Efficient molecular evolution to generate enantioselective enzymes using a dual-channel microfluidic droplet screening platform

Directed evolution has long been a key strategy to generate enzymes with desired properties like high selectivity, but experimental barriers and analytical costs of screening enormous mutant libraries have limited such efforts. Here, we describe an ultrahigh-throughput dual-channel microfluidic droplet screening system that can be used to screen up to ~107 enzyme variants per day. As an example case, we use the system to engineer the enantioselectivity of an esterase to preferentially produce desired enantiomers of profens, an important class of anti-inflammatory drugs. Using two types of screening working modes over the course of five rounds of directed evolution, we identify (from among 5 million mutants) a variant with 700-fold improved enantioselectivity for the desired (S)-profens. We thus demonstrate that this screening platform can be used to rapidly generate enzymes with desired enzymatic properties like enantiospecificity, chemospecificity, and regiospecificity.Optimizing an enzyme usually requires testing thousands of variants, thus consuming large amounts of material and time. Here, the authors present a method that allows for measuring two different activities of the same enzyme simultaneously instead of doing two consecutive rounds of screening.

[1]  T Y Shen,et al.  Perspectives in nonsteroidal anti-inflammatory agents. , 1972, Angewandte Chemie.

[2]  G. Ciccotti,et al.  Numerical Integration of the Cartesian Equations of Motion of a System with Constraints: Molecular Dynamics of n-Alkanes , 1977 .

[3]  W. L. Jorgensen,et al.  Comparison of simple potential functions for simulating liquid water , 1983 .

[4]  P E Brodelius Enzyme assays. , 1991, Current opinion in biotechnology.

[5]  P. Kollman,et al.  Settle: An analytical version of the SHAKE and RATTLE algorithm for rigid water models , 1992 .

[6]  Manfred T. Reetz,et al.  Creation of Enantioselective Biocatalysts for Organic Chemistry by In Vitro Evolution , 1997 .

[7]  F. Arnold Design by Directed Evolution , 1998 .

[8]  M. Nardini,et al.  Directed evolution of an enantioselective lipase. , 2000, Chemistry & biology.

[9]  M. Reetz Application of directed evolution in the development of enantioselective enzymes , 2000 .

[10]  G. Manco,et al.  The crystal structure of a hyper-thermophilic carboxylesterase from the archaeon Archaeoglobus fulgidus. , 2001, Journal of molecular biology.

[11]  G. Beck Synthesis of Chiral Drug Substances , 2002 .

[12]  Jean-Louis Reymond,et al.  Recent advances in enzyme assays. , 2004, Trends in biotechnology.

[13]  A. Mustranta Use of lipases in the resolution of racemic ibuprofen , 1992, Applied Microbiology and Biotechnology.

[14]  Holger Gohlke,et al.  The Amber biomolecular simulation programs , 2005, J. Comput. Chem..

[15]  Amir Aharoni,et al.  High-throughput screening methodology for the directed evolution of glycosyltransferases , 2006, Nature Methods.

[16]  D. Weitz,et al.  Fluorescence-activated droplet sorting (FADS): efficient microfluidic cell sorting based on enzymatic activity. , 2009, Lab on a chip.

[17]  Manfred T Reetz,et al.  Directed evolution of enantioselective enzymes: an unconventional approach to asymmetric catalysis in organic chemistry. , 2009, The Journal of organic chemistry.

[18]  David S. Goodsell,et al.  AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility , 2009, J. Comput. Chem..

[19]  Linda G. Otten,et al.  Enzyme engineering for enantioselectivity: from trial-and-error to rational design? , 2010, Trends in biotechnology.

[20]  S. Withers,et al.  Fluorescence activated cell sorting as a general ultra-high-throughput screening method for directed evolution of glycosyltransferases. , 2010, Journal of the American Chemical Society.

[21]  A. Abate,et al.  Ultrahigh-throughput screening in drop-based microfluidics for directed evolution , 2010, Proceedings of the National Academy of Sciences.

[22]  J. Bäckvall,et al.  Combinatorial reshaping of the Candida antarctica lipase A substrate pocket for enantioselectivity using an extremely condensed library , 2011, Proceedings of the National Academy of Sciences.

