Structure-guided screening of protein-protein interaction for the identification of Myc-Max heterodimer complex modulators.

IF 2.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Biomolecular Structure & Dynamics Pub Date : 2025-03-01 Epub Date: 2023-12-18 DOI:10.1080/07391102.2023.2294174
Shovonlal Bhowmick, Kunal Roy, Achintya Saha
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Abstract

De-regulation of oncogenic myelocytomatosis (c-Myc or Myc) transcription factor is one of the most common molecular anomalies encountered in human cancers, and it is typically linked to many aggressive malignancies including breast, lung, cervix, colon glioblastomas, and other haematological organs. The Myc belongs to the basic helix-loop-helix zipper protein family (bHLH-ZIP), and its dimerization with another principal interactor protein partner Myc-associated factor X (Max) is essentially required for cellular transformation, cell growth and proliferation, and transcriptional activation. Intermolecular interactions have been evaluated between hetero-dimer Myc-Max protein, which identified protein-protein interaction (PPI) specific modulators using highly précised molecular docking study followed by long-range interaction stability analyzed through molecular dynamic (MD) simulation. Moreover, ADME profile analyses have been estimated for screened hit compounds. MM-GBSA-based binding free energy (ΔG) estimations have been performed for all screened hit compounds obtained from multi-step molecular docking-based virtual screening technique. According to the employed various rigorous multi-chemometric techniques, four identified inhibitors/modulators appear to have a considerable number of intermolecular contacts with hotspot residues in the hetero-dimer interface region of the Myc-Max PPI complex. However, identified hit compounds might need further structural optimization or extensive biophysical analyses for better understanding of the molecular mechanism for exhibiting the Myc-Max PPI interface binding stability.

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以结构为指导筛选蛋白质-蛋白质相互作用,以确定 Myc-Max 异二聚体复合物调节剂。
致癌髓母细胞瘤(c-Myc 或 Myc)转录因子的失调是人类癌症中最常见的分子异常之一,它通常与许多侵袭性恶性肿瘤有关,包括乳腺癌、肺癌、宫颈癌、结肠胶质母细胞瘤和其他血液器官。Myc属于基本螺旋-环-螺旋拉链蛋白家族(bHLH-ZIP),它与另一个主要互作蛋白伙伴Myc相关因子X(Max)的二聚化基本上是细胞转化、细胞生长和增殖以及转录激活所必需的。对异源二聚体 Myc-Max 蛋白之间的分子间相互作用进行了评估,利用高度精确的分子对接研究确定了蛋白质-蛋白质相互作用(PPI)特异性调节剂,然后通过分子动力学(MD)模拟分析了长程相互作用的稳定性。此外,还对筛选出的命中化合物进行了 ADME 分析。通过基于多步骤分子对接的虚拟筛选技术,对所有筛选出的命中化合物进行了基于 MM-GBSA 的结合自由能(ΔG)估算。根据所采用的各种严格的多重化学计量学技术,所发现的四种抑制剂/调节剂似乎与 Myc-Max PPI 复合物异源二聚体界面区的热点残基有相当多的分子间接触。然而,已发现的热门化合物可能需要进一步的结构优化或广泛的生物物理分析,以更好地了解Myc-Max PPI界面结合稳定性的分子机制。
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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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