• 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

关于硫脲类似物作为高效MK-2抑制剂的计算研究。

A computational study on thiourea analogs as potent MK-2 inhibitors.

作者信息

Hao Ming, Ren Hong, Luo Fang, Zhang Shuwei, Qiu Jieshan, Ji Mingjuan, Si Hongzong, Li Guohui

机构信息

Department of Materials Science and Chemical Engineering, Dalian University of Technology, Dalian 116023, China.

Department of Ophthalmology, Qi Lu Hospital, Medical School of Shandong University, Jinan 250012, China.

出版信息

Int J Mol Sci. 2012;13(6):7057-7079. doi: 10.3390/ijms13067057. Epub 2012 Jun 8.

DOI:10.3390/ijms13067057
PMID:22837679
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3397511/
Abstract

Mitogen-activated protein kinase-activated protein kinase 2 (MK-2) has been identified as a drug target for the treatment of inflammatory diseases. Currently, a series of thiourea analogs as potent MK-2 inhibitors were studied using comprehensive computational methods by 3D-QSAR, molecular docking and molecular dynamics simulations for a further improvement in activities. The optimal 3D models exhibit high statistical significance of the results, especially for the CoMFA results with r(2) (ncv), q(2) values of 0.974, 0.536 for the internal validation, and r(2) (pred), r(2) (m) values of 0.910, 0.723 for the external validation and Roy's index, respectively. In addition, more rigorous validation criteria suggested by Tropsha were also employed to check the built models. Graphic representation of the results, as contoured 3D coefficient plots, also provides a clue to the reasonable modification of molecules: (i) The substituent with a bulky size and electron-rich group at the C5 position of the pyrazine ring is required to enhance the potency; (ii) The H-bond acceptor group in the C3 position of the pyrazine ring is likely to be helpful to increase MK-2 inhibition; (iii) The small and electropositive substituent as a hydrogen bond donor of the C2 position in the oxazolone ring is favored; In addition, several important amino acid residues were also identified as playing an important role in MK-2 inhibition. The agreement between 3D-QSAR, molecular docking and molecular dynamics simulations also proves the rationality of the developed models. These results, we hope, may be helpful in designing novel and potential MK-2 inhibitors.

摘要

丝裂原活化蛋白激酶激活的蛋白激酶2(MK-2)已被确定为治疗炎症性疾病的药物靶点。目前,通过3D-QSAR、分子对接和分子动力学模拟等综合计算方法,对一系列作为强效MK-2抑制剂的硫脲类似物进行了研究,以进一步提高其活性。优化后的3D模型结果具有较高的统计学意义,特别是对于CoMFA结果,内部验证的r(2)(ncv)、q(2)值分别为0.974、0.536,外部验证的r(2)(pred)、r(2)(m)值分别为0.910、0.723以及Roy指数。此外,还采用了Tropsha提出的更严格的验证标准来检验所构建的模型。结果的图形表示,如等高线3D系数图,也为分子的合理修饰提供了线索:(i)吡嗪环C5位需要具有大体积和富电子基团的取代基来增强效力;(ii)吡嗪环C3位的氢键受体基团可能有助于增加对MK-2的抑制作用;(iii)恶唑酮环C2位作为氢键供体的小的、带正电的取代基是有利的;此外,还确定了几个重要的氨基酸残基在MK-2抑制中起重要作用。3D-QSAR、分子对接和分子动力学模拟之间的一致性也证明了所开发模型的合理性。我们希望这些结果可能有助于设计新型且有潜力的MK-2抑制剂。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/06f95e28ba6c/ijms-13-07057f8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/18d2f39facb8/ijms-13-07057f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/32188660b7a4/ijms-13-07057f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/f16106b29f0d/ijms-13-07057f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/a141e2350a42/ijms-13-07057f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/85e1e12062e7/ijms-13-07057f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/f1e6e02542ee/ijms-13-07057f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/864c4cf9a33a/ijms-13-07057f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/06f95e28ba6c/ijms-13-07057f8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/18d2f39facb8/ijms-13-07057f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/32188660b7a4/ijms-13-07057f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/f16106b29f0d/ijms-13-07057f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/a141e2350a42/ijms-13-07057f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/85e1e12062e7/ijms-13-07057f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/f1e6e02542ee/ijms-13-07057f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/864c4cf9a33a/ijms-13-07057f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46a/3397511/06f95e28ba6c/ijms-13-07057f8.jpg

