Suppr超能文献

基于结构的计算方法靶向亚甲基四氢叶酸脱氢酶 2(MTHFD2)的变构结合位点,以鉴定天然产物抑制剂。

Targeting allosteric binding site in methylenetetrahydrofolate dehydrogenase 2 (MTHFD2) to identify natural product inhibitors via structure-based computational approach.

机构信息

Department of Chemistry, School of Energy Technology, Pandit Deendayal Energy University, Gandhinagar, 382426, India.

Department of Industrial Biotechnology, Gujarat Biotechnology University, Gandhinagar, India.

出版信息

Sci Rep. 2023 Oct 23;13(1):18090. doi: 10.1038/s41598-023-45175-3.

Abstract

Cancer has been viewed as one of the deadliest diseases worldwide. Among various types of cancer, breast cancer is the most common type of cancer in women. Methylenetetrahydrofolate dehydrogenase 2 (MTHFD2) is a promising druggable target and is overexpressed in cancerous cells, like, breast cancer. We conducted structure-based modeling on the allosteric site of the enzyme. Targeting the allosteric site avoids the problem of drug resistance. Pharmacophore modeling, molecular docking, HYDE assessment, drug-likeness, ADMET predictions, simulations, and free-energy calculations were performed. The RMSD, RMSF, RoG, SASA, and Hydrogen-bonding studies showed that seven candidates displayed stable behaviour. As per the literature, average superimposed simulated structures revealed a similar protein conformational change in the αE'-βf' loop, causing its displacement away from the allosteric site. The MM-PBSA showed tight binding of six compounds with the allosteric pocket. The effect of inhibitors interacting in the allosteric site causes a decrease in the binding energy of J49 (active-site inhibitor), suggesting the effect of allosteric binding. The PCA and FEL analysis revealed the significance of the docked compounds in the stable behaviour of the complexes. The outcome can contribute to the development of potential natural products with drug-like properties that can inhibit the MTHFD2 enzyme.

摘要

癌症被认为是全球最致命的疾病之一。在各种类型的癌症中,乳腺癌是女性最常见的癌症类型。亚甲基四氢叶酸脱氢酶 2(MTHFD2)是一个很有前途的可成药靶点,在癌细胞中过度表达,如乳腺癌。我们对该酶的别构部位进行了基于结构的建模。靶向别构部位可以避免耐药性的问题。进行了药效基团建模、分子对接、HYDE 评估、类药性、ADMET 预测、模拟和自由能计算。RMSD、RMSF、RoG、SASA 和氢键研究表明,有 7 个候选物表现出稳定的行为。根据文献,平均叠加的模拟结构显示αE'-βf'环中的蛋白质构象发生了相似的变化,导致其从别构部位位移。MM-PBSA 显示 6 种化合物与别构口袋紧密结合。抑制剂在别构部位相互作用会导致 J49(活性位点抑制剂)的结合能降低,这表明了别构结合的效果。PCA 和 FEL 分析揭示了对接化合物在复合物稳定行为中的重要性。该结果可以为开发具有类药性的潜在天然产物提供帮助,这些天然产物可以抑制 MTHFD2 酶。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a188/10593809/a4b3efaec34b/41598_2023_45175_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验