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Exploring the chemical space and the bioactivity profile of lactams: a chemoinformatic study

机译:探索内酰胺的化学空间和生物活性谱:化学信息学研究

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Lactams are a class of compounds important for drug design, due to their great variety of potential therapeutic applications, spanning cancer, diabetes, and infectious diseases. So far, the biological profile and chemical diversity of lactams have not been characterized in a systematic and detailed manner. In this work, we report the chemoinformatic analysis of beta-, gamma-, delta- and epsilon-lactams present in databases of approved drugs, natural products, and bioactive compounds from the large public database ChEMBL. We identified the main biological targets in which the lactams have been evaluated according to their chemical classification. We also identified the most frequent scaffolds and those that can be prioritized in chemical synthesis, since they are scaffolds with potential biological activity but with few reported analogs. Results of the biological and chemoinformatic analysis of lactams indicate that spiro- and bridged-lactams belong to classes with the lowest number of compounds and unique scaffolds, and some showing activity against specific targets. Information obtained from this analysis allows focusing the design of new chemical structures in less explored spaces and with increased possibilities of success.
机译:内酰胺是一类对药物设计很重要的化合物,因为它们具有多种潜在的治疗用途,涵盖癌症,糖尿病和传染性疾病。到目前为止,内酰胺的生物学特性和化学多样性尚未得到系统而详尽的表征。在这项工作中,我们报告了来自大型公共数据库ChEMBL的已批准药物,天然产品和生物活性化合物的数据库中存在的β-,γ-,δ-和ε-内酰胺的化学信息学分析。我们确定了内酰胺根据其化学分类进行评估的主要生物学目标。我们还确定了最常见的支架以及可以在化学合成中优先处理的支架,因为它们是具有潜在生物活性但很少报道类似物的支架。内酰胺的生物学和化学信息学分析结果表明,螺内酰胺和桥连内酰胺属于化合物和独特支架数量最少的类别,其中一些显示出针对特定靶标的活性。从该分析中获得的信息可以使新化学结构的设计集中在较少探索的空间中,并具有更大的成功可能性。

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