相似文献

1
A computational study on thiourea analogs as potent MK-2 inhibitors.关于硫脲类似物作为高效MK-2抑制剂的计算研究。
Int J Mol Sci. 2012;13(6):7057-7079. doi: 10.3390/ijms13067057. Epub 2012 Jun 8.
2
In silico identification of structure requirement for novel thiazole and oxazole derivatives as potent fructose 1,6-bisphosphatase inhibitors.新型噻唑和恶唑衍生物作为强效果糖1,6 - 二磷酸酶抑制剂的结构要求的计算机模拟鉴定
Int J Mol Sci. 2011;12(11):8161-80. doi: 10.3390/ijms12118161. Epub 2011 Nov 18.
3
Combined 3D-QSAR, molecular docking and molecular dynamics study on derivatives of peptide epoxyketone and tyropeptin-boronic acid as inhibitors against the β5 subunit of human 20S proteasome.肽环氧酮和酪蛋白硼酸酸衍生物作为人20S蛋白酶体β5亚基抑制剂的联合3D-QSAR、分子对接和分子动力学研究
Int J Mol Sci. 2011;12(3):1807-35. doi: 10.3390/ijms12031807. Epub 2011 Mar 9.
4
Investigation of the structure requirement for 5-HT₆ binding affinity of arylsulfonyl derivatives: a computational study.芳基磺酰基衍生物对5-HT₆结合亲和力的结构要求研究:一项计算研究。
Int J Mol Sci. 2011;12(8):5011-30. doi: 10.3390/ijms12085011. Epub 2011 Aug 8.
5
Structural features of falcipain-3 inhibitors: an in silico study.恶性疟原虫蛋白酶-3抑制剂的结构特征:一项计算机模拟研究
Mol Biosyst. 2013 Sep;9(9):2296-310. doi: 10.1039/c3mb70105k.
6
Exploring the structure requirement for PKCθ inhibitory activity of pyridinecarbonitrile derivatives: an in silico analysis.探讨吡啶甲腈衍生物对蛋白激酶 Cθ抑制活性的结构要求:一种计算机分析。
J Mol Graph Model. 2012 Apr;34:76-88. doi: 10.1016/j.jmgm.2011.12.010. Epub 2012 Jan 3.
7
QSAR Modeling, Molecular Docking and Molecular Dynamics Simulations Studies of Lysine-Specific Demethylase 1 (LSD1) Inhibitors as Anticancer Agents.赖氨酸特异性去甲基化酶 1(LSD1)抑制剂作为抗癌剂的定量构效关系建模、分子对接和分子动力学模拟研究。
Anticancer Agents Med Chem. 2021;21(8):987-1018. doi: 10.2174/1871520620666200721134010.
8
Insight into the structural determinants of imidazole scaffold-based derivatives as p38 MAP kinase inhibitors by computational explorations.通过计算探索洞察基于咪唑支架的衍生物作为 p38 MAP 激酶抑制剂的结构决定因素。
Curr Med Chem. 2012;19(23):4024-37. doi: 10.2174/092986712802002608.
9
CoMFA, CoMSIA, Topomer CoMFA, HQSAR, molecular docking and molecular dynamics simulations study of triazine morpholino derivatives as mTOR inhibitors for the treatment of breast cancer.三嗪吗啉衍生物作为治疗乳腺癌的 mTOR 抑制剂的 CoMFA、CoMSIA、Topomer CoMFA、HQSAR、分子对接和分子动力学模拟研究。
Comput Biol Chem. 2019 Jun;80:351-363. doi: 10.1016/j.compbiolchem.2019.04.017. Epub 2019 May 3.
10
3D-QSAR and molecular docking studies on derivatives of MK-0457, GSK1070916 and SNS-314 as inhibitors against Aurora B kinase.基于 MK-0457、GSK1070916 和 SNS-314 衍生物的 3D-QSAR 和分子对接研究,作为 Aurora B 激酶抑制剂。
Int J Mol Sci. 2010 Nov 2;11(11):4326-47. doi: 10.3390/ijms11114326.

引用本文的文献

1
Comparison of various methods for validity evaluation of QSAR models.定量构效关系(QSAR)模型有效性评估的各种方法比较。
BMC Chem. 2022 Aug 23;16(1):63. doi: 10.1186/s13065-022-00856-4.
2
Targeting Mitogen-Activated Protein Kinase-Activated Protein Kinase 2 (MAPKAPK2, MK2): Medicinal Chemistry Efforts To Lead Small Molecule Inhibitors to Clinical Trials.靶向丝裂原活化蛋白激酶激活的蛋白激酶2(MAPKAPK2,MK2):推动小分子抑制剂进入临床试验的药物化学研究工作
J Med Chem. 2016 Apr 28;59(8):3609-34. doi: 10.1021/acs.jmedchem.5b01457. Epub 2015 Nov 9.
3
Molecular dynamics simulation of tryptophan hydroxylase-1: binding modes and free energy analysis to phenylalanine derivative inhibitors.

