Identification and characterization of oncogenic KRAS G12V inhibitory peptides by phage display, molecular docking and molecular dynamic simulation

IF 7 2区 医学 Q1 BIOLOGY
Jirakrit Saetang , Montarop Yamabhai , Kuntalee Rangnoi , Napat Prompat , Thaiyawat Haewphet , Surasak Sangkhathat , Varomyalin Tipmanee , Soottawat Benjakul
{"title":"Identification and characterization of oncogenic KRAS G12V inhibitory peptides by phage display, molecular docking and molecular dynamic simulation","authors":"Jirakrit Saetang ,&nbsp;Montarop Yamabhai ,&nbsp;Kuntalee Rangnoi ,&nbsp;Napat Prompat ,&nbsp;Thaiyawat Haewphet ,&nbsp;Surasak Sangkhathat ,&nbsp;Varomyalin Tipmanee ,&nbsp;Soottawat Benjakul","doi":"10.1016/j.compbiomed.2025.110272","DOIUrl":null,"url":null,"abstract":"<div><div>The KRAS G12V mutation is a critical oncogenic driver in aggressive cancers, yet developing effective inhibitors remains challenging due to its elusive structural features. In this study, we employed phage display technology using both linear and cyclic peptide libraries to identify inhibitory peptides against KRAS G12V. Through subtractive bio-panning against wild-type KRAS, we identified two 23-mer peptides (Pep I and Pep II) that demonstrated selective binding to KRAS G12V. Molecular dynamics simulations revealed distinct binding mechanisms - Pep II showed stronger selective binding to G12V (−35.96 kcal/mol) compared to wild-type KRAS (−18.06 kcal/mol), while Pep I exhibited similar binding energies but interacted with different regions. Notably, Pep I bound to functional regions in KRAS G12V but non-functional regions in wild-type KRAS. Both peptides demonstrated significant inhibition of KRAS G12V-carrying cancer cell lines (NCI-H2444 and SW620), reducing cell viability by 70–75 % at 400 μM after 48 h while showing minimal effects (20–30 % reduction) on wild-type KRAS-carrying Caco-2 cells, which is equal to DMSO diluent control. These findings provide new insights into peptide-based targeting of KRAS G12V and demonstrate the potential of using subtractive phage display for developing selective inhibitors against oncogenic mutations.</div></div>","PeriodicalId":10578,"journal":{"name":"Computers in biology and medicine","volume":"192 ","pages":"Article 110272"},"PeriodicalIF":7.0000,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers in biology and medicine","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0010482525006237","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

The KRAS G12V mutation is a critical oncogenic driver in aggressive cancers, yet developing effective inhibitors remains challenging due to its elusive structural features. In this study, we employed phage display technology using both linear and cyclic peptide libraries to identify inhibitory peptides against KRAS G12V. Through subtractive bio-panning against wild-type KRAS, we identified two 23-mer peptides (Pep I and Pep II) that demonstrated selective binding to KRAS G12V. Molecular dynamics simulations revealed distinct binding mechanisms - Pep II showed stronger selective binding to G12V (−35.96 kcal/mol) compared to wild-type KRAS (−18.06 kcal/mol), while Pep I exhibited similar binding energies but interacted with different regions. Notably, Pep I bound to functional regions in KRAS G12V but non-functional regions in wild-type KRAS. Both peptides demonstrated significant inhibition of KRAS G12V-carrying cancer cell lines (NCI-H2444 and SW620), reducing cell viability by 70–75 % at 400 μM after 48 h while showing minimal effects (20–30 % reduction) on wild-type KRAS-carrying Caco-2 cells, which is equal to DMSO diluent control. These findings provide new insights into peptide-based targeting of KRAS G12V and demonstrate the potential of using subtractive phage display for developing selective inhibitors against oncogenic mutations.

Abstract Image

利用噬菌体展示、分子对接、分子动力学模拟等方法鉴定KRAS G12V抑癌肽
KRAS G12V突变是侵袭性癌症的关键致癌驱动因素,但由于其难以捉摸的结构特征,开发有效的抑制剂仍然具有挑战性。在这项研究中,我们采用噬菌体展示技术,使用线性和环状肽库来鉴定抗KRAS G12V的抑制肽。通过对野生型KRAS的减法生物筛选,我们鉴定了两个23-mer肽(Pep I和Pep II),它们可以选择性地与KRAS G12V结合。与野生型KRAS (- 18.06 kcal/mol)相比,Pep II对G12V具有更强的选择性结合(- 35.96 kcal/mol),而Pep I具有相似的结合能,但与不同区域相互作用。值得注意的是,Pep I与KRAS G12V的功能区结合,而与野生型KRAS的非功能区结合。这两种多肽对携带KRAS g12v的癌细胞(NCI-H2444和SW620)均有显著的抑制作用,在400 μM下作用48小时后,细胞活力降低70 - 75%,而对携带KRAS的野生型Caco-2细胞的影响最小(降低20 - 30%),与DMSO稀释剂对照组相同。这些发现为基于多肽靶向KRAS G12V提供了新的见解,并证明了利用减法噬菌体展示开发针对致癌突变的选择性抑制剂的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
×
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:481959085
Book学术官方微信