In silico screening of phytochemicals against chromatin modifier, SETD7 for remodeling of the immunosuppressive tumor microenvironment in renal cancer.

IF 3.9 2区 化学 Q2 CHEMISTRY, APPLIED Molecular Diversity Pub Date : 2024-11-27 DOI:10.1007/s11030-024-11038-w
Nikhil Gadewal, Diya Patidar, Abhiram Natu, Sanjay Gupta, Virupaksha Bastikar
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Abstract

The tumor microenvironment and immune evasion function in a complex cellular network profoundly challenge the clinical outcome of promising therapies. Our recently published study reported that the subset of genes upregulated in ccRCC due to H3K4me1 and DNA demethylation potentially leads to an immunosuppressive environment. Thus, modulating H3K4me1 chromatin modifier SETD7 with a natural inhibitor in combination with immunotherapy might improve the immune landscape for a better therapeutic outcome. The present study was conducted via virtual screening and MD simulation using compounds from the literature, IMPPAT, and SuperNatural database. The phytochemical IMPHY002979 showed better binding affinity and lower energy than the reported R-PFI-2 and cyproheptadine inhibitors. The phytochemicals interact with the SET domain through H-bonding, as confirmed by MD simulation and molecular interaction analysis. Further, the compound was assessed using ADME parameters and free energy estimation, showing better pharmacokinetic properties. Therefore, the non-accessibility of the histone methyltransferase activity domain of SET7 with IMPHY002979 can downregulate H3K4me1 and, thereby, the expression of genes potentially responsible for immunosuppressive TME. Thus, patient stratification based on molecular markers for immunotherapy and combining epigenetic modulators with therapeutic drugs will improve the efficacy of immunotherapy in ccRCC.

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针对染色质修饰因子 SETD7 重塑肾癌免疫抑制性肿瘤微环境的植物化学物质的硅学筛选。
肿瘤微环境和免疫逃避功能是一个复杂的细胞网络,它对前景看好的疗法的临床效果提出了严峻挑战。我们最近发表的研究报告指出,ccRCC中因H3K4me1和DNA去甲基化而上调的基因亚群可能会导致免疫抑制环境。因此,用天然抑制剂调节 H3K4me1 染色质修饰因子 SETD7 并结合免疫疗法可能会改善免疫环境,从而获得更好的治疗效果。本研究利用文献、IMPPAT 和 SuperNatural 数据库中的化合物进行了虚拟筛选和 MD 模拟。与已报道的 R-PFI-2 和环丙沙星抑制剂相比,植物化学物质 IMPHY002979 表现出更好的结合亲和力和更低的能量。MD 模拟和分子相互作用分析证实,植物化学物质通过 H 键与 SET 结构域相互作用。此外,利用 ADME 参数和自由能估算对该化合物进行了评估,结果显示其具有更好的药代动力学特性。因此,IMPHY002979 对 SET7 的组蛋白甲基转移酶活性域的不可接受性可以下调 H3K4me1,从而下调可能导致免疫抑制性 TME 的基因的表达。因此,根据免疫疗法的分子标记对患者进行分层,并将表观遗传调节剂与治疗药物相结合,将提高 ccRCC 免疫疗法的疗效。
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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;
期刊最新文献
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