RTK结构域的动态扫描工作流程:乳腺癌中EGFR和VEGFR信号双重调节剂天然产物的计算建模。

IF 3.8 2区 化学 Q2 CHEMISTRY, APPLIED
Vincent A Obakachi, Krishna K Govender, Penny P Govender
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引用次数: 0

摘要

乳腺癌是一个主要的全球健康挑战,由表皮生长因子受体(EGFR)和血管内皮生长因子受体(VEGFR)的异常受体酪氨酸激酶(RTK)信号驱动。本研究采用“动态扫描”工作流程,结合分子对接、500 ns分子动力学(MD)模拟和MM/GBSA结合自由能计算,鉴定出可能与EGFR (PDB: 1M17)和VEGFR (PDB: 3VHE)双重结合的天然产物。从约20,000种天然产物中,虚拟筛选筛选出13种EGFR和12种VEGFR,筛选出用于EGFR的洋地黄苷、仙瓜素、维仙素-2、葡萄糖苷和烟碱,以及用于VEGFR的槲皮素、水仙素、槲皮素、灯芯草苷和异鼠李素,以及参考文献(埃洛替尼、吡咯嘧啶)。MD模拟显示了稳定的配合物(RMSD: 1.73-2.92 Å),与参考文献(Erlotinib: - 43.32 kcal/mol和pyrolopyrimidine: - 61.63 kcal/mol)相比,Digitonin, Cyclamin和水飞蓟素的结合能(ΔGbind: - 84.29, - 81.47, - 63.33 kcal/mol)。动态分析(DCCM, PCA)表明运动受限,而残基分解强调与Met769 (EGFR)和Cys919 (VEGFR)的相互作用。MM/GBSA计算排除了熵项,这可能会影响绝对结合能,但支持相对排序。这些计算结果表明,洋地黄苷、仙客素和水飞蓟素是具有与EGFR和VEGFR双重结合潜力的候选药物,解决了全球和南非等高发病率地区对可获得治疗的需求。实验验证是必要的,以确认其功能的双重调节和抑制效力的乳腺癌治疗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A dynamic scapping workflow for RTK domains: computational modeling of natural products as dual modulators of EGFR and VEGFR signaling in breast cancer.

Breast cancer, a major global health challenge, is driven by aberrant receptor tyrosine kinase (RTK) signaling via epidermal growth factor receptor (EGFR) and vascular endothelial growth factor receptor (VEGFR). This study employs a "Dynamic Scapping" workflow, integrating molecular docking, 500 ns molecular dynamics (MD) simulations, and MM/GBSA binding free energy calculations to identify natural products with potential for dual binding to EGFR (PDB: 1M17) and VEGFR (PDB: 3VHE). From ~ 20,000 natural products, virtual screening shortlisted 13 EGFR and 12 VEGFR hits, with Digitonin, Cyclamin, Vicenin-2, Glucosylorientin, and Nicotiflorin selected for EGFR, and Quercetagetin, Silychristin, Quercetin, Scutellarein, and Isorhamnetin for VEGFR, alongside references (Erlotinib, Pyrrolopyrimidine). MD simulations, conducted as single trajectories per system, revealed stable complexes (RMSD: 1.73-2.92 Å), with Digitonin, Cyclamin, and Silychristin showing binding energies (ΔGbind: - 84.29, - 81.47, - 63.33 kcal/mol) compared to references (Erlotinib: - 43.32 kcal/mol and Pyrrolopyrimidine: - 61.63 kcal/mol). Dynamic analyses (DCCM, PCA) indicated restricted motions, while per-residue decomposition highlighted interactions with Met769 (EGFR) and Cys919 (VEGFR). The MM/GBSA calculations excluded the entropy term, potentially affecting absolute binding energies but supporting relative ranking. These computational findings suggest Digitonin, Cyclamin, and Silychristin as candidates with the potential for dual binding to EGFR and VEGFR, addressing the need for accessible treatments globally and in regions like South Africa with high incidence rates. Experimental validation is essential to confirm their functional dual modulation and inhibitory potency for breast cancer therapy.

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来源期刊
Molecular Diversity
Molecular Diversity 化学-化学综合
CiteScore
7.30
自引率
7.90%
发文量
219
审稿时长
2.7 months
期刊介绍: Molecular Diversity is a new publication forum for the rapid publication of refereed papers dedicated to describing the development, application and theory of molecular diversity and combinatorial chemistry in basic and applied research and drug discovery. The journal publishes both short and full papers, perspectives, news and reviews dealing with all aspects of the generation of molecular diversity, application of diversity for screening against alternative targets of all types (biological, biophysical, technological), analysis of results obtained and their application in various scientific disciplines/approaches including: combinatorial chemistry and parallel synthesis; small molecule libraries; microwave synthesis; flow synthesis; fluorous synthesis; diversity oriented synthesis (DOS); nanoreactors; click chemistry; multiplex technologies; fragment- and ligand-based design; structure/function/SAR; computational chemistry and molecular design; chemoinformatics; screening techniques and screening interfaces; analytical and purification methods; robotics, automation and miniaturization; targeted libraries; display libraries; peptides and peptoids; proteins; oligonucleotides; carbohydrates; natural diversity; new methods of library formulation and deconvolution; directed evolution, origin of life and recombination; search techniques, landscapes, random chemistry and more;
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