Biomolecules · 2019 · 16 citations · 40 references
EngineeringBiochemistryBioinformaticsBiocatalysisEnzymologyProtein EngineeringBiocatalyst DiscoveryEnzyme DiscoveryEnzyme EvolutionEnzyme FunctionEnzyme ScreeningProtein DesignCrystal Structure DeterminationEnzyme Library ConstructionEnzyme Library DesignEnzyme OptimizationHyperthermophilic MicroorganismsIsomerization ReactionsMetal Cofactor CoordinationMutant Libraries
catalyzes the reversible isomerization of glucose-6-phosphate to fructose-6-phosphate. We investigated PfPGI using protein-engineering bioinformatics tools to select functionally-important residues based on correlated mutation analyses. A pair of amino acids in the periphery of PfPGI was found to be the dominant co-evolving mutation. The position of these selected residues was found to be non-obvious to conventional protein engineering methods. We designed a small smart library of variants by substituting the co-evolved pair and screened their biochemical activity, which revealed their functional relevance. Four mutants were further selected from the library for purification, measurement of their specific activity, crystal structure determination, and metal cofactor coordination analysis. Though the mutant structures and metal cofactor coordination were strikingly similar, variations in their activity correlated with their fine-tuned dynamics and solvent access regulation. Alternative, small smart libraries for enzyme optimization are suggested by our approach, which is able to identify non-obvious yet beneficial mutations.
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<i>Phaser</i>crystallographic software
Airlie J. McCoy, Ralf W. Grosse‐Kunstleve, Paul D. Adams et al. · Journal of Applied Crystallography · 2007 · 20.9K citations · Full text
H++: a server for estimating pKas and adding missing hydrogens to macromolecules
John Gordon, Joseph B. Myers, T. Folta et al. · Nucleic Acids Research · 2005 · 1.8K citations · Full text