DrugPred_RNA-A Tool for Structure-Based Druggability Predictions for RNA Binding Sites.

RNA is an emerging target for drug discovery. However, like for proteins, not all RNA binding sites are equally suited to be addressed with conventional drug-like ligands. To this end, we have developed the structure-based druggability predictor DrugPred_RNA to identify druggable RNA binding sites. Due to the paucity of annotated RNA binding sites, the predictor was trained on protein pockets, albeit using only descriptors that can be calculated for both RNA and protein binding sites. DrugPred_RNA performed well in discriminating druggable from less druggable binding sites for the protein set and delivered predictions for selected RNA binding sites that agreed with manual assignment. In addition, most drug-like ligands contained in an RNA test set were found in pockets predicted to be druggable, further adding confidence to the performance of DrugPred_RNA. The method is robust against conformational and sequence changes in the binding sites and can contribute to direct drug discovery efforts for RNA targets.

Ligand design for riboswitches, an emerging target class for novel antibiotics.

Riboswitches are cis-acting gene regulatory elements and constitute potential targets for new antibiotics. Recent studies in this field have started to explore these targets for drug discovery. New ligands found by fragment screening, design of analogs of the natural ligands or serendipitously by phenotypic screening have shown antibacterial effects in cell assays against a range of bacteria strains and in animal models. In this review, we highlight the most advanced drug design work of riboswitch ligands and discuss the challenges in the field with respect to the development of antibiotics with a new mechanism of action.

Discovery of a Specific Inhibitor of Pyomelanin Synthesis in Legionella pneumophila.

Phenylalanine hydroxylase catalyzes the first step in the synthesis of pyomelanin, a pigment that aids in the acquisition of essential iron in certain bacteria. In this work, we present the development and application of a drug discovery protocol by targeting this enzyme in Legionella pneumophila, the major causative agent of Legionnaires' disease. We employ a combination of high-throughput screening to identify small-molecule binders, enzymatic activity measurements to identify inhibitors in vitro, and the verification of the inhibitory effect in vivo. The most potent inhibitor shows an IC50 value in the low micromolar range and successfully abolishes the synthesis of pyomelanin in L. pneumophila cultures at 10 µM. Thus, this compound represents a novel and effective tool for investigating the role of pyomelanin in the biology and pathogenicity of this organism. Altogether, the results demonstrate a successful pathway for drug development focusing on binding specificity in the initial high-throughput screening steps.