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QSAR studies of sulfamate and sulfamide inhibitors targeting human carbonic anhydrase isozymes I, II, IX and XII

机译:针对人碳酸酐酶同工酶I,II,IX和XII的氨基磺酸盐和磺酰胺抑制剂的QSAR研究

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The last version of the PRECLAV algorithm was used to investigate a series of sulfamate/sulfamide carbonic anhydrase (CA, EC 4.2.1.1) inhibitors. PRECLAV allows identification of outliers for lead hopping, significant molecular fragments and similarity computation of a calibration set vs. a prediction set of compounds, from the viewpoint of computed QSAR. In the current study the database included 65 sulfamates and sulfamides as calibration set and 51 not yet synthesized sulfamates and sulfamides as prediction set. The dependent property was inhibitory activity for human (h) CA isozymes I, II, IX and XII. There were no outliers for lead hopping in the calibration set. In some cases, replacing of the O-SO2-NH2 by the NH-SO2-NH2 moiety, led to modifications in the structure of molecular fragments in another regions of the molecule. According to the descriptors in the obtained models, the inhibition of all CA isozymes was strongly influenced by the molecular shape and size of the sulfamates/sulfamides (which incorporate a substituted aryl-ureido scaffold). The lipophilicity of the inhibitors seemed to be a minor factor influencing CA inhibitory action. The presence of specific PRECLAV molecular fragments such as a C6 (totally substituted benzene), F, O and NO2 increases the activity of inhibitors against certain isoforms. The presence of molecular fragments such as C, CH, CxH y (substituted benzeneaphthalene) and NH decreased the activity of inhibitors against certain isoforms. In the prediction set, we evidenced seven compounds estimated to be highly active inhibitors for at least three of the investigated isozymes and eight molecules estimated to possess low activity against at least three CAs. The paper suggests the structure of some possible interesting inhibitors incorporating F, O and NO2 fragments that may have affinity for certain human CAs. ? 2012 Elsevier Ltd. All rights reserved.
机译:PRECLAV算法的最新版本用于研究一系列氨基磺酸盐/磺酰胺碳酸酐酶(CA,EC 4.2.1.1)抑制剂。从计算的QSAR角度来看,PRECLAV可以识别铅跳变的异常值,重要的分子片段以及化合物的校正集与预测集的相似度计算。在当前的研究中,数据库包括65个氨基磺酸盐和磺酰胺作为校准集,以及51个尚未合成的氨基磺酸盐和磺酰胺作为预测集。依赖性是对人(h)CA同工酶I,II,IX和XII的抑制活性。校准集中没有异常跳铅。在某些情况下,用NH-SO2-NH2部分取代O-SO2-NH2会导致分子另一个区域中分子片段的结构发生修饰。根据获得的模型中的描述,对所有CA同工酶的抑制都受到氨基磺酸盐/磺酰胺(包含取代的芳基-脲基支架)的分子形状和大小的强烈影响。抑制剂的亲脂性似乎是影响CA抑制作用的次要因素。特定的PRECLAV分子片段(例如C6(完全取代的苯),F,O和NO2)的存在增加了抑制剂对抗某些同工型的活性。诸如C,CH,CxHy(取代的苯/萘)和NH等分子片段的存在降低了抑制剂对某些同工型的活性。在预测集中,我们证明了至少7种化合物被认为是对至少三种所研究同工酶的高活性抑制剂,而八种分子则对至少三种CA具有较低的活性。该论文提出了一些可能的有趣抑制剂的结构,这些抑制剂掺入了对某些人CA具有亲和力的F,O和NO2片段。 ? 2012 Elsevier Ltd.保留所有权利。

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