glutathione and allergies Role of in immunity inflammation in the lung Liposomal Glutathione for Dogs |

Feature selection was consistent across folds, with the same 12 metabolites repeatedly selected in more than 35 cross-validation folds, indicating stable model performance ( Figure 4F )

For final model evaluation, we fixed the number of features and hyperparameters (including regularization parameter C) using the best-performing configuration and trained the model using a random seed

Most robust clinical data comes from injectable or intravenous protocols, not topical application

Univariate statistical testing was conducted to identify differentially expressed metabolites

The term glutathione injection may refer to either a glutathione push or to an intramuscular glutathione injection