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Uremia, a condition characterized by high waste product levels in the blood due to kidney dysfunction, is often easily identified through medical tests that check kidney function

As described by Kirtipal et al., by integrating intestinal metagenome, metabolome, and host data, machine learning algorithms can predict individual glycemic responses and reveal that microbiota metabolites (such as SCFAs) affect diabetes progression by regulating insulin sensitivity, providing a new strategy for precision nutrition (133)

Sci Rep (2022) 12:10484

These observations were performed by three independent physiatrists who were blinded to the treatment groups, ensuring unbiased assessment