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New Method of Calculating ~(SR)CM Chirality Measure

机译:〜(SR)CM手性测度的新计算方法

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Bioinformatics plays an important role in natural sciences. One of its branches - Computer-Aided Drug Design (CADD) - gives practical insights for designing and discovering of novel - better and safer - drugs. The CADD encompasses many different techniques like docking, virtual screening and quantitative structure-activity relationships (QSAR). The latter deals with building equations relating drug activities and their structures represented by variables called molecular descriptors. An important and promising type of such descriptors are Sinister-Rectus Chirality Measures (SRCM). However, the only so far available software for ~(SR)CM calculation is very slow, and this impedes wider application of ~(SR)CM by QSAR community. Therefore, an attempt to develop a novel algorithm for calculation of ~(SR)CM (using Genetic Algorithm) and to implement it in an efficient and modern computer program was made. The result of these efforts is Chirmes. Performed tests have shown that Chirmes gives correct results of ~(SR)CM calculations and performs way faster than the so far available software does. The paper describes first chemical and computational background behind the tackled problem. Then details of the implementation are presented, along with the test results and future prospects.
机译:生物信息学在自然科学中发挥着重要作用。它的分支机构之一-计算机辅助药物设计(CADD)-为设计和发现新颖的-更好和更安全-药物提供了实用的见解。 CADD包含许多不同的技术,例如对接,虚拟筛选和定量构效关系(QSAR)。后者涉及建立与药物活性及其结构有关的方程,这些方程由称为分子描述符的变量表示。此类描述符的一种重要且很有前途的类型是Sinister-Rectus手性度量(SRCM)。但是,迄今为止唯一可用的〜(SR)CM计算软件非常慢,这阻碍了QSAR社区广泛应用〜(SR)CM。因此,尝试开发一种新颖的算法来计算〜(SR)CM(使用遗传算法)并在高效且现代的计算机程序中实现。这些努力的结果是Chirmes。进行的测试表明,Chirmes提供了〜(SR)CM计算的正确结果,并且比迄今可用的软件执行速度更快。本文介绍了解决的问题背后的第一个化学和计算背景。然后介绍了实现的详细信息,以及测试结果和未来前景。

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