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Umbelliferone delays the progression of diabetic nephropathy by inhibiting ferroptosis through activation of the nrf-2/ho-1 pathway

Additionally, a confusion matrix was used to visually present model predictions, and a network structure diagram was created to illustrate layer connections and weight distributions, thus validating the diagnostic potential of key genes from multiple perspectives

I., Arigbede, T

Moreover, a number of molecular, cellular, pharmacological, and metabolomics studies indicate that mitochondrial metabolic activity is required for generating sufficient levels of ROS to trigger ferroptosis [47, 62]

However, we focused this review on sulforaphane due to its overwhelming use in neuronal disease models and clinical trials