Using singular value decomposition to characterize protein-protein interactions by in-cell NMR spectroscopy

Chembiochem. 2014 May 5;15(7):929-33. doi: 10.1002/cbic.201400030. Epub 2014 Apr 1.

Abstract

Distinct differences between how model proteins interact in-cell and in vitro suggest that the cytosol might have a profound effect in modulating protein-protein and/or protein-ligand interactions that are not observed in vitro. Analyses of in-cell NMR spectra of target proteins interacting with physiological partners are further complicated by low signal-to-noise ratios, and the long overexpression times used in protein-protein interaction studies may lead to changes in the in-cell spectra over the course of the experiment. To unambiguously resolve the principal binding mode between two interacting species against the dynamic cellular background, we analyzed in-cell spectral data of a target protein over the time course of overexpression of its interacting partner by using single-value decomposition (SVD). SVD differentiates between concentration-dependent and concentration-independent events and identifies the principal binding mode between the two species. The analysis implicates a set of amino acids involved in the specific interaction that differs from previous NMR analyses but is in good agreement with crystallographic data.

Keywords: NMR spectroscopy; protein-protein interactions; single-cell measurements; single-value decomposition; statistical analysis.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Adenosine Triphosphatases / chemistry
  • Adenosine Triphosphatases / metabolism
  • Amino Acid Sequence
  • Bacterial Proteins / chemistry
  • Bacterial Proteins / metabolism
  • Molecular Sequence Data
  • Mycobacterium tuberculosis / metabolism
  • Nuclear Magnetic Resonance, Biomolecular*
  • Protein Interaction Domains and Motifs
  • Protein Structure, Secondary
  • Protein Structure, Tertiary
  • Proteins / chemistry*
  • Proteins / metabolism
  • Sequence Alignment
  • Ubiquitins / chemistry
  • Ubiquitins / metabolism

Substances

  • Bacterial Proteins
  • Proteins
  • Pup protein, Mycobacterium tuberculosis
  • Ubiquitins
  • Adenosine Triphosphatases
  • Mpa protein, Mycobacterium tuberculosis