Kinematic analysis of kinases and their oncogenic mutations - Kinases and their mutation kinematic analysis.

IF 2.8 4区 医学 Q3 CHEMISTRY, MEDICINAL
Molecular Informatics Pub Date : 2024-06-01 Epub Date: 2024-06-08 DOI:10.1002/minf.202300250
Xiyu Chen, Sigrid Leyendecker
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引用次数: 0

Abstract

Protein kinases are crucial cellular enzymes that facilitate the transfer of phosphates from adenosine triphosphate (ATP) to their substrates, thereby regulating numerous cellular activities. Dysfunctional kinase activity often leads to oncogenic conditions. Chosen by using structural similarity to 5UG9, we selected 79 crystal structures from the PDB and based on the position of the phenylalanine side chain in the DFG motif, we classified these 79 crystal structures into 5 group clusters. Our approach applies our kinematic flexibility analysis (KFA) to explore the flexibility of kinases in various activity states and examine the impact of the activation loop on kinase structure. KFA enables the rapid decomposition of macromolecules into different flexibility regions, allowing comprehensive analysis of conformational structures. The results reveal that the activation loop of kinases acts as a "lock" that stabilizes the active conformation of kinases by rigidifying the adjacent α-helices. Furthermore, we investigate specific kinase mutations, such as the L858R mutation commonly associated with non-small cell lung cancer, which induces increased flexibility in active-state kinases. In addition, through analyzing the hydrogen bond pattern, we examine the substructure of kinases in different states. Notably, active-state kinases exhibit a higher occurrence of α-helices compared to inactive-state kinases. This study contributes to the understanding of biomolecular conformation at a level relevant to drug development.

激酶及其致癌突变的运动学分析 - 激酶及其突变的运动学分析。
蛋白激酶是一种重要的细胞酶,能促进磷酸从三磷酸腺苷(ATP)转移到其底物上,从而调节多种细胞活动。激酶活性失调往往会导致致癌情况。通过与 5UG9 的结构相似性,我们从 PDB 中选择了 79 个晶体结构,并根据 DFG 主题中苯丙氨酸侧链的位置,将这 79 个晶体结构分为 5 个群组。我们的方法应用了运动灵活性分析(KFA)来探索激酶在不同活性状态下的灵活性,并研究激活环对激酶结构的影响。KFA 能够将大分子快速分解为不同的柔性区域,从而对构象结构进行全面分析。研究结果表明,激酶的激活环就像一把 "锁",通过使相邻的α-螺旋僵化来稳定激酶的活性构象。此外,我们还研究了特定的激酶突变,如常见于非小细胞肺癌的 L858R 突变,这种突变会诱导活性状态激酶的灵活性增加。此外,通过分析氢键模式,我们研究了不同状态下激酶的亚结构。值得注意的是,与非活性状态激酶相比,活性状态激酶表现出更高的α-螺旋发生率。这项研究有助于在与药物开发相关的层面上理解生物分子构象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular Informatics
Molecular Informatics CHEMISTRY, MEDICINAL-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
7.30
自引率
2.80%
发文量
70
审稿时长
3 months
期刊介绍: Molecular Informatics is a peer-reviewed, international forum for publication of high-quality, interdisciplinary research on all molecular aspects of bio/cheminformatics and computer-assisted molecular design. Molecular Informatics succeeded QSAR & Combinatorial Science in 2010. Molecular Informatics presents methodological innovations that will lead to a deeper understanding of ligand-receptor interactions, macromolecular complexes, molecular networks, design concepts and processes that demonstrate how ideas and design concepts lead to molecules with a desired structure or function, preferably including experimental validation. The journal''s scope includes but is not limited to the fields of drug discovery and chemical biology, protein and nucleic acid engineering and design, the design of nanomolecular structures, strategies for modeling of macromolecular assemblies, molecular networks and systems, pharmaco- and chemogenomics, computer-assisted screening strategies, as well as novel technologies for the de novo design of biologically active molecules. As a unique feature Molecular Informatics publishes so-called "Methods Corner" review-type articles which feature important technological concepts and advances within the scope of the journal.
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