Extremely high affinity and selectivity are two of the most sought-after properties of drug molecules. Selectivity has been difficult to achieve, especially for targets that belong to large families of structurally and functionally related proteins. There are essentially two ways [AU1] by which selectivity can be improved during lead optimization: a chemical modification of the lead compound that improves the affinity towards the target to a higher extent than to off-target molecules; and a chemical modification that lowers the affinity of the lead compound towards off-target molecules. Maximal selectivity is achieved when both mechanisms can be combined synergistically. As we discuss here, analysis of several protease inhibitors that vary in a single functionality indicates that nonpolar functionalities preferentially follow the first mechanism, whereas polar functionalities follow the second, and that those features are imprinted in their thermodynamic signatures.
Over the past 10 years, protease inhibitors have been a key component in antiretroviral therapies for HIV/AIDS. While the vast majority of HIV/AIDS cases in the world are due to HIV-1, HIV-2 infection must also be addressed. HIV-2 is endemic to Western Africa, and has also appeared in European countries such as Portugal, Spain, and Estonia. Current protease inhibitors have not been optimized for treatment of HIV-2 infection; therefore, it is important to assess the effectiveness of currently FDA-approved protease inhibitors against the HIV-2 protease, which shares only 50% sequence identity with the HIV-1 protease. Kinetic inhibition assays were performed to measure the inhibition constants (K(i)) of the HIV-1 protease inhibitors indinavir, nelfinavir, saquinavir, ritonavir, amprenavir, lopinavir, atazanavir, tipranavir, and darunavir against the HIV-2 protease. Lopinavir, saquinavir, tipranavir, and darunavir exhibit the highest potency with K(i) values of 0.7, 0.6, 0.45, and 0.17 nm, respectively. These K(i) values are 84, 2, 24, and 17 times weaker than the corresponding values against the HIV-1 protease. In general, inhibitors show K(i) ratios ranging between 2 and 80 for the HIV-2 and HIV-1 proteases. The relative drop in potency is proportional to the affinity of the inhibitor against the HIV-1 protease and is related to specific structural characteristics of the inhibitors. In particular, the potency drop is high when the maximum cap size of the inhibitors consists of very few atoms. Caps are groups located at the periphery of the molecule that are added to core structures to increase the specificity of the inhibitor to its target. The caps positioned on the HIV-1 protease inhibitors affect selectivity through interactions with distinct regions of the binding pocket. The flexibility and adaptability imparted by the higher number of rotatable bonds in large caps enables an inhibitor to accommodate changes in binding pocket geometry between HIV-1 and HIV-2 protease.
We describe here the design, synthesis and biological evaluation of a series of molecules toward the development of novel peptidomimetic inhibitors of SARS-CoV 3CL(pro). A docking study involving binding between the initial lead compound 1 and the SARS-CoV 3CL(pro) motivated the replacement of a thiazole with a benzothiazole unit as a warhead moiety at the P1' site. This modification led to the identification of more potent derivatives, including 2i, 2k, 2m, 2o, and 2p, with IC(50) or K(i) values in the submicromolar to nanomolar range. In particular, compounds 2i and 2p exhibited the most potent inhibitory activities, with K(i) values of 4.1 and 3.1 nM, respectively. The peptidomimetic compounds identified through this process are attractive leads for the development of potential therapeutic agents against SARS. The structural requirements of the peptidomimetics with potent inhibitory activities against SARS-CoV 3CL(pro) may be summarized as follows: (i) the presence of a benzothiazole warhead at the S1'-position; (ii) hydrogen bonding capabilities at the cyclic lactam of the S1-site; (iii) appropriate stereochemistry and hydrophobic moiety size at the S2-site and (iv) a unique folding conformation assumed by the phenoxyacetyl moiety at the S4-site.
