2008/10/15 by П. О. Федичев, Fedichev, P. O., T.V. Kolesnikova +3
Biochemistry, Genetics and Molecular Biology · Medicine · Pharmacology, Toxicology and Pharmaceutics · #Biomolecules (q-bio.BM) #Drug Solubulity and Delivery Systems #Drug Transport and Resistance Mechanisms #FOS: Biological sciences #Protein purification and stability #Quantitative Methods (q-bio.QM)
paper · pdf · doi:10.48550/arxiv.0810.2617
openalex publication_date 2008/10/15 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
Due to inherent complexity active transport presents a landmark hurdle for oral absorption properties prediction. We present a novel approach carrier-mediated drug absorption parameters calculation based on entirely different paradigm than QSPR. We capitalize on recently emerged ideas that molecule activities against a large protein set can be used for prediction of biological effects and performed a large scale numerical docking of drug-like compounds to a large diversified set of proteins. As a result we identified for the first time a protein, binding to which correlates well with the intestinal permeability of many actively absorbed compounds. Although the protein is not a transporter, we speculate that it has the binding site force field similar to that of an important intestinal transporter. The observation helped us to improve the passive absorption model by adding non-liner flux associated with the transporting protein to obtain a quantitative model of active transport. This study demonstrates that binding data to a sufficiently representative set of proteins can serve as a basis for active absorption prediction for a given compound.