1
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Shave S, Pham NT, Auer M. CLAffinity: A Software Tool for Identification of Optimum Ligand Affinity for Competition-Based Primary Screens. J Chem Inf Model 2022; 62:2264-2268. [PMID: 35442032 PMCID: PMC9131445 DOI: 10.1021/acs.jcim.2c00285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Indexed: 12/02/2022]
Abstract
A simplistic assumption in setting up a competition assay is that a low affinity labeled ligand can be more easily displaced from a target protein than a high affinity ligand, which in turn produces a more sensitive assay. An often-cited paper correctly rallies against this assumption and recommends the use of the highest affinity ligand available for experiments aiming to determine competitive inhibitor affinities. However, we have noted this advice being applied incorrectly to competition-based primary screens where the goal is optimum assay sensitivity, enabling a clear yes/no binding determination for even low affinity interactions. The published advice only applies to secondary, confirmatory assays intended for accurate affinity determination of primary screening hits. We demonstrate that using very high affinity ligands in competition-based primary screening can lead to reduced assay sensitivity and, ultimately, the discarding of potentially valuable active compounds. We build on techniques developed in our PyBindingCurve software for a mechanistic understanding of complex biological interaction systems, developing the "CLAffinity tool" for simulating competition experiments using protein, ligand, and inhibitor concentrations common to drug screening campaigns. CLAffinity reveals optimum labeled ligand affinity ranges based on assay parameters, rather than general rules to optimize assay sensitivity. We provide the open source CLAffinity software toolset to carry out assay simulations and a video summarizing key findings to aid in understanding, along with a simple lookup table allowing identification of optimal dynamic ranges for competition-based primary screens. The application of our freely available software and lookup tables will lead to the consistent creation of more performant competition-based primary screens identifying valuable hit compounds, particularly for difficult targets.
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Affiliation(s)
- Steven Shave
- School of Biological Sciences, University of Edinburgh, The King’s Buildings, Edinburgh, Scotland EH9
3BF, United Kingdom
| | - Nhan T. Pham
- School of Biological Sciences, University of Edinburgh, The King’s Buildings, Edinburgh, Scotland EH9
3BF, United Kingdom
| | - Manfred Auer
- School of Biological Sciences, University of Edinburgh, The King’s Buildings, Edinburgh, Scotland EH9
3BF, United Kingdom
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2
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Lashkaripour A, Rodriguez C, Mehdipour N, Mardian R, McIntyre D, Ortiz L, Campbell J, Densmore D. Machine learning enables design automation of microfluidic flow-focusing droplet generation. Nat Commun 2021; 12:25. [PMID: 33397940 PMCID: PMC7782806 DOI: 10.1038/s41467-020-20284-z] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 11/10/2020] [Indexed: 02/08/2023] Open
Abstract
Droplet-based microfluidic devices hold immense potential in becoming inexpensive alternatives to existing screening platforms across life science applications, such as enzyme discovery and early cancer detection. However, the lack of a predictive understanding of droplet generation makes engineering a droplet-based platform an iterative and resource-intensive process. We present a web-based tool, DAFD, that predicts the performance and enables design automation of flow-focusing droplet generators. We capitalize on machine learning algorithms to predict the droplet diameter and rate with a mean absolute error of less than 10 μm and 20 Hz. This tool delivers a user-specified performance within 4.2% and 11.5% of the desired diameter and rate. We demonstrate that DAFD can be extended by the community to support additional fluid combinations, without requiring extensive machine learning knowledge or large-scale data-sets. This tool will reduce the need for microfluidic expertise and design iterations and facilitate adoption of microfluidics in life sciences.
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Affiliation(s)
- Ali Lashkaripour
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
- Biological Design Center, 610 Commonwealth Avenue, Boston, MA, USA
| | - Christopher Rodriguez
- Computational and Systems Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Noushin Mehdipour
- Biological Design Center, 610 Commonwealth Avenue, Boston, MA, USA
- Division of Systems Engineering, Boston University, Boston, MA, USA
| | - Rizki Mardian
- Biological Design Center, 610 Commonwealth Avenue, Boston, MA, USA
- Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA
| | - David McIntyre
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
- Biological Design Center, 610 Commonwealth Avenue, Boston, MA, USA
| | - Luis Ortiz
- Biological Design Center, 610 Commonwealth Avenue, Boston, MA, USA
- Department of Molecular Biology, Cell Biology & Biochemistry, Boston University, Boston, MA, USA
| | | | - Douglas Densmore
- Biological Design Center, 610 Commonwealth Avenue, Boston, MA, USA.
- Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA.
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3
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Bobers J, Škopić MK, Dinter R, Sakthithasan P, Neukirch L, Gramse C, Weberskirch R, Brunschweiger A, Kockmann N. Design of an Automated Reagent-Dispensing System for Reaction Screening and Validation with DNA-Tagged Substrates. ACS COMBINATORIAL SCIENCE 2020; 22:101-108. [PMID: 32053337 DOI: 10.1021/acscombsci.9b00207] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Laboratory automation strategies have vast potential for accelerating discovery processes. They enable higher efficiency and throughput for time-consuming screening procedures and reduce error-prone manual steps. Automating repetitive procedures can for instance support chemists in optimizing chemical reactions. Particularly, the technology of DNA-encoded libraries (DELs) may benefit from automation techniques, since translation of chemical reactions to DNA-tagged reactants often requires screening of multiple reaction parameters and evaluation of large numbers of reactants. Here, we describe a portable, automated system for reagent dispensing that was designed from open source materials. The system was validated by performing amide coupling of carboxylic acids to DNA-linked amine and a micelle-mediated Povarov reaction to DNA-tagged hexahydropyrroloquinolines. The latter reaction required accurate pipetting of multiple components including different solvents and a surface-active reagent. Analysis of reactions demonstrated that the robotic system achieved high accuracy comparable to experimentation by an experienced chemist with the potential of higher throughput.
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Affiliation(s)
- Jens Bobers
- TU Dortmund University, Department of Chemical and Biochemical Engineering, Laboratory of Equipment Design, Emil-Figge-Strasse 68, 44227 Dortmund, Germany
| | - Mateja Klika Škopić
- TU Dortmund University, Faculty of Chemistry and Chemical Biology, Medicinal Chemistry, Otto-Hahn-Strasse 6, 44227 Dortmund, Germany
| | - Robin Dinter
- TU Dortmund University, Department of Chemical and Biochemical Engineering, Laboratory of Equipment Design, Emil-Figge-Strasse 68, 44227 Dortmund, Germany
| | - Piriyanth Sakthithasan
- TU Dortmund University, Department of Chemical and Biochemical Engineering, Laboratory of Equipment Design, Emil-Figge-Strasse 68, 44227 Dortmund, Germany
| | - Laura Neukirch
- TU Dortmund University, Faculty of Chemistry and Chemical Biology, Medicinal Chemistry, Otto-Hahn-Strasse 6, 44227 Dortmund, Germany
| | - Christian Gramse
- Faculty of Chemistry and Chemical Biology, Polymer Hybrid Systems, Otto-Hahn-Strasse 6, 44227 Dortmund, Germany
| | - Ralf Weberskirch
- Faculty of Chemistry and Chemical Biology, Polymer Hybrid Systems, Otto-Hahn-Strasse 6, 44227 Dortmund, Germany
| | - Andreas Brunschweiger
- TU Dortmund University, Faculty of Chemistry and Chemical Biology, Medicinal Chemistry, Otto-Hahn-Strasse 6, 44227 Dortmund, Germany
| | - Norbert Kockmann
- TU Dortmund University, Department of Chemical and Biochemical Engineering, Laboratory of Equipment Design, Emil-Figge-Strasse 68, 44227 Dortmund, Germany
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4
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Regnault C, Dheeman DS, Hochstetter A. Microfluidic Devices for Drug Assays. High Throughput 2018; 7:E18. [PMID: 29925804 PMCID: PMC6023517 DOI: 10.3390/ht7020018] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 06/07/2018] [Accepted: 06/13/2018] [Indexed: 12/14/2022] Open
Abstract
In this review, we give an overview of the current state of microfluidic-based high-throughput drug assays. In this highly interdisciplinary research field, various approaches have been applied to high-throughput drug screening, including microtiter plate, droplets microfluidics as well as continuous flow, diffusion and concentration gradients-based microfluidic drug assays. Therefore, we reviewed over 100 recent publications in the field and sorted them according to their microfluidic approach. As a result, we are showcasing, comparing and discussing broadly applied approaches as well as singular promising ones that might contribute to shaping the future of this field.
