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Description
The protective effects of zinc could be attributed to its ability to reduce collagen accumulation in liver and also it exerts critical physiological role in regulating the structure and function of cells

This process is exacerbated in individuals with Type 2 diabetes, characterized by chronic hyperglycemia, where elevated AGE levels are detectable in the plasma and serve as biomarkers for aging in diabetic patients, as shown in studies by Alexis [50] and Daniela [51]

LASSO analysis penalizes proteins with only minor contributions in determining metabolite abundance by assigning a coefficient of zero, which nominates proteins that can be prioritized for biological validation
doi: 10.2337/diab.44.8.992
