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Xin L, Xiao W, Che L, Liu J, Miccio L, Bianco V, Memmolo P, Ferraro P, Li X, Pan F. Label-Free Assessment of the Drug Resistance of Epithelial Ovarian Cancer Cells in a Microfluidic Holographic Flow Cytometer Boosted through Machine Learning. ACS OMEGA 2021; 6:31046-31057. [PMID: 34841147 PMCID: PMC8613806 DOI: 10.1021/acsomega.1c04204] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 10/29/2021] [Indexed: 05/13/2023]
Abstract
About 75% of epithelial ovarian cancer (EOC) patients suffer from relapsing and develop drug resistance after primary chemotherapy. The commonly used clinical examinations and biological tumor tissue models for chemotherapeutic sensitivity are time-consuming and expensive. Research studies showed that the cell morphology-based method is promising to be a new route for chemotherapeutic sensitivity evaluation. Here, we offer how the drug resistance of EOC cells can be assessed through a label-free and high-throughput microfluidic flow cytometer equipped with a digital holographic microscope reinforced by machine learning. It is the first time that such type of assessment is performed to the best of our knowledge. Several morphologic and texture features at a single-cell level have been extracted from the quantitative phase images. In addition, we compared four common machine learning algorithms, including naive Bayes, decision tree, K-nearest neighbors, support vector machine (SVM), and fully connected network. The result shows that the SVM classifier achieves the optimal performance with an accuracy of 92.2% and an area under the curve of 0.96. This study demonstrates that the proposed method achieves high-accuracy, high-throughput, and label-free assessment of the drug resistance of EOC cells. Furthermore, it reflects strong potentialities to develop data-driven individualized chemotherapy treatments in the future.
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Affiliation(s)
- Lu Xin
- Key
Laboratory of Precision Opto-mechatronics Technology, School of Instrumentation
& Optoelectronic Engineering, Beihang
University, Beijing 100191, China
| | - Wen Xiao
- Key
Laboratory of Precision Opto-mechatronics Technology, School of Instrumentation
& Optoelectronic Engineering, Beihang
University, Beijing 100191, China
| | - Leiping Che
- Key
Laboratory of Precision Opto-mechatronics Technology, School of Instrumentation
& Optoelectronic Engineering, Beihang
University, Beijing 100191, China
| | - JinJin Liu
- Department
of Obstetrics and Gynecology, Peking University
People’s Hospital, Beijing 100044, China
| | - Lisa Miccio
- CNR,
Institute of Applied Sciences & Intelligent Systems (ISASI) “E.
Caianiello”, via
Campi Flegrei 34, 80078 Pozzuoli, Italy
| | - Vittorio Bianco
- CNR,
Institute of Applied Sciences & Intelligent Systems (ISASI) “E.
Caianiello”, via
Campi Flegrei 34, 80078 Pozzuoli, Italy
| | - Pasquale Memmolo
- CNR,
Institute of Applied Sciences & Intelligent Systems (ISASI) “E.
Caianiello”, via
Campi Flegrei 34, 80078 Pozzuoli, Italy
| | - Pietro Ferraro
- CNR,
Institute of Applied Sciences & Intelligent Systems (ISASI) “E.
Caianiello”, via
Campi Flegrei 34, 80078 Pozzuoli, Italy
| | - Xiaoping Li
- Department
of Obstetrics and Gynecology, Peking University
People’s Hospital, Beijing 100044, China
| | - Feng Pan
- Key
Laboratory of Precision Opto-mechatronics Technology, School of Instrumentation
& Optoelectronic Engineering, Beihang
University, Beijing 100191, China
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2
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Zhang T, Namoto M, Okano K, Akita E, Teranishi N, Tang T, Anggraini D, Hao Y, Tanaka Y, Inglis D, Yalikun Y, Li M, Hosokawa Y. Hydrodynamic particle focusing enhanced by femtosecond laser deep grooving at low Reynolds numbers. Sci Rep 2021; 11:1652. [PMID: 33462348 PMCID: PMC7813873 DOI: 10.1038/s41598-021-81190-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 01/04/2021] [Indexed: 02/08/2023] Open
Abstract
Microfluidic focusing of particles (both synthetic and biological), which enables precise control over the positions of particles in a tightly focused stream, is a prerequisite step for the downstream processing, such as detection, trapping and separation. In this study, we propose a novel hydrodynamic focusing method by taking advantage of open v-shaped microstructures on a glass substrate engraved by femtosecond pulse (fs) laser. The fs laser engraved microstructures were capable of focusing polystyrene particles and live cells in rectangular microchannels at relatively low Reynolds numbers (Re). Numerical simulations were performed to explain the mechanisms of particle focusing and experiments were carried out to investigate the effects of groove depth, groove number and flow rate on the performance of the groove-embedded microchannel for particle focusing. We found out that 10-µm polystyrene particles are directed toward the channel center under the effects of the groove-induced secondary flows in low-Re flows, e.g. Re < 1. Moreover, we achieved continuous focusing of live cells with different sizes ranging from 10 to 15 µm, i.e. human T-cell lymphoma Jurkat cells, rat adrenal pheochromocytoma PC12 cells and dog kidney MDCK cells. The glass grooves fabricated by fs laser are expected to be integrated with on-chip detection components, such as contact imaging and fluorescence lifetime-resolved imaging, for various biological and biomedical applications, where particle focusing at a relatively low flow rate is desirable.
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Affiliation(s)
- Tianlong Zhang
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan ,grid.1004.50000 0001 2158 5405School of Engineering, Macquarie University, Sydney, 2122 Australia
| | - Misuzu Namoto
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Kazunori Okano
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Eri Akita
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Norihiro Teranishi
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Tao Tang
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Dian Anggraini
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Yansheng Hao
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Yo Tanaka
- grid.7597.c0000000094465255Center for Biosystems Dynamics Research, RIKEN, Osaka, 565-0871 Japan
| | - David Inglis
- grid.1004.50000 0001 2158 5405School of Engineering, Macquarie University, Sydney, 2122 Australia
| | - Yaxiaer Yalikun
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
| | - Ming Li
- grid.1004.50000 0001 2158 5405School of Engineering, Macquarie University, Sydney, 2122 Australia
| | - Yoichiroh Hosokawa
- grid.260493.a0000 0000 9227 2257Division of Materials Science, Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, 630-0192 Japan
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3
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Experimental Measurement of Particle Velocity in a High Reynolds Micro-channel Flow. BIOCHIP JOURNAL 2020. [DOI: 10.1007/s13206-020-4308-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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4
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A Review of Secondary Flow in Inertial Microfluidics. MICROMACHINES 2020; 11:mi11050461. [PMID: 32354106 PMCID: PMC7280964 DOI: 10.3390/mi11050461] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 04/23/2020] [Accepted: 04/27/2020] [Indexed: 11/17/2022]
Abstract
Inertial microfluidic technology, which can manipulate the target particle entirely relying on the microchannel characteristic geometry and intrinsic hydrodynamic effect, has attracted great attention due to its fascinating advantages of high throughput, simplicity, high resolution and low cost. As a passive microfluidic technology, inertial microfluidics can precisely focus, separate, mix or trap target particles in a continuous and high-flow-speed manner without any extra external force field. Therefore, it is promising and has great potential for a wide range of industrial, biomedical and clinical applications. In the regime of inertial microfluidics, particle migration due to inertial effects forms multiple equilibrium positions in straight channels. However, this is not promising for particle detection and separation. Secondary flow, which is a relatively minor flow perpendicular to the primary flow, may reduce the number of equilibrium positions as well as modify the location of particles focusing within channel cross sections by applying an additional hydrodynamic drag. For secondary flow, the pattern and magnitude can be controlled by the well-designed channel structure, such as curvature or disturbance obstacle. The magnitude and form of generated secondary flow are greatly dependent on the disturbing microstructure. Therefore, many inventive and delicate applications of secondary flow in inertial microfluidics have been reported. In this review, we comprehensively summarize the usage of the secondary flow in inertial microfluidics.
