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.
We here report on non-equilibrium targeted Molecular Dynamics simulations as tool for the estimation of protein-ligand unbinding kinetics. With this method, we furthermore investigate the molecular basis determining unbinding rates, correlating simulations with experimental data from SPR kinetics measurements and X-ray crystallography on two small molecule compound libraries bound to the N-terminal domain of the chaperone Hsp90. Within the investigated libraries, we find ligand conformational changes and protein-ligand nonbonded interactions as discriminators for unbinding rates. Ligands with flexible chemical scaffold may remain longer at the protein target if they need to pass through extended conformations upon unbinding, or if they exhibit strong electrostatic and/or van der Waals interactions with the target. Ligands with rigid chemical scaffold can exhibit longer residence times if they need to perform any kind of conformational change for unbinding, while electrostatic interactions with the protein can facilitate unbinding. Our resultsshow that understanding the unbinding pathway and the protein-ligand interactions along this path is crucial for the prediction of small molecule ligands with defined unbinding kinetics.
Supporting InformationFour supporting tables, nine supporting figures and additional references (PDF)
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Accession CodesThe crystallographic coordinates of novel compounds are deposited in the Protein Data Bank under the accession codes 5LRL (2d) and 5LO1 (2j). Authors will release the atomic coordinates and experimental data upon article publication.
UMP kinase catalyses the phosphorylation of UMP by ATP to yield UDP and ADP. In prokaryotes, the reaction is carried out by a hexameric enzyme, activated by GTP and inhibited by UTP. In the present study, Streptococcus pneumoniae UMP kinase was studied as a target for antibacterial research and its interest was confirmed by the demonstration of the essentiality of the gene for cell growth. In the presence of MnCl 2 or MgCl 2 , the saturation kinetics of recombinant purified UMP kinase was hyperbolic for UMP (K m = 0.1 mM) and sigmoidal for ATP (the substrate concentration at half-saturation S 0.5 = 9.4 + − 0.7 mM and n = 1.9 + − 0.1 in the presence of MgCl 2 ). GTP increased the affinity for ATP and decreased the Hill coefficient (n). UTP decreased the affinity for ATP and only slightly increased the Hill coefficient.The k cat (175 + − 13 s −1 in the presence of MgCl 2 ) was not affected by the addition of GTP or UTP, whose binding site was shown to be different from the active site. The hydrodynamic radius of the protein similarly decreased in the presence of ATP or GTP. There was a shift in the pH dependence of the activity when the ATP concentration was switched from low to high. These results support the hypothesis of an allosteric transition from a conformation with low affinity for ATP to a form with high affinity, which would be induced by the presence of ATP or GTP.
Several extracts from Epilobium parviflorum, a plant used in Central Europe for the treatment of prostate disorders, were evaluated in a biochemical assay with 5-alpha-reductase. The aqueous extract displaying inhibition of the enzyme was analyzed, the fraction responsible for this activity was purified, and the active compound identified as a macrocyclic tannin, oenothein B (1).
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