Development of potent inhibitors against KRAS, its mutant G12R, allosteric and Switch-I/Switch-II site.

In silico pharmacology Pub Date : 2025-09-10 eCollection Date: 2025-01-01 DOI:10.1007/s40203-025-00415-4
Vikas Yadav, Mohammad Kashif, Swati Sharma, Naidu Subbarao
{"title":"Development of potent inhibitors against KRAS, its mutant G12R, allosteric and Switch-I/Switch-II site.","authors":"Vikas Yadav, Mohammad Kashif, Swati Sharma, Naidu Subbarao","doi":"10.1007/s40203-025-00415-4","DOIUrl":null,"url":null,"abstract":"<p><p>KRAS, a key member of the Ras family of GTPases, plays a crucial role in regulating cell growth, survival, and differentiation. Mutations in KRAS, such as G12R, are frequently linked to cancer, making it an important therapeutic target. Due to its smooth surface and strong nucleotide-binding affinity, KRAS has long been considered difficult to target with drugs. Recent advancements have identified new binding sites, including allosteric pockets and the Switch-I/Switch-II (SI/II) regions, which offer alternative strategies for drug development. In this study, a combination of computational techniques was used to identify potential inhibitors of KRAS and its G12R mutant. Virtual screening revealed four promising compounds NSC 374,037, NSC 655,101, V016-9984, and N060-0122 that outperformed known inhibitors such as Sotorasib in binding affinity. Molecular dynamics simulations confirmed the stability of these compounds within KRAS binding pockets, supported by favourable RMSD, RMSF, and radius of gyration values. Binding energy calculations showed that NSC 655,101 had the strongest affinity for wild-type KRAS while V016-9984 and N060-0122 were most effective at targeting the allosteric and SI/II sites respectively. Time-lagged Independent Component Analysis (TICA) provided critical insights into how these ligands modulate KRAS conformational dynamics, revealing ligand-specific effects on protein flexibility and stabilization of key conformations. These findings highlight the potential of these inhibitors as promising candidates for KRAS-targeted therapies. The results provide a strong basis for further experimental testing, bringing us closer to effective treatments for KRAS-driven cancers.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-025-00415-4.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"13 3","pages":"131"},"PeriodicalIF":0.0000,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12423349/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"In silico pharmacology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s40203-025-00415-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

KRAS, a key member of the Ras family of GTPases, plays a crucial role in regulating cell growth, survival, and differentiation. Mutations in KRAS, such as G12R, are frequently linked to cancer, making it an important therapeutic target. Due to its smooth surface and strong nucleotide-binding affinity, KRAS has long been considered difficult to target with drugs. Recent advancements have identified new binding sites, including allosteric pockets and the Switch-I/Switch-II (SI/II) regions, which offer alternative strategies for drug development. In this study, a combination of computational techniques was used to identify potential inhibitors of KRAS and its G12R mutant. Virtual screening revealed four promising compounds NSC 374,037, NSC 655,101, V016-9984, and N060-0122 that outperformed known inhibitors such as Sotorasib in binding affinity. Molecular dynamics simulations confirmed the stability of these compounds within KRAS binding pockets, supported by favourable RMSD, RMSF, and radius of gyration values. Binding energy calculations showed that NSC 655,101 had the strongest affinity for wild-type KRAS while V016-9984 and N060-0122 were most effective at targeting the allosteric and SI/II sites respectively. Time-lagged Independent Component Analysis (TICA) provided critical insights into how these ligands modulate KRAS conformational dynamics, revealing ligand-specific effects on protein flexibility and stabilization of key conformations. These findings highlight the potential of these inhibitors as promising candidates for KRAS-targeted therapies. The results provide a strong basis for further experimental testing, bringing us closer to effective treatments for KRAS-driven cancers.

Supplementary information: The online version contains supplementary material available at 10.1007/s40203-025-00415-4.

KRAS及其突变体G12R、变构和Switch-I/Switch-II位点有效抑制剂的开发。
KRAS是GTPases Ras家族的重要成员,在调节细胞生长、存活和分化中起着至关重要的作用。KRAS的突变,如G12R,经常与癌症有关,使其成为重要的治疗靶点。由于KRAS表面光滑,具有较强的核苷酸结合亲和力,长期以来被认为难以用药物靶向。最近的进展已经确定了新的结合位点,包括变构口袋和开关- i /开关-II (SI/II)区域,它们为药物开发提供了替代策略。在这项研究中,我们结合了计算技术来鉴定KRAS及其G12R突变体的潜在抑制剂。虚拟筛选显示,4种有前景的化合物NSC 374,037、NSC 655,101、V016-9984和N060-0122在结合亲和力方面优于已知抑制剂如Sotorasib。分子动力学模拟证实了这些化合物在KRAS结合口袋中的稳定性,并得到了有利的RMSD、RMSF和旋转半径值的支持。结合能计算表明,NSC 655,101对野生型KRAS的亲和力最强,而V016-9984和N060-0122分别对变弹性位点和SI/II位点的亲和力最强。时滞独立成分分析(TICA)提供了这些配体如何调节KRAS构象动力学的关键见解,揭示了配体对蛋白质柔韧性和关键构象稳定性的特异性影响。这些发现突出了这些抑制剂作为kras靶向治疗的有希望的候选者的潜力。这些结果为进一步的实验测试提供了坚实的基础,使我们更接近kras驱动的癌症的有效治疗方法。补充信息:在线版本包含补充资料,提供地址为10.1007/s40203-025-00415-4。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信