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Gioiello A, Piccinno A, Lozza AM, Cerra B. The Medicinal Chemistry in the Era of Machines and Automation: Recent Advances in Continuous Flow Technology. J Med Chem 2020; 63:6624-6647. [PMID: 32049517 PMCID: PMC7997576 DOI: 10.1021/acs.jmedchem.9b01956] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
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Medicinal
chemistry plays a fundamental and underlying role in
chemical biology, pharmacology, and medicine to discover safe and
efficacious drugs. Small molecule medicinal chemistry relies on iterative
learning cycles composed of compound design, synthesis, testing, and
data analysis to provide new chemical probes and lead compounds for
novel and druggable targets. Using traditional approaches, the time
from hypothesis to obtaining the results can be protracted, thus limiting
the number of compounds that can be advanced into clinical studies.
This challenge can be tackled with the recourse of enabling technologies
that are showing great potential in improving the drug discovery process.
In this Perspective, we highlight recent developments toward innovative
medicinal chemistry strategies based on continuous flow systems coupled
with automation and bioassays. After a discussion of the aims and
concepts, we describe equipment and representative examples of automated
flow systems and end-to-end prototypes realized to expedite medicinal
chemistry discovery cycles.
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Affiliation(s)
- Antimo Gioiello
- Laboratory of Medicinal and Advanced Synthetic Chemistry (Lab MASC), Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
| | - Alessandro Piccinno
- Laboratory of Medicinal and Advanced Synthetic Chemistry (Lab MASC), Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
| | - Anna Maria Lozza
- Laboratory of Medicinal and Advanced Synthetic Chemistry (Lab MASC), Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
| | - Bruno Cerra
- Laboratory of Medicinal and Advanced Synthetic Chemistry (Lab MASC), Department of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
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Burkhardt T, Kaufmann CM, Letzel T, Grassmann J. Enzymatic Assays Coupled with Mass Spectrometry with or without Embedded Liquid Chromatography. Chembiochem 2015; 16:1985-92. [DOI: 10.1002/cbic.201500325] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Indexed: 12/20/2022]
Affiliation(s)
- Therese Burkhardt
- Chair of Urban Water Systems Engineering; Technical University of Munich (TUM); Am Coulombwall 85748 Garching Germany
| | - Christine M. Kaufmann
- Chair of Urban Water Systems Engineering; Technical University of Munich (TUM); Am Coulombwall 85748 Garching Germany
| | - Thomas Letzel
- Chair of Urban Water Systems Engineering; Technical University of Munich (TUM); Am Coulombwall 85748 Garching Germany
| | - Johanna Grassmann
- Chair of Urban Water Systems Engineering; Technical University of Munich (TUM); Am Coulombwall 85748 Garching Germany
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Mirończuk AM, Krasowska A, Murzyn A, Płachetka M, Lukaszewicz M. Production of the Bacillus licheniformis SubC protease using Lactococcus lactis NICE expression system. SPRINGERPLUS 2012; 1:54. [PMID: 23961373 PMCID: PMC3725919 DOI: 10.1186/2193-1801-1-54] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Accepted: 11/08/2012] [Indexed: 11/10/2022]
Abstract
In this work the subC gene from Bacillus licheniformis encoding subtilisin was cloned into the nisin-controlled expression (NICE) vectors (pNZ8048 and pNZ8148) with or without the signal peptide SP Usp45 directing extracellular secretion via Sec machinery. Extracellular protease production and activity was tested using Lactococcus lactis NZ9000 as host, which could be used for rennet production. The efficiency of protein production was tested using purified nisin and the supernatant of L. lactis NZ970 nisin producer. Similar results were obtained for 1 ng/ml nisin and 10 000 diluted supernatant. SP Usp45 signal peptide effectively directed extracellular localization of active and stable protease. SubC signal for extracellular localization in B. licheniformis, was also recognized by L. lactis Sec pathway, although with lower efficiency, as shown by a 3-fold lower protease activity in the medium. Protease production and activity was optimized using parameters such as induction time, nutrients (glucose, casitone) supplementation during growth or protease stabilization by calcium ions. The results were also verified in fed-batch bioreactor for further scale-up of the expression system.
