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计算研究鉴定 GTPase-Kirsten RAt sarcoma virus(K-Ras)突变体 G12C 和 G12D 的有效抑制剂。

Computational investigation to identify potent inhibitors of the GTPase-Kirsten RAt sarcoma virus (K-Ras) mutants G12C and G12D.

机构信息

School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India.

School of Bio Sciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India.

出版信息

Comput Biol Med. 2021 Dec;139:104946. doi: 10.1016/j.compbiomed.2021.104946. Epub 2021 Oct 14.

Abstract

K-Ras mutations are frequent in various cancer types, and according to recent research, K-Ras possesses four-drug targeting sites. This increased our interest in finding potential small molecule inhibitors with anticancer activity to treat K-Ras-driven cancers. We utilized integrated bioinformatic strategies, such as XP docking, MM-GBSA, cell-line cytotoxicity prediction, ADMET, and molecular simulation, to discover potential inhibitors of G12C and G12D mutants compared to sotorasib, which is a recent FDA-approved inhibitor of G12C. We identified compounds, such as flupentixol, amlodipine, and fluvoxamine, for the G12C mutant and paroxetine, flupentixol, and zuclopenthixol for the G12D mutant with significant inhibitory functions. All five compounds bound to the H95 cryptic groove of mutant K-Ras with high efficiency and, like sotorasib, retained a novel binding mechanism with additional hydrophobic interactions at the molecular level. Furthermore, the simulation studies suggested that the binding of flupentixol and amlodipine to G12C stabilizes switch I and switch II. In contrast, paroxetine and flupentixol to G12D showed a similar trend compared to sotorasib complexes. Thus, despite the very dynamic functionality of K-Ras switches I and II, the binding of shortlisted compounds is highly stable. Therefore, the reported study provides potential drug candidates for K-Ras inhibition that can be further developed with in vitro and in vivo evidence for targeted therapy.

摘要

K-Ras 突变在各种癌症类型中很常见,根据最近的研究,K-Ras 拥有四个靶向药物的位点。这增加了我们寻找具有抗癌活性的潜在小分子抑制剂来治疗 K-Ras 驱动的癌症的兴趣。我们利用综合生物信息学策略,如 XP 对接、MM-GBSA、细胞系细胞毒性预测、ADMET 和分子模拟,来发现与最近获得 FDA 批准的 G12C 抑制剂 sotorasib 相比,针对 G12C 和 G12D 突变体的潜在抑制剂。我们确定了一些化合物,如氟哌啶醇、氨氯地平和氟伏沙明,用于 G12C 突变体,以及帕罗西汀、氟哌啶醇和齐拉西酮,用于 G12D 突变体,它们具有显著的抑制作用。所有这五种化合物都与突变型 K-Ras 的 H95 隐蔽凹槽高效结合,并且与 sotorasib 一样,在分子水平上保留了一种新的结合机制,增加了额外的疏水性相互作用。此外,模拟研究表明,氟哌啶醇和氨氯地平与 G12C 的结合稳定了开关 I 和开关 II。相比之下,帕罗西汀和氟哌啶醇与 G12D 的结合与 sotorasib 复合物相似。因此,尽管 K-Ras 开关 I 和 II 的动态功能非常强,但被筛选出的化合物的结合非常稳定。因此,该报告研究为 K-Ras 抑制提供了潜在的药物候选物,这些候选物可以通过体外和体内证据进一步开发,用于靶向治疗。

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