1. Virtual Screening Against Carbohydrate-Binding Proteins : Evaluation and Application to Bacterial Burkholderia ambifaria Lectin
- Author
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Alexander Titz, Elizabeth Yuriev, Emilie Gillon, Paul A. Ramsland, Serge Pérez, Anne Imberty, Tamir Dingjan, HIPS, Helmholtz-Institut für Pharmazeutische Forschung Saarland, Universitätscampus E8.1 66123 Saarbrücken, Germany., Centre de Recherches sur les Macromolécules Végétales (CERMAV ), Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes [2016-2019] (UGA [2016-2019]), and Département de pharmacochimie moléculaire (DPM )
- Subjects
0301 basic medicine ,Models, Molecular ,Burkholderia ,Protein Conformation ,General Chemical Engineering ,Carbohydrates ,Receptors, Cell Surface ,Peptides and proteins ,Library and Information Sciences ,01 natural sciences ,Microbiology ,Small Molecule Libraries ,03 medical and health sciences ,Bacterial Proteins ,Lectins ,Bacteriology ,[CHIM]Chemical Sciences ,Carbohydrate-responsive element-binding protein ,Gene ,ComputingMilieux_MISCELLANEOUS ,Inhibition ,Virtual screening ,Binding Sites ,biology ,010405 organic chemistry ,Inhibitors ,Burkholderia ambifaria ,Lectin ,General Chemistry ,biology.organism_classification ,0104 chemical sciences ,Computer Science Applications ,Zinc ,030104 developmental biology ,Pseudomonas aeruginosa ,biology.protein - Abstract
Bacterial adhesion to human epithelia via lectins constitutes a therapeutic opportunity to prevent infection. Specifically, BambL (the lectin from Burkholderia ambifaria) is implicated in cystic fibrosis, where lectin-mediated bacterial adhesion to fucosylated lung epithelia is suspected to play an important role. We employed structure-based virtual screening to identify inhibitors of BambL-saccharide interaction with potential therapeutic value. To enable such discovery, a virtual screening protocol was iteratively developed via 194 retrospective screening protocols against 4 bacterial lectins (BambL, BC2L-A, FimH, and LecA) with known ligands. Specific attention was given to the rigorous evaluation of retrospective screening, including calculation of analytical errors for enrichment metrics. The developed virtual screening workflow used crystallographic constraints, pharmacophore filters, and a final manual selection step. The protocol was applied to BambL, predicting 15 active compounds from virtual libraries of approximately 7 million compounds. Experimental validation using fluorescence polarization confirmed micromolar inhibitory activity for two compounds, which were further characterized by isothermal titration calorimetry and surface plasmon resonance. Subsequent testing against LecB from Pseudomonas aeruginosa demonstrated binding specificity of one of the hit compounds. This report demonstrates the utility of virtual screening protocols, integrating ligand-based pharmacophore filtering and structure-based constraints, in the search for bacterial lectin inhibitors.
- Published
- 2023
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