• 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

基于结构的未知功能酶活性预测

Structure-based activity prediction for an enzyme of unknown function.

作者信息

Hermann Johannes C, Marti-Arbona Ricardo, Fedorov Alexander A, Fedorov Elena, Almo Steven C, Shoichet Brian K, Raushel Frank M

机构信息

Department of Pharmaceutical Chemistry, University of California, San Francisco, MC 2550 1700 4th Street, San Francisco, California 94158-2330, USA.

出版信息

Nature. 2007 Aug 16;448(7155):775-9. doi: 10.1038/nature05981. Epub 2007 Jul 1.

DOI:10.1038/nature05981
PMID:17603473
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2254328/
Abstract

With many genomes sequenced, a pressing challenge in biology is predicting the function of the proteins that the genes encode. When proteins are unrelated to others of known activity, bioinformatics inference for function becomes problematic. It would thus be useful to interrogate protein structures for function directly. Here, we predict the function of an enzyme of unknown activity, Tm0936 from Thermotoga maritima, by docking high-energy intermediate forms of thousands of candidate metabolites. The docking hit list was dominated by adenine analogues, which appeared to undergo C6-deamination. Four of these, including 5-methylthioadenosine and S-adenosylhomocysteine (SAH), were tested as substrates, and three had substantial catalytic rate constants (10(5) M(-1 )s(-1)). The X-ray crystal structure of the complex between Tm0936 and the product resulting from the deamination of SAH, S-inosylhomocysteine, was determined, and it corresponded closely to the predicted structure. The deaminated products can be further metabolized by T. maritima in a previously uncharacterized SAH degradation pathway. Structure-based docking with high-energy forms of potential substrates may be a useful tool to annotate enzymes for function.

摘要

随着许多基因组被测序,生物学领域面临的一个紧迫挑战是预测基因所编码蛋白质的功能。当蛋白质与其他已知活性的蛋白质无关时,基于生物信息学推断其功能就会出现问题。因此,直接通过研究蛋白质结构来确定其功能将很有帮助。在此,我们通过对接数千种候选代谢物的高能中间形式,预测了来自海栖热袍菌(Thermotoga maritima)的一种活性未知的酶Tm0936的功能。对接命中列表主要由腺嘌呤类似物组成,这些类似物似乎会发生C6-脱氨反应。其中四种,包括5-甲硫基腺苷和S-腺苷高半胱氨酸(SAH),被作为底物进行测试,其中三种具有可观的催化速率常数(10⁵ M⁻¹ s⁻¹)。我们确定了Tm0936与SAH脱氨产物S-肌苷高半胱氨酸形成的复合物的X射线晶体结构,该结构与预测结构非常吻合。脱氨产物可通过海栖热袍菌在一条以前未被描述的SAH降解途径中进一步代谢。基于结构与潜在底物的高能形式进行对接,可能是一种用于注释酶功能的有用工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/320f/2254328/37462bf694bf/nihms40251f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/320f/2254328/dd235b1065cc/nihms40251f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/320f/2254328/626f74ed21b3/nihms40251f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/320f/2254328/37462bf694bf/nihms40251f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/320f/2254328/dd235b1065cc/nihms40251f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/320f/2254328/626f74ed21b3/nihms40251f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/320f/2254328/37462bf694bf/nihms40251f3.jpg

