Molecular docking and simulation analysis of c-KIT and PDGFRα with phytochemicals as dual inhibitors for GIST.

IF 1.9 Bioinformation Pub Date : 2024-09-30 eCollection Date: 2024-01-01 DOI:10.6026/973206300200974
Kaoutar El Khattabi, Sanaa Lemriss, Rachid El Jaoudi, Fouad Zouaidia
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Abstract

Mutations in the c-KIT or PDGFRα genes primarily drive gastrointestinal stromal tumors (GISTs). While tyrosine kinase inhibitors (TKIs) such as Imatinib have improved outcomes, resistance due to secondary mutations remains a significant challenge. This study used computational methods to identify phytochemicals from Moroccan plants as dual inhibitors of c-KIT and PDGFRα. Screening 545 phytochemicals, 6-Hydroxygenistein (6-OHG), a derivative of Genistein, showed high binding affinities (-10.3 kcal/mol for PDGFRα and -10.5 kcal/mol for c-KIT), comparable to Imatinib. 6-OHG demonstrated competitive binding affinities, favorable ADMET properties, good solubility, and oral bioavailability. Its antioxidant properties suggest a potentially lower toxicity profile. Interaction analysis revealed significant hydrogen bonds and hydrophobic interactions with key residues in both targets. Molecular dynamics simulations over 30 ns indicated stable complexes with consistent RMSD values, radius of gyration, solvent-accessible surface area, and hydrogen bonding patterns. Free binding energy calculations using the MM-PBSA method highlighted strong binding efficacy, with total binding energies of -278.0kcal/mol for PDGFRα and -202.1kcal/mol for c-KIT, surpassing Imatinib. These findings suggest that 6-OHG is a promising dual inhibitor for GIST therapy, potentially overcoming resistance mechanisms associated with current TKIs. However, further experimental validation is necessary to fully understand it's potential.

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c-KIT和PDGFRα与植物化学物质作为GIST双抑制剂的分子对接与模拟分析。
c-KIT或PDGFRα基因突变主要驱动胃肠道间质瘤(gist)。虽然酪氨酸激酶抑制剂(TKIs)如伊马替尼已经改善了结果,但由于继发性突变引起的耐药性仍然是一个重大挑战。本研究使用计算方法鉴定摩洛哥植物中的植物化学物质是c-KIT和PDGFRα的双重抑制剂。筛选545种植物化学物质,6-羟基染料木黄酮(6-OHG)是染料木黄酮的衍生物,具有与伊马替尼相当的高结合亲和力(PDGFRα -10.3 kcal/mol, c-KIT -10.5 kcal/mol), 6-OHG具有竞争性结合亲和力、良好的ADMET特性、良好的溶解性和口服生物利用度。其抗氧化特性表明其潜在的毒性较低。相互作用分析显示两个靶标中关键残基之间存在显著的氢键和疏水相互作用。30 ns以上的分子动力学模拟表明,稳定的配合物具有一致的RMSD值、旋转半径、溶剂可及表面积和氢键模式。MM-PBSA法计算的自由结合能显示出较强的结合效率,PDGFRα和c-KIT的总结合能分别为-278.0kcal/mol和-202.1kcal/mol,超过伊马替尼。这些发现表明,6-OHG是一种很有前景的胃肠道间质瘤治疗双重抑制剂,可能克服与当前TKIs相关的耐药机制。然而,要充分了解它的潜力,还需要进一步的实验验证。
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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Bioinformation
Bioinformation MATHEMATICAL & COMPUTATIONAL BIOLOGY-
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