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5
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Valverde LR, Li B, Schroeder CM, Wilson WL. In Situ Photophysical Characterization of π-Conjugated Oligopeptides Assembled via Continuous Flow Processing. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:10947-10957. [PMID: 31340647 DOI: 10.1021/acs.langmuir.9b01360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Bioinspired materials have been developed with the aim of harnessing natural self-assembly for precisely engineered functionality. Microfluidics is poised to play a key role in the directed assembly of advanced materials with ordered nano and mesoscale features. More importantly, there is a strong need for understanding the kinetics of continuous assembly processes. In this work, we describe a continuous microfluidic system for the assembly and alignment of synthetic oligopeptides with π-conjugated cores using a three-dimensional (3D) flow focusing of inlet reactant streams. This system facilitates in situ confocal fluorescence microscopy and in situ fluorescence lifetime imaging microscopy (FLIM), which can be used in unprecedented capacity to characterize the integrity of peptides during the assembly process. To achieve continuous assembly, we integrate chevron patterns in the ceiling and floor of the microdevice to generate a 3D-focused sheath flow of the reactant peptide. Consequently, the peptide stream is directed toward an acidic triggering stream in a cross-slot geometry which mediates assembly into higher-order fiber-like structures. Using this approach, the focused peptide stream is assembled using a planar extensional flow, which ensures high degrees of microstructural alignment within the assembled material. We demonstrate the efficacy of this approach using three different synthetic oligopeptides, and in all cases, we observe the efficient and continuous assembly of oligopeptides. In addition, finite element simulations are used to guide device design and to validate 3D focusing. Overall, this approach presents an efficient and effective method for the continuous assembly and alignment of ordered materials using microfluidics.
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Affiliation(s)
- Lawrence R Valverde
- Department of Materials Science and Engineering , University of Illinois at Urbana-Champaign , 1304 West Green Street , Urbana , Illinois 61801 , United States
| | - Bo Li
- Department of Chemical and Biomolecular Engineering , University of Illinois at Urbana-Champaign , 600 South Mathews Avenue , Urbana , Illinois 61801 , United States
| | - Charles M Schroeder
- Department of Materials Science and Engineering , University of Illinois at Urbana-Champaign , 1304 West Green Street , Urbana , Illinois 61801 , United States
- Department of Chemical and Biomolecular Engineering , University of Illinois at Urbana-Champaign , 600 South Mathews Avenue , Urbana , Illinois 61801 , United States
| | - William L Wilson
- Department of Materials Science and Engineering , University of Illinois at Urbana-Champaign , 1304 West Green Street , Urbana , Illinois 61801 , United States
- Frederick Seitz Materials Research Laboratory , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
- Center for Nanoscale Systems, Faculty of Arts and Sciences, Harvard University , Cambridge , Massachusetts 02138 , United States
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6
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Sharifi F, Patel BB, McNamara MC, Meis PJ, Roghair MN, Lu M, Montazami R, Sakaguchi DS, Hashemi NN. Photo-Cross-Linked Poly(ethylene glycol) Diacrylate Hydrogels: Spherical Microparticles to Bow Tie-Shaped Microfibers. ACS APPLIED MATERIALS & INTERFACES 2019; 11:18797-18807. [PMID: 31042026 DOI: 10.1021/acsami.9b05555] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Bow tie-shaped fibers and spherical microparticles with controlled dimensions and shapes were fabricated with poly(ethylene glycol) diacrylate hydrogel utilizing hydrodynamic shear principles and a photopolymerization strategy under a microfluidic regime. Decreasing the flow rate ratio between the core and sheath fluids from 25 (50:2) to 1.25 (100:80) resulted in increasing the particles size and reducing the production rate by 357 and 86%, respectively. The width of the fibers increased by a factor of 1.4 when the flow rate ratio was reduced from 2.5 to 1 due to the decrease of the shear force at the fluid/fluid interface. The stress at break and Young's modulus of the fibers were enhanced by 32 and 63%, respectively, when the sheath-to-core flow rate ratio decreased from 100:40 to 100:80. The fiber fabrication was simulated using the finite element method, and the numerical and experimental results were in agreement. Adult hippocampal stem/progenitor cells and bone-marrow-derived multipotent mesenchymal stromal cells were seeded onto the fibrous scaffolds in vitro, and cellular adhesion, proliferation, and differentiation were investigated. Microgrooves on the fibers' surface were shown to positively affect cell adhesion when compared to flat fibers and planar controls.
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7
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Mukherjee P, Wang X, Zhou J, Papautsky I. Single stream inertial focusing in low aspect-ratio triangular microchannels. LAB ON A CHIP 2018; 19:147-157. [PMID: 30488049 DOI: 10.1039/c8lc00973b] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
A wide range of microfluidic devices for single stream focusing of cells and particles has emerged in recent years, based on both passive and active methods. Inertial microfluidics offers an attractive alternative to these methods, providing efficient and sheathless passive focusing of cells and beads. Nevertheless, in rectangular microchannels, the presence of multiple equilibrium positions necessitates complicated solutions involving manipulation of the 3D structure in order to achieve single stream flows. Here, we present a new approach to single-stream inertial focusing based on a triangular microchannel geometry. Changing the channel cross-sectional shape leads to asymmetry in the velocity profile, resulting in a size-dependent single stable equilibrium position near the channel apex. We demonstrate that soft lithography masters for such microchannels can be fabricated using PMMA through micromilling, and 15 μm diameter beads can be efficiently focused into a single stream. Confocal microscopy was used to confirm the focusing positions in the microchannel cross-section. We further integrated this device with a laser counting system to form a sheathless flow cytometer and demonstrated the counting of beads with an ∼326 s -1 throughput. The use of a triangular cross-section offers a number of benefits, including simplicity of the fundamental principle and geometry, control of design, a small footprint, and ease of integration, as well as high-precision single position focusing.
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Affiliation(s)
- Prithviraj Mukherjee
- Department of Bioengineering, University of Illinois at Chicago, 851 S. Morgan Street, 218 SEO, Chicago, IL 60607, USA.
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8
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Bemetz J, Wegemann A, Saatchi K, Haase A, Häfeli UO, Niessner R, Gleich B, Seidel M. Microfluidic-Based Synthesis of Magnetic Nanoparticles Coupled with Miniaturized NMR for Online Relaxation Studies. Anal Chem 2018; 90:9975-9982. [DOI: 10.1021/acs.analchem.8b02374] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Jonas Bemetz
- Institute of Hydrochemistry, Chair of Analytical Chemistry and Water Chemistry, Technical University of Munich, Marchioninistrasse 17, 81377 München, Germany
| | - Andreas Wegemann
- Munich School of BioEngineering, Technical University of Munich, Boltzmannstrasse 11, 85748 Garching, Germany
| | - Katayoun Saatchi
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC V6T 1Z3, Canada
| | - Axel Haase
- Munich School of BioEngineering, Technical University of Munich, Boltzmannstrasse 11, 85748 Garching, Germany
| | - Urs O. Häfeli
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC V6T 1Z3, Canada
| | - Reinhard Niessner
- Institute of Hydrochemistry, Chair of Analytical Chemistry and Water Chemistry, Technical University of Munich, Marchioninistrasse 17, 81377 München, Germany
| | - Bernhard Gleich
- Munich School of BioEngineering, Technical University of Munich, Boltzmannstrasse 11, 85748 Garching, Germany
| | - Michael Seidel
- Institute of Hydrochemistry, Chair of Analytical Chemistry and Water Chemistry, Technical University of Munich, Marchioninistrasse 17, 81377 München, Germany
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9
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Development of a novel magnetophoresis-assisted hydrophoresis microdevice for rapid particle ordering. Biomed Microdevices 2017; 18:54. [PMID: 27289469 DOI: 10.1007/s10544-016-0078-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Focusing and ordering of micro- or nanoparticles is an essential ability in microfluidic platforms for bio-sample processing. Hydrophoresis is an effective method utilising hydrodynamic force to focus microparticles, but it is limited by the fixed operational range and the lack of flexibility. Here, we report a work to tune and improve the dynamic range of hydrophoresis device using magnetophoresis. In this work, a novel approach was presented to fabricate the lateral fluidic ports, which allow the flipped chip to remain stable on the stage of microscope. Diamagnetic polystyrene microparticles suspended in a ferrofluidic medium were repelled to the lower level of the channel by negative magnetophoretic force, and then interact with grooves of microchannel to obtain an excellent hydrophoretic ordering. The effects of (i) flow rate, (ii) particle size, (iii) magnetic susceptibility of the medium, and (iv) number of magnets on the particle focusing efficiency were also reported. As the proposed magnetophorsis-assisted hydrophoretic device is tuneable and simple, it holds great potential to be integrated with other microfluidic components to form an integrated sample-to-answer system.
