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Furthermore, ML is powerful in biomarker discovery, where techniques like non-targeted metabolomics analyzed with deep learning have uncovered a wider spectrum of potential biomarkers for kidney function decline than conventional methods (Wu et al., 2022b)

Age-dependent alteration of antioxidant defense system in hypertensive and type-2 diabetes patients

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References: Glutathione and Parkinsons Disease: Glutathione metabolism in type 2 diabetes and its relationship with microvascular complications and glycemia Glutathione supplementation improves oxidative damage in experimental colitis Application of Glutathione as Anti-Oxidative and Anti-Aging Drugs Differentiating Sulfur Compounds Sulfa Drugs, Glucosamine Sulfate, Sulfur, and Sulfiting Agents by Subhuti Dharmananda, Ph.D., Director, Institute for Traditional Medicine, Portland, Oregon