Statistical Coupling Analysis-Guided Library Design for the Discovery of Mutant Luciferases

Biochemistry. 2018 Feb 6;57(5):663-671. doi: 10.1021/acs.biochem.7b01014. Epub 2017 Dec 28.

Abstract

Directed evolution has proven to be an invaluable tool for protein engineering; however, there is still a need for developing new approaches to continue to improve the efficiency and efficacy of these methods. Here, we demonstrate a new method for library design that applies a previously developed bioinformatic method, Statistical Coupling Analysis (SCA). SCA uses homologous enzymes to identify amino acid positions that are mutable and functionally important and engage in synergistic interactions between amino acids. We use SCA to guide a library of the protein luciferase and demonstrate that, in a single round of selection, we can identify luciferase mutants with several valuable properties. Specifically, we identify luciferase mutants that possess both red-shifted emission spectra and improved stability relative to those of the wild-type enzyme. We also identify luciferase mutants that possess a >50-fold change in specificity for modified luciferins. To understand the mutational origin of these improved mutants, we demonstrate the role of mutations at N229, S239, and G246 in altered function. These studies show that SCA can be used to guide library design and rapidly identify synergistic amino acid mutations from a small library.

Publication types

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

MeSH terms

  • Amino Acid Sequence
  • Amino Acid Substitution
  • Amino Acids / chemistry
  • Animals
  • Computational Biology / methods
  • Drug Design
  • Drug Discovery
  • Fireflies / enzymology
  • Fireflies / genetics*
  • Gene Library*
  • Genes, Insect*
  • Luciferases, Firefly / chemistry
  • Luciferases, Firefly / genetics*
  • Luciferases, Firefly / radiation effects
  • Models, Molecular
  • Mutation*
  • Protein Conformation
  • Protein Stability
  • Sequence Alignment
  • Sequence Homology, Amino Acid
  • Substrate Specificity

Substances

  • Amino Acids
  • luciferase, Photinus
  • Luciferases, Firefly