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In particular, compared to the mild degeneration group, the expression levels of ferroptosis driver genes ( ACSL4 , SLC39A14 , and CHAC1 ) were relatively higher in the severe degeneration group, whereas the expression levels of ferroptosis suppressor genes ( GPX4 , FTH1 , and HSPB1 ) were significantly lower (Fig

This approach ensures a resilient, patient-responsive framework that outperforms traditional fixed regimens

In addition, tanshinone IIA (Tan IIA) is a diterpene extracted from the root and rhizome of Salvia miltiorrhiza Bunge

A3, the conditioner and the denoiser are trained together, minimizing the mean square error (MSE), feeding the network with random patches of ERA5 predictors (64 64 pixels) and static data (512 512 pixels) for the conditioning and high-resolution target variables (512 512 pixels) for the ground truth