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10
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Béné MC. Microfluidics in flow cytometry and related techniques. Int J Lab Hematol 2017; 39 Suppl 1:93-97. [PMID: 28447416 DOI: 10.1111/ijlh.12669] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2017] [Accepted: 03/03/2017] [Indexed: 12/17/2022]
Abstract
Technological advances in laboratory automation are now well understood and applied as they considerably improved the speed and robustness of haematological laboratory data, in the companion fields of blood analyzers and flow cytometry. Still rather confidential is the field of microfluidics, mostly confined so far to academic settings and research laboratories. The literature in the field of microfluidics is growing and applications in hematology range from cell counting to flow cytometry, cell sorting, or ex vivo testing. A literature search allows to identify many innovative solutions developed to master the specific physics of fluid movements in microchips. Miniaturization also dwells on findings that have emerged from different areas such as electronics and nanoengineering. This review proposes an overview of the major principles guiding developments in microfluidics and describes a necessarily limited and nonexhaustive series of specific applications. Readers are strongly encouraged to consult the documents referred to in the references section to learn more about this world knocking at our door and possibly liable to revolutionize our profession of hematology biologists in a not so far future.
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Affiliation(s)
- M C Béné
- Hematology Biology, University Hospital, Nantes, France
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11
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Zhang J, Onaizah O, Sadri A, Diller E. A generic label-free microfluidic microobject sorter using a magnetic elastic diverter. Biomed Microdevices 2017; 19:43. [DOI: 10.1007/s10544-017-0183-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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12
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Streak Imaging Flow Cytometer for Rare Cell Analysis. Methods Mol Biol 2017. [PMID: 28281262 DOI: 10.1007/978-1-4939-6848-0_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
There is a need for simple and affordable techniques for cytology for clinical applications, especially for point-of-care (POC) medical diagnostics in resource-poor settings. However, this often requires adapting expensive and complex laboratory-based techniques that often require significant power and are too massive to transport easily. One such technique is flow cytometry, which has great potential for modification due to the simplicity of the principle of optical tracking of cells. However, it is limited in that regard due to the flow focusing technique used to isolate cells for optical detection. This technique inherently reduces the flow rate and is therefore unsuitable for rapid detection of rare cells which require large volume for analysis.To address these limitations, we developed a low-cost, mobile flow cytometer based on streak imaging. In our new configuration we utilize a simple webcam for optical detection over a large area associated with a wide-field flow cell. The new flow cell is capable of larger volume and higher throughput fluorescence detection of rare cells than the flow cells with hydrodynamic focusing used in conventional flow cytometry. The webcam is an inexpensive, commercially available system, and for fluorescence analysis we use a 1 W 450 nm blue laser to excite Syto-9 stained cells with emission at 535 nm. We were able to detect low concentrations of stained cells at high flow rates of 10 mL/min, which is suitable for rapidly analyzing larger specimen volumes to detect rare cells at appropriate concentration levels. The new rapid detection capabilities, combined with the simplicity and low cost of this device, suggest a potential for clinical POC flow cytometry in resource-poor settings associated with global health.
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13
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Ossandon M, Balsam J, Bruck HA, Kalpakis K, Rasooly A. A computational streak mode cytometry biosensor for rare cell analysis. Analyst 2017; 142:641-648. [DOI: 10.1039/c6an02517j] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Streak mode imaging flow cytometry for rare cell detection involves imaging moving fluorescently labeled cells in the video mode with a CCD camera.
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Affiliation(s)
- Miguel Ossandon
- National Cancer Institute
- Rockville
- USA
- University of Maryland Baltimore County
- USA
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14
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Eluru G, Julius LAN, Gorthi SS. Single-layer microfluidic device to realize hydrodynamic 3D flow focusing. LAB ON A CHIP 2016; 16:4133-4141. [PMID: 27714001 DOI: 10.1039/c6lc00935b] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
The recent rapid growth of microfluidic applications has witnessed the emergence of several particle flow focusing techniques for analysis and/or further processing. The majority of flow focusing techniques employ an external sheath fluid to achieve sample flow focusing independent of the flow rate, in contrast to sheath-free techniques. However, the introduction of a sheath fluid to surround the sample fluid has complicated the device design and fabrication, generally involving multi-layer fabrication and bonding of multiple polydimethylsiloxane (PDMS) layers. Several promising efforts have been made to reduce the complexity of fabrication. However, most of these methods involved the use of inertial/Dean effects, which in turn demanded the use of higher sample flow rates. In this paper, we report a method of flow focusing that uses a sheath fluid to enclose the sample in a single layer of PDMS, and that possesses applicability for a wide range of sample flow rates. This method of flow focusing uses abrupt channel depth variation and a shift of one of the sample-sheath junctions (termed as 'junction-shift') against the direction of the sample flow. This configuration serves to manipulate the sample fluid with respect to the sheath fluid and achieve the desired flow focusing. This design facilitates the attainment of 3D flow focusing in two sequential steps (depth-wise and then along the lateral direction) and in distinct regions, hence enabling the regions to be used in imaging and non-imaging flow cytometric applications, respectively. Simulations were performed to characterize and determine the optimum set of design parameters. Experimental demonstrations of this technique were carried out by focusing fluorescein dye and blood cells in flow.
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Affiliation(s)
- Gangadhar Eluru
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bangalore, Karnataka, 560012 India.
| | - Lourdes Albina Nirupa Julius
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bangalore, Karnataka, 560012 India.
| | - Sai Siva Gorthi
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bangalore, Karnataka, 560012 India.
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15
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Lin CH, Su SY. Depth position detection for fast moving objects in sealed microchannel utilizing chromatic aberration. BIOMICROFLUIDICS 2016; 10:011904. [PMID: 26858810 PMCID: PMC4723411 DOI: 10.1063/1.4939943] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Accepted: 12/15/2015] [Indexed: 06/05/2023]
Abstract
This research reports a novel method for depth position measurement of fast moving objects inside a microfluidic channel based on the chromatic aberration effect. Two band pass filters and two avalanche photodiodes (APD) are used for rapid detecting the scattered light from the passing objected. Chromatic aberration results in the lights of different wavelengths focus at different depth positions in a microchannel. The intensity ratio of two selected bands of 430 nm-470 nm (blue band) and 630 nm-670 nm (red band) scattered from the passing object becomes a significant index for the depth information of the passing object. Results show that microspheres with the size of 20 μm and 2 μm can be resolved while using PMMA (Abbe number, V = 52) and BK7 (V = 64) as the chromatic aberration lens, respectively. The throughput of the developed system is greatly enhanced by the high sensitive APDs as the optical detectors. Human erythrocytes are also successfully detected without fluorescence labeling at a high flow velocity of 2.8 mm/s. With this approach, quantitative measurement for the depth position of rapid moving objects inside a sealed microfluidic channel can be achieved in a simple and low cost way.
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Affiliation(s)
- Che-Hsin Lin
- Department of Mechanical and Electro-Mechanical Engineering, National Sun Yat-sen University , Kaohsiung 804, Taiwan
| | - Shin-Yu Su
- Department of Mechanical and Electro-Mechanical Engineering, National Sun Yat-sen University , Kaohsiung 804, Taiwan
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16
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Sharifi F, Bai Z, Montazami R, Hashemi N. Mechanical and physical properties of poly(vinyl alcohol) microfibers fabricated by a microfluidic approach. RSC Adv 2016. [DOI: 10.1039/c6ra09519d] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
A microfluidic platform was used to fabricate polyvinyl alcohol microfibers with various morphology and mechanical properties.
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Affiliation(s)
- Farrokh Sharifi
- Department of Mechanical Engineering
- Iowa State University
- Ames
- USA
| | - Zhenhua Bai
- Department of Mechanical Engineering
- Iowa State University
- Ames
- USA
| | - Reza Montazami
- Department of Mechanical Engineering
- Iowa State University
- Ames
- USA
- Center of Advanced Host Defense Immunobiotics and Translational Medicine
| | - Nastaran Hashemi
- Department of Mechanical Engineering
- Iowa State University
- Ames
- USA
- Center of Advanced Host Defense Immunobiotics and Translational Medicine
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17
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Ma Z, Zhang P, Cheng Y, Xie S, Zhang S, Ye X. Homogeneous agglutination assay based on micro-chip sheathless flow cytometry. BIOMICROFLUIDICS 2015; 9:066501. [PMID: 26649133 PMCID: PMC4670445 DOI: 10.1063/1.4936926] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 11/18/2015] [Indexed: 06/05/2023]
Abstract
Homogeneous assays possess important advantages that no washing or physical separation is required, contributing to robust protocols and easy implementation which ensures potential point-of-care applications. Optimizing the detection strategy to reduce the number of reagents used and simplify the detection device is desirable. A method of homogeneous bead-agglutination assay based on micro-chip sheathless flow cytometry has been developed. The detection processes include mixing the capture-probe conjugated beads with an analyte containing sample, followed by flowing the reaction mixtures through the micro-chip sheathless flow cytometric device. The analyte concentrations were detected by counting the proportion of monomers in the reaction mixtures. Streptavidin-coated magnetic beads and biotinylated bovine serum albumin (bBSA) were used as a model system to verify the method, and detection limits of 0.15 pM and 1.5 pM for bBSA were achieved, using commercial Calibur and the developed micro-chip sheathless flow cytometric device, respectively. The setup of the micro-chip sheathless flow cytometric device is significantly simple; meanwhile, the system maintains relatively high sensitivity, which mainly benefits from the application of forward scattering to distinguish aggregates from monomers. The micro-chip sheathless flow cytometric device for bead agglutination detection provides us with a promising method for versatile immunoassays on microfluidic platforms.
