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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)

GPX1 is a tetramer that can react with H 2 O 2 and soluble low-molecular hydroperoxides, but not with more complex lipid hydroperoxides

This cuts foaming and surface stress

Significant increases in nitrotyrosine in the plasma, liver, heart, kidney, and aorta were found in the BSO-treated rats

While large-scale human trials continue, early clinical results prove promising for mental clarity enhancement