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Affiliation(s)
- Clément Regnault
- Wellcome Centre for Molecular Parasitology, Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8TA, UK.
| | - Dharmendra S Dheeman
- Wellcome Centre for Molecular Parasitology, Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8TA, UK.
| | - Axel Hochstetter
- Division of Biomedical Engineering, School of Engineering, University of Glasgow, Glasgow G12 8LT, UK.
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5
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DeGregory PR, Tsai YJ, Scida K, Richards I, Crooks RM. Quantitative electrochemical metalloimmunoassay for TFF3 in urine using a paper analytical device. Analyst 2017; 141:1734-44. [PMID: 26824090 DOI: 10.1039/c5an02386f] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
We report a paper-based assay platform for the detection of the kidney disease marker Trefoil Factor 3 (TFF3) in human urine. The sensor is based on a quantitative metalloimmunoassay that can determine TFF3 concentrations via electrochemical detection of environmentally stable silver nanoparticle (AgNP) labels attached to magnetic microbeads via a TFF3 immunosandwich. The paper electroanalytical device incorporates two preconcentration steps that make it possible to detect concentrations of TFF3 in human urine at the low end of the target TFF3 concentration range (0.03-7.0 μg mL(-1)). Importantly, the paper device provides a level of accuracy for TFF3 determination in human urine equivalent to that of a commercial kit. The paper sensor has a dynamic range of ∼2.5 orders of magnitude, only requires a simple, one-step incubation protocol, and is fast, requiring only 10 min to complete. The cost of the materials at the prototypic laboratory scale, excluding reagents, is just US$0.42.
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Affiliation(s)
- Paul R DeGregory
- Department of Chemistry and the Center for Nano- and Molecular Science and Technology, The University of Texas at Austin, 105 E. 24th St., Stop A5300, Austin, TX 78712-1224, USA.
| | - Yi-Ju Tsai
- Department of Chemistry and the Center for Nano- and Molecular Science and Technology, The University of Texas at Austin, 105 E. 24th St., Stop A5300, Austin, TX 78712-1224, USA.
| | - Karen Scida
- Department of Chemistry and the Center for Nano- and Molecular Science and Technology, The University of Texas at Austin, 105 E. 24th St., Stop A5300, Austin, TX 78712-1224, USA.
| | - Ian Richards
- Interactives Executive Excellence LLC, 201 N. Weston Lane, Austin, Texas 78733, USA
| | - Richard M Crooks
- Department of Chemistry and the Center for Nano- and Molecular Science and Technology, The University of Texas at Austin, 105 E. 24th St., Stop A5300, Austin, TX 78712-1224, USA.
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6
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Importance of Integrating a Volume Verification Method for Liquid Handlers: Applications in Learning Performance Behavior. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.jala.2006.10.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Nearly all assays performed within a microtiter plate are volume dependent. In turn, all concentrations of biological and chemical components in these assays, as well as the associated dilution protocols, are volume dependent. Therefore, it is imperative to quantify the volumes transferred to and from an assay. A volume verification method, which can be used to quantify the amount of transferred volume, is an essential component that enables proper interpretation of experimental results. A volume verification method can be used to help an operator optimize volume transfers as well as troubleshoot automated methods. Moreover, these methods can be used to compare performance between liquid handlers, show dispense drift over time, compare channel-to-channel (tip-to-tip) reproducibility, or statistically compare individual dispenses from a multisequential dispense. The focus of this paper, in part, is to discuss some of the many situations where a volume verification method should be implemented. This paper addresses important factors and their associated applications in understanding liquid handler behavior and is not meant to be specific to the volume verification process or the specific liquid handlers used. A robust and reliable volume verification method allows for measurement of transferred volumes at all levels in assay development, from a pure research level to a highly regulated laboratory environment. The goal is to achieve liquid delivery quality assurance through accurate and precise measurement of critical volume transfers. (JALA 2007;12:172–80)
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7
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High-throughput strategies for the discovery and engineering of enzymes for biocatalysis. Bioprocess Biosyst Eng 2016; 40:161-180. [DOI: 10.1007/s00449-016-1690-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 10/05/2016] [Indexed: 12/16/2022]
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8
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Emmerstorfer-Augustin A, Moser S, Pichler H. Screening for improved isoprenoid biosynthesis in microorganisms. J Biotechnol 2016; 235:112-20. [DOI: 10.1016/j.jbiotec.2016.03.051] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2015] [Revised: 03/29/2016] [Accepted: 03/31/2016] [Indexed: 11/26/2022]
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9
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Sjögren E, Andersson S, Sundgren-Andersson AK, Halldin MM, Stålberg O. Assessment of Free Drug Concentration in Cyclodextrin Formulations Is Essential to Determine Drug Potency in Functional In Vitro Assays. J Pharm Sci 2016; 105:2913-2920. [PMID: 27431012 DOI: 10.1016/j.xphs.2016.04.030] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 04/28/2016] [Accepted: 04/28/2016] [Indexed: 01/08/2023]
Abstract
Cyclodextrins (CD) have the ability to form inclusion complexes with drugs and can be used as excipients to enhance solubility of poorly soluble drugs. To make accurate estimations of the potency of the drug, knowledge of the free drug concentration is important. The aim of this study was to evaluate the applicability of calculated free drug concentrations toward response measurements in a transient receptor potential vanilloid receptor-1 cell-based in vitro assay. This included accounting for potential competitive CD binding of 2 transient receptor potential vanilloid receptor-1 active entities: 1 antagonist, and 1 agonist (capsaicin). Solubility of the CD-drug complexes was measured, and the ligand to substrate affinity in CD formulations was determined according to the phase-solubility technique. The total concentration of antagonist, agonist, CD, and the binding constants between ligands and CD were used to calculate the free concentration of CD ligands. For capsaicin and 2 of the 3 investigated model drugs, the calculated free drug concentration was consistent with the experimental in vitro data while it was overestimated for one of the compounds. In conclusion, the suggested approach can be used to calculate free drug concentration and competitive binding in CD formulations for the application of cell-based drug functionality assays.
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Affiliation(s)
- Erik Sjögren
- Department of Pharmacy, Uppsala University, BOX 580, Uppsala SE-751 23, Sweden
| | - Sara Andersson
- Department of Pharmacy, Uppsala University, BOX 580, Uppsala SE-751 23, Sweden
| | | | - Magnus M Halldin
- AlzeCure Foundation, Karolinska Institute Science Park, Huddinge SE-141 57, Sweden
| | - Olle Stålberg
- Department of Engineering and Chemical Sciences, Karlstad University, Karlstad SE-651 88, Sweden.
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10
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Trubetskoy OV, Gibson JR, Marks BD. Highly Miniaturized Formats for In Vitro Drug Metabolism Assays Using Vivid® Fluorescent Substrates and Recombinant Human Cytochrome P450 Enzymes. ACTA ACUST UNITED AC 2016; 10:56-66. [PMID: 15695344 DOI: 10.1177/1087057104269731] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Highly miniaturized P450 screening assays designed to enable facile analysis of P450 drug interactions in a 1536-well plate format with the principal human cytochrome P450 enzymes (CYP3A4, 2D6, 2C9, 2C19, and 1A2) and Vivid® fluorogenic substrates were developed. The detailed characterization of the assays included stability, homogeneity, and reproducibility of the recombinant P450 enzymes and the kinetic parameters of their reactions with Vivid® fluorogenic substrates, with a focus on the specific characteristics of each component that enable screening in a low-volume 1536-well plate assay format. The screening assays were applied for the assessment of individual cytochrome P450 inhibition profiles with a panel of selected assay modifiers, including isozyme-specific substrates and inhibitors. IC50values obtained for the modifiers in 96- and 1536-well plate formats were similar and comparable with values obtained in assays with conventional substrates. An overall examination of the 1536-well assay statistics, such as signal-to-background ratio and Z′ factor, demonstrated that these assays are a robust, successful, and reliable tool to screen for cytochrome P450 metabolism and inhibition in an ultra-high-throughput screening format. ( Journal of Biomolecular Screening 2005:56-66)
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11
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Rhode H, Schulze M, Renard S, Zimmermann P, Moore T, Cumme GA, Horn A. An Improved Method for Checking HTS/uHTS Liquid-Handling Systems. ACTA ACUST UNITED AC 2016; 9:726-33. [PMID: 15634800 DOI: 10.1177/1087057104269496] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
An efficient method is presented to determine precision and accuracy of multichannel liquid-handling systems under conditions near to application. Themethod consists of gravimetrical determination of accuracy and optical determination of precision based on the dilution of absorbing and fluorescent dye solutions in microplates. Mean delivery volume per well can be determined with precision better than a 0.04% coefficient of variation (CV). Optical signal precision, CV( S), is improved by multiwavelength measurements. Precision of absorbance measurement yields a better resolution than precision of fluorescence measurement (0.3% and 1.5%, respectively), indicating that absorbance measurements should be preferred. From CV( S), an upper bound of the precision of the volumes delivered is derived. Method performance is demonstrated with the dispenser CyBi™-Drop and the pipettor CyBi™-Well using different ejection principles; with commonly used fluids; with 96-, 384-, and 1536-well microplates; and with photometric and fluorometric indicators. Precision of the volumes delivered, as obtained with optimized methods, all plate formats, and both devices, is better than 2% CV with 2 µ L set volume and about 1% CV with higher set volumes.
