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Westley C, Fisk H, Xu Y, Hollywood KA, Carnell AJ, Micklefield J, Turner NJ, Goodacre R. Real-Time Monitoring of Enzyme-Catalysed Reactions using Deep UV Resonance Raman Spectroscopy. Chemistry 2017; 23:6983-6987. [PMID: 28370547 PMCID: PMC5488198 DOI: 10.1002/chem.201701388] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Indexed: 01/23/2023]
Abstract
For enzyme-catalysed biotransformations, continuous in situ detection methods minimise the need for sample manipulation, ultimately leading to more accurate real-time kinetic determinations of substrate(s) and product(s). We have established for the first time an on-line, real-time quantitative approach to monitor simultaneously multiple biotransformations based on UV resonance Raman (UVRR) spectroscopy. To exemplify the generality and versatility of this approach, multiple substrates and enzyme systems were used involving nitrile hydratase (NHase) and xanthine oxidase (XO), both of which are of industrial and biological significance, and incorporate multistep enzymatic conversions. Multivariate data analysis of the UVRR spectra, involving multivariate curve resolution-alternating least squares (MCR-ALS), was employed to effect absolute quantification of substrate(s) and product(s); repeated benchmarking of UVRR combined with MCR-ALS by HPLC confirmed excellent reproducibility.
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Affiliation(s)
- Chloe Westley
- School of Chemistry, Manchester Institute of BiotechnologyUniversity of Manchester131 Princess streetManchesterM1 7DNUK
| | - Heidi Fisk
- School of Chemistry, Manchester Institute of BiotechnologyUniversity of Manchester131 Princess streetManchesterM1 7DNUK
| | - Yun Xu
- School of Chemistry, Manchester Institute of BiotechnologyUniversity of Manchester131 Princess streetManchesterM1 7DNUK
| | - Katherine A. Hollywood
- School of Chemistry, Manchester Institute of BiotechnologyUniversity of Manchester131 Princess streetManchesterM1 7DNUK
| | | | - Jason Micklefield
- School of Chemistry, Manchester Institute of BiotechnologyUniversity of Manchester131 Princess streetManchesterM1 7DNUK
| | - Nicholas J. Turner
- School of Chemistry, Manchester Institute of BiotechnologyUniversity of Manchester131 Princess streetManchesterM1 7DNUK
| | - Royston Goodacre
- School of Chemistry, Manchester Institute of BiotechnologyUniversity of Manchester131 Princess streetManchesterM1 7DNUK
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Yan C, Parmeggiani F, Jones EA, Claude E, Hussain SA, Turner NJ, Flitsch SL, Barran PE. Real-Time Screening of Biocatalysts in Live Bacterial Colonies. J Am Chem Soc 2017; 139:1408-1411. [DOI: 10.1021/jacs.6b12165] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Cunyu Yan
- Manchester
Synthetic Biology Research Centre for Fine and Speciality Chemicals
(SYNBIOCHEM), Manchester Institute of Biotechnology, School of Chemistry, The University of Manchester, 131 Princess Street, M1 7DN, Manchester, United Kingdom
| | - Fabio Parmeggiani
- Manchester
Synthetic Biology Research Centre for Fine and Speciality Chemicals
(SYNBIOCHEM), Manchester Institute of Biotechnology, School of Chemistry, The University of Manchester, 131 Princess Street, M1 7DN, Manchester, United Kingdom
| | - Emrys A. Jones
- Waters Corp., Stamford
Avenue, Altrincham Road, SK9 4AX, Wilmslow, United Kingdom
| | - Emmanuelle Claude
- Waters Corp., Stamford
Avenue, Altrincham Road, SK9 4AX, Wilmslow, United Kingdom
| | - Shaneela A. Hussain
- Manchester
Synthetic Biology Research Centre for Fine and Speciality Chemicals
(SYNBIOCHEM), Manchester Institute of Biotechnology, School of Chemistry, The University of Manchester, 131 Princess Street, M1 7DN, Manchester, United Kingdom
| | - Nicholas J. Turner
- Manchester
Synthetic Biology Research Centre for Fine and Speciality Chemicals
(SYNBIOCHEM), Manchester Institute of Biotechnology, School of Chemistry, The University of Manchester, 131 Princess Street, M1 7DN, Manchester, United Kingdom
| | - Sabine L. Flitsch
- Manchester
Synthetic Biology Research Centre for Fine and Speciality Chemicals
(SYNBIOCHEM), Manchester Institute of Biotechnology, School of Chemistry, The University of Manchester, 131 Princess Street, M1 7DN, Manchester, United Kingdom
| | - Perdita E. Barran
- Manchester
Synthetic Biology Research Centre for Fine and Speciality Chemicals
(SYNBIOCHEM), Manchester Institute of Biotechnology, School of Chemistry, The University of Manchester, 131 Princess Street, M1 7DN, Manchester, United Kingdom
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Médici R, de María PD, Otten LG, Straathof AJJ. A High-Throughput Screening Assay for Amino Acid Decarboxylase Activity. Adv Synth Catal 2011. [DOI: 10.1002/adsc.201100386] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Abstract
The coming of age of whole‐cell biosensors, combined with the continuing advances in array technologies, has prepared the ground for the next step in the evolution of both disciplines – the whole‐cell array. In the present review, we highlight the state‐of‐the‐art in the different disciplines essential for a functional bacterial array. These include the genetic engineering of the biological components, their immobilization in different polymers, technologies for live cell deposition and patterning on different types of solid surfaces, and cellular viability maintenance. Also reviewed are the types of signals emitted by the reporter cell arrays, some of the transduction methodologies for reading these signals and the mathematical approaches proposed for their analysis. Finally, we review some of the potential applications for bacterial cell arrays, and list the future needs for their maturation: a richer arsenal of high‐performance reporter strains, better methodologies for their incorporation into hardware platforms, design of appropriate detection circuits, the continuing development of dedicated algorithms for multiplex signal analysis and – most importantly – enhanced long‐term maintenance of viability and activity on the fabricated biochips.
