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1.
Lab Chip ; 23(2): 372-387, 2023 01 17.
Article in English | MEDLINE | ID: mdl-36620943

ABSTRACT

Sorting cells is an essential primary step in many biological and clinical applications such as high-throughput drug screening, cancer research and cell transplantation. Cell sorting based on their mechanical properties has long been considered as a promising label-free biomarker that could revolutionize the isolation of cells from heterogeneous populations. Recent advances in microfluidic image-based cell analysis combined with subsequent label-free sorting by on-chip actuators demonstrated the possibility of sorting cells based on their physical properties. However, the high purity of sorting is achieved at the expense of a sorting rate that lags behind the analysis throughput. Furthermore, stable and reliable system operation is an important feature in enabling the sorting of small cell fractions from a concentrated heterogeneous population. Here, we present a label-free cell sorting method, based on the use of focused travelling surface acoustic wave (FTSAW) in combination with real-time deformability cytometry (RT-DC). We demonstrate the flexibility and applicability of the method by sorting distinct blood cell types, cell lines and particles based on different physical parameters. Finally, we present a new strategy to sort cells based on their mechanical properties. Our system enables the sorting of up to 400 particles per s. Sorting is therefore possible at high cell concentrations (up to 36 million per ml) while retaining high purity (>92%) for cells with diverse sizes and mechanical properties moving in a highly viscous buffer. Sorting of small cell fraction from a heterogeneous population prepared by processing of small sample volume (10 µl) is also possible and here demonstrated by the 667-fold enrichment of white blood cells (WBCs) from raw diluted whole blood in a continuous 10-hour sorting experiment. The real-time analysis of multiple parameters together with the high sensitivity and high-throughput of our method thus enables new biological and therapeutic applications in the future.


Subject(s)
Microfluidic Analytical Techniques , Sound , Cell Separation , Microfluidic Analytical Techniques/methods , Microfluidics , Leukocytes , Flow Cytometry/methods
2.
Nat Methods ; 17(6): 595-599, 2020 06.
Article in English | MEDLINE | ID: mdl-32451476

ABSTRACT

Although label-free cell sorting is desirable for providing pristine cells for further analysis or use, current approaches lack molecular specificity and speed. Here, we combine real-time fluorescence and deformability cytometry with sorting based on standing surface acoustic waves and transfer molecular specificity to image-based sorting using an efficient deep neural network. In addition to general performance, we demonstrate the utility of this method by sorting neutrophils from whole blood without labels.


Subject(s)
Flow Cytometry/methods , Microfluidics/methods , Neural Networks, Computer , Animals , Cell Culture Techniques , Cell Line , Cell Proliferation , Cell Size , Cell Survival , Drosophila/cytology , Erythrocyte Deformability , Erythrocytes/cytology , HL-60 Cells , Humans , Myeloid Cells/cytology , Neutrophils/cytology , Sound
3.
Biophys J ; 117(1): 14-24, 2019 07 09.
Article in English | MEDLINE | ID: mdl-31235179

ABSTRACT

The motion of red blood cells (RBCs) in microchannels is important for microvascular blood flow and biomedical applications such as blood analysis in microfluidics. The current understanding of the complexity of RBC shapes and dynamics in microchannels is mainly based on several simulation studies, but there are a few systematic experimental investigations. Here, we present a combined study that systematically characterizes RBC behavior for a wide range of flow rates and channel sizes. Even though simulations and experiments generally show good agreement, experimental observations demonstrate that there is no single well-defined RBC state for fixed flow conditions but rather a broad distribution of states. This result can be attributed to the inherent variability in RBC mechanical properties, which is confirmed by a model that takes the variation in RBC shear elasticity into account. This represents a significant step toward a quantitative connection between RBC behavior in microfluidic devices and their mechanical properties, which is essential for a high-throughput characterization of diseased cells.


Subject(s)
Cell Shape , Erythrocytes/cytology , Microfluidics/methods , Cell Membrane/chemistry , Elasticity , Erythrocytes/chemistry , High-Throughput Screening Assays/methods , Humans
4.
Anal Chem ; 87(24): 12051-8, 2015 Dec 15.
Article in English | MEDLINE | ID: mdl-26331909

ABSTRACT

Selective isolation of cell subpopulations with defined biological characteristics is crucial for many biological studies and clinical applications. In this work, we present the development of an acoustofluidic fluorescence activated cell sorting (FACS) device that simultaneously performs on-demand, high-throughput, high-resolution cell detection and sorting, integrated onto a single chip. Our acoustofluidic FACS device uses the "microfluidic drifting" technique to precisely focus cells/particles three dimensionally and achieves a flow of single-file particles/cells as they pass through a laser interrogation region. We then utilize short bursts (150 µs) of standing surface acoustic waves (SSAW) triggered by an electronic feedback system to sort fluorescently labeled particles/cells with desired biological properties. We have demonstrated continuous isolation of fluorescently labeled HeLa cells from unlabeled cells at a throughput of ∼1200 events/s with a purity reaching 92.3 ± 3.39%. Furthermore, 99.18% postsort cell viability indicates that our acoustofluidic sorting technique maintains a high integrity of cells. Therefore, our integrated acoustofluidic FACS device is demonstrated to achieve two-way cell sorting with high purity, biocompatibility, and biosafety. We believe that our device has significant potential for use as a low-cost, high-performance, portable, and user-friendly FACS instrument.