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Affiliation(s)
- Aleksandra M Mirończuk
- Department of Biotechnology and Food Microbiology, Wrocław University of Environmental and Life Sciences, Chełmońskiego 37/41, Wrocław, 51-630 Poland ; Department of Biotransformation, Faculty of Biotechnology, University of Wroclaw, Przybyszewskiego 63-77, Wroclaw, 51-148 Poland
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Development of on-line high performance liquid chromatography (HPLC)-biochemical detection methods as tools in the identification of bioactives. Int J Mol Sci 2012; 13:3101-3133. [PMID: 22489144 PMCID: PMC3317705 DOI: 10.3390/ijms13033101] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2011] [Revised: 02/08/2012] [Accepted: 03/01/2012] [Indexed: 11/23/2022] Open
Abstract
Biochemical detection (BCD) methods are commonly used to screen plant extracts for specific biological activities in batch assays. Traditionally, bioactives in the most active extracts were identified through time-consuming bio-assay guided fractionation until single active compounds could be isolated. Not only are isolation procedures often tedious, but they could also lead to artifact formation. On-line coupling of BCD assays to high performance liquid chromatography (HPLC) is gaining ground as a high resolution screening technique to overcome problems associated with pre-isolation by measuring the effects of compounds post-column directly after separation. To date, several on-line HPLC-BCD assays, applied to whole plant extracts and mixtures, have been published. In this review the focus will fall on enzyme-based, receptor-based and antioxidant assays.
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Hartwell SK, Grudpan K. Flow-based systems for rapid and high-precision enzyme kinetics studies. JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY 2012; 2012:450716. [PMID: 22577614 PMCID: PMC3346984 DOI: 10.1155/2012/450716] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Accepted: 01/28/2012] [Indexed: 05/03/2023]
Abstract
Enzyme kinetics studies normally focus on the initial rate of enzymatic reaction. However, the manual operation of steps of the conventional enzyme kinetics method has some drawbacks. Errors can result from the imprecise time control and time necessary for manual changing the reaction cuvettes into and out of the detector. By using the automatic flow-based analytical systems, enzyme kinetics studies can be carried out at real-time initial rate avoiding the potential errors inherent in manual operation. Flow-based systems have been developed to provide rapid, low-volume, and high-precision analyses that effectively replace the many tedious and high volume requirements of conventional wet chemistry analyses. This article presents various arrangements of flow-based techniques and their potential use in future enzyme kinetics applications.
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Affiliation(s)
- Supaporn Kradtap Hartwell
- Department of Chemistry, Xavier University, 3800 Victory Parkway, Cincinnati, OH 45207, USA
- *Supaporn Kradtap Hartwell:
| | - Kate Grudpan
- Department of Chemistry, Faculty of Science, Chiang Mai University, Chiang Mai 50200, Thailand
- Center of Excellence in Innovation for Analytical Science and Technology, Chiang Mai University, Chiang Mai 50200, Thailand
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Simultaneous Screening and Chemical Characterization of Bioactive Compounds Using LC-MS-Based Technologies (Affinity Chromatography). THE HANDBOOK OF ENVIRONMENTAL CHEMISTRY 2011. [DOI: 10.1007/978-3-642-18384-3_6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Ohtsuka K, Maekawa I, Waki M, Takenaka S. Electrochemical assay of plasmin activity and its kinetic analysis. Anal Biochem 2009; 385:293-9. [DOI: 10.1016/j.ab.2008.11.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2008] [Revised: 11/05/2008] [Accepted: 11/06/2008] [Indexed: 10/21/2022]
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Schebb NH, Heus F, Saenger T, Karst U, Irth H, Kool J. Development of a Countergradient Parking System for Gradient Liquid Chromatography with Online Biochemical Detection of Serine Protease Inhibitors. Anal Chem 2008; 80:6764-72. [DOI: 10.1021/ac801035e] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Nils Helge Schebb
- Westfälische Wilhelms-Universität Münster, Institut für Anorganische and Analytische Chemie, Corrensstrasse 30, 48149 Münster, Germany, and Vrije Universiteit Amsterdam, Faculty of Sciences, Department of Chemistry and Pharmaceutical Sciences, Section Analytical Chemistry and Applied Spectroscopy, De Boelelaan 1083, NL-1081 HV Amsterdam, The Netherlands
| | - Ferry Heus
- Westfälische Wilhelms-Universität Münster, Institut für Anorganische and Analytische Chemie, Corrensstrasse 30, 48149 Münster, Germany, and Vrije Universiteit Amsterdam, Faculty of Sciences, Department of Chemistry and Pharmaceutical Sciences, Section Analytical Chemistry and Applied Spectroscopy, De Boelelaan 1083, NL-1081 HV Amsterdam, The Netherlands
