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Abbreviations GSH: Glutathione mGSH: Mitochondrial glutathione ML: Machine learning DL: Deep learning ROS: Reactive oxygen species OXPHOS: Oxidative phosphorylation KEGG: Kyoto encyclopedia of genes and genomes CCLE: Cancer cell line encyclopedia TCGA: The cancer genome atlas GO: Gene ontology TrSSP: The transporter substrate specificity prediction server GSSG: Glutathione disulfide PCA: Principal component analysis PC: Principal component RF: Random forest DT: Decision tree NB: Nave Bayes SVM: Support vector machine ROC: Receiver operating characteristic PRC: Precision-recall curve TP: True positive TN: True negative FP: False positive FN: False negative AUROC: Area under receiver operating characteristic curve AUPRC: Area under precision-recall curve MCC: Matthews correlation coefficient CNN: Convolutional neural network TPR: True positive rate References Pavlova NN, Zhu J, Thompson CB

These discoveries contribute to a deeper understanding of the underlying mechanisms of these mood-stabilizing medications in the context of BD [30]

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