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Affiliation(s)
- Zengshuai Ma
- State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instruments, Tsinghua University , Beijing, China
| | - Pan Zhang
- State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instruments, Tsinghua University , Beijing, China
| | - Yinuo Cheng
- State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instruments, Tsinghua University , Beijing, China
| | - Shuai Xie
- State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instruments, Tsinghua University , Beijing, China
| | - Shuai Zhang
- State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instruments, Tsinghua University , Beijing, China
| | - Xiongying Ye
- State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instruments, Tsinghua University , Beijing, China
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18
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Balsam J, Bruck HA, Rasooly A. Webcam-based flow cytometer using wide-field imaging for low cell number detection at high throughput. Analyst 2015; 139:4322-9. [PMID: 24995370 DOI: 10.1039/c4an00669k] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Here we describe a novel low-cost flow cytometer based on a webcam capable of low cell number detection in a large volume which may overcome the limitations of current flow cytometry. Several key elements have been combined to yield both high throughput and high sensitivity. The first element is a commercially available webcam capable of 187 frames per second video capture at a resolution of 320 × 240 pixels. The second element in this design is a 1 W 450 nm laser module for area-excitation, which combined with the webcam allows for rapid interrogation of a flow field. The final element is a 2D flow-cell which overcomes the flow limitation of hydrodynamic focusing and allows for higher sample throughput in a wider flow field. This cell allows for the linear velocity of target cells to be lower than in a conventional "1D" hydrodynamic focusing flow-cells typically used in cytometry at similar volumetric flow rates. It also allows cells to be imaged at the full frame rate of the webcam. Using this webcam-based flow cytometer with wide-field imaging, it was confirmed that the detection of fluorescently tagged 5 μm polystyrene beads in "1D" hydrodynamic focusing flow-cells was not practical for low cell number detection due to streaking from the motion of the beads, which did not occur with the 2D flow-cell design. The sensitivity and throughput of this webcam-based flow cytometer was then investigated using THP-1 human monocytes stained with SYTO-9 florescent dye in the 2D flow-cell. The flow cytometer was found to be capable of detecting fluorescently tagged cells at concentrations as low as 1 cell per mL at flow rates of 500 μL min(-1) in buffer and in blood. The effectiveness of detection was concentration dependent: at 100 cells per mL 84% of the cells were detected compared to microscopy, 10 cells per mL 79% detected and 1 cell per mL 59% of the cells were detected. With the blood samples spiked to 100 cells per mL, the average concentration for all samples was 91.4 cells per mL, with a 95% confidence interval of 86-97 cells per mL. These low cell concentrations and the large volume capabilities of the system may overcome the limitations of current cytometry, and are applicable to rare cell (such as circulating tumor cell) detection The simplicity and low cost of this device suggests that it may have a potential use in developing point-of-care clinical flow cytometry for resource-poor settings associated with global health.
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Affiliation(s)
- Joshua Balsam
- Division of Biology, Office of Science and Engineering, FDA, Silver Spring, MD 20993, USA
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19
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3D hydrodynamic focusing microfluidics for emerging sensing technologies. Biosens Bioelectron 2015; 67:25-34. [DOI: 10.1016/j.bios.2014.07.002] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Revised: 07/01/2014] [Accepted: 07/01/2014] [Indexed: 12/28/2022]
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20
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Hebert CG, Staton SJR, Hudson TQ, Hart SJ, Lopez-Mariscal C, Terray A. Dynamic radial positioning of a hydrodynamically focused particle stream enabled by a three-dimensional microfluidic nozzle. BIOMICROFLUIDICS 2015; 9:024106. [PMID: 25825621 PMCID: PMC4376750 DOI: 10.1063/1.4914869] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 03/03/2015] [Indexed: 06/04/2023]
Abstract
The ability to confine flows and focus particle streams has become an integral component of the design of microfluidic systems for the analysis of a wide range of samples. Presented here is the implementation of a 3D microfluidic nozzle capable of both focusing particles as well as dynamically positioning those particles in selected flow lamina within the downstream analysis channel. Through the independent adjustment of the three sheath inlet flows, the nozzle controlled the size of a focused stream for 6, 10, and 15 μm polystyrene microparticles. Additional flow adjustment allowed the nozzle to dynamically position the focused particle stream to a specific area within the downstream channel. This unique ability provides additional capability and sample flexibility to the system. In order to gain insight into the fluidic behavior of the system, experimental conditions and results were duplicated within 4.75 μm using a COMSOL Multiphysics(®) model to elucidate the structure, direction, proportion, and fate of fluid lamina throughout the nozzle region. The COMSOL Multiphysics model showed that the position and distribution of particles upon entering the nozzle have negligible influence over its focusing ability, extending the experimental results into a wider range of particle sizes and system flow rates. These results are promising for the application of this design to allow for a relatively simple, fast, fully fluidically controlled nozzle for selective particle focusing and positioning for further particle analysis and sorting.
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Affiliation(s)
- C G Hebert
- Naval Research Laboratory , Chemistry Division, Bio/Analytical Chemistry, Code 6112, 4555 Overlook Ave. S.W., Washington, District of Columbia 20375, USA
| | - S J R Staton
- National Research Council Postdoctoral Fellowship Program , Washington, District of Columbia 20375, USA
| | - T Q Hudson
- Naval Research Enterprise Internship Program (NREIP) , Washington, District of Columbia 20375, USA
| | - S J Hart
- LumaCyte , 1145 River Rd., Suite 16, Charlottesville, Virginia 22901, USA
| | - C Lopez-Mariscal
- ASEE Postdoctoral Fellowship Program, Washington , District of Columbia 20375, USA
| | - A Terray
- Naval Research Laboratory , Chemistry Division, Bio/Analytical Chemistry, Code 6112, 4555 Overlook Ave. S.W., Washington, District of Columbia 20375, USA
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21
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Daniele MA, Boyd DA, Adams AA, Ligler FS. Microfluidic strategies for design and assembly of microfibers and nanofibers with tissue engineering and regenerative medicine applications. Adv Healthc Mater 2015; 4:11-28. [PMID: 24853649 DOI: 10.1002/adhm.201400144] [Citation(s) in RCA: 118] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Revised: 04/25/2014] [Indexed: 01/04/2023]
Abstract
Fiber-based materials provide critical capabilities for biomedical applications. Microfluidic fiber fabrication has recently emerged as a very promising route to the synthesis of polymeric fibers at the micro and nanoscale, providing fine control over fiber shape, size, chemical anisotropy, and biological activity. This Progress Report summarizes advanced microfluidic methods for the fabrication of both microscale and nanoscale fibers and illustrates how different methods are enabling new biomedical applications. Microfluidic fabrication methods and resultant materials are explained from the perspective of their microfluidic device principles, including co-flow, cross-flow, and flow-shaping designs. It is then detailed how the microchannel design and flow parameters influence the variety of synthesis chemistries that can be utilized. Finally, the integration of biomaterials and microfluidic strategies is discussed to manufacture unique fiber-based systems, including cell scaffolds, cell encapsulation, and woven tissue matrices.
