Suppr超能文献

通过对天然状态动力学的深入了解,提高 RNA 三级结构预测的准确性。

Improved prediction of RNA tertiary structure with insights into native state dynamics.

机构信息

Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Rochester, Minnesota 55905, USA.

出版信息

RNA. 2012 Mar;18(3):385-93. doi: 10.1261/rna.027201.111. Epub 2012 Jan 25.

Abstract

The importance of RNA tertiary structure is evident from the growing number of published high resolution NMR and X-ray crystallographic structures of RNA molecules. These structures provide insights into function and create a knowledge base that is leveraged by programs such as Assemble, ModeRNA, RNABuilder, NAST, FARNA, Mc-Sym, RNA2D3D, and iFoldRNA for tertiary structure prediction and design. While these methods sample native-like RNA structures during simulations, all struggle to capture the native RNA conformation after scoring. We propose RSIM, an improved RNA fragment assembly method that preserves RNA global secondary structure while sampling conformations. This approach enhances the quality of predicted RNA tertiary structure, provides insights into the native state dynamics, and generates a powerful visualization of the RNA conformational space. RSIM is available for download from http://www.github.com/jpbida/rsim.

摘要

从越来越多发表的 RNA 分子高分辨率 NMR 和 X 射线晶体结构可以明显看出 RNA 三级结构的重要性。这些结构提供了对功能的深入了解,并为 Assemble、ModeRNA、RNABuilder、NAST、FARNA、Mc-Sym、RNA2D3D 和 iFoldRNA 等程序创建了知识库,这些程序可用于三级结构预测和设计。虽然这些方法在模拟过程中采样类似天然的 RNA 结构,但在评分后,所有方法都难以捕获天然 RNA 构象。我们提出了 RSIM,这是一种改进的 RNA 片段组装方法,可在采样构象的同时保留 RNA 的全局二级结构。这种方法可以提高预测 RNA 三级结构的质量,深入了解天然状态的动力学,并生成 RNA 构象空间的强大可视化效果。RSIM 可从 http://www.github.com/jpbida/rsim 下载。

相似文献

1
Improved prediction of RNA tertiary structure with insights into native state dynamics.
RNA. 2012 Mar;18(3):385-93. doi: 10.1261/rna.027201.111. Epub 2012 Jan 25.
2
iFoldRNA: three-dimensional RNA structure prediction and folding.
Bioinformatics. 2008 Sep 1;24(17):1951-2. doi: 10.1093/bioinformatics/btn328. Epub 2008 Jun 25.
3
A probabilistic model of RNA conformational space.
PLoS Comput Biol. 2009 Jun;5(6):e1000406. doi: 10.1371/journal.pcbi.1000406. Epub 2009 Jun 19.
4
A conditional random fields method for RNA sequence-structure relationship modeling and conformation sampling.
Bioinformatics. 2011 Jul 1;27(13):i102-10. doi: 10.1093/bioinformatics/btr232.
5
Automated de novo prediction of native-like RNA tertiary structures.
Proc Natl Acad Sci U S A. 2007 Sep 11;104(37):14664-9. doi: 10.1073/pnas.0703836104. Epub 2007 Aug 28.
7
iFoldRNA v2: folding RNA with constraints.
Bioinformatics. 2015 Sep 1;31(17):2891-3. doi: 10.1093/bioinformatics/btv221. Epub 2015 Apr 24.
9
RNA3DCNN: Local and global quality assessments of RNA 3D structures using 3D deep convolutional neural networks.
PLoS Comput Biol. 2018 Nov 27;14(11):e1006514. doi: 10.1371/journal.pcbi.1006514. eCollection 2018 Nov.
10
A folding algorithm for extended RNA secondary structures.
Bioinformatics. 2011 Jul 1;27(13):i129-36. doi: 10.1093/bioinformatics/btr220.

引用本文的文献

1
cgRNASP: coarse-grained statistical potentials with residue separation for RNA structure evaluation.
NAR Genom Bioinform. 2023 Mar 3;5(1):lqad016. doi: 10.1093/nargab/lqad016. eCollection 2023 Mar.
3
3dDNA: A Computational Method of Building DNA 3D Structures.
Molecules. 2022 Sep 13;27(18):5936. doi: 10.3390/molecules27185936.
5
Advances in RNA 3D Structure Modeling Using Experimental Data.
Front Genet. 2020 Oct 26;11:574485. doi: 10.3389/fgene.2020.574485. eCollection 2020.
7
Predicting 3D structure and stability of RNA pseudoknots in monovalent and divalent ion solutions.
PLoS Comput Biol. 2018 Jun 7;14(6):e1006222. doi: 10.1371/journal.pcbi.1006222. eCollection 2018 Jun.
8
A nucleobase-centered coarse-grained representation for structure prediction of RNA motifs.
Nucleic Acids Res. 2018 Feb 28;46(4):1674-1683. doi: 10.1093/nar/gkx1269.
9
Hierarchical Assembly of RNA Three-Dimensional Structures Based on Loop Templates.
J Phys Chem B. 2018 May 31;122(21):5327-5335. doi: 10.1021/acs.jpcb.7b10102. Epub 2018 Jan 8.

本文引用的文献

1
ModeRNA: a tool for comparative modeling of RNA 3D structure.
Nucleic Acids Res. 2011 May;39(10):4007-22. doi: 10.1093/nar/gkq1320. Epub 2011 Feb 7.
2
Assemble: an interactive graphical tool to analyze and build RNA architectures at the 2D and 3D levels.
Bioinformatics. 2010 Aug 15;26(16):2057-9. doi: 10.1093/bioinformatics/btq321. Epub 2010 Jun 18.
3
Atomic accuracy in predicting and designing noncanonical RNA structure.
Nat Methods. 2010 Apr;7(4):291-4. doi: 10.1038/nmeth.1433. Epub 2010 Feb 28.
4
VORO++: a three-dimensional voronoi cell library in C++.
Chaos. 2009 Dec;19(4):041111. doi: 10.1063/1.3215722.
5
Topology links RNA secondary structure with global conformation, dynamics, and adaptation.
Science. 2010 Jan 8;327(5962):202-6. doi: 10.1126/science.1181085.
6
Predicting RNA structure by multiple template homology modeling.
Pac Symp Biocomput. 2010:216-27. doi: 10.1142/9789814295291_0024.
7
New metrics for comparing and assessing discrepancies between RNA 3D structures and models.
RNA. 2009 Oct;15(10):1875-85. doi: 10.1261/rna.1700409. Epub 2009 Aug 26.
8
CENTROIDFOLD: a web server for RNA secondary structure prediction.
Nucleic Acids Res. 2009 Jul;37(Web Server issue):W277-80. doi: 10.1093/nar/gkp367. Epub 2009 May 12.
9
A sequence element that tunes Escherichia coli tRNA(Ala)(GGC) to ensure accurate decoding.
Nat Struct Mol Biol. 2009 Apr;16(4):359-64. doi: 10.1038/nsmb.1581. Epub 2009 Mar 22.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验