Dissection and prediction of RNA-binding sites on proteins

Abstract RNA-binding proteins are involved in many important regulatory processes in cells and their study is essential for a complete understanding of living organisms. They show a large variability from both structural and functional points of view. However, several recent studies performed on protein-RNA crystal structures have revealed interesting common properties. RNA-binding sites usually constitute patches of positively charged or polar residues that make most of the specific and non-specific contacts with RNA. Negatively charged or aliphatic residues are less frequent at protein-RNA interfaces, although they can also be found either forming aliphatic and positive-negative pairs in protein RNA-binding sites or contacting RNA through their main chains. Aromatic residues found within these interfaces are usually involved in specific base recognition at RNA single-strand regions. This specific recognition, in combination with structural complementarity, represents the key source for specificity in protein-RNA association. From all this knowledge, a variety of computational methods for prediction of RNA-binding sites have been developed based either on protein sequence or on protein structure. Some reported methods are really successful in the identification of RNA-binding proteins or the prediction of RNA-binding sites. Given the growing interest in the field, all these studies and prediction methods will undoubtedly contribute to the identification and comprehension of protein-RNA interactions.

[1]  Yu Zong Chen,et al.  Prediction of RNA-binding proteins from primary sequence by a support vector machine approach. , 2004, RNA.

[2]  Kyungsook Han,et al.  Discovering the interaction propensities of amino acids and nucleotides from protein-RNA complexes. , 2003, Molecules and cells.

[3]  C. Dominguez,et al.  The RNA recognition motif, a plastic RNA‐binding platform to regulate post‐transcriptional gene expression , 2005, The FEBS journal.

[4]  Jonathan J. Ellis,et al.  Protein–RNA interactions: Structural analysis and functional classes , 2006, Proteins.

[5]  Thomas Tuschl,et al.  Structural basis for 5'-end-specific recognition of the guide RNA strand by the A. fulgidus PIWI protein , 2005 .

[6]  Peng Jiang,et al.  RISP: A web-based server for prediction of RNA-binding sites in proteins , 2008, Comput. Methods Programs Biomed..

[7]  Vasant Honavar,et al.  Struct-NB: predicting protein-RNA binding sites using structural features , 2010, Int. J. Data Min. Bioinform..

[8]  Laura Pérez-Cano,et al.  Mapping of interaction sites of the Schizosaccharomyces pombe protein Translin with nucleic acids and proteins: a combined molecular genetics and bioinformatics study , 2010, Nucleic acids research.

[9]  Nobutoshi Ito,et al.  Crystal structure at 1.92 Å resolution of the RNA-binding domain of the U1A spliceosomal protein complexed with an RNA hairpin , 1994, Nature.

[10]  Jack D. Keene,et al.  Ribonucleoprotein infrastructure regulating the flow of genetic information between the genome and the proteome , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[11]  Y. Wang,et al.  PRINTR: Prediction of RNA binding sites in proteins using SVM and profiles , 2008, Amino Acids.

[12]  I. Taylor,et al.  Structure of a Mycobacterium tuberculosis NusA–RNA complex , 2005, The EMBO journal.

[13]  L. Liljas,et al.  The crystal structure of bacteriophage GA and a comparison of bacteriophages belonging to the major groups of Escherichia coli leviviruses. , 1997, Journal of molecular biology.

[14]  Gabriele Varani,et al.  RNA recognition by a Staufen double‐stranded RNA‐binding domain , 2000, The EMBO journal.

[15]  Liangjiang Wang,et al.  BindN: a web-based tool for efficient prediction of DNA and RNA binding sites in amino acid sequences , 2006, Nucleic Acids Res..

[16]  Wen-Lian Hsu,et al.  Predicting RNA-binding sites of proteins using support vector machines and evolutionary information , 2008, BMC Bioinformatics.

[17]  T. Steitz,et al.  The complete atomic structure of the large ribosomal subunit at 2.4 A resolution. , 2000, Science.

[18]  S. Jones,et al.  Protein-RNA interactions: a structural analysis. , 2001, Nucleic acids research.

[19]  Yael Mandel-Gutfreund,et al.  Patch Finder Plus (PFplus): A web server for extracting and displaying positive electrostatic patches on protein surfaces , 2007, Nucleic Acids Res..

[20]  C. Vonrhein,et al.  Structure of the 30S ribosomal subunit , 2000, Nature.

[21]  Susan Jones,et al.  RNA-binding residues in sequence space: Conservation and interaction patterns , 2009, Comput. Biol. Chem..

[22]  Hong Li,et al.  Protein–RNA contacts at crystal packing surfaces , 2007, Proteins.

[23]  R. B. Greaves,et al.  Structure of the trp RNA-binding attenuation protein, TRAP, bound to RNA , 1999, Nature.

[24]  Lars Liljas,et al.  The crystal structure of bacteriophage Qβ at 3.5 å resolution , 1996 .

[25]  L. Liljas,et al.  Crystal structure of bacteriophage fr capsids at 3.5 A resolution. , 1994, Journal of molecular biology.

[26]  J. Thornton,et al.  Satisfying hydrogen bonding potential in proteins. , 1994, Journal of molecular biology.

[27]  Jack Y. Yang,et al.  BindN+ for accurate prediction of DNA and RNA-binding residues from protein sequence features , 2010, BMC Systems Biology.

