Drug-target residence time (τ), one of the main determinants of drug efficacy, remains highly challenging to predict computationally and, therefore, is usually not considered in the early stages of drug design. Here, we present an efficient computational method, τ-random acceleration molecular dynamics (τRAMD), for the ranking of drug candidates by their residence time and obtaining insights into ligand-target dissociation mechanisms. We assessed τRAMD on a data set of 70 diverse drug-like ligands of the N-terminal domain of HSP90α, a pharmaceutically important target with a highly flexible binding site, obtaining computed relative residence times with an accuracy of about 2.3τ for 78% of the compounds and less than 2.0τ within congeneric series. Analysis of dissociation trajectories reveals features that affect ligand unbinding rates, including transient polar interactions and steric hindrance. These results suggest that τRAMD will be widely applicable as a computationally efficient aid to improving drug residence times during lead optimization.

The molecular chaperones of the Hsp70 family have been recognized as targets for anti-cancer therapy. Since several paralogs of Hsp70 proteins exist in cytosol, endoplasmic reticulum and mitochondria, we investigated which isoform needs to be down-regulated for reducing viability of cancer cells. For two recently identified small molecule inhibitors, VER-155008 and 2-phenylethynesulfonamide (PES), which are proposed to target different sites in Hsp70s, we analyzed the molecular mode of action in vitro. We found that for significant reduction of viability of cancer cells simultaneous knockdown of heat-inducible Hsp70 (HSPA1) and constitutive Hsc70 (HSPA8) is necessary. The compound VER-155008, which binds to the nucleotide binding site of Hsp70, arrests the nucleotide binding domain (NBD) in a half-open conformation and thereby acts as ATP-competitive inhibitor that prevents allosteric control between NBD and substrate binding domain (SBD). Compound PES interacts with the SBD of Hsp70 in an unspecific, detergent-like fashion, under the conditions tested. None of the two inhibitors investigated was isoform-specific.

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Malaria remains a major killer in many parts of the world. Recently, there has been an increase in the role of public-private partnerships inciting academic and industrial scientists to merge their expertise in drug-target validation and in the early stage of drug discovery to identify potential new medicines. There is a need to identify and characterize new molecules showing high efficacy, low toxicity with low propensity to induce resistance in the parasite. In this context, we have studied the structural requirements of the inhibition of PfCDPK1. This is a calcium-dependent protein kinase expressed in Plasmodium falciparum, which has been genetically confirmed as essential for survival. A primary screening assay has been developed. A total of 54000 compounds were tested, yielding two distinct chemical series of nanomolar small molecule inhibitors. The most potent members of each series were further characterized through enzymatic and biophysical analyses. Dissociation rates of the inhibitor-kinase complexes were shown to be key parameters to differentiate both series. Finally, a homology-based model of the kinase core domain has been built which allows rational design of the next generation of inhibitors.

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