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Kang DK, Gong X, Cho S, Kim JY, Edel JB, Chang SI, Choo J, deMello AJ. 3D Droplet Microfluidic Systems for High-Throughput Biological Experimentation. Anal Chem 2015; 87:10770-8. [DOI: 10.1021/acs.analchem.5b02402] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Dong-Ku Kang
- Department of Chemistry, Imperial College London, South
Kensington, London SW7 2AZ, United Kingdom
| | - Xiuqing Gong
- Department of Chemistry, Imperial College London, South
Kensington, London SW7 2AZ, United Kingdom
| | - Soongwon Cho
- Department of Chemistry, Imperial College London, South
Kensington, London SW7 2AZ, United Kingdom
| | - Jin-young Kim
- Department of Chemistry, Imperial College London, South
Kensington, London SW7 2AZ, United Kingdom
| | - Joshua B. Edel
- Department of Chemistry, Imperial College London, South
Kensington, London SW7 2AZ, United Kingdom
| | - Soo-Ik Chang
- Department of Biochemistry, Chungbuk National University, Cheongjoo 361-763, South Korea
| | - Jaebum Choo
- Department of Bionano Technology, Hanyang University, Sa-3-dong 1271, Ansan 426-791, South Korea
| | - Andrew J. deMello
- Department of Chemistry, Imperial College London, South
Kensington, London SW7 2AZ, United Kingdom
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2
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Ghavami S, Wolkenhauer O, Lahouti F, Ullah M, Linnebacher M. Accounting for randomness in measurement and sampling in studying cancer cell population dynamics. IET Syst Biol 2014; 8:230-41. [PMID: 25257023 DOI: 10.1049/iet-syb.2013.0031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Knowing the expected temporal evolution of the proportion of different cell types in sample tissues gives an indication about the progression of the disease and its possible response to drugs. Such systems have been modelled using Markov processes. We here consider an experimentally realistic scenario in which transition probabilities are estimated from noisy cell population size measurements. Using aggregated data of FACS measurements, we develop MMSE and ML estimators and formulate two problems to find the minimum number of required samples and measurements to guarantee the accuracy of predicted population sizes. Our numerical results show that the convergence mechanism of transition probabilities and steady states differ widely from the real values if one uses the standard deterministic approach for noisy measurements. This provides support for our argument that for the analysis of FACS data one should consider the observed state as a random variable. The second problem we address is about the consequences of estimating the probability of a cell being in a particular state from measurements of small population of cells. We show how the uncertainty arising from small sample sizes can be captured by a distribution for the state probability.
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Affiliation(s)
- Siavash Ghavami
- Department of Systems Biology and Bioinformatics, University of Rostock, Rostock, Germany.
| | - Olaf Wolkenhauer
- Stellenbosch Institute for Advanced Study (STIAS), Wallenberg Research Centre at Stellenbosch University, Stellenbosch, South Africa
| | - Farshad Lahouti
- Center for Wireless Multimedia Communications, Center of Excellence in Applied Electromagnetic Systems, School of Electrical & Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran
| | - Mukhtar Ullah
- Department of Systems Biology and Bioinformatics, University of Rostock, Rostock, Germany
| | - Michael Linnebacher
- Department of General, Thoracic, Vascular and Transplantation Surgery, University of Rostock, Rostock, Germany
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3
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Gibb TR, Ivanov AP, Edel JB, Albrecht T. Single Molecule Ionic Current Sensing in Segmented Flow Microfluidics. Anal Chem 2014; 86:1864-71. [DOI: 10.1021/ac403921m] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
- Thomas R. Gibb
- Department of Chemistry, Imperial College London, South Kensington Campus, London, SW7
2AZ, United Kingdom
| | - Aleksandar P. Ivanov
- Department of Chemistry, Imperial College London, South Kensington Campus, London, SW7
2AZ, United Kingdom
| | - Joshua B. Edel
- Department of Chemistry, Imperial College London, South Kensington Campus, London, SW7
2AZ, United Kingdom
| | - Tim Albrecht
- Department of Chemistry, Imperial College London, South Kensington Campus, London, SW7
2AZ, United Kingdom
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4
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Li Y, Luo D. Multiplexed molecular detection using encoded microparticles and nanoparticles. Expert Rev Mol Diagn 2014; 6:567-74. [PMID: 16824030 DOI: 10.1586/14737159.6.4.567] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Signal-encoded microparticles and nanoparticles have been used to label many reactions simultaneously for target identification in assays, and thus are an indispensable part of multiplex technologies. With the increasing demand for multiplexed molecular detection, encoded particles have evolved from pattern encoding to signal-intensity encoding, and also from signal-molecule encapsulation to signal-molecule tagging. The fabrication and utilization of such nano- and microparticles should advance multiplexed analysis. This short review focuses on how these encoded particles work and briefly touches on their applications in multiplexed molecular detection.
