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Author

A. Galal

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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 · 0 citations

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