Using the RNAstructure Software Package to Predict Conserved RNA Structures

The structures of many non‐coding RNA (ncRNA) are conserved by evolution to a greater extent than their sequences. By predicting the conserved structure of two or more homologous sequences, the accuracy of secondary structure prediction can be improved as compared to structure prediction for a single sequence. This unit provides protocols for the use of four programs in the RNAstructure suite for prediction of conserved structures, Multilign, TurboFold, Dynalign, and PARTS. These programs can be run via Web servers, on the command line, or with graphical interfaces. Curr. Protoc. Bioinform. 46:12.4.1‐12.4.22. © 2014 by John Wiley & Sons, Inc.

[1]  J. Ebel,et al.  Probing the structure of RNAs in solution. , 1987, Nucleic acids research.

[2]  G. Knapp Enzymatic approaches to probing of RNA secondary and tertiary structure. , 1989, Methods in enzymology.

[3]  Carl R. Woese,et al.  4 Probing RNA Structure, Function, and History by Comparative Analysis , 1993 .

[4]  Sergey Steinberg,et al.  Compilation of tRNA sequences and sequences of tRNA genes , 2004, Nucleic Acids Res..

[5]  P. Burgstaller,et al.  Flavin-Dependent Photocleavage of RNA at G·U Base Pairs , 1997 .

[6]  D. Turner,et al.  Thermodynamic parameters for an expanded nearest-neighbor model for formation of RNA duplexes with Watson-Crick base pairs. , 1998, Biochemistry.

[7]  J. Sabina,et al.  Expanded sequence dependence of thermodynamic parameters improves prediction of RNA secondary structure. , 1999, Journal of molecular biology.

[8]  R. Gutell,et al.  The accuracy of ribosomal RNA comparative structure models. , 2002, Current opinion in structural biology.

[9]  D. Turner,et al.  Dynalign: an algorithm for finding the secondary structure common to two RNA sequences. , 2002, Journal of molecular biology.

[10]  D. Mathews Using an RNA secondary structure partition function to determine confidence in base pairs predicted by free energy minimization. , 2004, RNA.

[11]  D. Turner,et al.  Incorporating chemical modification constraints into a dynamic programming algorithm for prediction of RNA secondary structure. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[12]  K. Weeks,et al.  RNA structure analysis at single nucleotide resolution by selective 2'-hydroxyl acylation and primer extension (SHAPE). , 2005, Journal of the American Chemical Society.

[13]  David H. Mathews,et al.  Predicting a set of minimal free energy RNA secondary structures common to two sequences , 2005, Bioinform..

[14]  David H. Mathews,et al.  Detection of non-coding RNAs on the basis of predicted secondary structure formation free energy change , 2006, BMC Bioinformatics.

[15]  Mathias Sprinzl,et al.  Compilation of tRNA sequences and sequences of tRNA genes , 1993, Nucleic Acids Res..

[16]  Robert Giegerich,et al.  Beyond Mfold: Recent advances in RNA bioinformatics , 2006, Journal of Biotechnology.

[17]  D. Turner,et al.  A set of nearest neighbor parameters for predicting the enthalpy change of RNA secondary structure formation , 2006, Nucleic acids research.

[18]  Gaurav Sharma,et al.  Efficient pairwise RNA structure prediction using probabilistic alignment constraints in Dynalign , 2007, BMC Bioinformatics.

[19]  Michael Zuker,et al.  22 Predicting RNA Secondary Structure , 2006 .

[20]  D. Mathews,et al.  PARTS: Probabilistic Alignment for RNA joinT Secondary structure prediction , 2008, Nucleic acids research.

[21]  D. Mathews,et al.  Stochastic sampling of the RNA structural alignment space , 2009, Nucleic acids research.

[22]  D. Mathews,et al.  Accurate SHAPE-directed RNA structure determination , 2009, Proceedings of the National Academy of Sciences.

[23]  David H. Mathews,et al.  RNAstructure: software for RNA secondary structure prediction and analysis , 2010, BMC Bioinformatics.

[24]  I. Hofacker,et al.  From consensus structure prediction to RNA gene finding. , 2009, Briefings in functional genomics & proteomics.

[25]  Yann Ponty,et al.  VARNA: Interactive drawing and editing of the RNA secondary structure , 2009, Bioinform..

[26]  Gaurav Sharma,et al.  TurboFold: Iterative probabilistic estimation of secondary structures for multiple RNA sequences , 2011, BMC Bioinformatics.

[27]  David H Mathews,et al.  RNA pseudoknots: folding and finding , 2010, F1000 biology reports.

[28]  David H. Mathews,et al.  Multilign: an algorithm to predict secondary structures conserved in multiple RNA sequences , 2011, Bioinform..

[29]  David H. Mathews,et al.  TurboKnot: rapid prediction of conserved RNA secondary structures including pseudoknots , 2012, Bioinform..

[30]  David H Mathews,et al.  RNA structure prediction: an overview of methods. , 2012, Methods in molecular biology.

[31]  Rhiju Das,et al.  Quantitative dimethyl sulfate mapping for automated RNA secondary structure inference. , 2012, Biochemistry.

[32]  David H. Mathews,et al.  RNAstructure: web servers for RNA secondary structure prediction and analysis , 2013, Nucleic Acids Res..

[33]  D. Mathews,et al.  Accurate SHAPE-directed RNA secondary structure modeling, including pseudoknots , 2013, Proceedings of the National Academy of Sciences.