相似文献

1
Structure-based activity prediction for an enzyme of unknown function.基于结构的未知功能酶活性预测
Nature. 2007 Aug 16;448(7155):775-9. doi: 10.1038/nature05981. Epub 2007 Jul 1.
2
Structure-guided discovery of new deaminase enzymes.基于结构的新型脱氨酶酶的发现。
J Am Chem Soc. 2013 Sep 18;135(37):13927-33. doi: 10.1021/ja4066078. Epub 2013 Sep 4.
3
Mechanism of substrate specificity in 5'-methylthioadenosine/S-adenosylhomocysteine nucleosidases.5'-甲基硫代腺苷/S-腺苷同型半胱氨酸核苷酶底物特异性的机制。
J Struct Biol. 2011 Jan;173(1):86-98. doi: 10.1016/j.jsb.2010.06.006. Epub 2010 Jun 8.
4
Crystal structure and biochemical studies of Brucella melitensis 5'-methylthioadenosine/S-adenosylhomocysteine nucleosidase.布鲁氏菌 5'-甲基硫代腺苷/S-腺苷同型半胱氨酸核苷酶的晶体结构和生化研究。
Biochem Biophys Res Commun. 2014 Apr 18;446(4):965-70. doi: 10.1016/j.bbrc.2014.03.045. Epub 2014 Mar 20.
5
S-adenosylhomocysteine metabolism in Streptomyces flocculus.絮凝链霉菌中S-腺苷同型半胱氨酸的代谢
J Bacteriol. 1988 Sep;170(9):4376-8. doi: 10.1128/jb.170.9.4376-4378.1988.
6
Substrate preference of 5'-methylthioadenosine/S-adenosylhomocysteine nucleosidase in Burkholderia thailandensis.泰国伯克霍尔德菌 5'-甲基硫代腺苷/S-腺苷同型半胱氨酸核苷酶的底物偏好性。
FEMS Microbiol Lett. 2013 Feb;339(2):110-6. doi: 10.1111/1574-6968.12059.
7
A thermostable S-adenosylhomocysteine hydrolase from Thermotoga maritima: properties and its application on S-adenosylhomocysteine production with enzymatic cofactor regeneration.来自嗜热栖热菌的一种热稳定S-腺苷同型半胱氨酸水解酶:性质及其在酶促辅因子再生生产S-腺苷同型半胱氨酸中的应用
Enzyme Microb Technol. 2014 Oct;64-65:33-7. doi: 10.1016/j.enzmictec.2014.06.007. Epub 2014 Jul 8.
8
Deamination of 6-aminodeoxyfutalosine in menaquinone biosynthesis by distantly related enzymes.在menaquinone 生物合成中,与 6-氨基脱氧木酮糖关系较远的酶对其进行脱氨作用。
Biochemistry. 2013 Sep 17;52(37):6525-36. doi: 10.1021/bi400750a. Epub 2013 Sep 4.
9
Methylthioadenosine deaminase in an alternative quorum sensing pathway in Pseudomonas aeruginosa.在铜绿假单胞菌的另一种群体感应途径中,甲基硫腺嘌呤脱氨酶。
Biochemistry. 2012 Nov 13;51(45):9094-103. doi: 10.1021/bi301062y. Epub 2012 Nov 2.
10
Rates of spontaneous disintegration of DNA and the rate enhancements produced by DNA glycosylases and deaminases.DNA的自发分解速率以及DNA糖基化酶和脱氨酶所产生的速率增强。
Biochemistry. 2007 Nov 27;46(47):13638-47. doi: 10.1021/bi701480f. Epub 2007 Nov 1.

引用本文的文献

1
Biological evaluation and molecular docking studies of novel aza-acyclic nucleosides as putative antimicrobial, anticancer, and antioxidant agents.新型氮杂无环核苷作为潜在抗菌、抗癌和抗氧化剂的生物学评价及分子对接研究
BMC Chem. 2025 Aug 31;19(1):255. doi: 10.1186/s13065-025-01623-x.
2
Predicting Protein Function in the AI and Big Data Era.人工智能与大数据时代的蛋白质功能预测
Biochemistry. 2025 Jun 3;64(11):2345-2352. doi: 10.1021/acs.biochem.5c00186. Epub 2025 May 17.
3
Exploring neural networks to uncover information-richer features for protein interaction prediction.探索神经网络以发现用于蛋白质相互作用预测的信息更丰富的特征。
Eur Biophys J. 2025 Apr 3. doi: 10.1007/s00249-025-01742-2.
4
Compact Assessment of Molecular Surface Complementarities Enhances Neural Network-Aided Prediction of Key Binding Residues.分子表面互补性的紧凑评估增强了神经网络辅助的关键结合残基预测。
J Chem Inf Model. 2025 Mar 10;65(5):2695-2709. doi: 10.1021/acs.jcim.4c02286. Epub 2025 Feb 21.
5
A Practical Guide to Computational Tools for Engineering Biocatalytic Properties.工程生物催化特性计算工具实用指南
Int J Mol Sci. 2025 Jan 24;26(3):980. doi: 10.3390/ijms26030980.
6
Enzymatic synthesis of -adenosyl-l-homocysteine and its nucleoside analogs from racemic homocysteine thiolactone.从外消旋高半胱氨酸硫内酯酶促合成S-腺苷-L-高半胱氨酸及其核苷类似物。
Chem Sci. 2024 Sep 6;15(38):15900-6. doi: 10.1039/d4sc03801k.
7
Structure, function and substrate preferences of archaeal S-adenosyl-L-homocysteine hydrolases.古菌 S-腺苷-L-同型半胱氨酸水解酶的结构、功能和底物偏好。
Commun Biol. 2024 Mar 29;7(1):380. doi: 10.1038/s42003-024-06078-9.
8
DeepProSite: structure-aware protein binding site prediction using ESMFold and pretrained language model.DeepProSite:使用 ESMFold 和预训练语言模型进行结构感知的蛋白质结合位点预测。
Bioinformatics. 2023 Dec 1;39(12). doi: 10.1093/bioinformatics/btad718.
9
Synthesis of Metabolites and Metabolite-like Compounds Using Biocatalytic Systems.利用生物催化系统合成代谢物及类代谢物化合物
Metabolites. 2023 Oct 19;13(10):1097. doi: 10.3390/metabo13101097.
10
Cell-Effective Transition-State Analogue of Phenylethanolamine -Methyltransferase.苯乙醇胺-N-甲基转移酶的细胞有效过渡态类似物。
Biochemistry. 2023 Aug 1;62(15):2257-2268. doi: 10.1021/acs.biochem.3c00103. Epub 2023 Jul 19.

