Facile interrogation of high-order epistasis between distal sites using next-generation sequencing
July 14-18, 2019
Deep mutational scanning (DMS) combines next-generation sequencing and protein engineering to construct sequence-function landscapes and rapidly identify fitness optima. Practical use of these landscapes requires identification of all mutations in each protein variant due to the potential effects of epistasis, the interdependence between residues resulting in non-additive phenotypes. This phenomenon plays an important role in protein evolution and is often a necessary step along the path towards protein fitness optima. However, current methods to assign distal mutations to their corresponding gene are work-intensive, costly, and introduce potential sources of error. To overcome these limitations, we introduce a method compatible with DMS that matches distal mutations to their corresponding gene without additional experimental steps. Using this approach to screen ~2,000,000 unique protein variants, we engineer a human G protein-coupled receptor with a 15-fold improvement in ligand binding affinity and observe prevalent epistasis between distal residues within the ligand binding pocket. Compared to variants containing only proximal substitutions, those harboring missense mutations in distal sites demonstrate significantly greater functional activity in our screen. This method can be applied immediately to all experiments using Illumina next-generation sequencing and provides a facile approach to illuminate complex mechanisms underlying key protein functions.
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Justin I. Yoo, Patrick Daugherty, and Michelle O’Malley, "Facile interrogation of high-order epistasis between distal sites using next-generation sequencing" in "Biochemical and Molecular Engineering XXI", Christina Chan, Michigan State University, USA Mattheos Koffas, RPI, USA Steffen Schaffer, Evonik Industries, Germany Rashmi Kshirsagar, Biogen, USA Eds, ECI Symposium Series, (2019). https://dc.engconfintl.org/biochem_xxi/34