RNA Secondary Structure Determination by NMR.

Dynamic programming methods for predicting RNA secondary structure often use thermodynamics and experimental restraints and/or constraints to limit folding space. Chemical mapping results typically restrain certain nucleotides not to be in AU or GC pairs. Two-dimensional nuclear magnetic resonance (NMR) spectra can reveal the order of AU, GC, and GU pairs in double helixes. This chapter describes a program, NMR-assisted prediction of secondary structure and chemical shifts (NAPSS-CS), that constrains possible secondary structures on the basis of the NMR determined order and 5'-3' direction of AU, GC, and GU pairs in helixes. NAPSS-CS minimally requires input of the order of base pairs as determined from nuclear Overhauser effect spectroscopy (NOESY) of imino protons. The program deduces the 5'-3' direction of the base pairs if certain chemical shifts are also input. Secondary structures predicted by the program provide assignments of input chemical shifts to particular nucleotides in the sequence, thus facilitating an important step for determination of the three dimensional structure by NMR. The method is particularly useful for revealing pseudoknots and an example is provided. The method may also allow determination of secondary structures when a sequence folds into two structures that exchange slowly.

[1]  Walter N. Moss,et al.  Secondary Structure of a Conserved Domain in an Intron of Influenza A M1 mRNA , 2014, Biochemistry.

[2]  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.

[3]  S. Smallcombe Solvent suppression with symmetrically-shifted pulses , 1993 .

[4]  Jonathan L Chen,et al.  Nuclear Magnetic Resonance-Assisted Prediction of Secondary Structure for RNA: Incorporation of Direction-Dependent Chemical Shift Constraints , 2015, Biochemistry.

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

[6]  S. Wijmenga,et al.  Prediction of proton chemical shifts in RNA – Their use in structure refinement and validation , 2001, Journal of biomolecular NMR.

[7]  D. Turner,et al.  RNA structure prediction. , 1988, Annual review of biophysics and biophysical chemistry.

[8]  I. Tinoco,et al.  Estimation of Secondary Structure in Ribonucleic Acids , 1971, Nature.

[9]  I. Tinoco,et al.  How RNA folds. , 1999, Journal of molecular biology.

[10]  M. Summers,et al.  NMR structure of the 101-nucleotide core encapsidation signal of the Moloney murine leukemia virus. , 2004, Journal of molecular biology.

[11]  J. Feigon,et al.  Structural determinants for ligand capture by a class II preQ1 riboswitch , 2014, Proceedings of the National Academy of Sciences.

[12]  R. Nussinov,et al.  Fast algorithm for predicting the secondary structure of single-stranded RNA. , 1980, Proceedings of the National Academy of Sciences of the United States of America.

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

[14]  Kyungsook Han,et al.  PseudoViewer: automatic visualization of RNA pseudoknots , 2002, ISMB.

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

[16]  Peter F. Stadler,et al.  ViennaRNA Package 2.0 , 2011, Algorithms for Molecular Biology.

[17]  J. Pipas,et al.  Method for predicting RNA secondary structure. , 1975, Proceedings of the National Academy of Sciences of the United States of America.

[18]  Yasuyuki Kurihara,et al.  Imino proton NMR analysis of HDV ribozymes: nested double pseudoknot structure and Mg2+ ion-binding site close to the catalytic core in solution. , 2002, Nucleic acids research.

[19]  N. Shankar,et al.  An equilibrium-dependent retroviral mRNA switch regulates translational recoding , 2011, Nature.

[20]  M. Zuker On finding all suboptimal foldings of an RNA molecule. , 1989, Science.

[21]  H. Schwalbe,et al.  NMR Spectroscopy of RNA , 2003, Chembiochem : a European journal of chemical biology.

[22]  David H. Mathews,et al.  NNDB: the nearest neighbor parameter database for predicting stability of nucleic acid secondary structure , 2009, Nucleic Acids Res..

[23]  David H. Mathews,et al.  NMR-Assisted Prediction of RNA Secondary Structure: Identification of a Probable Pseudoknot in the Coding Region of an R2 Retrotransposon , 2008, Journal of the American Chemical Society.

[24]  Michael Zuker,et al.  Optimal computer folding of large RNA sequences using thermodynamics and auxiliary information , 1981, Nucleic Acids Res..

[25]  J. Wong,et al.  NMR Analysis of Bovine tRNATrp , 2002, The Journal of Biological Chemistry.

[26]  J. Feigon,et al.  Pyrimidine motif triple helix in the Kluyveromyces lactis telomerase RNA pseudoknot is essential for function in vivo , 2013, Proceedings of the National Academy of Sciences.

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

[28]  I. Tinoco,et al.  Stability of ribonucleic acid double-stranded helices. , 1974, Journal of molecular biology.

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