29 research outputs found

    BCL::EMAS — Enantioselective Molecular Asymmetry Descriptor for 3D-QSAR

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    Stereochemistry is an important determinant of a molecule’s biological activity. Stereoisomers can have different degrees of efficacy or even opposing effects when interacting with a target protein. Stereochemistry is a molecular property difficult to represent in 2D-QSAR as it is an inherently three-dimensional phenomenon. A major drawback of most proposed descriptors for 3D-QSAR that encode stereochemistry is that they require a heuristic for defining all stereocenters and rank-ordering its substituents. Here we propose a novel 3D-QSAR descriptor termed Enantioselective Molecular ASymmetry (EMAS) that is capable of distinguishing between enantiomers in the absence of such heuristics. The descriptor aims to measure the deviation from an overall symmetric shape of the molecule. A radial-distribution function (RDF) determines a signed volume of tetrahedrons of all triplets of atoms and the molecule center. The descriptor can be enriched with atom-centric properties such as partial charge. This descriptor showed good predictability when tested with a dataset of thirty-one steroids commonly used to benchmark stereochemistry descriptors (r2 = 0.89, q2 = 0.78). Additionally, EMAS improved enrichment of 4.38 versus 3.94 without EMAS in a simulated virtual high-throughput screening (vHTS) for inhibitors and substrates of cytochrome P450 (PUBCHEM AID891)

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    BCL::EMAS — Enantioselective Molecular Asymmetry Descriptor for 3D-QSAR

    No full text
    Stereochemistry is an important determinant of a molecule’s biological activity. Stereoisomers can have different degrees of efficacy or even opposing effects when interacting with a target protein. Stereochemistry is a molecular property difficult to represent in 2D-QSAR as it is an inherently three-dimensional phenomenon. A major drawback of most proposed descriptors for 3D-QSAR that encode stereochemistry is that they require a heuristic for defining all stereocenters and rank-ordering its substituents. Here we propose a novel 3D-QSAR descriptor termed Enantioselective Molecular ASymmetry (EMAS) that is capable of distinguishing between enantiomers in the absence of such heuristics. The descriptor aims to measure the deviation from an overall symmetric shape of the molecule. A radial-distribution function (RDF) determines a signed volume of tetrahedrons of all triplets of atoms and the molecule center. The descriptor can be enriched with atom-centric properties such as partial charge. This descriptor showed good predictability when tested with a dataset of thirty-one steroids commonly used to benchmark stereochemistry descriptors (r<sup>2</sup> = 0.89, q<sup>2</sup> = 0.78). Additionally, EMAS improved enrichment of 4.38 versus 3.94 without EMAS in a simulated virtual high-throughput screening (vHTS) for inhibitors and substrates of cytochrome P450 (PUBCHEM AID891)

    Discovery of Small-Molecule Modulators of the Human Y<sub>4</sub> Receptor

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    <div><p>The human neuropeptide Y<sub>4</sub> receptor (Y<sub>4</sub>R) and its native ligand, pancreatic polypeptide, are critically involved in the regulation of human metabolism by signaling satiety and regulating food intake, as well as increasing energy expenditure. Thus, this receptor represents a putative target for treatment of obesity. With respect to new approaches to treat complex metabolic disorders, especially in multi-receptor systems, small molecule allosteric modulators have been in the focus of research in the last years. However, no positive allosteric modulators or agonists of the Y<sub>4</sub>R have been described so far. In this study, small molecule compounds derived from the Niclosamide scaffold were identified by high-throughput screening to increase Y<sub>4</sub>R activity. Compounds were characterized for their potency and their effects at the human Y<sub>4</sub>R and as well as their selectivity towards Y<sub>1</sub>R, Y<sub>2</sub>R and Y<sub>5</sub>R. These compounds provide a structure-activity relationship profile around this common scaffold and lay the groundwork for hit-to-lead optimization and characterization of positive allosteric modulators of the Y<sub>4</sub>R.</p></div

    YR subtype selectivity of Y<sub>4</sub>R PAMs.

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    <p>Effect of 30 μM compound on the pEC<sub>50</sub> of Y-receptor agonists in COS-7 cells stable expressing a Y receptor subtype and the chimeric G-protein G<sub>α6qi4myr</sub>. Receptors were stimulated with their native ligands (Y<sub>1</sub>R, Y<sub>2</sub>R, Y<sub>5</sub>R: NPY; Y<sub>4</sub>R: PP). For Y-axis values, positive modulation represents an increase in the apparent potency (pEC<sub>50</sub>) of the native agonist and negative modulation represents a decrease in the apparent potency of the native agonist. Data represent the mean ± SEM of at least two independent experiments (for full concentration-response curves see <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0157146#pone.0157146.s002" target="_blank">S2 Fig</a>) (*p < .05, ***p < .001 Bonferroni).</p

    Distinct positions of the Niclosamide scaffold were shown to be relevant for Y<sub>4</sub>R PAM activity and YR selectivity.

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    <p>Substitutions in the benzoyl ring are important for Y<sub>4</sub>R potency (green), and offer a potential modification site (grey). Modifications in the aniline ring engender selectivity towards Y<sub>1</sub>R / Y<sub>5</sub>R subtype (red).</p

    Y<sub>4</sub>R PAM activity of Niclosamide-like compounds.

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    <p>Potency of the Y<sub>4</sub>R PAMs was investigated with an inositol phosphate accumulation assay through potentiation of a PP EC<sub>20</sub> response. Data have been normalized to the maximum IP accumulation caused by the Y<sub>4</sub>R native ligand PP. Data represent the mean ± SEM of three independent experiments performed in duplicate.</p

    Validation of Y<sub>4</sub>R PAM activity and subtype selectivity of initial Ca<sup>2+</sup>-flux-based screen hit compounds in an inositol phosphate accumulation assay.

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    <p>(A) Compound structures. (B) Effect of 10 μM compound on submaximal YR activation by 1 nM ligand, which represents EC<sub>20</sub>-EC<sub>60</sub> (Y<sub>1,2,5</sub>R: NPY; Y<sub>4</sub>R: PP). Data represent the mean ± SEM of two independent experiments each performed in quadruplicate (*** p ≤ .001 Bonferroni).</p
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