Computational insights into mutation-induced binding changes in Bruton's Tyrosine Kinase with non-covalent inhibitors.

IF 2.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Justice Josiah Mallen, Shilpa Sharma, Md Nazmul Hasan, Arjun Saha
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引用次数: 0

Abstract

Kinases are pivotal in regulating signaling pathways, and their dysregulation is associated with various diseases, including cancers, making them prime therapeutic targets. Bruton's Tyrosine Kinase (BTK) is crucial for B-cell development, and BTK inhibitors have proven effective in treating B-cell malignancies like Chronic Lymphocytic Leukemia (CLL). Non-covalent inhibitors offer a promising therapeutic approach by avoiding covalent bond formation with the protein. However, therapeutic resistance due to BTK mutations in the catalytic domain has led to relapses and refractory cases in CLL, highlighting the need for a deeper understanding of these mutations' impact on treatment outcomes. This study investigates the effects of four prevalent single-point mutations-A428D, T474I, C481S, and L528W-within the catalytic domain of BTK. Using 12.5 microseconds of molecular dynamics simulations and computational drug discovery methods, we examine how these mutations influence the binding affinities and interactions of non-covalent BTK inhibitors. Molecular Mechanics-Poisson-Boltzmann Surface Area (MM-PBSA) analysis showed that mutant forms of BTK significantly decreased ligand binding free energies compared to the wild types, with a few exceptions. With pocket volume and solvent-accessible surface area analysis, we also show that mutations reduce the binding pocket volume, forcing the inhibitors to move out of the pocket, disrupting the critical non-covalent interactions of the inhibitors with mutant BTK. This confirms the experimental and clinical observations of why these BTK mutations impair inhibitor efficacy fostering drug resistance. Our results offer vital insights for designing next-generation BTK inhibitors to overcome resistance and enhance therapeutic outcomes in B-cell malignancies.

布鲁顿酪氨酸激酶与非共价抑制剂突变诱导结合变化的计算见解。
激酶是调节信号通路的关键,其失调与包括癌症在内的各种疾病有关,使其成为主要的治疗靶点。布鲁顿酪氨酸激酶(BTK)对b细胞的发育至关重要,BTK抑制剂已被证明对治疗慢性淋巴细胞白血病(CLL)等b细胞恶性肿瘤有效。非共价抑制剂通过避免与蛋白质形成共价键提供了一种有希望的治疗方法。然而,由于催化结构域的BTK突变导致CLL的复发和难治性病例,因此需要更深入地了解这些突变对治疗结果的影响。本研究探讨了四种常见的单点突变——a428d、T474I、C481S和l528w对BTK催化结构域的影响。利用12.5微秒的分子动力学模拟和计算药物发现方法,我们研究了这些突变如何影响非共价BTK抑制剂的结合亲和力和相互作用。分子力学-泊松-玻尔兹曼表面积(MM-PBSA)分析表明,与野生型相比,突变型BTK显著降低了配体结合自由能,但有少数例外。通过口袋体积和溶剂可及表面积分析,我们还发现突变减少了结合口袋体积,迫使抑制剂移出口袋,破坏了抑制剂与突变BTK的关键非共价相互作用。这证实了实验和临床观察为什么这些BTK突变损害抑制剂的功效,促进耐药性。我们的研究结果为设计下一代BTK抑制剂来克服b细胞恶性肿瘤的耐药性和提高治疗效果提供了重要的见解。
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
Journal of Biomolecular Structure & Dynamics
Journal of Biomolecular Structure & Dynamics 生物-生化与分子生物学
CiteScore
8.90
自引率
9.10%
发文量
597
审稿时长
2 months
期刊介绍: The Journal of Biomolecular Structure and Dynamics welcomes manuscripts on biological structure, dynamics, interactions and expression. The Journal is one of the leading publications in high end computational science, atomic structural biology, bioinformatics, virtual drug design, genomics and biological networks.
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