[28]  J. Janin,et al.  Dissecting protein–RNA recognition sites , 2008, Nucleic acids research.

[29]  Haruki Nakamura,et al.  Protein function annotation from sequence: prediction of residues interacting with RNA , 2009, Bioinform..

[30]  E Westhof,et al.  Statistical analysis of atomic contacts at RNA–protein interfaces , 2001, Journal of molecular recognition : JMR.

[31]  Florian C. Oberstrass,et al.  Shape-specific recognition in the structure of the Vts1p SAM domain with RNA , 2006, Nature Structural &Molecular Biology.

[32]  L. Liljas,et al.  The refined structure of bacteriophage MS2 at 2.8 A resolution. , 1993, Journal of molecular biology.

[33]  Gajendra P.S. Raghava,et al.  Prediction of RNA binding sites in a protein using SVM and PSSM profile , 2008, Proteins.

[34]  L. Liljas,et al.  The three-dimensional structure of bacteriophage PP7 from Pseudomonas aeruginosa at 3.7-A resolution. , 2000, Virology.

[35]  Gabriele Varani,et al.  Protein families and RNA recognition , 2005, The FEBS journal.

[36]  D. Draper Themes in RNA-protein recognition. , 1999, Journal of molecular biology.

[37]  M. A. Carrondo,et al.  Unravelling the dynamics of RNA degradation by ribonuclease II and its RNA-bound complex , 2006, Nature.

[38]  L. Perez-Cano,et al.  Optimal protein‐RNA area, OPRA: A propensity‐based method to identify RNA‐binding sites on proteins , 2010, Proteins.

[39]  T. Glisovic,et al.  RNA‐binding proteins and post‐transcriptional gene regulation , 2008, FEBS letters.

[40]  C A Smith,et al.  An RNA-binding chameleon. , 2000, Molecular cell.

[41]  R. Kodandapani,et al.  Crystal structure of the MS2 coat protein dimer: implications for RNA binding and virus assembly. , 1995, Structure.

[42]  H. Dyson,et al.  Recognition of the mRNA AU-rich element by the zinc finger domain of TIS11d , 2004, Nature Structural &Molecular Biology.

[43]  Eugene V Koonin,et al.  Comparative genomics and evolution of proteins involved in RNA metabolism. , 2002, Nucleic acids research.

[44]  D. Lejeune,et al.  Protein–nucleic acid recognition: Statistical analysis of atomic interactions and influence of DNA structure , 2005, Proteins.

[45]  N. Morozova,et al.  Protein-RNA interactions: exploring binding patterns with a three-dimensional superposition analysis of high resolution structures , 2006, Bioinform..

[46]  Zanxia Cao,et al.  Improve the prediction of RNA-binding residues using structural neighbours. , 2010, Protein and peptide letters.

[47]  Hui Lu,et al.  NAPS: a residue-level nucleic acid-binding prediction server , 2010, Nucleic Acids Res..

[48]  Zheng Yuan,et al.  Exploiting structural and topological information to improve prediction of RNA-protein binding sites , 2009, BMC Bioinformatics.

[49]  Y. Shamoo,et al.  Structure-based analysis of protein-RNA interactions using the program ENTANGLE. , 2001, Journal of molecular biology.

[50]  T. Schedl,et al.  RNA-binding proteins. , 2006, WormBook : the online review of C. elegans biology.

[51]  R. Darnell,et al.  Sequence-Specific RNA Binding by a Nova KH Domain Implications for Paraneoplastic Disease and the Fragile X Syndrome , 2000, Cell.

[52]  D. Peabody,et al.  Recognition of diverse RNAs by a single protein structural framework. , 2002, Archives of biochemistry and biophysics.

[53]  D. Baker,et al.  A new hydrogen-bonding potential for the design of protein-RNA interactions predicts specific contacts and discriminates decoys. , 2004, Nucleic acids research.

[54]  P. Lasko The Drosophila melanogaster Genome: Translation Factors and RNA Binding Proteins , 2000 .

[55]  N. Go,et al.  Amino acid residue doublet propensity in the protein–RNA interface and its application to RNA interface prediction , 2006, Nucleic acids research.

[56]  Carles Pons,et al.  Pacific Symposium on Biocomputing 15:269-280(2010) STRUCTURAL PREDICTION OF PROTEIN-RNA INTERACTION BY COMPUTATIONAL DOCKING WITH PROPENSITY-BASED STATISTICAL POTENTIALS , 2022 .

[57]  Vasant G Honavar,et al.  Prediction of RNA binding sites in proteins from amino acid sequence. , 2006, RNA.

[58]  Kiheung Kim,et al.  Ko Kuei Chen: a pioneer of modern pharmacological research in China , 2022, Protein & cell.

[59]  Phillip D. Zamore,et al.  Modular Recognition of RNA by a Human Pumilio-Homology Domain , 2002, Cell.

[60]  T. Steitz,et al.  Structure of E. coli glutaminyl-tRNA synthetase complexed with tRNA(Gln) and ATP at 2.8 A resolution. , 1989, Science.

[61]  Yael Mandel-Gutfreund,et al.  Classifying RNA-Binding Proteins Based on Electrostatic Properties , 2008, PLoS Comput. Biol..

[62]  C. Burd,et al.  Conserved structures and diversity of functions of RNA-binding proteins. , 1994, Science.