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探索用于开发靶向半胱氨酸的共价激酶抑制剂的扩展弹头

Exploring Extended Warheads toward Developing Cysteine-Targeted Covalent Kinase Inhibitors.

作者信息

Zhao Zheng, Bourne Philip E

机构信息

School of Data Science and Department of Biomedical Engineering, University of Virginia, Charlottesville, Virginia 22904, United States.

出版信息

J Chem Inf Model. 2024 Dec 23;64(24):9517-9527. doi: 10.1021/acs.jcim.4c00890. Epub 2024 Dec 10.

Abstract

In designing covalent kinase inhibitors (CKIs), the inclusion of electrophiles as attacking warheads demands careful choreography, ensuring not only their presence on the scaffold moiety but also their precise interaction with nucleophiles in the binding sites. Given the limited number of known electrophiles, exploring adjacent chemical space to broaden the palette of available electrophiles capable of covalent inhibition is desirable. Here, we systematically analyze the characteristics of warheads and the corresponding adjacent fragments for use in CKI design. We first collect all the released cysteine-targeted CKIs from multiple databases and create one CKI data set containing 16,961 kinase-inhibitor data points from 12,381 unique CKIs covering 146 kinases with accessible cysteines in their binding pockets. Then, we analyze this data set, focusing on the extended warheads (i.e., warheads + adjacent fragments)─including 30 common warheads and 1344 unique adjacent fragments. In so doing, we provide structural insights and delineate chemical properties and patterns in these extended warheads. Notably, we highlight the popular patterns observed within reversible CKIs for the popular warheads cyanoacrylamide and aldehyde. This study provides medicinal chemists with novel insights into extended warheads and a comprehensive source of adjacent fragments, thus guiding the design, synthesis, and optimization of CKIs.

摘要

在设计共价激酶抑制剂(CKIs)时,引入亲电试剂作为进攻弹头需要精心编排,不仅要确保它们存在于支架部分,还要确保它们与结合位点中的亲核试剂精确相互作用。鉴于已知亲电试剂数量有限,探索相邻化学空间以拓宽能够进行共价抑制的可用亲电试剂库是很有必要的。在此,我们系统地分析了用于CKI设计的弹头及其相应相邻片段的特征。我们首先从多个数据库收集所有已发布的靶向半胱氨酸的CKIs,并创建一个CKI数据集,该数据集包含来自12381个独特CKIs的16961个激酶 - 抑制剂数据点,涵盖146种在其结合口袋中具有可及半胱氨酸的激酶。然后,我们分析这个数据集,重点关注扩展弹头(即弹头 + 相邻片段),包括30种常见弹头和1344个独特的相邻片段。通过这样做,我们提供了结构见解,并描绘了这些扩展弹头的化学性质和模式。值得注意的是,我们突出了在可逆CKIs中观察到的针对常见弹头氰基丙烯酰胺和醛的流行模式。这项研究为药物化学家提供了关于扩展弹头的新见解以及相邻片段的全面来源,从而指导CKIs的设计、合成和优化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/709f/11684028/8af269189cc7/ci4c00890_0001.jpg

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