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Uric acid acts as a strong antioxidant, which determines approximately 60% of the antioxidant potential of human plasma 53

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At odds with an early study indicating that mitochondria-mediated ROS production is not necessary for ferroptosis, 8 more recent evidence indicates that mitochondrion-mediated ROS production, DNA stress, and metabolic reprogramming are required for lipid peroxidation and ferroptosis induction

Recent studies showed LSTM models achieved high accuracy (i.e., MSE (Mean Squared Error) = 0.124, R 2 (R-squared score) = 0.945) in forecasting and anomaly detection tasks (Yunita et al., 2025)

For example, Smith and Smith (22) observed an inverse relationship between morphine-associated antinociception and M3G concentrations