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Affiliation(s)
- Michael A. Daniele
- Center for Bio/Molecular Science and Engineering; Naval Research Laboratory; 4555 Overlook Ave. SW Washington D.C. 20375 USA
| | - Darryl A. Boyd
- Center for Bio/Molecular Science and Engineering; Naval Research Laboratory; 4555 Overlook Ave. SW Washington D.C. 20375 USA
| | - André A. Adams
- Center for Bio/Molecular Science and Engineering; Naval Research Laboratory; 4555 Overlook Ave. SW Washington D.C. 20375 USA
| | - Frances S. Ligler
- Department of Biomedical Engineering; University of North Carolina, Chapel Hill and North Carolina State University; Mail Stop 7115 Raleigh NC 27965-7115 USA
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22
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Abstract
Flow cytometry is used for cell counting and analysis in numerous clinical and environmental applications. However flow cytometry is not used in mHealth mainly because current flow cytometers are large, expensive, power-intensive devices designed to operate in a laboratory. Their design results in a lack of portability and makes them unsuitable for mHealth applications. Another limitation of current technology is the low volumetric throughput rates that are not suitable for rapid detection of rare cells.To address these limitations, we describe here a novel, low-cost, mobile flow cytometer based on wide-field imaging with a webcam for large volume and high throughput fluorescence detection of rare cells as a simulation for circulating tumor cells (CTCs) detection. The mobile flow cytometer uses a commercially available webcam capable of 187 frames per second video capture at a resolution of 320 × 240 pixels. For fluorescence detection, a 1 W 450 nm blue laser is used for excitation of Syto-9 fluorescently stained cells detected at 535 nm. A wide-field flow cell was developed for large volume analysis that allows for the linear velocity of target cells to be lower than in conventional hydrodynamic focusing flow cells typically used in cytometry. The mobile flow cytometer was found to be capable of detecting low concentrations at flow rates of 500 μL/min, suitable for rare cell detection in large volumes. The simplicity and low cost of this device suggests that it may have a potential clinical use for mHealth flow cytometry for resource-poor settings associated with global health.
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Affiliation(s)
- Joshua Balsam
- Division of Biology, Office of Science and Engineering, FDA, Silver Spring, MD, 20993, USA
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23
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Testa G, Persichetti G, Bernini R. Micro flow cytometer with self-aligned 3D hydrodynamic focusing. BIOMEDICAL OPTICS EXPRESS 2015; 6:54-62. [PMID: 25657874 PMCID: PMC4317119 DOI: 10.1364/boe.6.000054] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Revised: 09/05/2014] [Accepted: 10/13/2014] [Indexed: 05/04/2023]
Abstract
A micro flow cytometer with a single step 3D hydrodynamic flow focusing has been developed. The proposed design is capable to create a single-file particle stream that is self-aligned with an integrated optical fiber-based detection system, regardless of the flow rate ratio between the focusing and core liquids. The design approach provides the ability to adjust the stream size while keeping the position of the focused stream centered with respect to the focusing channel. The device has been fabricated by direct micro milling of PMMA sheets. Experimental validation of the hydrodynamic sheath focusing effect has been presented and sample stream with tuneable size from about 18 to 50 μm was measured. Flow cytometry measurements have been performed by using 10-23 μm fluorescent particles. From the analysis of the signals collected at each transit event we can confirm that the device was capable to align and measure microparticles with a good coefficient of variance.
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Affiliation(s)
- Genni Testa
- Institute for Electromagnetic Sensing of the Environment (IREA), National Research Council, (CNR), Via Diocleziano 328, 80124 Napoli,
Italy
| | - Gianluca Persichetti
- Institute for Electromagnetic Sensing of the Environment (IREA), National Research Council, (CNR), Via Diocleziano 328, 80124 Napoli,
Italy
| | - Romeo Bernini
- Institute for Electromagnetic Sensing of the Environment (IREA), National Research Council, (CNR), Via Diocleziano 328, 80124 Napoli,
Italy
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24
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Jiang H, Weng X, Li D. A novel microfluidic flow focusing method. BIOMICROFLUIDICS 2014; 8:054120. [PMID: 25538810 PMCID: PMC4241768 DOI: 10.1063/1.4899807] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2014] [Accepted: 10/14/2014] [Indexed: 06/04/2023]
Abstract
A new microfluidic method that allows hydrodynamic focusing in a microchannel with two sheath flows is demonstrated. The microchannel network consists of a T-shaped main channel and two T-shaped branch channels. The flows of the sample stream and the sheath streams in the microchannel are generated by electroosmotic flow-induced pressure gradients. In comparison with other flow focusing methods, this novel method does not expose the sample to electrical field, and does not need any external pumps, tubing, and valves.
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Affiliation(s)
- Hai Jiang
- Department of Mechanical and Mechatronics Engineering, University of Waterloo , Waterloo, Ontario N2L 3G1, Canada
| | - Xuan Weng
- Department of Mechanical and Mechatronics Engineering, University of Waterloo , Waterloo, Ontario N2L 3G1, Canada
| | - Dongqing Li
- Department of Mechanical and Mechatronics Engineering, University of Waterloo , Waterloo, Ontario N2L 3G1, Canada
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25
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Abstract
Microfluidics has experienced massive growth in the past two decades, and especially with advances in rapid prototyping researchers have explored a multitude of channel structures, fluid and particle mixtures, and integration with electrical and optical systems towards solving problems in healthcare, biological and chemical analysis, materials synthesis, and other emerging areas that can benefit from the scale, automation, or the unique physics of these systems. Inertial microfluidics, which relies on the unconventional use of fluid inertia in microfluidic platforms, is one of the emerging fields that make use of unique physical phenomena that are accessible in microscale patterned channels. Channel shapes that focus, concentrate, order, separate, transfer, and mix particles and fluids have been demonstrated, however physical underpinnings guiding these channel designs have been limited and much of the development has been based on experimentally-derived intuition. Here we aim to provide a deeper understanding of mechanisms and underlying physics in these systems which can lead to more effective and reliable designs with less iteration. To place the inertial effects into context we also discuss related fluid-induced forces present in particulate flows including forces due to non-Newtonian fluids, particle asymmetry, and particle deformability. We then highlight the inverse situation and describe the effect of the suspended particles acting on the fluid in a channel flow. Finally, we discuss the importance of structured channels, i.e. channels with boundary conditions that vary in the streamwise direction, and their potential as a means to achieve unprecedented three-dimensional control over fluid and particles in microchannels. Ultimately, we hope that an improved fundamental and quantitative understanding of inertial fluid dynamic effects can lead to unprecedented capabilities to program fluid and particle flow towards automation of biomedicine, materials synthesis, and chemical process control.
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Affiliation(s)
- Hamed Amini
- Department of Bioengineering, University of California, 420 Westwood Plaza, 5121 Engineering V, P.O. Box 951600, Los Angeles, CA 90095, USA.
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26
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Chen Y, Nawaz AA, Zhao Y, Huang PH, McCoy JP, Levine SJ, Wang L, Huang TJ. Standing surface acoustic wave (SSAW)-based microfluidic cytometer. LAB ON A CHIP 2014; 14:916-23. [PMID: 24406848 PMCID: PMC3956078 DOI: 10.1039/c3lc51139a] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The development of microfluidic chip-based cytometers has become an important area due to their advantages of compact size and low cost. Herein, we demonstrate a sheathless microfluidic cytometer which integrates a standing surface acoustic wave (SSAW)-based microdevice capable of 3D particle/cell focusing with a laser-induced fluorescence (LIF) detection system. Using SSAW, our microfluidic cytometer was able to continuously focus microparticles/cells at the pressure node inside a microchannel. Flow cytometry was successfully demonstrated using this system with a coefficient of variation (CV) of less than 10% at a throughput of ~1000 events s(-1) when calibration beads were used. We also demonstrated that fluorescently labeled human promyelocytic leukemia cells (HL-60) could be effectively focused and detected with our SSAW-based system. This SSAW-based microfluidic cytometer did not require any sheath flows or complex structures, and it allowed for simple operation over a wide range of sample flow rates. Moreover, with the gentle, bio-compatible nature of low-power surface acoustic waves, this technique is expected to be able to preserve the integrity of cells and other bioparticles.
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Affiliation(s)
- Yuchao Chen
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
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27
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Nawaz AA, Zhang X, Mao X, Rufo J, Lin SCS, Guo F, Zhao Y, Lapsley M, Li P, McCoy JP, Levine SJ, Huang TJ. Sub-micrometer-precision, three-dimensional (3D) hydrodynamic focusing via "microfluidic drifting". LAB ON A CHIP 2014; 14:415-23. [PMID: 24287742 PMCID: PMC3989543 DOI: 10.1039/c3lc50810b] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
In this article, we demonstrate single-layered, "microfluidic drifting" based three-dimensional (3D) hydrodynamic focusing devices with particle/cell focal positioning approaching submicron precision along both lateral and vertical directions. By systematically optimizing channel geometries and sample/sheath flow rates, a series of "microfluidic drifting" based 3D hydrodynamic focusing devices with different curvature angles are designed and fabricated. Their performances are then evaluated using confocal microscopy, fast camera imaging, and side-view imaging techniques. Using a device with a curvature angle of 180°, we have achieved a standard deviation of ±0.45 μm in particle focal position and a coefficient of variation (CV) of 2.37% in flow cytometric measurements. To the best of our knowledge, this is the best CV that has been achieved using a microfluidic flow cytometry device. Moreover, the device showed the capability to distinguish 8 peaks when subjected to a stringent 8-peak rainbow calibration test, signifying the ability to perform sensitive, accurate tests similar to commercial flow cytometers. We have further tested and validated our device by detection of HEK-293 cells. With its advantages in simple fabrication (i.e., single-layered device), precise 3D hydrodynamic focusing (i.e., submicrometer precision along both lateral and vertical directions), and high detection resolution (i.e., low CV), our method could serve as an important basis for high-performance, mass-producible microfluidic flow cytometry.