| | - Thorsten Saenger
- Westfälische Wilhelms-Universität Münster, Institut für Anorganische and Analytische Chemie, Corrensstrasse 30, 48149 Münster, Germany, and Vrije Universiteit Amsterdam, Faculty of Sciences, Department of Chemistry and Pharmaceutical Sciences, Section Analytical Chemistry and Applied Spectroscopy, De Boelelaan 1083, NL-1081 HV Amsterdam, The Netherlands
| | - Uwe Karst
- Westfälische Wilhelms-Universität Münster, Institut für Anorganische and Analytische Chemie, Corrensstrasse 30, 48149 Münster, Germany, and Vrije Universiteit Amsterdam, Faculty of Sciences, Department of Chemistry and Pharmaceutical Sciences, Section Analytical Chemistry and Applied Spectroscopy, De Boelelaan 1083, NL-1081 HV Amsterdam, The Netherlands
| | - Hubertus Irth
- Westfälische Wilhelms-Universität Münster, Institut für Anorganische and Analytische Chemie, Corrensstrasse 30, 48149 Münster, Germany, and Vrije Universiteit Amsterdam, Faculty of Sciences, Department of Chemistry and Pharmaceutical Sciences, Section Analytical Chemistry and Applied Spectroscopy, De Boelelaan 1083, NL-1081 HV Amsterdam, The Netherlands
| | - Jeroen Kool
- Westfälische Wilhelms-Universität Münster, Institut für Anorganische and Analytische Chemie, Corrensstrasse 30, 48149 Münster, Germany, and Vrije Universiteit Amsterdam, Faculty of Sciences, Department of Chemistry and Pharmaceutical Sciences, Section Analytical Chemistry and Applied Spectroscopy, De Boelelaan 1083, NL-1081 HV Amsterdam, The Netherlands
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Abstract
In this article we unify a series of recent studies on bio- and chemosensors under a single signaling strategy: signal amplification by allosteric catalysis (SAAC). The SAAC strategy mimics biological signal transduction processes, where molecular recognition between an external signal and a protein receptor is allosterically transduced into catalytically amplified chemical information (usually second messengers). Several recent biosensing and chemosensing studies apply this nature-inspired strategy by using engineered allosteric enzymes, ribozymes, or regulatable organic catalysts. The factors pertinent to achieving high sensitivity and specificity in SAAC strategies are analyzed. The authors believe that these early studies from a variety of research groups have opened up a new venue for the development of sensing technologies where molecular recognition and catalysis can be coupled for practical purposes.
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Affiliation(s)
- Lei Zhu
- Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, TX 78712, USA
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Ritter SC, König B. Signal amplification and transduction by photo-activated catalysis. Chem Commun (Camb) 2006:4694-6. [PMID: 17109039 DOI: 10.1039/b610696j] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A simple flavin-based catalytic system is able to transform light into chemical output with amplified response utilizing a Cu(I)-catalyzed cycloaddition reaction.
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Affiliation(s)
- Stefan C Ritter
- Universität Regensburg, Universitätsstr. 31, D-93040, Regensburg, Germany
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Saunders MJ, Kim H, Woods TA, Nolan JP, Sklar LA, Edwards BS, Graves SW. Microsphere-based protease assays and screening application for lethal factor and factor Xa. Cytometry A 2006; 69:342-52. [PMID: 16604538 DOI: 10.1002/cyto.a.20268] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Proteases regulate many biological pathways in humans and are components of several bacterial toxins. Protease studies and development of protease inhibitors do not follow a single established methodology and are mostly protease specific. METHODS We have created recombinant fusion proteins consisting of a biotinylated attachment sequence linked to a GFP via a protease cleavage site to develop a multiplexable microsphere-based protease assay system. Using the proteases lethal factor and factor Xa, we performed kinetic experiments to determine optimal conditions for inhibitor screens and detect known inhibitors using the HyperCyt flow cytometry system. RESULTS We have demonstrated specific cleavage of lethal factor and factor Xa substrates, optimized screening conditions for these substrates, shown specific inhibition of the proteases, and demonstrated high throughput detection of these inhibitors. CONCLUSIONS The assay developed here is adaptable to any site-specific protease, compatible with high throughput flow cytometry systems, and multiplexable. Coupled with flow cytometry, which provides continuous time resolution and intrinsic resolution of free vs. bound fluorophores, this assay will be useful for high throughput screening of protease inhibitors in general and could simplify assays designed to determine protease mechanism.
