Literature DB >> 31738524

High-Throughput, Lysis-Free Screening for Sulfatase Activity Using Escherichia coli Autodisplay in Microdroplets.

Bert van Loo1, Magdalena Heberlein1,2, Philip Mair2, Anastasia Zinchenko2, Jan Schüürmann3, Bernard D G Eenink1, Josephin M Holstein2, Carina Dilkaute3, Joachim Jose3, Florian Hollfelder2, Erich Bornberg-Bauer1.   

Abstract

Directed evolution of enzymes toward improved catalytic performance has become a powerful tool in protein engineering. To be effective, a directed evolution campaign requires the use of high-throughput screening. In this study we describe the development of an ultra high-throughput lysis-free procedure to screen for improved sulfatase activity by combining microdroplet-based single-variant activity sorting with E. coli autodisplay. For the first step in a 4-step screening procedure, we quantitatively screened >105 variants of the homodimeric arylsulfatase from Silicibacter pomeroyi (SpAS1), displayed on the E. coli cell surface, for improved sulfatase activity using fluorescence activated droplet sorting. Compartmentalization of the fluorescent reaction product with living E. coli cells autodisplaying the sulfatase variants ensured the continuous linkage of genotype and phenotype during droplet sorting and allowed for direct recovery by simple regrowth of the sorted cells. The use of autodisplay on living cells simplified and reduced the degree of liquid handling during all steps in the screening procedure to the single event of simply mixing substrate and cells. The percentage of apparent improved variants was enriched >10-fold as a result of droplet sorting. We ultimately identified 25 SpAS1 variants with improved performance toward 4-nitrophenyl sulfate (up to 6.2-fold) and/or fluorescein disulfate (up to 30-fold). In SpAS1 variants with improved performance toward the bulky fluorescein disulfate, many of the beneficial mutations occur in residues that form hydrogen bonds between α-helices in the C-terminal oligomerization region, suggesting a previously unknown role for the dimer interface in shaping the substrate binding site of SpAS1.

Entities:  

Keywords:  E. coli surface display; arylsulfatase; directed evolution; high-throughput screening; microdroplets

Year:  2019        PMID: 31738524     DOI: 10.1021/acssynbio.9b00274

Source DB:  PubMed          Journal:  ACS Synth Biol        ISSN: 2161-5063            Impact factor:   5.110


  6 in total

1.  Ancestral sequences of a large promiscuous enzyme family correspond to bridges in sequence space in a network representation.

Authors:  Patrick C F Buchholz; Bert van Loo; Bernard D G Eenink; Erich Bornberg-Bauer; Jürgen Pleiss
Journal:  J R Soc Interface       Date:  2021-11-03       Impact factor: 4.118

2.  "NAD-display": Ultrahigh-Throughput in Vitro Screening of NAD(H) Dehydrogenases Using Bead Display and Flow Cytometry.

Authors:  Laurens Lindenburg; Florian Hollfelder
Journal:  Angew Chem Int Ed Engl       Date:  2021-03-08       Impact factor: 15.336

3.  Purification, Characterization, and Structural Studies of a Sulfatase from Pedobacter yulinensis.

Authors:  Caleb R Schlachter; Andrea O'Malley; Linda L Grimes; John J Tomashek; Maksymilian Chruszcz; L Andrew Lee
Journal:  Molecules       Date:  2021-12-24       Impact factor: 4.411

Review 4.  Directed Evolution in Drops: Molecular Aspects and Applications.

Authors:  Aitor Manteca; Alejandra Gadea; David Van Assche; Pauline Cossard; Mélanie Gillard-Bocquet; Thomas Beneyton; C Axel Innis; Jean-Christophe Baret
Journal:  ACS Synth Biol       Date:  2021-10-22       Impact factor: 5.110

Review 5.  Recent trends in biocatalysis.

Authors:  Dong Yi; Thomas Bayer; Christoffel P S Badenhorst; Shuke Wu; Mark Doerr; Matthias Höhne; Uwe T Bornscheuer
Journal:  Chem Soc Rev       Date:  2021-06-18       Impact factor: 60.615

6.  A Titratable Cell Lysis-on-Demand System for Droplet-Compartmentalized Ultrahigh-Throughput Screening in Functional Metagenomics and Directed Evolution.

Authors:  Che Fai Alex Wong; Liisa van Vliet; Swapnil Vilas Bhujbal; Chengzhi Guo; Marit Sletmoen; Bjørn Torger Stokke; Florian Hollfelder; Rahmi Lale
Journal:  ACS Synth Biol       Date:  2021-07-14       Impact factor: 5.110

  6 in total

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