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Affiliation(s)
- Ahmad Ahsan Nawaz
- Department of Engineering Science and Mechanics, The Pennsylvania State University, University Park, PA 16802, USA.
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28
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Oil–water biphasic parallel flow for the precise patterning of metals and cells. Biomed Microdevices 2013; 16:245-53. [DOI: 10.1007/s10544-013-9828-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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29
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Del Giudice F, Romeo G, D'Avino G, Greco F, Netti PA, Maffettone PL. Particle alignment in a viscoelastic liquid flowing in a square-shaped microchannel. LAB ON A CHIP 2013; 13:4263-71. [PMID: 24056525 DOI: 10.1039/c3lc50679g] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
We demonstrate the possibility to achieve 3D particle focusing in a straight microchannel with a square cross-section by exploiting purely viscoelastic effects. Experiments are carried out by considering an elastic, constant-viscosity aqueous solution of PVP (polyvinylpyrrolidone) as the suspending liquid. Several flow rates and two channel dimensions (with a fixed particle size to channel dimension ratio) are investigated. A novel technique combining particle tracking measurements and numerical simulations is used to reconstruct the position of the flowing particles over the channel cross-section. The results show that, for all the investigated experimental conditions, particles migrate towards the channel centerline. Flow-focusing is enhanced by higher flow rates. The measured particle fractions can be rescaled according to a single dimensionless parameter, as already reported in the literature for the case of cylindrical channels. The so-obtained master curve can be used as a guide to predict the required focusing length. The effect of the entrance on the focusing channel length is also addressed. Finally, analogies and discrepancies with similar previous works are discussed.
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Affiliation(s)
- Francesco Del Giudice
- Center for Advanced Biomaterials for Health Care @CRIB, Istituto Italiano di Tecnologia, P.le Tecchio 80, 80125 Naples, Italy.
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30
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Song S, Choi S. Field-free, sheathless cell focusing in exponentially expanding hydrophoretic channels for microflow cytometry. Cytometry A 2013; 83:1034-40. [DOI: 10.1002/cyto.a.22395] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2013] [Revised: 06/20/2013] [Accepted: 08/25/2013] [Indexed: 11/10/2022]
Affiliation(s)
- Seungjeong Song
- Department of Biomedical Engineering; Kyung Hee University; 1732 Deogyeong-daero Giheung-gu, Yongin-si Gyeonggi-do 446-701 Republic of Korea
| | - Sungyoung Choi
- Department of Biomedical Engineering; Kyung Hee University; 1732 Deogyeong-daero Giheung-gu, Yongin-si Gyeonggi-do 446-701 Republic of Korea
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31
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Boyd DA, Shields AR, Howell PB, Ligler FS. Design and fabrication of uniquely shaped thiol-ene microfibers using a two-stage hydrodynamic focusing design. LAB ON A CHIP 2013; 13:3105-3110. [PMID: 23756632 DOI: 10.1039/c3lc50413a] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Microfluidic systems have advantages that are just starting to be realized for materials fabrication. In addition to the more common use for fabrication of particles, hydrodynamic focusing has been used to fabricate continuous polymer fibers. We have previously described such a microfluidics system which has the ability to generate fibers with controlled cross-sectional shapes locked in place by in situ photopolymerization. The previous fiber fabrication studies produced relatively simple round or ribbon shapes, demonstrated the use of a variety of polymers, and described the interaction between sheath-core flow-rate ratios used to control the fiber diameter and the impact on possible shapes. These papers documented the fact that no matter what the intended shape, higher flow-rate ratios produced rounder fibers, even in the absence of interfacial tension between the core and sheath fluids. This work describes how to fabricate the next generation of fibers predesigned to have a much more complex geometry, as exemplified by the "double anchor" shape. Critical to production of the pre-specified fibers with complex features was independent control over both the shape and the size of the fabricated microfibers using a two-stage hydrodynamic focusing system. Design and optimization of the channels was performed using finite element simulations and confocal imaging to characterize each of the two stages theoretically and experimentally. The resulting device design was then used to generate thiol-ene fibers with a unique double anchor shape. Finally, proof-of-principle functional experiments demonstrated the ability of the fibers to transport fluids and to interlock laterally.
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Affiliation(s)
- Darryl A Boyd
- Naval Research Laboratory, 4555 Overlook Ave, SW Washington, DC 20375, USA
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32
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Abstract
The use of fluidics is implicit in a technology named "flow cytometry," which flows a cell or particle through a sensing volume to obtain serial analysis of particles on a one by one basis. This flow of particles enables flow cytometry to collect information on multiple particle populations, giving it a distinct advantage over bulk analysis approaches. Moreover, flow cytometers can analyze thousands of particles per second in a single flowing stream. Additionally, use of volumetric sample delivery makes it possible for flow cytometers to accurately count cells and particles. Furthermore, the analysis results can be coupled with a fluidic diversion mechanism to sort and collect particles based on desired properties. Finally, when high-throughput sampling technologies are employed to rapidly change the input of the sample stream, a flow cytometer can become an integral tool for high-throughput screening. The above properties have made flow cytometry useful in a wide range of biomedical applications. In this unit we will present an overview of fluidic systems that make flow cytometry possible. This will introduce historical approaches, explanations of the commonly implemented current fluidics, and brief discussions of potential future fluidics where appropriate.
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Affiliation(s)
| | - Steven W Graves
- Department of Chemical and Nuclear Engineering, University of New Mexico, Albuquerque, New Mexico
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33
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Chiu YJ, Cho SH, Mei Z, Lien V, Wu TF, Lo YH. Universally applicable three-dimensional hydrodynamic microfluidic flow focusing. LAB ON A CHIP 2013; 13:1803-9. [PMID: 23493956 PMCID: PMC3654829 DOI: 10.1039/c3lc41202d] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
We have demonstrated a microfluidic device that can not only achieve three-dimensional flow focusing but also confine particles to the center stream along the channel. The device has a sample channel of smaller height and two sheath flow channels of greater height, merged into the downstream main channel where 3D focusing effects occur. We have demonstrated that both beads and cells in our device display significantly lower CVs in velocity and position distributions as well as reduced probability of coincidental events than they do in conventional 2D-confined microfluidic channels. The improved particle confinement in the microfluidic channel is highly desirable for microfluidic flow cytometers and in fluorescence-activated cell sorting (FACS). We have also reported a novel method to measure the velocity of each individual particle in the microfluidic channel. The method is compatible with the flow cytometer setup and requires no sophisticated visualization equipment. The principles and methods of device design and characterization can be applicable to many types of microfluidic systems.
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Affiliation(s)
- Yu-Jui Chiu
- Materials Science Program, University of California at San Diego, La Jolla, California 92093-0418, USA.
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34
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Amini H, Sollier E, Masaeli M, Xie Y, Ganapathysubramanian B, Stone HA, Di Carlo D. Engineering fluid flow using sequenced microstructures. Nat Commun 2013; 4:1826. [DOI: 10.1038/ncomms2841] [Citation(s) in RCA: 132] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2012] [Accepted: 04/07/2013] [Indexed: 12/24/2022] Open
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35
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Rendall HA, Marchington RF, Praveen BB, Bergmann G, Arita Y, Heisterkamp A, Gunn-Moore FJ, Dholakia K. High-throughput optical injection of mammalian cells using a Bessel light beam. LAB ON A CHIP 2012; 12:4816-4820. [PMID: 23007197 DOI: 10.1039/c2lc40708f] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Femtosecond photoporation is an optical method for the injection of membrane impermeable substances into cells. Typically this is a low-throughput method where each cell is individually targeted. Here, we present a novel microfluidic platform with passive optical injection improving previously reported throughputs by one order of magnitude. In this new geometry, two-dimensional hydrodynamic focusing is achieved using a three-dimensional nozzle which confines mammalian cells to the central region of the microfluidic channel. A reusable quartz chip is designed so that a propagation invariant, 'non-diffracting' Bessel beam can be directed along the centre of the channel, parallel to but counter-propagating with the flow of cells in contrast to previous orthogonal geometries. This allows for higher flow speeds to be used whilst maintaining the necessary dwell time for cells in the core of the Bessel beam. Using this method, we have achieved viable injection of HL60 cells with propidium iodide with an efficiency of 20.4 ± 4.2% and CHO-K1 cells (31.0 ± 9.5%) at a rate of up to 10 cells s(-1).