本文引用的文献

1
Synthesis of 5'-methylthio coformycins: specific inhibitors for malarial adenosine deaminase.5'-甲硫基助间型霉素的合成:疟原虫腺苷脱氨酶的特异性抑制剂
J Am Chem Soc. 2007 May 30;129(21):6872-9. doi: 10.1021/ja0708363. Epub 2007 May 8.
2
Resolution of chiral phosphate, phosphonate, and phosphinate esters by an enantioselective enzyme library.通过对映体选择性酶文库拆分手性磷酸酯、膦酸酯和次膦酸酯。
J Am Chem Soc. 2006 Dec 13;128(49):15892-902. doi: 10.1021/ja0658618.
3
Predicting substrates by docking high-energy intermediates to enzyme structures.通过将高能中间体对接至酶结构来预测底物
J Am Chem Soc. 2006 Dec 13;128(49):15882-91. doi: 10.1021/ja065860f.
4
Virtual ligand screening: strategies, perspectives and limitations.虚拟配体筛选:策略、前景与局限性
Drug Discov Today. 2006 Jul;11(13-14):580-94. doi: 10.1016/j.drudis.2006.05.012.
5
Discovering new classes of Brugia malayi asparaginyl-tRNA synthetase inhibitors and relating specificity to conformational change.发现新型马来丝虫天冬酰胺-tRNA合成酶抑制剂并将特异性与构象变化相关联。
J Comput Aided Mol Des. 2006 Mar;20(3):159-78. doi: 10.1007/s10822-006-9043-5. Epub 2006 Apr 28.
6
Leveraging enzyme structure-function relationships for functional inference and experimental design: the structure-function linkage database.利用酶的结构-功能关系进行功能推断和实验设计:结构-功能联系数据库
Biochemistry. 2006 Feb 28;45(8):2545-55. doi: 10.1021/bi052101l.
7
Screening drug-like compounds by docking to homology models: a systematic study.通过与同源模型对接筛选类药物化合物:一项系统研究。
J Chem Inf Model. 2006 Jan-Feb;46(1):365-79. doi: 10.1021/ci050238c.
8
Molecular mechanisms of antibiotic resistance: QM/MM modelling of deacylation in a class A beta-lactamase.抗生素耐药性的分子机制:A类β-内酰胺酶去酰化反应的量子力学/分子力学建模
Org Biomol Chem. 2006 Jan 21;4(2):206-10. doi: 10.1039/b512969a. Epub 2005 Dec 9.
9
Enzymatic transition states and transition state analogues.酶促过渡态与过渡态类似物
Curr Opin Struct Biol. 2005 Dec;15(6):604-13. doi: 10.1016/j.sbi.2005.10.017. Epub 2005 Nov 4.
10
Hierarchical docking of databases of multiple ligand conformations.多个配体构象数据库的分层对接。
Curr Top Med Chem. 2005;5(8):739-49. doi: 10.2174/1568026054637683.