Science · 2015 · 212 citations · 29 references
Life SciencesBiologyMolecular BiologyGenomicsMolecular EvolutionProtein-protein InteractionsEpistasisFunctional GenomicsProtein Interface EvolutionProtein Sequence AnalysisProtein StructureProtein-protein Interaction AnalysisAmino Acid RecognitionAmino AcidsDegeneracyEpistasis In Protein EvolutionEpistasis In Protein InterfacesEpistatic Interaction AnalysisEscherichia ColiProtein-protein Interaction Evolution
Mapping protein sequence space is a difficult problem that necessitates the analysis of 20(N) combinations for sequences of length N. We systematically mapped the sequence space of four key residues in the Escherichia coli protein kinase PhoQ that drive recognition of its substrate PhoP. We generated a library containing all 160,000 variants of PhoQ at these positions and used a two-step selection coupled to next-generation sequencing to identify 1659 functional variants. Our results reveal extensive degeneracy in the PhoQ-PhoP interface and epistasis, with the effect of individual substitutions often highly dependent on context. Together, epistasis and the genetic code create a pattern of connectivity of functional variants in sequence space that likely constrains PhoQ evolution. Consequently, the diversity of PhoQ orthologs is substantially lower than that of functional PhoQ variants.
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Darwinian Evolution Can Follow Only Very Few Mutational Paths to Fitter Proteins
Daniel Weinreich, Nigel F. Delaney, Mark A. DePristo et al. · Science · 2006 · 1.5K citations
Deep mutational scanning: a new style of protein science
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Natural Selection and the Concept of a Protein Space
John Maynard Smith · Nature · 1970 · 971 citations