[23]  Fabienne Courtois,et al.  Picoliter cell lysate assays in microfluidic droplet compartments for directed enzyme evolution. , 2012, Chemistry & biology.

[24]  Manfred T Reetz,et al.  Laboratory evolution of enantiocomplementary Candida antarctica lipase B mutants with broad substrate scope. , 2013, Journal of the American Chemical Society.

[25]  Jian-hui Jiang,et al.  Double strand DNA-templated copper nanoparticle as a novel fluorescence indicator for label-free detection of polynucleotide kinase activity. , 2013, Biosensors & bioelectronics.

[26]  Manfred T Reetz,et al.  Directed evolution of stereoselective enzymes based on genetic selection as opposed to screening systems. , 2014, Journal of biotechnology.

[27]  Guangyu Yang,et al.  An Improved Single Cell Ultrahigh Throughput Screening Method Based on In Vitro Compartmentalization , 2014, PloS one.

[28]  J. Nielsen,et al.  High-throughput screening for industrial enzyme production hosts by droplet microfluidics. , 2014, Lab on a chip.

[29]  Martin Fischlechner,et al.  One in a Million: Flow Cytometric Sorting of Single Cell-Lysate Assays in Monodisperse Picolitre Double Emulsion Droplets for Directed Evolution , 2014, Analytical chemistry.

[30]  Yolanda Schaerli,et al.  Evolution of enzyme catalysts caged in biomimetic gel-shell beads. , 2014, Nature chemistry.

[31]  T. Nagano,et al.  Development of a highly sensitive, high-throughput assay for glycosyltransferases using enzyme-coupled fluorescence detection. , 2014, Analytical biochemistry.

[32]  A. Griffiths,et al.  Droplet-based microfluidics platform for ultra-high-throughput bioprospecting of cellulolytic microorganisms. , 2014, Chemistry and Biology.

[33]  S. Shoji,et al.  Droplet-based microfluidics for high-throughput screening of a metagenomic library for isolation of microbial enzymes. , 2015, Biosensors & bioelectronics.

[34]  B. Hallström,et al.  Microfluidic screening and whole-genome sequencing identifies mutations associated with improved protein secretion by yeast , 2015, Proceedings of the National Academy of Sciences.

[35]  Huimin Zhao,et al.  High Throughput Screening and Selection Methods for Directed Enzyme Evolution , 2014, Industrial & engineering chemistry research.

[36]  Julia Frunzke,et al.  Transcription factor-based biosensors in biotechnology: current state and future prospects , 2015, Applied Microbiology and Biotechnology.

[37]  Andrew D Griffiths,et al.  Using droplet-based microfluidics to improve the catalytic properties of RNA under multiple-turnover conditions , 2015, RNA.

[38]  Huimin Zhao,et al.  Improving and repurposing biocatalysts via directed evolution. , 2015, Current opinion in chemical biology.

[39]  F. Hollfelder,et al.  Ultrahigh-throughput discovery of promiscuous enzymes by picodroplet functional metagenomics , 2015, Nature Communications.

[40]  Scott F. Hickey,et al.  In Vitro and In Vivo Enzyme Activity Screening via RNA-Based Fluorescent Biosensors for S-Adenosyl-l-homocysteine (SAH). , 2016, Journal of the American Chemical Society.

[41]  A. Hatch,et al.  A general strategy for expanding polymerase function by droplet microfluidics , 2016, Nature Communications.

[42]  K. Rurack,et al.  Optical pH Sensor Covering the Range from pH 0-14 Compatible with Mobile-Device Readout and Based on a Set of Rationally Designed Indicator Dyes. , 2017, Analytical chemistry.

[43]  Alexis Autour,et al.  Ultrahigh-Throughput Improvement and Discovery of Enzymes Using Droplet-Based Microfluidic Screening , 2017, Micromachines.

[44]  Moritz Pott,et al.  Efficient laboratory evolution of computationally designed enzymes with low starting activities using fluorescence-activated droplet sorting. , 2017, Protein engineering, design & selection : PEDS.

[45]  Jennifer R Cochran,et al.  High-throughput screening technologies for enzyme engineering. , 2017, Current opinion in biotechnology.

[46]  Manfred T. Reetz,et al.  Recent Advances in Directed Evolution of Stereoselective Enzymes , 2017 .