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Affiliation(s)
- Heidrun Rhode
- Institute of Biochemistry, Friedrich Schiller University, Medical Faculty, D-07740 Jena, Germany.
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12
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Benson N, Boyd HF, Everett JR, Fries J, Gribbon P, Haque N, Henco K, Jessen T, Martin WH, Mathewson TJ, Sharp RE, Spencer RW, Stuhmeier F, Wallace MS, Winkler D. NanoStore: A Concept for Logistical Improvements of Compound Handling in High-Throughput Screening. ACTA ACUST UNITED AC 2016; 10:573-80. [PMID: 16103412 DOI: 10.1177/1087057105277234] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Small molecule screening, the systematic encounter of biology space with chemical space, has provoked the emergence of a whole industry that recreates itself by constant iterative improvements to this process. The authors describe an approach to tackle the problem for one of the most time-consuming steps in the execution of a screening campaign, namely, the reformatting of high-throughput screening test compounds from master plates to daughter assay plates used in the execution of the screen. Through an engineered storage procedure, they prepare plates ahead of the screening process with the respective compounds in a ready-to-use format. They show the biological inertness of the method and how it facilitates efficient recovery of compound activity. This uncoupling of normally interconnected processes provides time and compound savings, avoids repeated freeze-thaw cycles of compound solutions, and removes the problems associated with the DMSO sensitivity of certain assays types.
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Affiliation(s)
- Neil Benson
- Discovery Biology, Pfizer Global Research and Development, Ramsgate Road, Sandwich, CT13 9NJ, United Kingdom
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13
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Kornienko O, Lacson R, Kunapuli P, Schneeweis J, Hoffman I, Smith T, Alberts M, Inglese J, Strulovici B. Miniaturization of Whole Live Cell-Based GPCR Assays Using Microdispensing and Detection Systems. ACTA ACUST UNITED AC 2016; 9:186-95. [PMID: 15140380 DOI: 10.1177/1087057103260070] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cell-based β-lactamase reporter gene assays designed to measure the functional responses of G-protein-coupled receptors (GPCRs) were miniaturized to less than 2 μL total assay volume in a 3456-well microplate. Studies were done to evaluate both receptor agonists and antagonists. The pharmacology of agonists and antagonists for target GPCRs originally developed in a 96-well format was recapitulated in a 3456-well microplate format without compromising data quality or EC50/IC50 precision. These assays were employed in high-throughput screening campaigns, allowing the testing of more than 150,000 compounds in 8 h. The instrumentation used and practical aspects of the assay development are discussed.
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MESH Headings
- Animals
- Biological Assay/instrumentation
- Biological Assay/methods
- Combinatorial Chemistry Techniques
- Cricetinae
- Dose-Response Relationship, Drug
- Drug Evaluation, Preclinical/instrumentation
- Drug Evaluation, Preclinical/methods
- Genes, Reporter
- Humans
- Inhibitory Concentration 50
- Nanotechnology/methods
- Receptors, G-Protein-Coupled/agonists
- Receptors, G-Protein-Coupled/antagonists & inhibitors
- Receptors, Neurotensin/drug effects
- Receptors, Neurotensin/genetics
- Receptors, Oxytocin/agonists
- Receptors, Oxytocin/antagonists & inhibitors
- Receptors, Oxytocin/genetics
- Reproducibility of Results
- Spectrometry, Fluorescence
- beta-Lactamases/genetics
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Affiliation(s)
- Oleg Kornienko
- Merck Research Laboratories, Department of Automated Biotechnology, North Wales, PA 19454, USA.
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14
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Jäger S, Garbow N, Kirsch A, Preckel H, Gandenberger FU, Herrenknecht K, Rüdiger M, Hutchinson JP, Bingham RP, Ramon F, Bardera A, Martin J. A Modular, Fully Integrated Ultra-High-Throughput Screening System Based on Confocal Fluorescence Analysis Techniques. ACTA ACUST UNITED AC 2016; 8:648-59. [PMID: 14711390 DOI: 10.1177/1087057103258475] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The rapid increase in size of compound libraries, as well as new targets emerging from the Human Genome Project, require progress in ultra-high-throughput screening (uHTS) systems. In a joint effort with scientists and engineers from the biotech and the pharmaceutical industry, a modular, fully integrated system for miniaturized uHTS was developed. The goal was to achieve high data quality in small assay volumes (1-4 μL) combined with reliable and unattended operation. Two new confocal fluorescence readers have been designed. One of the instruments is a 4-channel confocal fluorescence reader, measuring with 4 objectives in parallel. The fluorescence readout is based on single-molecule detection methods, allowing high sensitivity at low tracer concentrationsand delivering an information-rich output. The other instrument isa confocal fluorescence im aging reader, where the imagesare analyzed in terms of generic patternsand quantified in units of intensity per pixel. Both readers are spanning the application range from assays with isolated targets in homogenous solution or membrane vesiclebased assays (4-channel reader) to cell-based assays (imaging reader). Results from a comprehensive test on these assay types demonstrate the high quality and robustness of this screening system.
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Affiliation(s)
- Stefan Jäger
- Evotec OAI/Evotec Technologies, Hamburg, Germany.
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15
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Long L, Li W, Chen W, Li FF, Li H, Wang LL. Dynamic cytotoxic profiles of sulfur mustard in human dermal cells determined by multiparametric high-content analysis. Toxicol Res (Camb) 2016; 5:583-593. [PMID: 30090372 PMCID: PMC6062398 DOI: 10.1039/c5tx00305a] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Accepted: 01/10/2016] [Indexed: 01/01/2023] Open
Abstract
Sulfur mustard (SM) is a well known chemical warfare agent that poses a major threat to military personnel and also populace. It targets multiple macromolecules, and its toxic effects are mediated by complex mechanisms. However, the sequence and manner of SM-induced cellular and molecular events underpinning the pathological processes are not fully elucidated. Effective therapeutic agents against SM poisoning are also lacking. The present study aimed to determine the dynamic cytotoxic profiles of SM in primary cultured human epidermal keratinocytes-fetal (HEK-f) and human dermal fibroblasts-adult (HDF-a) by establishing a high content analysis (HCA)-based multiparametric toxicity assay panel. SM was found to produce multiple, concentration-dependent cellular responses, including abnormal cellular morphology, cycle arrest, apoptosis, necrosis, mitochondrial membrane potential imbalance, increased membrane permeability, oxidative stress, DNA damage, and lysosome impairment. Time-course analysis indicated that the cellular and molecular responses related to the highly reactive targets of SM, such as glutathione depletion, reactive oxygen species release, DNA and lysosomal damage, and actin microfilament architecture modification, were congenerous initial events for SM injury. Moreover, this study demonstrated a novel finding that SM induced autophagy, and it was closely related to lysosome alterations in both cell types. Higher susceptibility of HEK-f cells to SM was associated with early lysosomal damage and decreased autophagy activity. Multiparametric HCA also revealed the concentration-dependent cytoprotective effect of hydroxychloroquine in HDF-a cells. The above results provided overall and objective evidence for elucidating the cytotoxic mechanism of SM, and also a good scientific base for further research on countermeasures against SM injury.
