• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于 FMO 的达芦那韦类似物设计作为 HIV-1 蛋白酶抑制剂。

FMO-guided design of darunavir analogs as HIV-1 protease inhibitors.

机构信息

Program in Bioinformatics and Computational Biology, Graduate School, Chulalongkorn University, Bangkok, 10330, Thailand.

Center of Excellence in Structural and Computational Biology, Department of Biochemistry, Faculty of Science, Chulalongkorn University, Bangkok, 10330, Thailand.

出版信息

Sci Rep. 2024 Feb 13;14(1):3639. doi: 10.1038/s41598-024-53940-1.

DOI:10.1038/s41598-024-53940-1
PMID:38351065
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10864397/
Abstract

The prevalence of HIV-1 infection continues to pose a significant global public health issue, highlighting the need for antiretroviral drugs that target viral proteins to reduce viral replication. One such target is HIV-1 protease (PR), responsible for cleaving viral polyproteins, leading to the maturation of viral proteins. While darunavir (DRV) is a potent HIV-1 PR inhibitor, drug resistance can arise due to mutations in HIV-1 PR. To address this issue, we developed a novel approach using the fragment molecular orbital (FMO) method and structure-based drug design to create DRV analogs. Using combinatorial programming, we generated novel analogs freely accessible via an on-the-cloud mode implemented in Google Colab, Combined Analog generator Tool (CAT). The designed analogs underwent cascade screening through molecular docking with HIV-1 PR wild-type and major mutations at the active site. Molecular dynamics (MD) simulations confirmed the assess ligand binding and susceptibility of screened designed analogs. Our findings indicate that the three designed analogs guided by FMO, 19-0-14-3, 19-8-10-0, and 19-8-14-3, are superior to DRV and have the potential to serve as efficient PR inhibitors. These findings demonstrate the effectiveness of our approach and its potential to be used in further studies for developing new antiretroviral drugs.

摘要

HIV-1 感染的流行继续构成重大的全球公共卫生问题,凸显了需要针对病毒蛋白的抗逆转录病毒药物来降低病毒复制。HIV-1 蛋白酶 (PR) 就是这样一个目标,它负责切割病毒多蛋白,导致病毒蛋白的成熟。虽然达芦那韦 (DRV) 是一种有效的 HIV-1 PR 抑制剂,但由于 HIV-1 PR 中的突变,可能会出现耐药性。为了解决这个问题,我们使用片段分子轨道 (FMO) 方法和基于结构的药物设计开发了一种新方法来创建 DRV 类似物。使用组合编程,我们通过在 Google Colab 中实现的云端模式(即组合模拟生成器工具 (CAT))生成了新型类似物。设计的类似物通过分子对接与 HIV-1 PR 野生型和主要突变进行级联筛选在活性部位。分子动力学 (MD) 模拟证实了评估配体结合和筛选设计类似物的敏感性。我们的研究结果表明,由 FMO 指导的三种设计类似物 19-0-14-3、19-8-10-0 和 19-8-14-3,优于 DRV,有可能成为有效的 PR 抑制剂。这些发现表明了我们方法的有效性及其在进一步开发新的抗逆转录病毒药物的研究中的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/eb681dc34f40/41598_2024_53940_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/041dcd45c511/41598_2024_53940_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/6e01c007c750/41598_2024_53940_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/f6b36be58c2c/41598_2024_53940_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/f45abfc98c2f/41598_2024_53940_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/b7e59eab0dcf/41598_2024_53940_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/697923b535dc/41598_2024_53940_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/a1d8537ed7bd/41598_2024_53940_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/f5586e29cb5b/41598_2024_53940_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/eb681dc34f40/41598_2024_53940_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/041dcd45c511/41598_2024_53940_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/6e01c007c750/41598_2024_53940_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/f6b36be58c2c/41598_2024_53940_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/f45abfc98c2f/41598_2024_53940_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/b7e59eab0dcf/41598_2024_53940_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/697923b535dc/41598_2024_53940_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/a1d8537ed7bd/41598_2024_53940_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/f5586e29cb5b/41598_2024_53940_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0b9d/10864397/eb681dc34f40/41598_2024_53940_Fig9_HTML.jpg

