Biomedical subjects

Jarosław J Panek

Publications and source records attributed to Jarosław J Panek.

2 recordsLinked to original sources

PubMedDate not supplied

Kohonen network study of aromatic compounds based on electronic and nonelectronic structure descriptors.

Atoms in Molecules (AIM) and Electron Localization Function (ELF) methodologies were applied to describe the electronic structure of 88 aromatic compounds. The analyzed database contains molecules substituted by nucleophilic and electrophilic groups which are responsible for electron density distribution in the molecule and further for its reactivity. Radial Distribution Function (RDF), Weighted Holistic Invariant Molecular (WHIM), Three-Dimensional Molecule Representation of Structures based on Electron Diffraction (3D-MoRSE) and Geometry, Topology and Atom-Weights Assembly (GETAWAY) descriptors were taken into account describing the structures of the analyzed molecules. According to generated descriptor space the classification of the molecules has been subsequently performed using unsupervised learning strategy and Kohonen network. The final step of descriptor space testing was supervised learning of Counter-Propagation Artificial Neural Network (CPANN) using n-octanol/water partition coefficient (logP), dipole moment (DM) and molecular refractivity (MR) as target values.

Journal Article↗

PubMedDate not supplied

Molecular modeling study of leflunomide and its active metabolite analogues.

Leflunomide is known as a compound with various sorts of biological activity, which found a practical application in medicine. Search of current literature revealed an active metabolite of Leflunomide together with its eight analogues synthesized as protein tyrosine kinase inhibitors with potential anticancer activity. Accurate description of the molecular structure of these compounds is valuable. The detailed geometrical parameters description was performed using DFT theory. The conformational analysis and intramolecular proton transfer were considered. Using the most stable conformation the detailed electronic structure description was obtained by analysis of electron density and electrostatic potential distribution in the first step. Next, the topological analysis of the electron density by AIM method and electron localization function (ELF) theories supplemented this study. The AIM and ELF theories were applied to study the topology of the molecules, atomic charges distribution, and details of bonding. The theoretical investigations were performed in the gas phase and by using SCRF/PCM solvent reaction field. In this study the molecular modeling results for Leflunomide and the analogues of its active metabolite are presented.

Aniline Compounds↗