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Affiliation(s)
- Long Long
- State Key Laboratory of Toxicology and Medical Countermeasures , Beijing , 100850 , China
- Beijing Institute of Pharmacology and Toxicology , Beijing , 100850 , China . ; ; ; Tel: +81-10-6821-0866
| | - Wei Li
- State Key Laboratory of Toxicology and Medical Countermeasures , Beijing , 100850 , China
- Beijing Institute of Pharmacology and Toxicology , Beijing , 100850 , China . ; ; ; Tel: +81-10-6821-0866
| | - Wei Chen
- State Key Laboratory of Toxicology and Medical Countermeasures , Beijing , 100850 , China
- Beijing Institute of Pharmacology and Toxicology , Beijing , 100850 , China . ; ; ; Tel: +81-10-6821-0866
| | - Fei-Fei Li
- State Key Laboratory of Toxicology and Medical Countermeasures , Beijing , 100850 , China
- Beijing Institute of Pharmacology and Toxicology , Beijing , 100850 , China . ; ; ; Tel: +81-10-6821-0866
| | - Hua Li
- State Key Laboratory of Toxicology and Medical Countermeasures , Beijing , 100850 , China
- Beijing Institute of Pharmacology and Toxicology , Beijing , 100850 , China . ; ; ; Tel: +81-10-6821-0866
| | - Li-Li Wang
- State Key Laboratory of Toxicology and Medical Countermeasures , Beijing , 100850 , China
- Beijing Institute of Pharmacology and Toxicology , Beijing , 100850 , China . ; ; ; Tel: +81-10-6821-0866
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16
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Gallagher ES, Adem SM, Baker CA, Ratnayaka SN, Jones IW, Hall HK, Saavedra SS, Aspinwall CA. Highly stabilized, polymer-lipid membranes prepared on silica microparticles as stationary phases for capillary chromatography. J Chromatogr A 2015; 1385:28-34. [PMID: 25670414 DOI: 10.1016/j.chroma.2015.01.052] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 01/14/2015] [Accepted: 01/16/2015] [Indexed: 11/17/2022]
Abstract
The ability to rapidly screen complex libraries of pharmacological modulators is paramount to modern drug discovery efforts. This task is particularly challenging for agents that interact with lipid bilayers or membrane proteins due to the limited chemical, physical, and temporal stability of conventional lipid-based chromatographic stationary phases. Here, we describe the preparation and characterization of a novel stationary phase material composed of highly stable, polymeric-phospholipid bilayers self-assembled onto silica microparticles. Polymer-lipid membranes were prepared by photochemical or redox initiated polymerization of 1,2-bis[10-(2',4'-hexadieoyloxy)decanoyl]-sn-glycero-2-phosphocholine (bis-SorbPC), a synthetic, polymerizable lipid. The resulting polymerized bis-SorbPC (poly(bis-SorbPC)) stationary phases exhibited enhanced stability compared to particles coated with 1,2-dioleoyl-sn-glycero-phosphocholine (unpolymerized) phospholipid bilayers when exposed to chemical (50 mM triton X-100 or 50% acetonitrile) and physical (15 min sonication) insults after 30 days of storage. Further, poly(bis-SorbPC)-coated particles survived slurry packing into fused silica capillaries, compared to unpolymerized lipid membranes, where the lipid bilayer was destroyed during packing. Frontal chromatographic analyses of the lipophilic small molecules acetylsalicylic acid, benzoic acid, and salicylic acid showed >44% increase in retention times (P<0.0001) for all analytes on poly(bis-SorbPC)-functionalized stationary phase compared to bare silica microspheres, suggesting a lipophilic retention mechanism. Phospholipid membrane-functionalized stationary phases that withstand the chemical and physical rigors of capillary LC conditions can substantially increase the efficacy of lipid membrane affinity chromatography, and represents a key advance toward the development of robust membrane protein-functionalized chromatographic stationary phases.
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Affiliation(s)
- Elyssia S Gallagher
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, United States
| | - Seid M Adem
- Department of Chemistry, Washburn University, Topeka, KS 66621, United States
| | - Christopher A Baker
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, United States
| | - Saliya N Ratnayaka
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, United States
| | - Ian W Jones
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, United States
| | - Henry K Hall
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, United States
| | - S Scott Saavedra
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, United States; Bio5 Institute, University of Arizona, Tucson, AZ 85721, United States
| | - Craig A Aspinwall
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ 85721, United States; Bio5 Institute, University of Arizona, Tucson, AZ 85721, United States; Department of Biomedical Engineering, University of Arizona, Tucson, AZ 85721, United States.
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17
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Tillich UM, Wolter N, Schulze K, Kramer D, Brödel O, Frohme M. High-throughput cultivation and screening platform for unicellular phototrophs. BMC Microbiol 2014; 14:239. [PMID: 25223876 PMCID: PMC4172822 DOI: 10.1186/s12866-014-0239-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2014] [Accepted: 08/27/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND High-throughput cultivation and screening methods allow a parallel, miniaturized and cost efficient processing of many samples. These methods however, have not been generally established for phototrophic organisms such as microalgae or cyanobacteria. RESULTS In this work we describe and test high-throughput methods with the model organism Synechocystis sp. PCC6803. The required technical automation for these processes was achieved with a Tecan Freedom Evo 200 pipetting robot. The cultivation was performed in 2.2 ml deepwell microtiter plates within a cultivation chamber outfitted with programmable shaking conditions, variable illumination, variable temperature, and an adjustable CO2 atmosphere. Each microtiter-well within the chamber functions as a separate cultivation vessel with reproducible conditions. The automated measurement of various parameters such as growth, full absorption spectrum, chlorophyll concentration, MALDI-TOF-MS, as well as a novel vitality measurement protocol, have already been established and can be monitored during cultivation. Measurement of growth parameters can be used as inputs for the system to allow for periodic automatic dilutions and therefore a semi-continuous cultivation of hundreds of cultures in parallel. The system also allows the automatic generation of mid and long term backups of cultures to repeat experiments or to retrieve strains of interest. CONCLUSIONS The presented platform allows for high-throughput cultivation and screening of Synechocystis sp. PCC6803. The platform should be usable for many phototrophic microorganisms as is, and be adaptable for even more. A variety of analyses are already established and the platform is easily expandable both in quality, i.e. with further parameters to screen for additional targets and in quantity, i.e. size or number of processed samples.
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Affiliation(s)
- Ulrich M Tillich
- />Molecular Biotechnology and Functional Genomics, Technical University of Applied Sciences Wildau, Hochschulring 1, 16-2001, D-15745 Wildau, Germany
- />Institute of Biology, Humboldt-University Berlin, Berlin, Germany
| | - Nick Wolter
- />Molecular Biotechnology and Functional Genomics, Technical University of Applied Sciences Wildau, Hochschulring 1, 16-2001, D-15745 Wildau, Germany
| | - Katja Schulze
- />Molecular Biotechnology and Functional Genomics, Technical University of Applied Sciences Wildau, Hochschulring 1, 16-2001, D-15745 Wildau, Germany
| | - Dan Kramer
- />Cyano biotech GmbH, Magnusstrasse 11, D-12489 Berlin, Germany
| | - Oliver Brödel
- />Molecular Biotechnology and Functional Genomics, Technical University of Applied Sciences Wildau, Hochschulring 1, 16-2001, D-15745 Wildau, Germany
| | - Marcus Frohme
- />Molecular Biotechnology and Functional Genomics, Technical University of Applied Sciences Wildau, Hochschulring 1, 16-2001, D-15745 Wildau, Germany
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18
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Gallagher ES, Mansfield E, Aspinwall CA. Stabilized phospholipid membranes in chromatography: toward membrane protein-functionalized stationary phases. Anal Bioanal Chem 2014; 406:2223-9. [PMID: 24390459 PMCID: PMC3969766 DOI: 10.1007/s00216-013-7545-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Accepted: 12/02/2013] [Indexed: 10/25/2022]
Abstract
Transmembrane protein (TMP)-functionalized materials have resulted in powerful new methods in chemical analysis. Of particular interest is the development of high-throughput, TMP-functionalized stationary phases for affinity chromatography of complex mixtures of analytes. Several natural and synthetic phospholipids and lipid mimics have been used for TMP reconstitution, although the resulting membranes often lack the requisite chemical and temporal stability for long-term use, a problem that is exacerbated in flowing separation systems. Polymerizable lipids with markedly increased membrane stability and TMP functionality have been developed over the past two decades. More recently, these lipids have been incorporated into a range of analytical methods, including separation techniques, and are now poised to have a significant impact on TMP-based separations. Here, we describe current methods for preparing TMP-containing stationary phases and examine the potential utility of polymerizable lipids in TMP affinity chromatography.