IntroductionPaclitaxel is used widely in the treatment of breast cancer. Not all tumors respond to this drug, however, and the characteristics that distinguish resistant tumors from sensitive tumors are not well defined. Activation of the spindle assembly checkpoint is required for paclitaxel-induced cell death. We hypothesized that cyclin-dependent kinase (CDK) 1 activity and CDK2 activity in cancer cells, which reflect the activation state of the spindle assembly checkpoint and the growth state, respectively, predict sensitivity to paclitaxel.MethodsCell viability assays and DNA and chromatin morphology analyses were performed in human breast cancer cell lines to evaluate sensitivity to paclitaxel and the cell cycle response to paclitaxel. We then examined the specific activities of CDK1 and CDK2 in these cell lines and in xenograft models of human breast cancer before and after paclitaxel treatment. Protein expression and kinase activity of CDKs and cyclins were analyzed using a newly developed assay system.ResultsIn the cell lines, biological response to paclitaxel in vitro did not accurately predict sensitivity to paclitaxel in vivo. Among the breast cancer xenograft tumors, however, tumors with significantly increased CDK1 specific activity after paclitaxel treatment were sensitive to paclitaxel in vivo, whereas tumors without such an increase were resistant to paclitaxel in vivo. Baseline CDK2 specific activity was higher in tumors that were sensitive to paclitaxel than in tumors that were resistant to paclitaxel.ConclusionsThe change in CDK1 specific activity of xenograft tumors after paclitaxel treatment and the CDK2 specific activity before paclitaxel treatment are both associated with the drug sensitivity in vivo. Analysis of cyclin-dependent kinase activity in the clinical setting could be a powerful approach for predicting paclitaxel sensitivity.
SummaryThe expression of genes of Saccharomyces cerevisiae encoding the enzymes involved in the metabolism of thiamin ( THI genes) is co-ordinately repressed by exogenous thiamin and induced in the absence of thiamin. In this yeast THI regulatory system acts mainly at the transcriptional level, thiamin pyrophosphate (TDP) seems to serve as a corepressor, and genetic studies have identified three positive regulatory factors (Thi2p, Thi3p and Pdc2p). We found in a DNA microarray analysis that the expression of THI genes increased 10-to 90-fold in response to thiamin deprivation, and likewise, the expression of THI2 and THI3 increased 17-fold and threefold, respectively. After transfer from repressing to inducing medium, the promoter activity of both THI2 and THI3 increased in parallel with that of PHO3 , one of THI genes. The stimulation of THI3 promoter activity was diminished by deletion of THI3 , indicative of the autoregulation of THI3 . The THI genes were not induced when THI2 was expressed from the yeast GAL1 promoter in a thi3 Δ Δ Δ Δ strain or when THI3 was expressed in a thi2 Δ Δ Δ Δ strain, suggesting that Thi2p and Thi3p participate simultaneously in the induction. When mutant Thi3p proteins lacking TDP-binding activity were produced in the thi3 Δ Δ Δ Δ strain, THI genes were expressed even under thiamin-replete conditions. This result supports the hypothesis that Thi3p senses the intracellular signal of the THI regulatory system to exert transcriptional control. Furthermore, Thi2p and Thi3p were demonstrated to bind each other and this interaction was partially diminished by exogenous thiamin, suggesting that Thi2p and Thi3p stimulate the expression as a complex whose function is disturbed by TDP bound to Thi3p. We discuss the possibility that the induction of THI genes is triggered by the activation of the complex attributed to decrease in intracellular TDP and the elevated complex in the autoregulatory fashion further upregulates THI genes. This is the first report of the involvement of the TDP-binding motif in genetic regulation.
Binding affinity optimization is critical during drug development. Here we evaluate the thermodynamic consequences of filling a binding cavity with functionalities of increasing van der Waals radii (-H, -F, -Cl and CH3) that improve the geometric fit without participating in hydrogen bonding or other specific interactions. We observe a binding affinity increase of two orders of magnitude. There appears to be three phases in the process. The first phase is associated with the formation of stable van der Waals interactions. This phase is characterized by a gain in binding enthalpy and a loss in binding entropy, attributed to a loss of conformational degrees of freedom. For the specific case presented in this paper, the enthalpy gain amounts to −1.5 kcal/mol while the entropic losses amount to +0.9 kcal/mol resulting in a net 3.5-fold affinity gain. The second phase is characterized by simultaneous enthalpic and entropic gains. This phase improves the binding affinity 25-fold. The third phase represents the collapse of the trend and is triggered by the introduction of chemical functionalities larger than the binding cavity itself (CH(CH3)2). It is characterized by large enthalpy and affinity losses. The thermodynamic signatures associated with each phase provide guidelines for lead optimization.
