Global pairwise RNA interaction landscapes reveal core features of protein recognition

Nat Commun. 2018 Jun 28;9(1):2511. doi: 10.1038/s41467-018-04729-0.

Abstract

RNA-protein interactions permeate biology. Transcription, translation, and splicing all hinge on the recognition of structured RNA elements by RNA-binding proteins. Models of RNA-protein interactions are generally limited to short linear motifs and structures because of the vast sequence sampling required to access longer elements. Here, we develop an integrated approach that calculates global pairwise interaction scores from in vitro selection and high-throughput sequencing. We examine four RNA-binding proteins of phage, viral, and human origin. Our approach reveals regulatory motifs, discriminates between regulated and non-regulated RNAs within their native genomic context, and correctly predicts the consequence of mutational events on binding activity. We design binding elements that improve binding activity in cells and infer mutational pathways that reveal permissive versus disruptive evolutionary trajectories between regulated motifs. These coupling landscapes are broadly applicable for the discovery and characterization of protein-RNA recognition at single nucleotide resolution.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acid Sequence
  • Bacteriophage lambda / chemistry
  • Binding Sites
  • Cloning, Molecular
  • Escherichia coli / genetics
  • Escherichia coli / metabolism
  • Gene Expression
  • Gene Products, tat / chemistry*
  • Gene Products, tat / genetics
  • Gene Products, tat / metabolism
  • Genetic Vectors / chemistry
  • Genetic Vectors / metabolism
  • High-Throughput Nucleotide Sequencing
  • Humans
  • Immunodeficiency Virus, Bovine / chemistry
  • Models, Molecular
  • Nucleic Acid Conformation
  • Protein Binding
  • Protein Structure, Secondary
  • RNA / chemistry*
  • RNA / genetics
  • RNA / metabolism
  • RNA Nucleotidyltransferases / chemistry*
  • RNA Nucleotidyltransferases / genetics
  • RNA Nucleotidyltransferases / metabolism
  • RNA-Binding Proteins / chemistry*
  • RNA-Binding Proteins / genetics
  • RNA-Binding Proteins / metabolism
  • Recombinant Proteins / chemistry
  • Recombinant Proteins / genetics
  • Recombinant Proteins / metabolism
  • Sequence Analysis, RNA
  • Viral Regulatory and Accessory Proteins / chemistry*
  • Viral Regulatory and Accessory Proteins / genetics
  • Viral Regulatory and Accessory Proteins / metabolism

Substances

  • Gene Products, tat
  • N protein, Bacteriophage lambda
  • RNA-Binding Proteins
  • Recombinant Proteins
  • Viral Regulatory and Accessory Proteins
  • RNA
  • RNA Nucleotidyltransferases
  • TUT7 protein, human