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The AI model evaluated thousands of data points, including microbiome profiles, metabolites, and immune responses

The emergence of multimodal cohort studies that combine transcriptomics, imaging mass cytometry, and epigenetic data points to the development of personalized medicine in which metabolic signatures inform therapeutic strategies [140]

These products have FDA-reviewed labeling, manufacturing standards, and safety information

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Access to this dataset, i.e., the SingHealth Diabetes Registry, is possible on reasonable request to Dr