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Artificial intelligence-aided discovery of prolyl hydroxylase 2 inhibitors to stabilize hypoxia inducible factor-1α and promote angiogenesis

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摘要 From ZINC database with a total of 1.8 million small molecules, four compounds are identified as prolyl hydroxylase 2 inhibitors through a virtual screening workflow that sequentially incorporates machine learning, molecular docking, and molecular dynamics. Among them, compound 103,(E)-5-(5-((2-(1Htetrazol-5-yl)hydrazineylidene)methyl)furan-2-yl)isoindoline-1,3-dione, promotes the migration and capillary tube formation capacity of human umbilical vein endothelial cells through enhancing the stability of hypoxia inducible factor-1α and increasing the level of vascular endothelial growth factor.
出处 《Chinese Chemical Letters》 SCIE CAS CSCD 2023年第2期412-415,共4页 中国化学快报(英文版)
基金 financially supported by the National Natural Science Foundation of China (Nos. 82073715, 81872754) the Science and Technology Development Fund, Macao SAR (No. FDCT 0001/2021/AKP) the Research Fund of University of Macao (No. MYRG2020-00091-ICMS)。
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