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Drug discovery is usually focused on a single protein target; in this process, existing compounds that bind to related proteins are often ignored. We describe ProBiS plugin, extension of our earlier ProBiS-ligands approach, which for a given protein structure allows prediction of its binding sites and, for each binding site, the ligands from similar binding sites in the Protein Data Bank. We developed a new database of precalculated binding site comparisons of about 290000 proteins to allow fast prediction of binding sites in existing proteins. The plugin enables advanced viewing of predicted binding sites, ligands’ poses, and their interactions in three-dimensional graphics. Using the InhA query protein, an enoyl reductase enzyme in the Mycobacterium tuberculosis fatty acid biosynthesis pathway, we predicted its possible ligands and assessed their inhibitory activity experimentally. This resulted in three previously unrecognized inhibitors with novel scaffolds, demonstrating the plugin’s utility in the early drug discovery process.

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Expanding antibiotic use in clinical practice and emergence of bacterial resistance are fueling research efforts for the development of novel antibacterials. Underexploited or completely novel mechanistic approaches and biological targets are of especial interest. Undecaprenyl pyrophosphate synthase (UppS) is an essential enzyme in the biosynthesis of the bacterial cell wall. Although UppS is a validated target, no selective inhibitors occur in materia medica. Nevertheless, several native substrate analogues have been reported and used in enzyme kinetics studies or as pharmacological probes. The majority of small-molecule UppS inhibitors belong to the well-known class of bisphosphonates that are primarily used for treatment of bone resorption disorders. The most potent compound of this class has an IC50 of 0.59 µM. Inherently, the selectivity and suitability of such compounds for antimicrobial drug design can be questioned. Therefore, highthroughput and virtual screenings for non-bisphosphonate inhibitors were performed, and nanomolar inhibitors of UppS were identified, some with antimicrobial activities towards clinically relevant strains. The reported scaffolds belong to tetramic and tetronic acids with IC50 in the 100-nM range, and to dihydropyridines with IC50 down to 40 nM, all with antibacterial activity. Aryl-diketo acids are also potent inhibitors with MRSA antimicrobial activity, with the allosteric inhibitor methylisoxazole-4-carboxamide (IC50, 50 nM) active on several pathogenic Streptococcus pneumoniae strains. Clomiphene is a well-known oestrogen receptor modulator, and it has been reported to inhibit UppS. Although conclusions on the structure activity relationships cannot be drawn from all these data, these compound series represent an important contribution to the field of antibiotics.