通过分子动力学、自由能景观和量子力学的综合框架,深入了解protac介导的降解机制:激酶降解物的案例研究。

IF 3.1 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Ashis Nandy, Kiran Boppana, Samiron Phukan
{"title":"通过分子动力学、自由能景观和量子力学的综合框架,深入了解protac介导的降解机制:激酶降解物的案例研究。","authors":"Ashis Nandy,&nbsp;Kiran Boppana,&nbsp;Samiron Phukan","doi":"10.1007/s10822-025-00630-3","DOIUrl":null,"url":null,"abstract":"<div><p>Targeted protein degradation by proteolysis-targeting chimeras (PROTAC) is dependent on formation and plasticity of ternary complexes enabling ubiquitination. In this study, we employed long-timescale molecular dynamics (MD) simulations, free energy landscape analysis, and quantum mechanical (QM) calculations to investigate the molecular determinants of PROTAC efficacy. Using three model systems (FAK-VHL, BTK-CRBN, and TTK-CRBN), each with three PROTACs of varying potencies, we analyzed a total of nine ternary complexes over 500 ns MD simulations each. Simulation events analysis revealed that potent PROTACs maintain stable and important interactions between the protein of interest (POI) and the E3 ligase, while weaker PROTACs exhibit diminished or no interactions. Conformational dynamics and changes in the interaction patterns between the POI-E3-ligase complexes highlighted the importance of ternary complex plasticity in degradation efficiency. These findings were also supported by the distribution of free energy landscape during simulations. Distributions of the free energy landscape offer insights into the stability of population states and open new avenues for understanding their degradation potential. Additionally, to overcome the limitation of conventional docking models, we highlight the importance of QM and DFT based methods to predict the impact of binding at the E3-ligase site which corelates with the degradation potentials of PROTACs. These insights provide a new computational framework for rational PROTAC design.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":621,"journal":{"name":"Journal of Computer-Aided Molecular Design","volume":"39 1","pages":""},"PeriodicalIF":3.1000,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mechanistic insights into PROTAC-mediated degradation through an integrated framework of molecular dynamics, free energy landscapes, and quantum mechanics: A case study on kinase degraders\",\"authors\":\"Ashis Nandy,&nbsp;Kiran Boppana,&nbsp;Samiron Phukan\",\"doi\":\"10.1007/s10822-025-00630-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Targeted protein degradation by proteolysis-targeting chimeras (PROTAC) is dependent on formation and plasticity of ternary complexes enabling ubiquitination. In this study, we employed long-timescale molecular dynamics (MD) simulations, free energy landscape analysis, and quantum mechanical (QM) calculations to investigate the molecular determinants of PROTAC efficacy. Using three model systems (FAK-VHL, BTK-CRBN, and TTK-CRBN), each with three PROTACs of varying potencies, we analyzed a total of nine ternary complexes over 500 ns MD simulations each. Simulation events analysis revealed that potent PROTACs maintain stable and important interactions between the protein of interest (POI) and the E3 ligase, while weaker PROTACs exhibit diminished or no interactions. Conformational dynamics and changes in the interaction patterns between the POI-E3-ligase complexes highlighted the importance of ternary complex plasticity in degradation efficiency. These findings were also supported by the distribution of free energy landscape during simulations. Distributions of the free energy landscape offer insights into the stability of population states and open new avenues for understanding their degradation potential. Additionally, to overcome the limitation of conventional docking models, we highlight the importance of QM and DFT based methods to predict the impact of binding at the E3-ligase site which corelates with the degradation potentials of PROTACs. These insights provide a new computational framework for rational PROTAC design.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>\",\"PeriodicalId\":621,\"journal\":{\"name\":\"Journal of Computer-Aided Molecular Design\",\"volume\":\"39 1\",\"pages\":\"\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-07-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Computer-Aided Molecular Design\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10822-025-00630-3\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Computer-Aided Molecular Design","FirstCategoryId":"99","ListUrlMain":"https://link.springer.com/article/10.1007/s10822-025-00630-3","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

蛋白水解靶向嵌合体(PROTAC)的靶向蛋白降解依赖于泛素化的三元复合物的形成和可塑性。在这项研究中,我们采用长时间尺度分子动力学(MD)模拟,自由能景观分析和量子力学(QM)计算来研究PROTAC疗效的分子决定因素。使用三个模型系统(FAK-VHL, BTK-CRBN和TTK-CRBN),每个系统都有三个不同效力的PROTACs,我们分析了总共9个三元配合物,每个超过500 ns MD模拟。模拟事件分析显示,强效PROTACs在目标蛋白(POI)和E3连接酶之间保持稳定和重要的相互作用,而弱效PROTACs则表现出减少或没有相互作用。poi - e3 -连接酶配合物的构象动力学和相互作用模式的变化凸显了三元配合物可塑性对降解效率的重要性。这些发现也得到了模拟过程中自由能景观分布的支持。自由能景观的分布提供了对种群状态稳定性的见解,并为理解其退化潜力开辟了新的途径。此外,为了克服传统对接模型的局限性,我们强调了基于QM和DFT的方法在预测与PROTACs降解潜力相关的e3连接酶位点结合影响方面的重要性。这些见解为合理的PROTAC设计提供了一个新的计算框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mechanistic insights into PROTAC-mediated degradation through an integrated framework of molecular dynamics, free energy landscapes, and quantum mechanics: A case study on kinase degraders

Targeted protein degradation by proteolysis-targeting chimeras (PROTAC) is dependent on formation and plasticity of ternary complexes enabling ubiquitination. In this study, we employed long-timescale molecular dynamics (MD) simulations, free energy landscape analysis, and quantum mechanical (QM) calculations to investigate the molecular determinants of PROTAC efficacy. Using three model systems (FAK-VHL, BTK-CRBN, and TTK-CRBN), each with three PROTACs of varying potencies, we analyzed a total of nine ternary complexes over 500 ns MD simulations each. Simulation events analysis revealed that potent PROTACs maintain stable and important interactions between the protein of interest (POI) and the E3 ligase, while weaker PROTACs exhibit diminished or no interactions. Conformational dynamics and changes in the interaction patterns between the POI-E3-ligase complexes highlighted the importance of ternary complex plasticity in degradation efficiency. These findings were also supported by the distribution of free energy landscape during simulations. Distributions of the free energy landscape offer insights into the stability of population states and open new avenues for understanding their degradation potential. Additionally, to overcome the limitation of conventional docking models, we highlight the importance of QM and DFT based methods to predict the impact of binding at the E3-ligase site which corelates with the degradation potentials of PROTACs. These insights provide a new computational framework for rational PROTAC design.

Graphical Abstract

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Computer-Aided Molecular Design
Journal of Computer-Aided Molecular Design 生物-计算机:跨学科应用
CiteScore
8.00
自引率
8.60%
发文量
56
审稿时长
3 months
期刊介绍: The Journal of Computer-Aided Molecular Design provides a form for disseminating information on both the theory and the application of computer-based methods in the analysis and design of molecules. The scope of the journal encompasses papers which report new and original research and applications in the following areas: - theoretical chemistry; - computational chemistry; - computer and molecular graphics; - molecular modeling; - protein engineering; - drug design; - expert systems; - general structure-property relationships; - molecular dynamics; - chemical database development and usage.
×
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