@article{f8ce169ebe634e6a908e2c93d30876de,
title = "Rapid Screening of Diverse Biotransformations for Enzyme Evolution",
abstract = "The lack of label-free high-throughput screening technologies presents a major bottleneck in the identification of active and selective biocatalysts, with the number of variants often exceeding the capacity of traditional analytical platforms to assess their activity in a practical time scale. Here, we show the application of direct infusion of biotransformations to the mass spectrometer (DiBT-MS) screening to a variety of enzymes, in different formats, achieving sample throughputs equivalent to ∼40 s per sample. The heat map output allows rapid selection of active enzymes within 96-well plates facilitating identification of industrially relevant biocatalysts. This DiBT-MS screening workflow has been applied to the directed evolution of a phenylalanine ammonia lyase (PAL) as a case study, enhancing its activity toward electron-rich cinnamic acid derivatives which are relevant to lignocellulosic biomass degradation. Additional benefits of the screening platform include the discovery of biocatalysts (kinases, imine reductases) with novel activities and the incorporation of ion mobility technology for the identification of product hits with increased confidence.",
keywords = "biocatalysis, biotransformation, desorption electrospray ionization, enzyme evolution, high-throughput screening, mass spectrometry",
author = "Kempa, {Emily E.} and Galman, {James L.} and Fabio Parmeggiani and Marshall, {James R.} and Julien Malassis and Fontenelle, {Clement Q.} and Vendeville, {Jean Baptiste} and Bruno Linclau and Charnock, {Simon J.} and Flitsch, {Sabine L.} and Turner, {Nicholas J.} and Barran, {Perdita E.}",
note = "Funding Information: The authors would like to acknowledge research staff within the Manchester Institute of Biotechnology for their assistance and useful suggestions whilst undertaking this work: Joanne L. Porter, Nicholas J. Weise, Cunyu Yan, Chris J. Gray, Neil Dixon, and Lukasz G. Migas. Particular thanks go to Emrys Jones of Waters Corporation for technical assistance with the DESI-MS instrumentation and to the SYNBIOCHEM centre for allowing us to use it for this work. We would also like to thank James D. Finnigan of Prozomix Ltd. for deposition of the AL-11 sequence in GenBank. This work would not have been possible without funding made available from the Biotechnology and Biological Sciences Research Council (BBSRC) (BB/M017702/1, BB/M011208/1, BBSRC-FAPESP grant BB/P01738X/1, IBCarb BB/L013762/1, BB/M027791/1, BB/M02903411, BB/M029034/1, BB/M028836/1) and the European Research Council (ERC) (788231-ProgrES-ERC-2017-ADG). Publisher Copyright: {\textcopyright} 2021 American Chemical Society. All rights reserved.",
year = "2021",
month = apr,
day = "26",
doi = "10.1021/jacsau.1c00027",
language = "English",
volume = "1",
pages = "508--516",
journal = "JACS Au",
issn = "2691-3704",
publisher = "American Chemical Society",
number = "4",
}