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Affiliation(s)
- Elyssia S. Gallagher
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, Arizona, 85721, USA
| | - Elisabeth Mansfield
- National Institute of Standards and Technology, Applied Chemicals and Materials Division, Boulder, Colorado, 80305, USA
| | - Craig A. Aspinwall
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, Arizona, 85721, USA
- BIO5 Institute, University of Arizona, 1306 E. University Blvd, Tucson, Arizona, 85721, USA
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Bammesberger SB, Malki I, Ernst A, Zengerle R, Koltay P. A Calibration-Free, Noncontact, Disposable Liquid Dispensing Cartridge Featuring an Online Process Control. JOURNAL OF LABORATORY AUTOMATION 2013; 19:394-402. [PMID: 23981469 DOI: 10.1177/2211068213499757] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2013] [Indexed: 11/16/2022]
Abstract
We present a noncontact liquid dispenser that uses a disposable cartridge for the calibration-free dosage of diverse biochemical reagents from the nanoliter to the microliter range. The dispensing system combines the advantages of a positive displacement syringe pump (responsible for defining the aliquot's volume with high accuracy) with a highly dynamic noncontact dispenser (providing kinetic energy to detach the liquid from the tip). The disposable, noncontact dispensing cartridge system renders elaborate washing procedures of tips obsolete. A noncontact sensor monitors the dispensing process to enable an online process control. To further increase confidence and reliability for particularly critical biomedical applications, an optional closed-loop control prevents malfunctions. The dispensing performance was characterized experimentally in the range of 0.25 to 10.0 µL using liquids of different rheological properties (viscosity 1.03-16.98 mPas, surface tension 30.49-70.83 mN/m) without adjusting or calibrating the actuation parameters. The precision ranged between a coefficient of variation of 0.5% and 5.3%, and the accuracy was below ±10%. The presented technology has the potential to contribute significantly to the improvement of biochemical liquid handling for laboratory automation in terms of usability, miniaturization, cost reduction, and safety.
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Affiliation(s)
- Stefan Borja Bammesberger
- Laboratory for MEMS Applications, IMTEK-Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany
| | - Imad Malki
- Laboratory for MEMS Applications, IMTEK-Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany
| | - Andreas Ernst
- Laboratory for MEMS Applications, IMTEK-Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany BioFluidix GmbH, Freiburg, Germany
| | - Roland Zengerle
- Laboratory for MEMS Applications, IMTEK-Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany HSG-IMIT-Institut für Mikro- und Informationstechnik, Freiburg, Germany
| | - Peter Koltay
- Laboratory for MEMS Applications, IMTEK-Department of Microsystems Engineering, University of Freiburg, Freiburg, Germany HSG-IMIT-Institut für Mikro- und Informationstechnik, Freiburg, Germany
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Bammesberger S, Ernst A, Losleben N, Tanguy L, Zengerle R, Koltay P. Quantitative characterization of non-contact microdispensing technologies for the sub-microliter range. Drug Discov Today 2013; 18:435-46. [DOI: 10.1016/j.drudis.2012.12.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2012] [Revised: 10/01/2012] [Accepted: 12/02/2012] [Indexed: 10/27/2022]
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21
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Bergner A, Parel SP. Hit Expansion Approaches Using Multiple Similarity Methods and Virtualized Query Structures. J Chem Inf Model 2013; 53:1057-66. [DOI: 10.1021/ci400059p] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Affiliation(s)
- Andreas Bergner
- BioFocus, Chesterford Research
Park, Saffron Walden, Essex CB10 1XL, United Kingdom
| | - Serge P. Parel
- BioFocus, Chesterford Research
Park, Saffron Walden, Essex CB10 1XL, United Kingdom
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22
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Abstract
Miniaturized laboratory-on-chip systems promise rapid, sensitive, and multiplexed detection of biological samples for medical diagnostics, drug discovery, and high-throughput screening. Within miniaturized laboratory-on-chips, static and dynamic droplets of fluids in different immiscible media have been used as individual vessels to perform biochemical reactions and confine the products. Approaches to perform localized heating of these individual subnanoliter droplets can allow for new applications that require parallel, time-, and space-multiplex reactions on a single integrated circuit. Our method positions droplets on an array of individual silicon microwave heaters on chip to precisely control the temperature of droplets-in-air, allowing us to perform biochemical reactions, including DNA melting and detection of single base mismatches. We also demonstrate that ssDNA probe molecules can be placed on heaters in solution, dried, and then rehydrated by ssDNA target molecules in droplets for hybridization and detection. This platform enables many applications in droplets including hybridization of low copy number DNA molecules, lysing of single cells, interrogation of ligand-receptor interactions, and rapid temperature cycling for amplification of DNA molecules.
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23
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Zherdeva VV, Savitsky AP. Using lanthanide-based resonance energy transfer for in vitro and in vivo studies of biological processes. BIOCHEMISTRY (MOSCOW) 2013; 77:1553-74. [DOI: 10.1134/s0006297912130111] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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24
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Cheng WC, He Y, Chang AY, Que L. A microfluidic chip for controlled release of drugs from microcapsules. BIOMICROFLUIDICS 2013; 7:64102. [PMID: 24396536 PMCID: PMC3838422 DOI: 10.1063/1.4829776] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Accepted: 10/25/2013] [Indexed: 05/06/2023]
Abstract
A new microfluidic device with liquid-droplet merging and droplet storage functions for the controlled release of drugs from microcapsules is reported. A switching channel is designed and integrated within the microfluidic device, facilitating the generation and capturing of uniform droplets by the storage chambers. The drug model is the MnCO3 microparticle, which is encapsulated by a microcapsule and fabricated using a simple layer-by-layer nanoassembly process. The merging function is used for dynamically adding the control solution into the droplets, which contain drugs within the microcapsules (DWμCs) and water. The storage chambers are used for collecting DWμCs-laden droplets so that the controlled-drug release in specific droplets can be monitored for an extended period of time, which has been experimentally implemented successfully. This technology could offer a promising technical platform for the long-term observation and studies of drug effects on specific cells in a controlled manner, which is especially useful for single cell analysis.
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Affiliation(s)
- Wen-Chuan Cheng
- Institute for Micromanufacturing, Louisiana Tech University, Ruston, Louisiana 71272, USA
| | - Yuan He
- Institute for Micromanufacturing, Louisiana Tech University, Ruston, Louisiana 71272, USA
| | - An-Yi Chang
- Institute for Micromanufacturing, Louisiana Tech University, Ruston, Louisiana 71272, USA
| | - Long Que
- Institute for Micromanufacturing, Louisiana Tech University, Ruston, Louisiana 71272, USA
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25
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Cui J, Chai SC, Shelat AA, Guy RK, Chen T. An automated approach to efficiently reformat a large collection of compounds. CURRENT CHEMICAL GENOMICS 2011; 5:42-7. [PMID: 21804905 PMCID: PMC3145259 DOI: 10.2174/1875397301105010042] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2011] [Revised: 05/28/2011] [Accepted: 06/08/2011] [Indexed: 11/27/2022]
Abstract
Large-scale screening of small organic compounds has become a standard and essential practice in the early discovery of chemical entities with potential therapeutic use. To effectively support high-throughput screening campaigns, compound collections have to be in suitable formats, which requires a process known as compound reformatting. Here we report our approach to reformat the newly-established chemical repository of a large-scale screening facility at St. Jude Children’s Research Hospital, which comprises more than half a million compounds, mostly from commercial sources. We highlight the timeline for a reformatting process, the importance of standardizing the operational procedures, and the advantages and disadvantages of using automation. The end result of our reformatting process is the concurrent generation of copies for long-term storage, screening, and “cherry-picking”; all of which facilitate compound management and high-throughput screening.
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Affiliation(s)
- Jimmy Cui
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN 38105, USA
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26
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Shumiantseva VV, Suprun EV, Bulko TV, Dobrynina OV, Archakov AI. [Sensor systems for medical application based on hemoproteins and nanocomposite materials]. BIOMEDITSINSKAIA KHIMIIA 2011; 56:55-71. [PMID: 21328911 DOI: 10.18097/pbmc20105601055] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Recent advances in nanotechnologies stimulate the development of sensor systems based on nanocomposite materials. This review discusses the prospects and challenges of sensors coupled with functionally important for medicine hemoproteins and nanoscale materials. Authors summarized their own experimental results and literature data on hemoprotein-based sensor systems. Mechanisms and the main function principles of electrochemical nanosensors are also discussed.
