purine pathways may occur before clinical cognitive decline is observed, suggesting early metabolic markers.
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