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Xanthine, in particular, shows consistent performance in both classifiers, with its test set AUC scores (0.71 for the linear SVM, 0.72 for the radial SVM) slightly exceeding the cross-validated training scores (0.68 for the linear SVM, 0.63 for the radial SVM)

The collagen suprafamily: from biosynthesis to advanced biomaterial development

Lipidomic analysis revealed that GSH depletion significantly decreased levels of neutral lipids, including diacylglycerols (DAGs), triacylglycerols (TAGs), and cholesterol esters (CEs), while GSH depletion increased levels of sphingolipids and phospholipids (Figure 4, B and C, and Supplemental Figure 3, AC), many of which have been shown to improve hepatic steatosis (26)

doi: 10.1159/000466183 55 KawabataHGermainRSVuongPTNakamakiTSaidJWKoefflerHP