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Conclusion: Our study introduces a unique method to assess personalized DILI risk

The journey began in the 1980s with research on Gila monster venom, culminating in the discovery of exendin-4, a stable, effective peptide for treating diabetes, demonstrating the progression from initial discovery to blockbuster diabetes medications

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The failure of reticulocytes to undergo maturation was associated with an increase in lipid peroxidation of reticulocytes and erythrocytes as revealed by Bodipy 581/591-C11-staining

Here, we directly compare this GSS-based approach to the competing method described above based on using IDOL, as well as other machine-learning methods, including Elastic Net and Random Forests