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27
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Tuleuova N, Revzin A. Micropatterning of Aptamer Beacons to Create Cytokine-Sensing Surfaces. Cell Mol Bioeng 2010; 3:337-344. [PMID: 21170394 PMCID: PMC2991185 DOI: 10.1007/s12195-010-0148-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2010] [Accepted: 11/08/2010] [Indexed: 01/09/2023] Open
Abstract
Aptamer beacons are DNA or RNA probes that bind proteins or small molecules of interest and emit signal directly upon interaction with the target analyte. This paper describes micropatterning of aptamer beacons for detection of IFN-γ—an important inflammatory cytokine. The beacon consisted of a fluorophore-labeled aptamer strand hybridized with a shorter, quencher-carrying complementary strand. Cytokine molecules were expected to displace quenching strands of the beacon, disrupting FRET effect and resulting in fluorescence signal. The glass substrate was first micropatterned with poly(ethylene glycol) (PEG) hydrogel microwells (35 μm diameter individual wells) so as to define sites for attachment of beacon molecules. PEG microwell arrays were then incubated with avidin followed by biotin-aptamer-fluorophore constructs. Subsequent incubation with quencher-carrying complementary strands resulted in formation of DNA duplex and caused quenching of fluorescence due to FRET effect. When exposed to IFN-γ, microwells changed fluorescence from low (quencher hybridized with fluorophore-carrying strand) to high (quenching strand displaced by cytokine molecules). The fluorescence signal was confined to microwells, was changing in real-time and was dependent on the concentration of IFN-γ. In the future, we plan to co-localize aptamer beacons and cells on micropatterned surfaces in order to monitor in real-time cytokine secretion from immune cells in microwells.
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Affiliation(s)
- Nazgul Tuleuova
- Department of Biomedical Engineering, University of California, Davis, 451 Health Sciences Drive, #2519, Davis, CA 95616 USA
- National Center for Biotechnology, Astana, Kazakhstan
| | - Alexander Revzin
- Department of Biomedical Engineering, University of California, Davis, 451 Health Sciences Drive, #2519, Davis, CA 95616 USA
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28
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Chen Q, Rausch KG, Schönherr H, Vancso GJ. α-Chymotrypsin-Catalyzed Reaction Confined in Block-Copolymer Vesicles. Chemphyschem 2010; 11:3534-40. [DOI: 10.1002/cphc.201000429] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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29
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Trivedi V, Doshi A, Kurup GK, Ereifej E, Vandevord PJ, Basu AS. A modular approach for the generation, storage, mixing, and detection of droplet libraries for high throughput screening. LAB ON A CHIP 2010; 10:2433-42. [PMID: 20717617 DOI: 10.1039/c004768f] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
The desire to make microfluidic technology more accessible to the biological research community has led to the notion of "modular microfluidics", where users can build a fluidic system using a toolkit of building blocks. This paper applies a modular approach for performing droplet-based screening, including the four integral steps of library generation, storage, mixing, and optical interrogation. Commercially available cross-junctions are used for drop generation, flexible capillary tubing for storage, and tee-junctions for serial mixing. Optical interrogation of the drops is achieved using fiber-optic detection modules which can be incorporated inline at one or more points in the system. Modularity enables the user to hand-assemble systems for functional assays or applications. Three examples are shown: (1) a "mix and read" assay commonly used in high throughput screening (HTS); (2) generation of chemically distinct droplets using microfractionation in droplets (microFD); and (3) in situ encapsulation and culture of eukaryotes. Using components with IDs ranging from 150 microm to 1.5 mm, this approach can accommodate drop assays with volumes ranging from 2 nL to 2 microL, and storage densities ranging from 300 to 3000 drops per metre tubing. Generation rates are up to 200 drops per second and merging rates are up to 10 drops per second. The impact of length scale, carrier fluid viscosity, and flow rates on system performance is considered theoretically and illustratively using 2D CFD simulations. Due to its flexibility, the widespread availability of components, and some favorable material properties compared to PDMS, this approach can be a useful part of a researcher's toolkit for prototyping droplet-based assays.
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Affiliation(s)
- Varun Trivedi
- Biomedical Engineering Department, Wayne State University, Detroit, MI, USA
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30
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Shumyantseva VV, Suprun EV, Bulko TV, Dobrynina OV, Archakov AI. Sensor systems for medical application based on hemoproteins and nanocomposite materials. BIOCHEMISTRY MOSCOW-SUPPLEMENT SERIES B-BIOMEDICAL CHEMISTRY 2010. [DOI: 10.1134/s199075081001004x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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31
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Litten BA, Smith R, Banfield E. An Automated 1536-Well Microplate Format Cytochrome P450 Inhibition Assay Using a Tecan Freedom EVO Workstation with Integrated Innovadyne Nanodrop II Dispenser. ACTA ACUST UNITED AC 2010. [DOI: 10.1016/j.jala.2009.08.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
A Tecan EVO Workstation and Innovadyne Nanodrop II liquid dispenser have been integrated to provide an automated miniaturized cytochrome P450 inhibition assay, using 1536-well plate technology. The Tecan EVO was used to perform larger volume bulk reagent and compound dilution operations along with plate manipulations using the Tecan Robotic Manipulator. All reagent additions to the 1536-well microplates were performed exclusively by the Nanodrop dispenser, which is capable of accurate and precise pipetting at volumes as low as 100 nL. Miniaturization from 96- to 1536-well plate formats has enabled a fourfold increase in P450 inhibition assay capacity, while reducing reagent costs by approximately 20-fold.
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Affiliation(s)
| | - Robin Smith
- AstraZeneca plc, Alderley Park, Macclesfield, Cheshire, UK
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Abstract
The microarraying of chemicals or biomolecules on a glass surface allows for dense storage and miniaturized screening experiments and can be deployed in chemical-biology research or drug discovery. Microarraying allows the production of scores of replicate slides. Small molecule libraries are typically stored as 10 mM DMSO stock solutions, whereas libraries of biomolecules are typically stored in high percentages of glycerol. Thus, a method is required to print such libraries on microarrays, and then assay them against biological targets. By printing either small molecule libraries or biomolecule libraries in an aqueous solvent containing glycerol, each adherent nanodroplet remains fixed at a position on the microarray by surface tension without the use of wells, without evaporating, and without the need for chemically linking the compound to the surface. Importantly, glycerol is a high boiling point solvent that is fully miscible with DMSO and water and has the additional property of stabilizing various enzymes. The nanoliter volume of the droplet forms the reaction compartment once additional reagents are metered onto the microarray, either by aerosol spray deposition or by addressable acoustic dispensing. Incubation of the nanodroplet microarray in a high humidity environment controls the final water content of the reaction. This platform has been validated for fluorescent HTS assays of protease and kinases as well as for fluorogenic substrate profiling of proteases. Label-free HTS is also possible by running nanoliter HTS reactions on a MALDI target for mass spectrometry (MS) analysis without the need for desalting of the samples. A method is described for running nanoliter-scale multicomponent homogeneous reactions followed by label-free MALDI MS spectrometry analysis of the reactions.
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Affiliation(s)
- Dhaval Gosalia
- Department of Chemical and Biomolecular Engineering, Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA, USA
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Woods D, Butler C, Williams T, Greenwood K. Receptor-based discovery strategies for insecticides and parasiticides: a review. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2010; 692:1-9. [PMID: 21189671 DOI: 10.1007/978-1-4419-6902-6_1] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Drug discovery is an iterative process with high risks and low chance of success. New genomics technologies allow veterinary medicine and agrochemical companies to validate and functionally screen new receptor-based targets, including neuropeptide G-protein coupled receptors, which were previously not amenable to high throughput screening. However this is just the first step in a long process to translate a mechanistic assay hit into a drug on the market. In addition to effectively eradicating pests on crops and parasites on their host, the molecules must also be safe, cheap to synthesise, formulatable and patentable. This is a costly process in which early attrition of unsuitable molecules is key to any successful program. Although first principle discovery is risky the ultimate benefits are considerable and future genomics resources will help to generate higher quality hits to strengthen the discovery pipeline.
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Affiliation(s)
- Debra Woods
- Pfizer Animal Health, Pfizer Inc, 7000 Portage Road, Kalamazoo, MI, 49009, USA.