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Affiliation(s)
- Helen A Rendall
- SUPA School of Physics and Astronomy, University of St Andrews, Scotland KY16 9SS.
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36
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Watts BR, Zhang Z, Xu CQ, Cao X, Lin M. Integration of optical components on-chip for scattering and fluorescence detection in an optofluidic device. BIOMEDICAL OPTICS EXPRESS 2012; 3:2784-93. [PMID: 23162718 PMCID: PMC3493222 DOI: 10.1364/boe.3.002784] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Revised: 06/01/2012] [Accepted: 06/13/2012] [Indexed: 05/04/2023]
Abstract
An optofluidic device is demonstrated with photonic components integrated onto the chip for use in fluorescence and scatter detection and counting applications. The device is fabricated by integrating the optical and fluidic components in a single functional layer. Optical excitation on-chip is accomplished via a waveguide integrated with a system of lenses that reforms the geometry of the beam in the microfluidic channel into a specific shape that is more suitable for reliable detection. Separate counting tests by detecting fluorescence and scattered signals from 2.5 and 6.0 μm beads were performed and found to show detection reliability comparable to that of conventional means of excitation and an improvement over other microchip-based designs.
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Affiliation(s)
- Benjamin R Watts
- Department of Engineering Physics, McMaster University, Hamilton, Ontario L8S 4L7, Canada
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37
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Issadore D, Chung J, Shao H, Liong M, Ghazani AA, Castro CM, Weissleder R, Lee H. Ultrasensitive clinical enumeration of rare cells ex vivo using a micro-hall detector. Sci Transl Med 2012; 4:141ra92. [PMID: 22764208 DOI: 10.1126/scitranslmed.3003747] [Citation(s) in RCA: 165] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The ability to detect rare cells (<100 cells/ml whole blood) and obtain quantitative measurements of specific biomarkers on single cells is increasingly important in basic biomedical research. Implementing such methodology for widespread use in the clinic, however, has been hampered by low cell density, small sample sizes, and requisite sample purification. To overcome these challenges, we have developed a microfluidic chip-based micro-Hall detector (μHD), which can directly measure single, immunomagnetically tagged cells in whole blood. The μHD can detect single cells even in the presence of vast numbers of blood cells and unbound reactants, and does not require any washing or purification steps. In addition, the high bandwidth and sensitivity of the semiconductor technology used in the μHD enables high-throughput screening (currently ~10(7) cells/min). The clinical use of the μHD chip was demonstrated by detecting circulating tumor cells in whole blood of 20 ovarian cancer patients at higher sensitivity than currently possible with clinical standards. Furthermore, the use of a panel of magnetic nanoparticles, distinguished with unique magnetization properties and bio-orthogonal chemistry, allowed simultaneous detection of the biomarkers epithelial cell adhesion molecule (EpCAM), human epidermal growth factor receptor 2 (HER2)/neu, and epidermal growth factor receptor (EGFR) on individual cells. This cost-effective, single-cell analytical technique is well suited to perform molecular and cellular diagnosis of rare cells in the clinic.
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Affiliation(s)
- David Issadore
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge Street, CPZN 5206, Boston, MA 02114, USA
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38
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Abstract
We present an integrated tunable liquid-core/liquid-cladding (L2) optical fiber, based on a novel three-dimensional hydrodynamic focusing scheme that enables the production of a tunable circular liquid core located in the center of the channel, regardless of the flow-rate ratio of the cladding and core liquids.
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Affiliation(s)
- Genni Testa
- Institute for Electromagnetic Monitoring of the Environment (IREA), National Research Council (CNR), Naples, Italy
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39
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Zhuang G, Jensen TG, Kutter JP. Detection of unlabeled particles in the low micrometer size range using light scattering and hydrodynamic 3D focusing in a microfluidic system. Electrophoresis 2012; 33:1715-22. [DOI: 10.1002/elps.201100674] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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40
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Buschke DG, Resto P, Schumacher N, Cox B, Tallavajhula A, Vivekanandan A, Eliceiri KW, Williams JC, Ogle BM. Microfluidic sorting of microtissues. BIOMICROFLUIDICS 2012; 6:14116-1411611. [PMID: 22505992 PMCID: PMC3324260 DOI: 10.1063/1.3692765] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2011] [Accepted: 02/12/2012] [Indexed: 05/31/2023]
Abstract
Increasingly, invitro culture of adherent cell types utilizes three-dimensional (3D) scaffolds or aggregate culture strategies to mimic tissue-like, microenvironmental conditions. In parallel, new flow cytometry-based technologies are emerging to accurately analyze the composition and function of these microtissues (i.e., large particles) in a non-invasive and high-throughput way. Lacking, however, is an accessible platform that can be used to effectively sort or purify large particles based on analysis parameters. Here we describe a microfluidic-based, electromechanical approach to sort large particles. Specifically, sheath-less asymmetric curving channels were employed to separate and hydrodynamically focus particles to be analyzed and subsequently sorted. This design was developed and characterized based on wall shear stress, tortuosity of the flow path, vorticity of the fluid in the channel, sorting efficiency and enrichment ratio. The large particle sorting device was capable of purifying fluorescently labelled embryoid bodies (EBs) from unlabelled EBs with an efficiency of 87.3% ± 13.5%, and enrichment ratio of 12.2 ± 8.4 (n = 8), while preserving cell viability, differentiation potential, and long-term function.
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41
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Huang CT, Weng CH, Jen CP. Three-dimensional cellular focusing utilizing a combination of insulator-based and metallic dielectrophoresis. BIOMICROFLUIDICS 2011; 5:44101-4410111. [PMID: 22662053 PMCID: PMC3364800 DOI: 10.1063/1.3646757] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2011] [Accepted: 09/14/2011] [Indexed: 05/05/2023]
Abstract
Particle focusing in microfluidic devices is a necessary step in medical applications, such as detection, sorting, counting, and flow cytometry. This study proposes a microdevice that combines insulator-based and metal-electrode dielectrophoresis for the three-dimensional focusing of biological cells. Four insulating structures, which form an X pattern, are employed to confine the electric field in a conducting solution, thereby creating localized field minima in the microchannel. These electrodes, 56-μm-wide at the top and bottom surfaces, are connected to one electric pole of the power source. The electrodes connected to the opposite pole, which are at the sides of the microchannel, have one of three patterns: planar, dual-planar, or three-dimensional. Therefore, low-electric-field regions at the center of the microchannel are generated to restrain the viable HeLa cells with negative dielectrophoretic response. The array of insulating structures aforementioned is used to enhance the performance of confinement. According to numerical simulations, three-dimensional electrodes exhibit the best focusing performance, followed by dual-planar and planar electrodes. Experimental results reveal that increasing the strength of the applied electric field or decreasing the inlet flow rate significantly enhances focusing performance. The smallest width of focusing is 17 μm for an applied voltage and an inlet flow rate of 35 V and 0.5 μl/min, respectively. The effect of the inlet flow rate on focusing is insignificant for an applied voltage of 35 V. The proposed design retains the advantages of insulator-based dielectrophoresis with a relatively low required voltage. Additionally, complicated flow controls are unnecessary for the three-dimensional focusing of cells.
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Affiliation(s)
- Ching-Te Huang
- Department of Mechanical Engineering and Advanced Institute of Manufacturing for High-tech Innovations, National Chung Cheng University, Chia Yi, Taiwan
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42
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Golden JP, Justin GA, Nasir M, Ligler FS. Hydrodynamic focusing--a versatile tool. Anal Bioanal Chem 2011; 402:325-35. [PMID: 21952728 DOI: 10.1007/s00216-011-5415-3] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2011] [Revised: 09/09/2011] [Accepted: 09/11/2011] [Indexed: 11/29/2022]
Abstract
The control of hydrodynamic focusing in a microchannel has inspired new approaches for microfluidic mixing, separations, sensors, cell analysis, and microfabrication. Achieving a flat interface between the focusing and focused fluids is dependent on Reynolds number and device geometry, and many hydrodynamic focusing systems can benefit from this understanding. For applications where a specific cross-sectional shape is desired for the focused flow, advection generated by grooved structures in the channel walls can be used to define the shape of the focused flow. Relative flow rates of the focused flow and focusing streams can be manipulated to control the cross-sectional area of the focused flows. This paper discusses the principles for defining the shape of the interface between the focused and focusing fluids and provides examples from our lab that use hydrodynamic focusing for impedance-based sensors, flow cytometry, and microfabrication to illustrate the breadth of opportunities for introducing new capabilities into microfluidic systems. We evaluate each example for the advantages and limitations integral to utilization of hydrodynamic focusing for that particular application.
