Literature DB >> 31868984

Mass Activated Droplet Sorting (MADS) Enables High-Throughput Screening of Enzymatic Reactions at Nanoliter Scale.

Daniel A Holland-Moritz1, Michael K Wismer2, Benjamin F Mann3, Iman Farasat4, Paul Devine3, Erik D Guetschow3, Ian Mangion3, Christopher J Welch5, Jeffrey C Moore3, Shuwen Sun3, Robert T Kennedy1.   

Abstract

Microfluidic droplet sorting enables the high-throughput screening and selection of water-in-oil microreactors at speeds and volumes unparalleled by traditional well-plate approaches. Most such systems sort using fluorescent reporters on modified substrates or reactions that are rarely industrially relevant. We describe a microfluidic system for high-throughput sorting of nanoliter droplets based on direct detection using electrospray ionization mass spectrometry (ESI-MS). Droplets are split, one portion is analyzed by ESI-MS, and the second portion is sorted based on the MS result. Throughput of 0.7 samples s-1 is achieved with 98 % accuracy using a self-correcting and adaptive sorting algorithm. We use the system to screen ≈15 000 samples in 6 h and demonstrate its utility by sorting 25 nL droplets containing transaminase expressed in vitro. Label-free ESI-MS droplet screening expands the toolbox for droplet detection and recovery, improving the applicability of droplet sorting to protein engineering, drug discovery, and diagnostic workflows.
© 2019 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim.

Keywords:  biocatalysis; droplet microfluidics; high-throughput screening; mass spectrometry; microreactors

Year:  2020        PMID: 31868984     DOI: 10.1002/anie.201913203

Source DB:  PubMed          Journal:  Angew Chem Int Ed Engl        ISSN: 1433-7851            Impact factor:   15.336


  17 in total

1.  Synthetic DNA Libraries for Protein Engineering Toward Process Improvement in Drug Synthesis.

Authors:  Michele Tavanti
Journal:  Methods Mol Biol       Date:  2022

Review 2.  Active Flow Control and Dynamic Analysis in Droplet Microfluidics.

Authors:  Nan Shi; Md Mohibullah; Christopher J Easley
Journal:  Annu Rev Anal Chem (Palo Alto Calif)       Date:  2021-07-27       Impact factor: 12.400

3.  Ultrahigh-Throughput Detection of Enzymatic Alcohol Dehydrogenase Activity in Microfluidic Droplets with a Direct Fluorogenic Assay.

Authors:  Miriam Klaus; Paul Jannis Zurek; Tomasz S Kaminski; Ahir Pushpanath; Katharina Neufeld; Florian Hollfelder
Journal:  Chembiochem       Date:  2021-10-13       Impact factor: 3.461

4.  Adapting a Low-Cost and Open-Source Commercial Pipetting Robot for Nanoliter Liquid Handling.

Authors:  E Enoch A W Councill; Nathanial B Axtell; Thy Truong; Yiran Liang; Adam L Aposhian; Kei G I Webber; Ying Zhu; Yongzheng Cong; Richard H Carson; Ryan T Kelly
Journal:  SLAS Technol       Date:  2020-11-19       Impact factor: 2.813

5.  Cell-free Directed Evolution of a Protease in Microdroplets at Ultrahigh Throughput.

Authors:  Josephin M Holstein; Christian Gylstorff; Florian Hollfelder
Journal:  ACS Synth Biol       Date:  2021-01-27       Impact factor: 5.110

6.  Two-photon fluorescence lifetime for label-free microfluidic droplet sorting.

Authors:  Sadat Hasan; Maximilian E Blaha; Sebastian K Piendl; Anish Das; David Geissler; Detlev Belder
Journal:  Anal Bioanal Chem       Date:  2021-11-18       Impact factor: 4.142

Review 7.  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

8.  Two-Phase Biocatalysis in Microfluidic Droplets.

Authors:  Lanting Xiang; Felix Kaspar; Anett Schallmey; Iordania Constantinou
Journal:  Biosensors (Basel)       Date:  2021-10-21

Review 9.  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

Review 10.  Droplet Microfluidics and Directed Evolution of Enzymes: An Intertwined Journey.

Authors:  Ariane Stucki; Jaicy Vallapurackal; Thomas R Ward; Petra S Dittrich
Journal:  Angew Chem Int Ed Engl       Date:  2021-07-16       Impact factor: 15.336

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