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Affiliation(s)
- Yougen Li
- California Institute of Technology, Division of Chemistry & Chemical Engineering, Caltech 210-41, 1200 E. California Blvd, Pasadena, CA 91125, USA.
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5
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Dorfman KD, King SB, Olson DW, Thomas JDP, Tree DR. Beyond gel electrophoresis: microfluidic separations, fluorescence burst analysis, and DNA stretching. Chem Rev 2013; 113:2584-667. [PMID: 23140825 PMCID: PMC3595390 DOI: 10.1021/cr3002142] [Citation(s) in RCA: 141] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Kevin D. Dorfman
- Department of Chemical Engineering and Materials Science, University of Minnesota — Twin Cities, 421 Washington Ave. SE, Minneapolis, MN 55455, Phone: 1-612-624-5560. Fax: 1-612-626-7246
| | - Scott B. King
- Department of Chemical Engineering and Materials Science, University of Minnesota — Twin Cities, 421 Washington Ave. SE, Minneapolis, MN 55455, Phone: 1-612-624-5560. Fax: 1-612-626-7246
| | - Daniel W. Olson
- Department of Chemical Engineering and Materials Science, University of Minnesota — Twin Cities, 421 Washington Ave. SE, Minneapolis, MN 55455, Phone: 1-612-624-5560. Fax: 1-612-626-7246
| | - Joel D. P. Thomas
- Department of Chemical Engineering and Materials Science, University of Minnesota — Twin Cities, 421 Washington Ave. SE, Minneapolis, MN 55455, Phone: 1-612-624-5560. Fax: 1-612-626-7246
| | - Douglas R. Tree
- Department of Chemical Engineering and Materials Science, University of Minnesota — Twin Cities, 421 Washington Ave. SE, Minneapolis, MN 55455, Phone: 1-612-624-5560. Fax: 1-612-626-7246
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6
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Donzella V, Crea F. Optical biosensors to analyze novel biomarkers in oncology. JOURNAL OF BIOPHOTONICS 2011; 4:442-452. [PMID: 21567973 DOI: 10.1002/jbio.201000123] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2010] [Revised: 04/18/2011] [Accepted: 04/25/2011] [Indexed: 05/28/2023]
Abstract
Many cancer types are characterized by poor survival and unpredictable therapy response. Easy-to-perform molecular analyses may help patient stratification and treatment tailoring. Several integrated devices have been proposed to overcome current analysis equipment limitations. They offer improved sensitivity and easy availability of parallel detection. Particularly, unlabelled optical biosensors combine the manifold advantages of integrated sensors (e.g. easy handling, portability and low-volume requirement) with detection of target molecules in their original form. Here, we review integrated optical biosensor current features, and discuss their possible application to the detection of protein variants from body fluids, with particular regard to histone modifications. Indeed, histone post-translational modifications are a set of epigenetic markers frequently deregulated in cancer. Available technology does not allow a comprehensive analysis of all histone modifications in a single patient. Thus, label-free optical biosensors may pave the way to the discovery and detection of a novel class of biomarkers in oncology.
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Affiliation(s)
- Valentina Donzella
- Scuola Superiore Sant'Anna, Piazza Martiri della Liberta' 33, 56100 Pisa, Italy.
