8 research outputs found

    Total Synthesis of the Naturally Occurring Glycosylflavone Aciculatin

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    The new flavone-glycoside aciculatin (<b>1</b>), from <i>Chrysopogon aciculatus</i>, has been shown to have cytotoxic, anti-inflammatory, and antiarthritis activity. Further biological studies have been limited because of the limited availability of <b>1</b> from natural sources. Herein the first total synthesis of <b>1</b> in an overall yield of 8.3% is described. The synthesis involved the regio- and stereoselective glycosylation–Fries-type <i>O</i>-to-<i>C</i> rearrangement to construct the <i>C</i>-aryl glycosidic linkage, followed by a Baker–Venkataraman rearrangement and cyclodehydration to form the flavone scaffold

    Decrypting orphan GPCR drug discovery via multitask learning

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    Abstract The drug discovery of G protein-coupled receptors (GPCRs) superfamily using computational models is often limited by the availability of protein three-dimensional (3D) structures and chemicals with experimentally measured bioactivities. Orphan GPCRs without known ligands further complicate the process. To enable drug discovery for human orphan GPCRs, multitask models were proposed for predicting half maximal effective concentrations (EC50) of the pairs of chemicals and GPCRs. Protein multiple sequence alignment features, and physicochemical properties and fingerprints of chemicals were utilized to encode the protein and chemical information, respectively. The protein features enabled the transfer of data-rich GPCRs to orphan receptors and the transferability based on the similarity of protein features. The final model was trained using both agonist and antagonist data from 200 GPCRs and showed an excellent mean squared error (MSE) of 0.24 in the validation dataset. An independent test using the orphan dataset consisting of 16 receptors associated with less than 8 bioactivities showed a reasonably good MSE of 1.51 that can be further improved to 0.53 by considering the transferability based on protein features. The informative features were identified and mapped to corresponding 3D structures to gain insights into the mechanism of GPCR-ligand interactions across the GPCR family. The proposed method provides a novel perspective on learning ligand bioactivity within the diverse human GPCR superfamily and can potentially accelerate the discovery of therapeutic agents for orphan GPCRs

    Bromomethylthioindole Inspired Carbazole Hybrids as Promising Class of Anti-MRSA Agents

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    Series of <i>N</i>-substituted carbazole analogues bearing an indole ring were synthesized as anti-methicillin-resistant <i>Staphylococcus aureus</i> (MRSA) agents from a molecular hybridization approach. The representative compound <b>19</b> showed an MIC = 1 μg/mL against a panel of MRSA clinical isolates as it possessed comparable <i>in vitro</i> activities to that of vancomycin. Moreover, compound <b>19</b> also exhibited MIC = 1 μg/mL activities against a recent identified Z172 MRSA strain (vancomycin-intermediate and daptomycin-nonsusceptible phenotype) and the vancomycin-resistant <i>Enterococcus faecalis</i> (VRE) strain. In a mouse model with lethal infection of MRSA (4N216), a 75% survival rate was observed after a single dose of compound <b>19</b> was intravenously administered at 20 mg/kg. In light of their equipotent activities against different MRSA isolates and VRE strain, the data underscore the importance of designed hybrid series for the development of new <i>N</i>-substituted carbazoles as potential anti-MRSA agents
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