Discovery of novel IDO1/TDO2 dual inhibitors: a consensus Virtual screening approach with molecular dynamics simulations, and binding free energy analysis.

IF 2.4 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Naufa Hanif, Suat Sari
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引用次数: 0

Abstract

The pursuit of effective cancer immunotherapy drugs remains challenging, with overexpression of indoleamine 2,3-dioxygenase 1 (IDO1) and tryptophan 2,3-dioxygenase 2 (TDO2) allowing cancer cells to evade immune attacks. While several IDO1 inhibitors have undergone clinical testing, only three dual IDO1/TDO2 inhibitors have reached human trials. Hence, this study focuses on identifying novel IDO1/TDO2 dual inhibitors through consensus structure-based virtual screening (SBVS). ZINC15 natural products library was refined based on molecular descriptors, and the selected compounds were docked to the holo form IDO1 and TDO2 using two different software programs and ranked according to their consensus docking scores. The top-scoring compounds underwent in silico evaluations for pharmacokinetics, toxicity, CYP3A4 affinity, molecular dynamics (MD) simulations, and MM-GBSA binding free energy calculations. Five compounds (ZINC00000079405/10, ZINC00004028612/11, ZINC00013380497/12, ZINC00014613023/13, and ZINC00103579819/14) were identified as potential IDO1/TDO2 dual inhibitors due to their high consensus docking scores, key residue interactions with the enzymes, favorable pharmacokinetics, and avoidance of CYP3A4 binding. MD simulations of the top three hits with IDO1 indicated conformational changes and compactness, while MM-GBSA analysis revealed strong binding free energy for compounds 10 (ΔG: -20.13 kcal/mol) and 11 (ΔG: -16.22 kcal/mol). These virtual hits signify a promising initial step in identifying candidates as supplementary therapeutics to immune checkpoint inhibitors in cancer treatment. Their potential to deliver potent dual inhibition of IDO1/TDO2, along with safety and favorable pharmacokinetics, makes them compelling. Validation through in vitro and in vivo assays should be conducted to confirm their activity, selectivity, and preclinical potential as holo IDO1/TDO2 dual inhibitors.

发现新型 IDO1/TDO2 双重抑制剂:采用分子动力学模拟和结合自由能分析的共识虚拟筛选方法。
由于吲哚胺 2,3-二氧合酶 1(IDO1)和色氨酸 2,3-二氧合酶 2(TDO2)的过度表达使癌细胞得以逃避免疫攻击,因此寻求有效的癌症免疫疗法药物仍然充满挑战。虽然已有几种 IDO1 抑制剂接受了临床测试,但只有三种 IDO1/TDO2 双重抑制剂进入了人体试验阶段。因此,本研究的重点是通过基于共识结构的虚拟筛选(SBVS)确定新型 IDO1/TDO2 双抑制剂。根据分子描述符对 ZINC15 天然产物库进行了提炼,并使用两种不同的软件程序将所选化合物与整体形式 IDO1 和 TDO2 进行对接,根据其共识对接得分进行排序。得分最高的化合物接受了药代动力学、毒性、CYP3A4 亲和力、分子动力学(MD)模拟和 MM-GBSA 结合自由能计算等方面的硅学评估。五个化合物(ZINC00000079405/10、ZINC00004028612/11、ZINC00013380497/12、ZINC00014613023/13 和 ZINC00103579819/14)因其高共识对接得分、与酶的关键残基相互作用、良好的药代动力学以及避免与 CYP3A4 结合而被确定为潜在的 IDO1/TDO2 双抑制剂。前三个命中化合物与 IDO1 的 MD 模拟显示了构象变化和紧凑性,而 MM-GBSA 分析显示化合物 10(ΔG:-20.13 kcal/mol)和 11(ΔG:-16.22 kcal/mol)具有很强的结合自由能。这些虚拟命中标志着在确定候选药物作为癌症治疗中免疫检查点抑制剂的辅助疗法方面迈出了充满希望的第一步。它们具有对 IDO1/TDO2 进行强效双重抑制的潜力,同时还具有安全性和良好的药代动力学,因此非常引人注目。应通过体外和体内试验进行验证,以确认它们作为全IDO1/TDO2双重抑制剂的活性、选择性和临床前潜力。
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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