Open access
Sep 2026
Proteo-metabolomic integration identifies stage-specific candidate biomarkers for Parkinson’s disease
An integrated multi-omics approach provides a robust framework for stage-specific PD monitoring and potential clinical deployment using multi-omics machine learning to identify biofluid-specific signatures and evaluated predictive performance.
A. Galal, Ahmed Moustafa, Mohamed Salama
· npj Parkinson's Disease · 0 citations