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Such documentation may include information related to purity levels, compound identification, testing methodologies, and batch verification procedures

Machine learning models integrating these metabolites with gut microbiota profiles (e.g., Gemmiger abundance, SCFA-producer/proteolytic bacteria ratios) demonstrate superior DKD risk stratification compared to traditional markers alone (AUC 0.830.93) (136, 138, 152)

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But the compound, given twice weekly, did not help those people whose symptoms were evident for between one and three years, and no one showed significant benefits

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