These descriptors provide valuable information about the physicochemical and structural characteristics of the molecules, such as their size, shape, and functional groups. The use of PaDEL-Descriptor allowed for a detailed characterization of the molecular properties of the metabolites, providing a solid foundation for further analysis and interpretation of the data. In our research we used the 1D and 2D descriptors (1444 descriptors).