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34
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Microlitre/millilitre shaken bioreactors in fermentative and biotransformation processes – a review. BIOCATAL BIOTRANSFOR 2009. [DOI: 10.1080/10242420600667684] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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35
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Sung JH, Shuler ML. A micro cell culture analog (microCCA) with 3-D hydrogel culture of multiple cell lines to assess metabolism-dependent cytotoxicity of anti-cancer drugs. LAB ON A CHIP 2009; 9:1385-94. [PMID: 19417905 DOI: 10.1039/b901377f] [Citation(s) in RCA: 310] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
A microfluidic device with 3-D hydrogel cell cultures has been developed to test the cytotoxicity of anti-cancer drugs while reproducing multi-organ interactions. In this device, a micro cell culture analog (microCCA), cells embedded in 3-D hydrogels are cultured in separate chambers representing the liver, tumor, and marrow, which are connected by channels mimicking blood flow. While the microfluidic network provides a platform for mimicking the pharmacokinetic and pharmacodynamic profiles of a drug in humans, the 3-D hydrogel provides a more physiologically realistic environment to mimic the tissue than monolayer culture. Colon cancer cells (HCT-116) and hepatoma cells (HepG2/C3A) were encapsulated in Matrigel and cultured in the tumor and the liver chamber in a microCCA, respectively. Myeloblasts (Kasumi-1) were encapsulated in alginate in the marrow chamber; a stiffer hydrogel was necessary to prevent cell migration out of the matrix. The cytotoxic effect of Tegafur, an oral prodrug of 5-fluorouracil (5-FU), on each cell line was tested using the microCCA with cell-embedded hydrogel. The comparison of experimental results using a 96-well microtiter plate and a microCCA demonstrated that the microCCA was able to reproduce the metabolism of Tegafur to 5-FU in the liver and consequent death of cells by 5-FU, while the cultures in a 96-well microtiter plate were unable to do so. The microCCA utilizing 3-D hydrogel cell cultures has potential as a platform for pharmacokinetic-based drug screening in a more physiologically realistic environment.
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Affiliation(s)
- Jong Hwan Sung
- School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY 14853, USA
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Gilchrist MA, Cacace A, Harden DG. Characterization of the 5-HT2b Receptor in Evaluation of Aequorin Detection of Calcium Mobilization for Miniaturized GPCR High-Throughput Screening. ACTA ACUST UNITED AC 2008; 13:486-93. [DOI: 10.1177/1087057108319212] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Fluorescent detection of calcium mobilization has been used successfully to identify modulators of G-protein—coupled receptors (GPCRs); however, inherent issues with fluorescence may limit its potential for high-throughput screening miniaturization. The data presented here demonstrate that the calcium-sensitive photoprotein aequorin (AequoScreen™), when compared with FLUO-4 in the same cellular background, allows for miniaturization of functional kinetic calcium flux assays, in which the rank order of potency and efficacy was maintained for a series of diverse small-molecule modulators. Small-volume (<10 µL) 384- and 1536-well aequorin assays were implemented by integration of acoustic dispensing (Echo 550™) and kinetic flash luminometry (CyBi Lumax™). The enhanced high signal-to-background ratios observed relative to fluorescence were readily manipulated by altering per-well cell densities and yielded acceptable screening statistics in miniaturized format for both agonist and antagonist screening scenarios. In addition, the authors demonstrate the feasibility of using agonist concentrations less than EC50 in a miniaturized antagonist assay. These features, coupled with improved sample handling, should enhance sensitivity and provide the benefits of miniaturization including cost reduction and throughput gains. ( Journal of Biomolecular Screening 2008:486-493)
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Affiliation(s)
- Mark A. Gilchrist
- HTS CoE, Pfizer Global Research and Development, Groton, Connecticut,
| | - Angela Cacace
- Applied Genomics, Bristol-Myers Squibb Pharmaceuticals Research Institute, Wallingford, Connecticut
| | - David G. Harden
- Lead Discovery, Bristol-Myers Squibb Pharmaceuticals Research Institute, Wallingford, Connecticut
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Wong EY, Diamond SL. Enzyme microarrays assembled by acoustic dispensing technology. Anal Biochem 2008; 381:101-6. [PMID: 18616925 DOI: 10.1016/j.ab.2008.06.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2008] [Revised: 06/13/2008] [Accepted: 06/13/2008] [Indexed: 10/21/2022]
Abstract
Miniaturizing bioassays to the nanoliter scale for high-throughput screening reduces the consumption of reagents that are expensive or difficult to handle. Through the use of acoustic dispensing technology, nanodroplets containing 10 microM ATP (3 microCi/microL (32)P) and reaction buffer in 10% glycerol were positionally dispensed to the surface of glass slides to form 40-nL compartments (100 droplets/slide) for Pim1 (proviral integration site 1) kinase reactions. The reactions were activated by dispensing 4 nL of various levels of a pyridocarbazolo-cyclopentadienyl ruthenium complex Pim1 inhibitor, followed by dispensing 4 nL of a Pim1 kinase and peptide substrate solution to achieve final concentrations of 150 nM enzyme and 10 microM substrate. The microarray was incubated at 30 degrees C (97% R(h)) for 1.5 h. The spots were then blotted to phosphocellulose membranes to capture phosphorylated substrate. With phosphor imaging to quantify the washed membranes, the assay showed that, for doses of inhibitor from 0.75 to 3 microM, Pim1 was increasingly inhibited. Signal-to-background ratios were as high as 165, and average coefficients of variation for the assay were approximately 20%. Coefficients of variation for dispensing typical working buffers were under 5%. Thus, microarrays assembled by acoustic dispensing are promising as cost-effective tools that can be used in protein assay development.
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Affiliation(s)
- E Y Wong
- Penn Center for Molecular Discovery, Institute for Medicine and Engineering, Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
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Hübel K, Lessmann T, Waldmann H. Chemical biology--identification of small molecule modulators of cellular activity by natural product inspired synthesis. Chem Soc Rev 2008; 37:1361-74. [PMID: 18568162 DOI: 10.1039/b704729k] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The aim of this tutorial review is to introduce the reader to the concept, synthesis and application of natural product-inspired compound collections as an important field in chemical biology. This review will discuss how potentially interesting scaffolds can be identified (structural classification of natural products), synthesized in an appropriate manner (including stereoselective transformations for solid phase-bound compounds) and tested in biological assays (cell-based screening as well as biochemical in vitro assays). These approaches will provide the opportunity to identify new and interesting compounds as well as new targets for chemical biology and medicinal chemistry research.
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Affiliation(s)
- Katja Hübel
- Max-Planck-Institute of Molecular Physiology, Otto Hahn-Str. 11, 44227 Dortmund, Germany
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Sathuluri RR, Yamamura S, Tamiya E. Microsystems technology and biosensing. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2008; 109:285-350. [PMID: 17999038 DOI: 10.1007/10_2007_078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
This review addresses the recent developments in miniaturized microsystems or lab-on-a-chip devices for biosensing of different biomolecules: DNA, proteins, small molecules, and cells, especially at the single-molecule and single-cell level. In order to sense these biomolecules with sensitivity we have fabricated chip devices with respect to the biomolecule to be analyzed. The details of the fabrication are also dealt with in this review. We mainly developed microarray and microfluidic chip devices for DNA, protein, and cell analyses. In addition, we have introduced the porous anodic alumina layer chip with nanometer scale and gold nanoparticles for label-free sensing of DNA and protein interactions. We also describe the use of microarray and microfluidic chip devices for cell-based assays and single-cell analysis in drug discovery research.
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Affiliation(s)
- Ramachandra Rao Sathuluri
- School of Materials Science, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan
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Chow D, Nunalee ML, Lim DW, Simnick AJ, Chilkoti A. Peptide-based Biopolymers in Biomedicine and Biotechnology. MATERIALS SCIENCE & ENGINEERING. R, REPORTS : A REVIEW JOURNAL 2008; 62:125-155. [PMID: 19122836 PMCID: PMC2575411 DOI: 10.1016/j.mser.2008.04.004] [Citation(s) in RCA: 190] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Peptides are emerging as a new class of biomaterials due to their unique chemical, physical, and biological properties. The development of peptide-based biomaterials is driven by the convergence of protein engineering and macromolecular self-assembly. This review covers the basic principles, applications, and prospects of peptide-based biomaterials. We focus on both chemically synthesized and genetically encoded peptides, including poly-amino acids, elastin-like polypeptides, silk-like polymers and other biopolymers based on repetitive peptide motifs. Applications of these engineered biomolecules in protein purification, controlled drug delivery, tissue engineering, and biosurface engineering are discussed.
