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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)

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The link between GSTP and cancer is most obvious in the overexpression of GSTP in many cancers, but it is also supported by the fact that the transformed phenotype of tumor cells is associated with aberrantly regulated kinase signaling pathways and cellular addiction to overexpressed proteins

The literature suggests that, during fracture healing, the systemic levels of CGRP increase [72]