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7
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Nanoscale Techniques for Biomarker Quantification. Biomarkers 2010. [DOI: 10.1002/9780470918562.ch18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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8
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Lee JB, Campolongo MJ, Kahn JS, Roh YH, Hartman MR, Luo D. DNA-based nanostructures for molecular sensing. NANOSCALE 2010; 2:188-197. [PMID: 20644794 DOI: 10.1039/b9nr00142e] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Nanotechnology has opened up new avenues towards ultra-sensitive, highly selective detection of biological molecules and toxic agents, as well as for therapeutic targeting and screening. Though the goals may seem singular, there is no universal method to identify or detect a molecular target. Each system is application-specific and must not only identify the target, but also transduce this interaction into a meaningful signal rapidly, reliably, and inexpensively. This review focuses on the current capabilities and future directions of DNA-based nanostructures in sensing and detection.
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Affiliation(s)
- Jong Bum Lee
- Department of Biological & Environmental Engineering, Cornell University, 226 Riley Robb, Ithaca, New York 14853, USA
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9
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Mir KU, Qi H, Salata O, Scozzafava G. Sequencing by Cyclic Ligation and Cleavage (CycLiC) directly on a microarray captured template. Nucleic Acids Res 2008; 37:e5. [PMID: 19015154 PMCID: PMC2615607 DOI: 10.1093/nar/gkn906] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Next generation sequencing methods that can be applied to both the resequencing of whole genomes and to the selective resequencing of specific parts of genomes are needed. We describe (i) a massively scalable biochemistry, Cyclical Ligation and Cleavage (CycLiC) for contiguous base sequencing and (ii) apply it directly to a template captured on a microarray. CycLiC uses four color-coded DNA/RNA chimeric oligonucleotide libraries (OL) to extend a primer, a base at a time, along a template. The cycles comprise the steps: (i) ligation of OLs, (ii) identification of extended base by label detection, and (iii) cleavage to remove label/terminator and undetermined bases. For proof-of-principle, we show that the method conforms to design and that we can read contiguous bases of sequence correctly from a template captured by hybridization from solution to a microarray probe. The method is amenable to massive scale-up, miniaturization and automation. Implementation on a microarray format offers the potential for both selection and sequencing of a large number of genomic regions on a single platform. Because the method uses commonly available reagents it can be developed further by a community of users.
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Affiliation(s)
- Kalim U Mir
- The Wellcome Trust Centre for Human Genetics, Oxford University, Oxford, UK.
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10
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Moran-Mirabal JM, Craighead HG. Zero-mode waveguides: Sub-wavelength nanostructures for single molecule studies at high concentrations. Methods 2008; 46:11-7. [DOI: 10.1016/j.ymeth.2008.05.010] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2008] [Accepted: 05/22/2008] [Indexed: 11/16/2022] Open
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11
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Conformation, length, and speed measurements of electrodynamically stretched DNA in nanochannels. Biophys J 2008; 95:273-86. [PMID: 18339746 DOI: 10.1529/biophysj.107.121020] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A method is presented to rapidly and precisely measure the conformation, length, speed, and fluorescence intensity of single DNA molecules constrained by a nanochannel. DNA molecules were driven electrophoretically from a nanoslit into a nanochannel to confine and dynamically elongate them beyond their equilibrium length for repeated detection via laser-induced fluorescence spectroscopy. A single-molecule analysis algorithm was developed to analytically model bursts of fluorescence and determine the folding conformation of each stretched molecule. This technique achieved a molecular length resolution of 114 nm and an analysis time of around 20 ms per molecule, which enabled the sensitive investigation of several aspects of the physical behavior of DNA in a nanochannel. lambda-bacteriophage DNA was used to study the dependence of stretching on the applied device bias, the effect of conformation on speed, and the amount of DNA fragmentation in the device. A mixture of lambda-bacteriophage with the fragments of its own HindIII digest, a standard DNA ladder, was sized by length as well as by fluorescence intensity, which also allowed the characterization of DNA speed in a nanochannel as a function of length over two and a half orders of magnitude.