This work describes the design, synthesis, and evaluation of low-molecular weight peptidic SARS-CoV 3CL protease inhibitors. The inhibitors were designed based on the potent tripeptidic Z-Val-Leu-Ala(pyrrolidone-3-yl)-2-benzothiazole (8; Ki = 4.1 nM), in which the P3 valine unit was substituted with a variety of distinct moieties. The resulting series of dipeptide-type inhibitors displayed moderate to good inhibitory activities against 3CL(pro). In particular, compounds 26m and 26n exhibited good inhibitory activities with Ki values of 0.39 and 0.33 μM, respectively. These low-molecular weight compounds are attractive leads for the further development of potent peptidomimetic inhibitors with pharmaceutical profiles. Docking studies were performed to model the binding interaction of the compound 26m with the SARS-CoV 3CL protease. The preliminary SAR study of the peptidomimetic compounds with potent inhibitory activities revealed several structural features that boosted the inhibitory activity: (i) a benzothiazole warhead at the S1' position, (ii) a γ-lactam unit at the S1-position, (iii) an appropriately hydrophobic leucine moiety at the S2-position, and (iv) a hydrogen bond between the N-arylglycine unit and a backbone hydrogen bond donor at the S3-position.
A pho6 mutant of Saccharomyces cerevisiae, lacking a regulatory gene for the synthesis of periplasmic thiamine-repressible acid phosphatase activity, was found to be auxotrophic for thiamine. The activities of four enzymes involved in the synthesis of thiamine monophosphate were hardly detectable in the crude extract from the pho6 mutant. On the other hand, the activities of these enzymes and thiamine-repressible acid phosphatase in a wild-type strain of S. cerevisiae, H42, decreased with the increase in the concentration of thiamine in yeast cells. These results suggest that thiamine synthesis in S. cerevisiae is subject to a positive regulatory gene, PHO6, whereas it is controlled negatively by the intracellular thiamine level.Two species of acid phosphatase present in the periplasmic space of Saccharomyces cerevisiae are repressible by Pi and thiamine, respectively (14, 16). The thiamine-repressible acid phosphatase (T-rAPase) is coded by the PH03 gene (16) and requires two additional complementary genes, PH06 and PHO7, for its synthesis (15). During the study on a possible role for T-rAPase we found that the pho6 mutant is auxotrophic for thiamine. In this communication we present evidence indicating that the PH06 gene is involved in the regulation of the synthesis not only of T-rAPase but also of enzymes synthesizing thiamine monophosphate from 2-methyl-4-amino-5-hydroxymethylpyrimidine(hydroxymethylpyrimidine) and 4-methyl-5-p-hydroxyethylthiazole (hydroxyethylthiazole) in S. cerevisiae ( Fig. 1) (2,3,12,13). We also report that the activities of these enzymes are coordinately repressed by exogenous thiamine, suggesting that both positive and negative regulatory mechanisms are involved in thiamine biosynthesis in S. cerevisiae.S. cerevisiae was grown at 30°C in Wickerham synthetic medium (17) with or without thiamine. After harvesting, yeast cells were washed once with cold water and then suspended in 0.05 M potassium phosphate buffer (pH 7.5) containing 1 mM 2-mercaptoethanol and 1 mM EDTA. The cell suspensions were sonicated at 9 KHz for 20 min below 4°C. The supernatant after centrifugation at 28,000 x g for 30 min was used immediately as a crude extract, or it was stored for several weeks at -80°C without any loss of enzyme activity. Measurement of intracellular contents of thiamine and thiamine phosphates was carried out by highpressure liquid chromatography as previously reported (10). T-rAPase activity with p-nitrophenyl phosphate as a substrate was determined from the amount of p-nitrophenol produced as previously described (14 Assay of overall thiamine-synthesizing activity from hydroxymethylpyrimidine and hydroxyethylthiazole. The reaction mixture contained 0.05 M Tris hydrochloride buffer (pH 7.5), 10 ,uM hydroxymethylpyrimidine, 10 p.M hydroxyethylthiazole, 10 mM ATP, 20 mM MgCl2, and the crude extract (2 mg of protein) in a final volume of 5 ml. After incubation at 37°C for 30 min, the reaction was stopped by adding 2.5 ml of 10% metaphosphoric acid and then centrifuged at 2,000 x g for 10 min...
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