Subject(s)
Acoustics , Flow Cytometry/instrumentation , Cell Survival , Flow Cytometry/economics , Flow Cytometry/standards , HeLa Cells , Humans , Reproducibility of Results
5.
Lab Chip ; 15(15): 3125-31, 2015 Aug 07.
Article in English | MEDLINE | ID: mdl-26082346

ABSTRACT

We demonstrate the first microfluidic-based on-chip liquefaction device for human sputum samples. Our device is based on an acoustofluidic micromixer using oscillating sharp edges. This acoustofluidic sputum liquefier can effectively and uniformly liquefy sputum samples at a throughput of 30 µL min(-1). Cell viability and integrity are maintained during the sputum liquefaction process. Our acoustofluidic sputum liquefier can be conveniently integrated with other microfluidic units to enable automated on-chip sputum processing and analysis.


Subject(s)
Microfluidic Analytical Techniques/instrumentation , Specimen Handling/instrumentation , Sputum/cytology , Sputum/physiology , Cell Survival , Eosinophils , Equipment Design , Flow Cytometry , Humans , Microfluidic Analytical Techniques/methods , Neutrophils , Sonication , Specimen Handling/methods
6.
Ann Biomed Eng ; 42(11): 2303-13, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24893596

ABSTRACT

Cost-effective, high-performance diagnostic instruments are vital to providing the society with accessible, affordable, and high-quality healthcare. Here we present an integrated, "microfluidic drifting" based flow cytometry chip as a potential inexpensive, fast, and reliable diagnostic tool. It is capable of analyzing human blood for cell counting and diagnosis of diseases. Our device achieves a throughput of ~3754 events/s. Calibration with Flow-Check calibration beads indicated good congruency with a commercially available benchtop flow cytometer. Moreover, subjection to a stringent 8-peak rainbow calibration particle test demonstrated its ability to perform high-resolution immunological studies with separation resolution of 4.28 between the two dimmest fluorescent populations. Counting accuracy at different polystyrene bead concentrations showed strong correlation (r=0.9991) with hemocytometer results. Finally, reliable quantification of CD4+ cells in healthy human blood via staining with monoclonal antibodies was demonstrated. These results demonstrate the potential of our microfluidic flow cytometry chip as an inexpensive yet high-performance point-of-care device for mobile medicine.


Subject(s)
Flow Cytometry/instrumentation , Calibration , Equipment Design , Humans , Leukocyte Count , Microfluidic Analytical Techniques , Point-of-Care Systems
7.
Anal Chem ; 86(10): 5083-8, 2014 May 20.
Article in English | MEDLINE | ID: mdl-24754496

ABSTRACT

During the deep reactive ion etching process, the sidewalls of a silicon mold feature rough wavy structures, which can be transferred onto a polydimethylsiloxane (PDMS) microchannel through the soft lithography technique. In this article, we utilized the wavy structures of PDMS microchannel sidewalls to initiate and cavitate bubbles in the presence of acoustic waves. Through bubble cavitation, this acoustofluidic approach demonstrates fast, effective mixing in microfluidics. We characterized its performance by using viscous fluids such as poly(ethylene glycol) (PEG). When two PEG solutions with a resultant viscosity 54.9 times higher than that of water were used, the mixing efficiency was found to be 0.92, indicating excellent, homogeneous mixing. The acoustofluidic micromixer presented here has the advantages of simple fabrication, easy integration, and capability to mix high-viscosity fluids (Reynolds number: ~0.01) in less than 100 ms.


Subject(s)
Microfluidic Analytical Techniques/instrumentation , Chemistry/instrumentation , Chemistry/methods , Polyethylene Glycols , Viscosity
8.
Lab Chip ; 14(5): 916-23, 2014 Mar 07.
Article in English | MEDLINE | ID: mdl-24406848

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.


Subject(s)
Flow Cytometry/methods , Microfluidic Analytical Techniques/methods , Neoplastic Stem Cells/cytology , Flow Cytometry/instrumentation , Fluorescent Dyes/chemistry , HL-60 Cells , Humans , Microfluidic Analytical Techniques/instrumentation , Particle Size , Sound
9.
ACS Nano ; 8(1): 332-9, 2014 Jan 28.
Article in English | MEDLINE | ID: mdl-24341632

ABSTRACT

Successful intracellular delivery of nucleic acid therapeutics relies on multiaspect optimization, one of which is formulation. While there has been ample innovation on chemical design of polymeric gene carriers, the same cannot be said for physical processing of polymer-DNA nanocomplexes (polyplexes). Conventional synthesis of polyplexes by bulk mixing depends on the operators' experience. The poorly controlled bulk mixing process may also lead to batch-to-batch variation and consequent irreproducibility. Here, we synthesize polyplexes by using a three-dimensional hydrodynamic focusing (3D-HF) technique in a single-layered, planar microfluidic device. Without any additional chemical treatment or postprocessing, the polyplexes prepared by the 3D-HF method show smaller size, slower aggregation rate, and higher transfection efficiency, while exhibiting reduced cytotoxicity compared to the ones synthesized by conventional bulk mixing. In addition, by introducing external acoustic perturbation, mixing can be further enhanced, leading to even smaller nanocomplexes. The 3D-HF method provides a simple and reproducible process for synthesizing high-quality polyplexes, addressing a critical barrier in the eventual translation of nucleic acid therapeutics.