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Affiliation(s)
- Tal Elad
- Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 91904, Israel
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Abstract
Enantiopure sulfoxides are prevalent in drugs and are useful chiral auxiliaries in organic synthesis. The biocatalytic enantioselective oxidation of prochiral sulfides is a direct and economical approach for the synthesis of optically pure sulfoxides. The selection of suitable biocatalysts requires rapid and reliable high-throughput screening methods. Here we present four different methods for detecting sulfoxides produced via whole-cell biocatalysis, three of which were exploited for high-throughput screening. Fluorescence detection based on the acid activation of omeprazole was utilized for high-throughput screening of mutant libraries of toluene monooxygenases, but no active variants have been discovered yet. The second method is based on the reduction of sulfoxides to sulfides, with the coupled release and measurement of iodine. The availability of solvent-resistant microtiter plates enabled us to modify the method to a high-throughput format. The third method, selective inhibition of horse liver alcohol dehydrogenase, was used to rapidly screen highly active and/or enantioselective variants at position V106 of toluene ortho-monooxygenase in a saturation mutagenesis library, using methyl-p-tolyl sulfide as the substrate. A success rate of 89% (i.e., 11% false positives) was obtained, and two new mutants were selected. The fourth method is based on the colorimetric detection of adrenochrome, a back-titration procedure which measures the concentration of the periodate-sensitive sulfide. Due to low sensitivity during whole-cell screening, this method was found to be useful only for determining the presence or absence of sulfoxide in the reaction. The methods described in the present work are simple and inexpensive and do not require special equipment.
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Walser M, Leibundgut RM, Pellaux R, Panke S, Held M. Isolation of monoclonal microcarriers colonized by fluorescent E. coli. Cytometry A 2008; 73:788-98. [PMID: 18561199 DOI: 10.1002/cyto.a.20597] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Microencapsulation gains increasing importance for processing of bacterial libraries and especially in high-throughput (HT) environments where >10(6) samples per day are studied. As a rule, a one-to-one relationship between an individual cell and analytical results is of key importance. Ideally, each microcarrier would therefore contain exactly one cell or colony. However, synthesis of larger numbers of capsules containing exactly one cell is not feasible as cells are randomly distributed during carrier-production. The dilemma is that high dilution conditions will yield a satisfactory degree of monoclonality, but also a very large fraction of empty compartments, whereas distribution under low dilution generates unacceptable numbers of polyclonal compartments for whose removal no satisfactory technologies exist. Hydrogel carriers with a volume of 35 nL were used as growth compartments for individual microbial colonies. E. coli cells expressing green fluorescent protein (GFP) were encapsulated at low dilution thereby intentionally producing a considerable amount of polyclonal microcarrieres. Empty and polyclonal microcarriers were then removed from the desired monoclonal fraction by a COPAS Plus particle analyzer. The results were compared with model predictions in order to investigate possible limitations in the analysis and sorting of monoclonal microcarriers by COPAS. Fluorescent E. coli cells (GFP) distributed randomly throughout the microcarrier population. Cells were successfully propagated to colonies in the microcarriers and enriched to 95% monoclonality by a COAPS sorter. Enrichment-efficiency was found to mainly depend on the colony diameter. With increasing colony size two contrary effects were observed: First, improved sorting efficiency due to increased fluorescence intensity and therefore higher detection efficiency, and second, deterioration of sorting efficiency due to occlusion occurring in polyclonal carriers. The combination of microencapsulation under low dilution conditions followed by HT sorting procedures is an efficient way for isolating larger amount of monoclonal carriers from bacterial libraries while concomitantly keeping the amounts of empty carriers at a moderate level.
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Affiliation(s)
- Marcel Walser
- ETH Zurich, Institute of Process Engineering, BioProcess Laboratory, Universitätsstr. 6/CAB H88, CH-8092 Zurich, Switzerland
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