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By stacking these models using a gradient boosted machine model (the meta model) increased the test accuracy to 83.3%

Increasing tryptophan intake can lead to higher levels of melatonin and may improve sleep quantity and quality

doi:10.1016/j.jos.2019.07.017 17

The metabolomic analysis revealed that the primary significantly enriched metabolic pathways in both the PD and normal control (NC) groups included glucose signaling, central carbon metabolism, the tricarboxylic acid (TCA) cycle, glycolysis, choline metabolism, and fatty acid metabolism