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12
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Jing N, Kameoka J, Su CB, Chou CK, Hung MC. Nanofluidic Devices for Single Molecule Identification. J PHOTOPOLYM SCI TEC 2008. [DOI: 10.2494/photopolymer.21.531] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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13
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Stavis SM, Corgié SC, Cipriany BR, Craighead HG, Walker LP. Single molecule analysis of bacterial polymerase chain reaction products in submicrometer fluidic channels. BIOMICROFLUIDICS 2007; 1:34105. [PMID: 19693361 PMCID: PMC2716917 DOI: 10.1063/1.2789565] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2007] [Accepted: 09/04/2007] [Indexed: 05/05/2023]
Abstract
Laser induced fluorescence in submicrometer fluidic channels was used to characterize the synthesis of polymerase chain reaction (PCR) products from a model bacterial system in order to explore the advantages and limitations of on chip real time single molecule PCR analysis. Single oligonucleotide universal bacterial primers and PCR amplicons from the 16S rDNA of Thermobifida fusca (325 bp) were directly detected at all phases of the reaction with low sample consumption and without post-amplification purification or size screening. Primers were fluorescently labeled with single Alexa Fluor 488 or Alexa Fluor 594 fluorophores, resulting in double labeled, two color amplicons. PCR products were driven electrokinetically through a fused silica channel with a 250 nm by 500 nm rectangular cross section. Lasers with 488 nm and 568 nm wavelengths were focused and overlapped on the channel for fluorescence excitation. All molecules entering the channel were rapidly and uniformly analyzed. Photon burst analysis was used to detect and identify individual primers and amplicons, and fluorescence correlation and cross-correlation spectroscopy were used to account for analyte flow speed. Conventional gel and capillary electrophoresis were also used to characterize the PCR amplification, and the results of differences in detection sensitivity and analyte discrimination were examined. Limits were imposed by the purity and labeling efficiency of the PCR reagents, which must be improved in parallel with increases in detection sensitivity.
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Affiliation(s)
- Samuel M Stavis
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, New York 14853, USA
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14
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Chansin GAT, Mulero R, Hong J, Kim MJ, DeMello AJ, Edel JB. Single-molecule spectroscopy using nanoporous membranes. NANO LETTERS 2007; 7:2901-6. [PMID: 17718589 DOI: 10.1021/nl071855d] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
We describe a novel approach for optically detecting DNA translocation events through an array of solid-state nanopores that potentially allows for ultra high-throughput, parallel detection at the single-molecule level. The approach functions by electrokinetically driving DNA strands through sub micrometer-sized holes on an aluminum/silicon nitride membrane. During the translocation process, the molecules are confined to the walls of the nanofluidic channels, allowing 100% detection efficiency. Importantly, the opaque aluminum layer acts as an optical barrier between the illuminated region and the analyte reservoir. In these conditions, high-contrast imaging of single-molecule events can be performed. To demonstrate the efficiency of the approach, a 10 pM fluorescently labeled lambda-DNA solution was used as a model system to detect simultaneous translocation events using electron multiplying CCD imaging. Single-pore translocation events are also successfully detected using single-point confocal spectroscopy.
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Affiliation(s)
- Guillaume A T Chansin
- Institute of Biomedical Engineering, Imperial College London, South Kensington, SW7 2AZ, United Kingdom
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15
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Srisa-Art M, deMello AJ, Edel JB. High-Throughput DNA Droplet Assays Using Picoliter Reactor Volumes. Anal Chem 2007; 79:6682-9. [PMID: 17676925 DOI: 10.1021/ac070987o] [Citation(s) in RCA: 126] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The online characterization and detection of individual droplets at high speeds, low analyte concentrations, and perfect detection efficiencies is a significant challenge underpinning the application of microfluidic droplet reactors to high-throughput chemistry and biology. Herein, we describe the integration of confocal fluorescence spectroscopy as a high-efficiency detection method for droplet-based microfluidics. Issues such as surface contamination, rapid mixing, and rapid detection, as well as low detections limits have been addressed with the approach described when compared to conventional laminar flow-based fluidics. Using such a system, droplet size, droplet shape, droplet formation frequencies, and droplet compositions can be measured accurately and precisely at kilohertz frequencies. Taking advantage of this approach, we demonstrate a high-throughput biological assay based on fluorescence resonance energy transfer (FRET). By attaching a FRET donor (Alexa Fluor 488) to streptavidin and labeling a FRET acceptor (Alexa Fluor 647) on one DNA strand and biotin on the complementary strand, donor and acceptor molecules are brought in proximity due to streptavidin-biotin binding, resulting in FRET. Fluorescence bursts of the donor and acceptor from each droplet can be monitored simultaneously using separate avalanche photodiode detectors operating in single photon counting mode. Binding assays were investigated and compared between fixed streptavidin and DNA concentrations. Binding curves fit perfectly to Hill-Waud models, and the binding ratio between streptavidin and biotin was evaluated and found to be in agreement with the biotin binding sites on streptavidin. FRET efficiency for this FRET pair was also investigated from the binding results. Efficiency results show that this detection system can precisely measure FRET even at low FRET efficiencies.