本文引用的文献

1
Novel ATP competitive MK2 inhibitors with potent biochemical and cell-based activity throughout the series.新型 ATP 竞争性 MK2 抑制剂在整个系列中具有很强的生化和基于细胞的活性。
Bioorg Med Chem Lett. 2012 Jan 1;22(1):613-8. doi: 10.1016/j.bmcl.2011.10.071. Epub 2011 Nov 3.
2
Insights into the structural requirements of PKCβII inhibitors based on HQSAR and CoMSIA analyses.基于 HQSAR 和 CoMSIA 分析的 PKCβII 抑制剂结构要求的深入了解。
Chem Biol Drug Des. 2011 Aug;78(2):283-8. doi: 10.1111/j.1747-0285.2011.01144.x. Epub 2011 Jun 20.
3
Structure-based lead identification of ATP-competitive MK2 inhibitors.
色氨酸羟化酶-1的分子动力学模拟:与苯丙氨酸衍生物抑制剂的结合模式及自由能分析
Int J Mol Sci. 2013 May 10;14(5):9947-62. doi: 10.3390/ijms14059947.
基于结构的 ATP 竞争型 MK2 抑制剂的先导化合物鉴定。
Bioorg Med Chem Lett. 2011 Jun 15;21(12):3818-22. doi: 10.1016/j.bmcl.2011.04.018. Epub 2011 Apr 16.
4
Discovery of selective and orally available spiro-3-piperidyl ATP-competitive MK2 inhibitors.发现选择性和口服可利用的螺环-3-哌啶基 ATP 竞争性 MK2 抑制剂。
Bioorg Med Chem Lett. 2011 Jun 15;21(12):3823-7. doi: 10.1016/j.bmcl.2011.04.016. Epub 2011 Apr 16.
5
Exploring QSARs for inhibitory activity of non-peptide HIV-1 protease inhibitors by GA-PLS and GA-SVM.应用遗传算法偏最小二乘法和遗传算法支持向量机研究非肽类 HIV-1 蛋白酶抑制剂的抑制活性的定量构效关系。
Chem Biol Drug Des. 2010 May;75(5):506-14. doi: 10.1111/j.1747-0285.2010.00953.x.
6
QSAR study of flavonoids and biflavonoids as influenza H1N1 virus neuraminidase inhibitors.黄酮类和双黄酮类作为流感 H1N1 病毒神经氨酸酶抑制剂的定量构效关系研究。
Eur J Med Chem. 2010 May;45(5):1724-30. doi: 10.1016/j.ejmech.2010.01.005. Epub 2010 Jan 14.
7
Support vector machines: development of QSAR models for predicting anti-HIV-1 activity of TIBO derivatives.支持向量机:用于预测 TIBO 衍生物抗 HIV-1 活性的 QSAR 模型的开发。
Eur J Med Chem. 2010 Apr;45(4):1590-7. doi: 10.1016/j.ejmech.2010.01.002. Epub 2010 Jan 14.
8
Novel 3-aminopyrazole inhibitors of MK-2 discovered by scaffold hopping strategy.通过支架跳跃策略发现的新型 3-氨基吡唑 MK-2 抑制剂。
Bioorg Med Chem Lett. 2010 Feb 1;20(3):1293-7. doi: 10.1016/j.bmcl.2009.10.138. Epub 2009 Nov 3.
9
Single-molecule spectroscopy of the temperature-induced collapse of unfolded proteins.单分子光谱法研究温度诱导的未折叠蛋白质的去折叠。
Proc Natl Acad Sci U S A. 2009 Dec 8;106(49):20740-5. doi: 10.1073/pnas.0900622106. Epub 2009 Nov 20.
10
Benzothiophene inhibitors of MK2. Part 1: structure-activity relationships, assessments of selectivity and cellular potency.MK2的苯并噻吩抑制剂。第1部分:构效关系、选择性评估及细胞活性。
Bioorg Med Chem Lett. 2009 Aug 15;19(16):4878-81. doi: 10.1016/j.bmcl.2009.02.015. Epub 2009 Feb 8.