相似文献

1
FMO-guided design of darunavir analogs as HIV-1 protease inhibitors.基于 FMO 的达芦那韦类似物设计作为 HIV-1 蛋白酶抑制剂。
Sci Rep. 2024 Feb 13;14(1):3639. doi: 10.1038/s41598-024-53940-1.
2
Resilience to resistance of HIV-1 protease inhibitors: profile of darunavir.HIV-1蛋白酶抑制剂的耐药性耐受性:地瑞那韦概述
AIDS Rev. 2008 Jul-Sep;10(3):131-42.
3
Machine learning-guided design of potent darunavir analogs targeting HIV-1 proteases: A computational approach for antiretroviral drug discovery.机器学习引导的针对HIV-1蛋白酶的强效达芦那韦类似物设计:抗逆转录病毒药物发现的计算方法。
J Comput Chem. 2024 May 15;45(13):953-968. doi: 10.1002/jcc.27298. Epub 2024 Jan 4.
4
Thermodynamic and structural analysis of HIV protease resistance to darunavir - analysis of heavily mutated patient-derived HIV-1 proteases.HIV 蛋白酶耐药性对达芦那韦的热力学和结构分析 - 对高度突变的患者源性 HIV-1 蛋白酶的分析。
FEBS J. 2014 Apr;281(7):1834-47. doi: 10.1111/febs.12743.
5
Decomposing the energetic impact of drug-resistant mutations: the example of HIV-1 protease-DRV binding.解析耐药性突变的能量影响:以HIV-1蛋白酶与地瑞那韦结合为例。
Methods Mol Biol. 2012;819:551-60. doi: 10.1007/978-1-61779-465-0_32.
6
Effect of flap mutations on structure of HIV-1 protease and inhibition by saquinavir and darunavir.瓣突变对HIV-1蛋白酶结构以及沙奎那韦和达芦那韦抑制作用的影响。
J Mol Biol. 2008 Aug 1;381(1):102-15. doi: 10.1016/j.jmb.2008.05.062. Epub 2008 Jul 1.
7
Drug resistance conferred by mutations outside the active site through alterations in the dynamic and structural ensemble of HIV-1 protease.通过改变HIV-1蛋白酶的动态和结构总体,由活性位点外的突变赋予的耐药性。
J Am Chem Soc. 2014 Aug 27;136(34):11956-63. doi: 10.1021/ja504096m. Epub 2014 Aug 18.
8
GRL-0519, a novel oxatricyclic ligand-containing nonpeptidic HIV-1 protease inhibitor (PI), potently suppresses replication of a wide spectrum of multi-PI-resistant HIV-1 variants in vitro.GRL-0519,一种新型含噁三嗪环配体的非肽类 HIV-1 蛋白酶抑制剂(PI),能够在体外强有力地抑制多种对 PI 耐药的 HIV-1 变异体的复制。
Antimicrob Agents Chemother. 2013 May;57(5):2036-46. doi: 10.1128/AAC.02189-12. Epub 2013 Feb 12.
9
Factors associated with the selection of mutations conferring resistance to protease inhibitors (PIs) in PI-experienced patients displaying treatment failure on darunavir.在使用达芦那韦治疗失败的蛋白酶抑制剂(PI)经治患者中,与选择对PI产生耐药性的突变相关的因素。
Antimicrob Agents Chemother. 2008 Feb;52(2):491-6. doi: 10.1128/AAC.00909-07. Epub 2007 Nov 26.
10
Novel HIV PR inhibitors with C4-substituted bis-THF and bis-fluoro-benzyl target the two active site mutations of highly drug resistant mutant PR.新型 HIV PR 抑制剂具有 C4-取代的双四氢呋喃和双氟苄基,针对高度耐药突变 PR 的两个活性位点突变。
Biochem Biophys Res Commun. 2021 Aug 20;566:30-35. doi: 10.1016/j.bbrc.2021.05.094. Epub 2021 Jun 7.

引用本文的文献

1
Inhibitors of Proteases: A Well-Grounded Strategy in Drug Development.蛋白酶抑制剂:药物研发中一项有充分依据的策略。
Molecules. 2025 Jul 10;30(14):2909. doi: 10.3390/molecules30142909.
2
Marine-Derived Peptides from as Potential SARS-CoV-2 Mpro Inhibitors: An Approach.来自[具体来源未给出]的海洋衍生肽作为潜在的SARS-CoV-2 Mpro抑制剂:一种[具体方法未给出]方法
Microorganisms. 2025 May 30;13(6):1271. doi: 10.3390/microorganisms13061271.
3
Analyzing Many-Body Charge Transfer Effects With the Fragment Molecular Orbital Method.用片段分子轨道方法分析多体电荷转移效应。