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Affiliation(s)
- Monpichar Srisa-Art
- Department of Chemistry and Institute of Biomedical Engineering, Imperial College London, South Kensington, London, UK
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16
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Edel JB, Lahoud P, Cass AEG, deMello AJ. Discrimination between single Escherichia coli cells using time-resolved confocal spectroscopy. J Phys Chem B 2007; 111:1129-34. [PMID: 17266266 DOI: 10.1021/jp066267n] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
We describe a technique for rapidly discriminating between single-cell populations within a flowing microfluidic stream. Single-cell time-correlated single-photon counting (scTCSPC) as well as photon burst spectroscopy are used to characterize individual Escherichia coli cells expressed with either green, cyano, or yellow fluorescent protein. The approach utilizes standard confocal fluorescence microscopy incorporating femtoliter detection volumes. The measured burst width characteristics are predominately governed by the fluorescence quantum yield and absorption cross section of the proteins used. It is these characteristics which were used to distinguish between cells with high precision. By utilizing scTCSPC individual fluorescence lifetimes originating from single cells could also be determined. Average fluorescence lifetimes are determined using standard deconvolution procedures. The simplicity of the approach for obtaining well-defined burst width distributions is expected to be extremely valuable for single-cell sorting experiments.
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Affiliation(s)
- Joshua B Edel
- Institute of Biomedical Engineering, Department of Chemistry, South Kensington, London, SW7 2AZ, United Kingdom
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17
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Huebner A, Srisa-Art M, Holt D, Abell C, Hollfelder F, deMello AJ, Edel JB. Quantitative detection of protein expression in single cells using droplet microfluidics. Chem Commun (Camb) 2007:1218-20. [PMID: 17356761 DOI: 10.1039/b618570c] [Citation(s) in RCA: 260] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We demonstrate that single cells can be controllably compartmentalized within aqueous microdroplets; using such an approach we perform high-throughput screening by detecting the expression of a fluorescent protein in individual cells with simultaneous measurement of droplet size and cell occupancy.
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Affiliation(s)
- A Huebner
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
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18
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Mannion JT, Craighead HG. Nanofluidic structures for single biomolecule fluorescent detection. Biopolymers 2007; 85:131-43. [PMID: 17103421 DOI: 10.1002/bip.20629] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Fluid-filled nanofabricated cavities can be used to increase the spatial resolution of single molecule confocal microscopy based techniques by creating smaller and more uniformly illuminated probe volumes. Such structures may also be used to temporarily stretch single macromolecules, permitting the resolution of molecular details that would otherwise be beyond the capabilities of a diffraction limited system.
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Affiliation(s)
- J T Mannion
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY, USA
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Abstract
Advances in technology have allowed chemical sampling with high spatial resolution and the manipulation and measurement of individual molecules. Adaptation of these approaches to lab-on-a-chip formats is providing a new class of research tools for the investigation of biochemistry and life processes.
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Affiliation(s)
- Harold Craighead
- Applied and Engineering Physics, 205 Clark Hall, Cornell University, Ithaca, New York 14853, USA.
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Abstract
Long admired for its informational role in the cell, DNA is now emerging as an ideal molecule for molecular nanotechnology. Biologists and biochemists have discovered DNA sequences and structures with new functional properties, which are able to prevent the expression of harmful genes or detect macromolecules at low concentrations. Physical and computational scientists can design rigid DNA structures that serve as scaffolds for the organization of matter at the molecular scale, and can build simple DNA-computing devices, diagnostic machines and DNA motors. The integration of biological and engineering advances offers great potential for therapeutic and diagnostic applications, and for nanoscale electronic engineering.
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Affiliation(s)
- Anne Condon
- The Department of Computer Science, 2366 Main Mall, University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada.
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