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Affiliation(s)
- Matthew J Saunders
- National Flow Cytometry Resource, Biosciences Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
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Hirata J, Chung LP, Ariese F, Irth H, Gooijer C. Coupling of size-exclusion chromatography to a continuous assay for Subtilisin using a fluorescence resonance energy transfer peptide substrate: Testing of two standard inhibitors. J Chromatogr A 2005; 1081:140-4. [PMID: 16038203 DOI: 10.1016/j.chroma.2005.05.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Liquid chromatography (LC) was coupled on-line to a homogeneous continuous-flow protease assay using fluorescence resonance energy transfer (FRET) as a readout for the screening of inhibitors of an enzyme (e.g., Subtilisin Carlsberg). The inhibitors aprotinin (a protein of approximately 6500 g/mol) and 4-(2-aminoethyl)benzenesulfonyl fluoride hydrochloride (AEBSF, 240 g/mol) were mixed with other, non-active compounds and separated on a size-exclusion chromatography column. After the separation, the analytes were eluted to the postcolumn reactor unit where the enzyme solution and subsequently the FRET peptide substrate were added; by measuring the fluorescence intensity the degree of inhibition was monitored on-line. As expected, only the two inhibitors caused a change in the FRET response. Detection limits for aprotinin were 5.8 microM in the flow injection analysis (FIA) mode and 12 microM in the on-line LC mode. System validation was performed by determining IC50 values for aprotinin for the FIA mode (19 microM) and the on-line mode (22 microM). These IC50 values were in line with the value determined in batch experiments (25 microM). With this system, chemical information (i.e., chromatographic retention time) and biological information (i.e., enzyme inhibition) can be combined to characterize mixtures.
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Affiliation(s)
- Junko Hirata
- Department of Analytical Chemistry and Applied Spectroscopy, Division of Chemistry, Vrije Universiteit Amsterdam, De Boelelaan 1083, 1081 HV Amsterdam, The Netherlands.
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Zhu L, Lynch VM, Anslyn EV. FRET induced by an ‘allosteric’ cycloaddition reaction regulated with exogenous inhibitor and effectors. Tetrahedron 2004. [DOI: 10.1016/j.tet.2004.06.079] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Hirata J, de Jong CF, van Dongen MM, Buijs J, Ariese F, Irth H, Gooijer C. A Flow Injection Kinase Assay System Based on Time-Resolved Fluorescence Resonance Energy-Transfer Detection in the Millisecond Range. Anal Chem 2004; 76:4292-8. [PMID: 15283563 DOI: 10.1021/ac049465o] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A flow injection analysis (FIA) system for biochemical assays using time-resolved fluorescence resonance energy transfer (TR-FRET) in the millisecond time scale was developed. As a model system, we studied a kinase assay, measuring the phosphorylation of poly(GT)-biotin (substrate) by a receptor tyrosine kinase (epidermal growth factor receptor). A streptavidin labeled with XL665 (SA-XL665)-the acceptor-was coupled to the biotin moiety, and an antiphosphotyrosine antibody labeled with europium cryptate (Ab-EuK)-the donor-was coupled to the phosphorylated tyrosine group(s). Long-lived FRET can only occur if the substrate is successfully phosphorylated. For the time-resolved detection of such long-lived luminescence phenomena in a flow system, the repetition rate of the excitation source plays a crucial role. Good results were obtained for a small-sized commercially available quadrupled Nd:YAG laser emitting at 266 nm with a repetition rate of 7.8 kHz and a pulse width of 0.3 ns. The long-lived emissions of the donor at 625 nm and that of the acceptor at 665 nm were monitored simultaneously with two photomultipliers, using a delay time of 50 micros and a gate time of 75 micros to exclude background fluorescence interferences. In the FIA experiments, the Ab-EuK concentration was 6 nM and the substrate concentration and SA-XL665 concentrations were 7 nM. By monitoring the intensity changes at 625 and 665 nm, the inhibition of tyrosine kinase by tyrphostin AG1478 was studied and an IC(50) value of 5.1 +/- 0.4 nM obtained.
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Affiliation(s)
- Junko Hirata
- Laser Center, Department of Analytical Chemistry and Applied Spectroscopy, Vrije Universiteit Amsterdam, de Boelelaan 1083, 1081 HV Amsterdam, The Netherlands
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