本文引用的文献

1
Machine learning-guided design of potent darunavir analogs targeting HIV-1 proteases: A computational approach for antiretroviral drug discovery.机器学习引导的针对HIV-1蛋白酶的强效达芦那韦类似物设计:抗逆转录病毒药物发现的计算方法。
J Comput Chem. 2024 May 15;45(13):953-968. doi: 10.1002/jcc.27298. Epub 2024 Jan 4.
2
HIV-1 protease inhibitors with a P1 phosphonate modification maintain potency against drug-resistant variants by increased interactions with flap residues.具有 P1 膦酸酯修饰的 HIV-1 蛋白酶抑制剂通过与瓣状残基的增强相互作用保持对耐药变异体的效力。
Eur J Med Chem. 2023 Sep 5;257:115501. doi: 10.1016/j.ejmech.2023.115501. Epub 2023 May 18.
3
J Comput Chem. 2025 May 15;46(13):e70128. doi: 10.1002/jcc.70128.
4
Design, Synthesis, and Biological Evaluation of Darunavir Analogs as HIV-1 Protease Inhibitors.达芦那韦类似物作为HIV-1蛋白酶抑制剂的设计、合成及生物学评价
ACS Bio Med Chem Au. 2024 Sep 19;4(5):242-256. doi: 10.1021/acsbiomedchemau.4c00040. eCollection 2024 Oct 16.
5
Synthesis and characterization of gold(I) thiolate derivatives and bimetallic complexes for HIV inhibition.用于抑制艾滋病毒的金(I)硫醇盐衍生物和双金属配合物的合成与表征。
Front Chem. 2024 Jul 25;12:1424019. doi: 10.3389/fchem.2024.1424019. eCollection 2024.
FastGrow: on-the-fly growing and its application to DYRK1A.
FastGrow:即时生长及其在 DYRK1A 中的应用。
J Comput Aided Mol Des. 2022 Sep;36(9):639-651. doi: 10.1007/s10822-022-00469-y. Epub 2022 Aug 22.
4
Hotspot Identification and Drug Design of Protein-Protein Interaction Modulators Using the Fragment Molecular Orbital Method.利用碎片分子轨道法鉴定蛋白质-蛋白质相互作用调节剂的热点并进行药物设计。
J Chem Inf Model. 2022 Aug 22;62(16):3784-3799. doi: 10.1021/acs.jcim.2c00457. Epub 2022 Aug 8.
5
MolHyb: A Web Server for Structure-Based Drug Design by Molecular Hybridization.MolHyb:基于分子杂交的结构导向药物设计的网络服务器。
J Chem Inf Model. 2022 Jun 27;62(12):2916-2922. doi: 10.1021/acs.jcim.2c00443. Epub 2022 Jun 13.
6
Halogenated Baicalein as a Promising Antiviral Agent toward SARS-CoV-2 Main Protease.卤代黄芩素作为一种有前途的抗 SARS-CoV-2 主蛋白酶药物。
J Chem Inf Model. 2022 Mar 28;62(6):1498-1509. doi: 10.1021/acs.jcim.1c01304. Epub 2022 Mar 4.
7
Molecular basis for reduced cleavage activity and drug resistance in D30N HIV-1 protease.D30N HIV-1 蛋白酶中裂解活性降低和耐药性的分子基础。
J Biomol Struct Dyn. 2022;40(23):13127-13135. doi: 10.1080/07391102.2021.1982007. Epub 2021 Oct 5.
8
Interaction of 8-anilinonaphthalene-1-sulfonate with SARS-CoV-2 main protease and its application as a fluorescent probe for inhibitor identification.8-苯胺基萘-1-磺酸盐与新型冠状病毒主要蛋白酶的相互作用及其作为抑制剂鉴定荧光探针的应用
Comput Struct Biotechnol J. 2021;19:3364-3371. doi: 10.1016/j.csbj.2021.05.053. Epub 2021 Jun 5.
9
HIV Protease: Historical Perspective and Current Research.HIV 蛋白酶:历史视角与当前研究。
Viruses. 2021 May 6;13(5):839. doi: 10.3390/v13050839.
10
Cantilever-centric mechanism of cooperative non-active site mutations in HIV protease: Implications for flap dynamics.HIV 蛋白酶中非活性部位协同突变的悬臂中心机制:对瓣动态的影响。
J Mol Graph Model. 2021 Jul;106:107931. doi: 10.1016/j.jmgm.2021.107931. Epub 2021 May 10.