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Affiliation(s)
- Joel P Golden
- Naval Research Laboratory, Center for Bio/Molecular Science and Engineering, Washington, DC 20375, USA
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43
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Hashemi N, Erickson JS, Golden JP, Ligler FS. Optofluidic characterization of marine algae using a microflow cytometer. BIOMICROFLUIDICS 2011; 5:32009-320099. [PMID: 22662031 PMCID: PMC3364819 DOI: 10.1063/1.3608136] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2011] [Accepted: 05/03/2011] [Indexed: 05/05/2023]
Abstract
The effects of global warming, pollution in river effluents, and changing ocean currents can be studied by characterizing variations in phytoplankton populations. We demonstrate the design and fabrication of a Microflow Cytometer for characterization of phytoplankton. Guided by chevron-shaped grooves on the top and bottom of a microfluidic channel, two symmetric sheath streams wrap around a central sample stream and hydrodynamically focus it in the center of the channel. The lasers are carefully chosen to provide excitation light close to the maximum absorbance wavelengths for the intrinsic fluorophores chlorophyll and phycoerythrin, and the excitation light is coupled to the flow cytometer through the use of an optical fiber. Fluorescence and light scatter are collected using two multimode optical fibers placed at 90-degree angles with respect to the excitation fiber. Light emerging from these collection fibers is directed through optical bandpass filters into photomultiplier tubes. The cytometer measured the optical and side scatter properties of Karenia b., Synechococcus sp., Pseudo-Nitzchia, and Alexandrium. The effect of the sheath-to-sample flow-rate ratio on the light scatter and fluorescence of these marine microorganisms was investigated. Reducing the sample flow rate from 200 μL/min to 10 μL/min produced a more tightly focused sample stream and less heterogeneous signals.
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Affiliation(s)
- Nastaran Hashemi
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, Washington, DC, USA
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44
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Jen CP, Weng CH, Huang CT. Three-dimensional focusing of particles using negative dielectrophoretic force in a microfluidic chip with insulating microstructures and dual planar microelectrodes. Electrophoresis 2011; 32:2428-35. [DOI: 10.1002/elps.201100085] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2011] [Revised: 04/09/2011] [Accepted: 04/25/2011] [Indexed: 11/09/2022]
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45
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Buschke DG, Squirrell JM, Ansari H, Smith MA, Rueden CT, Williams JC, Lyons GE, Kamp TJ, Eliceiri KW, Ogle BM. Multiphoton flow cytometry to assess intrinsic and extrinsic fluorescence in cellular aggregates: applications to stem cells. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2011; 17:540-554. [PMID: 20684798 PMCID: PMC5505260 DOI: 10.1017/s1431927610000280] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Detection and tracking of stem cell state are difficult due to insufficient means for rapidly screening cell state in a noninvasive manner. This challenge is compounded when stem cells are cultured in aggregates or three-dimensional (3D) constructs because living cells in this form are difficult to analyze without disrupting cellular contacts. Multiphoton laser scanning microscopy is uniquely suited to analyze 3D structures due to the broad tunability of excitation sources, deep sectioning capacity, and minimal phototoxicity but is throughput limited. A novel multiphoton fluorescence excitation flow cytometry (MPFC) instrument could be used to accurately probe cells in the interior of multicell aggregates or tissue constructs in an enhanced-throughput manner and measure corresponding fluorescent properties. By exciting endogenous fluorophores as intrinsic biomarkers or exciting extrinsic reporter molecules, the properties of cells in aggregates can be understood while the viable cellular aggregates are maintained. Here we introduce a first generation MPFC system and show appropriate speed and accuracy of image capture and measured fluorescence intensity, including intrinsic fluorescence intensity. Thus, this novel instrument enables rapid characterization of stem cells and corresponding aggregates in a noninvasive manner and could dramatically transform how stem cells are studied in the laboratory and utilized in the clinic.
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Affiliation(s)
- David G. Buschke
- Department of Biomedical Engineering, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Jayne M. Squirrell
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Hidayath Ansari
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Michael A. Smith
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Curtis T. Rueden
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Justin C. Williams
- Department of Biomedical Engineering, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Material Sciences Program, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Gary E. Lyons
- Department of Biomedical Engineering, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Department of Anatomy, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Timothy J. Kamp
- Departments of Medicine, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Kevin W. Eliceiri
- Department of Biomedical Engineering, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
| | - Brenda M. Ogle
- Department of Biomedical Engineering, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Laboratory for Optical and Computational Instrumentation, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
- Material Sciences Program, University of Wisconsin at Madison, Madison, Wisconsin 53706, USA
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46
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Microflow Cytometer for optical analysis of phytoplankton. Biosens Bioelectron 2011; 26:4263-9. [DOI: 10.1016/j.bios.2011.03.042] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Revised: 03/23/2011] [Accepted: 03/31/2011] [Indexed: 11/20/2022]
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47
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Thangawng AL, Howell PB, Spillmann CM, Naciri J, Ligler FS. UV polymerization of hydrodynamically shaped fibers. LAB ON A CHIP 2011; 11:1157-1160. [PMID: 21246152 DOI: 10.1039/c0lc00392a] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Most natural and man-made fibers have circular cross-sections; thus the properties of materials composed of non-circular fibers are largely unexplored. We demonstrate the technology for fabricating fibers with predetermined cross-sectional shape. Passive hydrodynamic focusing and UV polymerization of a shaped acrylate stream produced metre-long fibers for structural and mechanical characterization.
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Affiliation(s)
- Abel L Thangawng
- Naval Research Laboratory, 4555 Overlook Ave, SW Washington, DC 20375, USA
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48
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Afshar R, Moser Y, Lehnert T, Gijs MAM. Three-Dimensional Magnetic Focusing of Superparamagnetic Beads for On-Chip Agglutination Assays. Anal Chem 2011; 83:1022-9. [DOI: 10.1021/ac102813x] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- R. Afshar
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, STI-LMIS2 BM, 3135-Station 17, CH-1015 Lausanne, Switzerland
| | - Y. Moser
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, STI-LMIS2 BM, 3135-Station 17, CH-1015 Lausanne, Switzerland
| | - T. Lehnert
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, STI-LMIS2 BM, 3135-Station 17, CH-1015 Lausanne, Switzerland
| | - M. A. M. Gijs
- Laboratory of Microsystems, Ecole Polytechnique Fédérale de Lausanne, STI-LMIS2 BM, 3135-Station 17, CH-1015 Lausanne, Switzerland
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49
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Abstract
Recent advances in the fabrication of microflow devices using micro-electromechanical systems (MEMS) technology are described. Passive and active liquid flow control and particle-handling methods in micrometer-scale channels are reviewed. These methods are useful in micro total analysis systems (μTAS) and laboratory-on-a-chip systems. Multiple flow control systems (i.e., arrayed microvalves) for advanced high-throughput microflow systems are introduced. Examples of microflow devices and systems for chemical and biochemical applications are also described.
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50
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Cho SH, Godin JM, Chen CH, Qiao W, Lee H, Lo YH. Review Article: Recent advancements in optofluidic flow cytometer. BIOMICROFLUIDICS 2010; 4:43001. [PMID: 21267434 PMCID: PMC3026024 DOI: 10.1063/1.3511706] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2010] [Accepted: 10/14/2010] [Indexed: 05/05/2023]
Abstract
There is an increasing need to develop optofluidic flow cytometers. Optofluidics, where optics and microfluidics work together to create novel functionalities on a small chip, holds great promise for lab-on-a-chip flow cytometry. The development of a low-cost, compact, handheld flow cytometer and microfluorescence-activated cell sorter system could have a significant impact on the field of point-of-care diagnostics, improving health care in, for example, underserved areas of Africa and Asia, that struggle with epidemics such as HIV∕AIDS. In this paper, we review recent advancements in microfluidics, on-chip optics, novel detection architectures, and integrated sorting mechanisms.
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