DEREK contributes to the 3Rs principle, which stands for Replacement, Reduction, and Refinement of animal testing, by providing an alternative method for toxicity screening. By predicting potential toxic effects using computational models, DEREK helps reduce the need for animal testing, supports the refinement of experimental designs to minimize animal use, and contributes to the replacement of some traditional testing methods with non-animal approaches.