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Affiliation(s)
- Dominic Chow
- Department of Biomedical Engineering, Duke University, Box 90281, Durham, North Carolina 27708-0281
- Center for Biologically Inspired Materials and Materials Systems, Duke University, Durham, NC
| | - Michelle L. Nunalee
- Department of Biomedical Engineering, Duke University, Box 90281, Durham, North Carolina 27708-0281
- Center for Biomolecular and Tissue Engineering, Duke University, Durham, NC
| | - Dong Woo Lim
- Department of Biomedical Engineering, Duke University, Box 90281, Durham, North Carolina 27708-0281
- Center for Biomolecular and Tissue Engineering, Duke University, Durham, NC
| | - Andrew J. Simnick
- Department of Biomedical Engineering, Duke University, Box 90281, Durham, North Carolina 27708-0281
- Center for Biomolecular and Tissue Engineering, Duke University, Durham, NC
| | - Ashutosh Chilkoti
- Department of Biomedical Engineering, Duke University, Box 90281, Durham, North Carolina 27708-0281
- Center for Biologically Inspired Materials and Materials Systems, Duke University, Durham, NC
- Center for Biomolecular and Tissue Engineering, Duke University, Durham, NC
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Rodrigues DJ, Lyons R, Laflin P, Pointon W, Kammonen J. A Three-Stage Experimental Strategy to Evaluate and Validate an Interplate IC50 Format. Assay Drug Dev Technol 2007; 5:805-13. [DOI: 10.1089/adt.2007.096] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Daniel J. Rodrigues
- High Throughput Screening Centre of Emphasis, Worldwide Research, Sandwich, UK
| | | | - Philip Laflin
- Data Support and Management, Worldwide Research, Sandwich, UK
| | - Wayne Pointon
- High Throughput Screening Centre of Emphasis, Worldwide Research, Sandwich, UK
| | - Juha Kammonen
- Primary Pharmacology Group, Worldwide Research, Pfizer Global Research and Development, Sandwich, UK
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Inglese J, Johnson RL, Simeonov A, Xia M, Zheng W, Austin CP, Auld DS. High-throughput screening assays for the identification of chemical probes. Nat Chem Biol 2007; 3:466-79. [PMID: 17637779 DOI: 10.1038/nchembio.2007.17] [Citation(s) in RCA: 434] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
High-throughput screening (HTS) assays enable the testing of large numbers of chemical substances for activity in diverse areas of biology. The biological responses measured in HTS assays span isolated biochemical systems containing purified receptors or enzymes to signal transduction pathways and complex networks functioning in cellular environments. This Review addresses factors that need to be considered when implementing assays for HTS and is aimed particularly at investigators new to this field. We discuss assay design strategies, the major detection technologies and examples of HTS assays for common target classes, cellular pathways and simple cellular phenotypes. We conclude with special considerations for configuring sensitive, robust, informative and economically feasible HTS assays.
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MESH Headings
- Animals
- Catalysis
- Chemistry, Pharmaceutical/instrumentation
- Chemistry, Pharmaceutical/methods
- Drug Design
- Drug Evaluation, Preclinical/instrumentation
- Drug Evaluation, Preclinical/methods
- Enzymes/chemistry
- Humans
- Ions
- Kinetics
- Models, Biological
- Models, Chemical
- Receptors, G-Protein-Coupled/metabolism
- Signal Transduction
- Technology, Pharmaceutical/instrumentation
- Technology, Pharmaceutical/methods
- Transcription, Genetic
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Affiliation(s)
- James Inglese
- US National Institutes of Health Chemical Genomics Center, National Institutes of Health, 9800 Medical Center Drive, Bethesda, Maryland 20892-3370, USA.
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Abstract
Biological systems display a functional diversity, density and efficiency that make them a paradigm for synthetic systems. In natural systems, the cell is the elemental unit and efforts to emulate cells, their components, and organization have relied primarily on the use of bioorganic materials. Impressive advances have been made towards assembling simple genetic systems within cellular scale containers. These biological system assembly efforts are particularly instructive, as we gain command over the directed synthesis and assembly of synthetic nanoscale structures. Advances in nanoscale fabrication, assembly, and characterization are providing the tools and materials for characterizing and emulating the smallest scale features of biology. Further, they are revealing unique physical properties that emerge at the nanoscale. Realizing these properties in useful ways will require attention to the assembly of these nanoscale components. Attention to systems biology principles can lead to the practical development of nanoscale technologies with possible realization of synthetic systems with cell-like complexity. In turn, useful tools for interpreting biological complexity and for interfacing to biological processes will result.
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Affiliation(s)
- Mitchel J Doktycz
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, USA
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Michael L Simpson
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, USA
- Materials Sciences and Technology Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
- Department of Materials Science and Engineering, University of Tennessee, Knoxville, Knoxville, TN, USA
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Zhou X, Lau L, Lam WWL, Au SWN, Zheng B. Nanoliter Dispensing Method by Degassed Poly(dimethylsiloxane) Microchannels and Its Application in Protein Crystallization. Anal Chem 2007; 79:4924-30. [PMID: 17547370 DOI: 10.1021/ac070306p] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
This paper describes a method of dispensing a nanoliter volume of liquid into arrays of microwells through degassed poly(dimethylsiloxane) (PDMS) microchannels. In this method, the PDMS microchannels were reversibly bound to arrays of microwells. The PDMS elastomer was predegassed and served as an internal vacuum pumping source. Various aqueous solutions were infused into arrays of microwells through the reversibly sealed PDMS microchannels. Microwells fabricated in PDMS, poly(methyl methacrylate) (PMMA), and glass were all compatible with this dispensing method. By removing the PDMS microchannels, arrays of droplets confined in the microwells were obtained. Multiplex reaction and screening at the nanoliter scale were carried out by binding two such arrays of microwells to form microchambers. We applied this method to screening the crystallization conditions of four known proteins. Long-term incubation of over 2 months was achieved by employing glass microwells. An unknown protein was then crystallized using the screening method in microwells. The crystals with sufficient size were harvested from the reversibly bound microwells. X-ray diffraction with a resolution of 3.1 Angstrom was obtained.
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Affiliation(s)
- Xuechang Zhou
- Department of Chemistry, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, China
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Simnick AJ, Lim DW, Chow D, Chilkoti A. Biomedical and Biotechnological Applications of Elastin-Like Polypeptides. POLYM REV 2007. [DOI: 10.1080/15583720601109594] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Groß G, Wurziger H, Schlingloff G, Schober A. Microreactor Array Assembly, Designed for Diversity Oriented Synthesis Using a Multiple Core Structure Library on Solid Support. ACTA ACUST UNITED AC 2006. [DOI: 10.1002/qsar.200640120] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Bergsdorf C, Gewiese N, Stolz A, Mann R, Parczyk K, Bömer U. A Cost-Effective Solution to Reduce Dead Volume of a Standard Dispenser System by a Factor of 5. ACTA ACUST UNITED AC 2006; 11:407-12. [PMID: 16490776 DOI: 10.1177/1087057105285828] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A key trend in high-throughput screening is assay miniaturization to control reagent costs and increase throughput. For this purpose, liquid-handling devices are used that transfer nano-to low-microliter volumes into all currently used microtiter well plates. One drawback of many available dispenser and pipetting systems are high dead volumes. Therefore, the authors were looking for an easy and simple solution to modify their standard liquid-handling device, PerkinElmer’s FlexDrop™ Precision IV, allowing for a dead volume reduction to receive maximum benefit from miniaturized assay formats. Internal reservoirs were developed and constructed by Schering’s Technical Development Laboratory (TDL), which are directly connected to the dispenser banks of FlexDrop™ without tubing. Using these newly built reservoirs, the dead volume was decreased by a factor of 5 in comparison to the manufacturer’s reservoirs without compromising liquid-handling parameters such as accuracy and precision. The modified system displayed a high robustness and reliability under routine high-throughput screening conditions.
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Affiliation(s)
- Christian Bergsdorf
- Department of Assay Development and High-Throughput Screening/Enabling Technologies, Schering AG, Berlin, Germany.
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Abstract
Miniaturization can expand the capability of existing bioassays, separation technologies and chemical synthesis techniques. Although a reduction in size to the micrometre scale will usually not change the nature of molecular reactions, laws of scale for surface per volume, molecular diffusion and heat transport enable dramatic increases in throughput. Besides the many microwell-plate- or bead-based methods, microfluidic chips have been widely used to provide small volumes and fluid connections and could eventually outperform conventionally used robotic fluid handling. Moreover, completely novel applications without a macroscopic equivalent have recently been developed. This article reviews current and future applications of microfluidics and highlights the potential of 'lab-on-a-chip' technology for drug discovery.
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Affiliation(s)
- Petra S Dittrich
- ISAS - Institute for Analytical Sciences, Bunsen-Kirchhoff-Str. 11, D44139 Dortmund, Germany.
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