Subject(s)
Hydrodynamics , Polymers/chemistry , Acoustics , Kinetics , Temperature
10.
Lab Chip ; 14(2): 415-23, 2014 Jan 21.
Article in English | MEDLINE | ID: mdl-24287742

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.


Subject(s)
Hydrodynamics , Microfluidics/methods , Flow Cytometry , Fluorescein/chemistry , HEK293 Cells , Humans , Imaging, Three-Dimensional
11.
ACS Nano ; 7(4): 3306-14, 2013 Apr 23.
Article in English | MEDLINE | ID: mdl-23540330

ABSTRACT

Patterning of nanowires in a controllable, tunable manner is important for the fabrication of functional nanodevices. Here we present a simple approach for tunable nanowire patterning using standing surface acoustic waves (SSAW). This technique allows for the construction of large-scale nanowire arrays with well-controlled patterning geometry and spacing within 5 s. In this approach, SSAWs were generated by interdigital transducers, which induced a periodic alternating current (ac) electric field on the piezoelectric substrate and consequently patterned metallic nanowires in suspension. The patterns could be deposited onto the substrate after the liquid evaporated. By controlling the distribution of the SSAW field, metallic nanowires were assembled into different patterns including parallel and perpendicular arrays. The spacing of the nanowire arrays could be tuned by controlling the frequency of the surface acoustic waves. Additionally, we observed 3D spark-shaped nanowire patterns in the SSAW field. The SSAW-based nanowire-patterning technique presented here possesses several advantages over alternative patterning approaches, including high versatility, tunability, and efficiency, making it promising for device applications.


Subject(s)
Crystallization/methods , Molecular Imprinting/methods , Nanostructures/chemistry , Nanostructures/ultrastructure , Sound , Materials Testing , Molecular Conformation/radiation effects , Nanostructures/radiation effects , Particle Size , Surface Properties/radiation effects
12.
Lab Chip ; 13(8): 1457-63, 2013 Apr 21.
Article in English | MEDLINE | ID: mdl-23478651

ABSTRACT

Since its inception, the discipline of microfluidics has been harnessed for innovations in the biomedicine/chemistry fields-and to great effect. This success has had the natural side-effect of stereotyping microfluidics as a platform for medical diagnostics and miniaturized lab processes. But microfluidics has more to offer. And very recently, some researchers have successfully applied microfluidics to fields outside its traditional domains. In this Focus article, we highlight notable examples of such "unconventional" microfluidics applications (e.g., robotics, electronics). It is our hope that these early successes in unconventional microfluidics prompt further creativity, and inspire readers to expand the microfluidics discipline.


Subject(s)
Microfluidics , Electronics , Radio Waves , Robotics
13.
Anal Chem ; 84(24): 10745-9, 2012 Dec 18.
Article in English | MEDLINE | ID: mdl-23140515

ABSTRACT

Analysis of chemical or biomolecular contents in a tiny amount of specimen presents a significant challenge in many biochemical studies and diagnostic applications. In this work, we present a single-layer, optofluidic device for real-time, high-throughput, quantitative analysis of droplet contents. Our device integrates an optical fiber-based, on-chip detection unit with a droplet-based microfluidic unit. It can quantitatively analyze the contents of individual droplets in real-time. It also achieves a detection throughput of 2000 droplets per second, a detection limit of 20 nM, and an excellent reproducibility in its detection results. In a proof-of-concept study, we demonstrate that our device can be used to perform detection of DNA and its mutations by monitoring the fluorescent signal changes of the target DNA/molecular beacon complex in single droplets. Our approach can be immediately extended to a real-time, high-throughput detection of other biomolecules (such as proteins and viruses) in droplets. With its advantages in throughput, functionality, cost, size, and reliability, the droplet-based optofluidic device presented here can be a valuable tool for many medical diagnostic applications.


Subject(s)
Microfluidic Analytical Techniques/methods , Optical Fibers , Evaluation Studies as Topic , Sequence Analysis, DNA/methods
14.
Anal Chem ; 84(17): 7495-501, 2012 Sep 04.
Article in English | MEDLINE | ID: mdl-22880882

ABSTRACT

In this work we present an acoustofluidic approach for rapid, single-shot characterization of enzymatic reaction constants K(m) and k(cat). The acoustofluidic design involves a bubble anchored in a horseshoe structure which can be stimulated by a piezoelectric transducer to generate vortices in the fluid. The enzyme and substrate can thus be mixed rapidly, within 100 ms, by the vortices to yield the product. Enzymatic reaction constants K(m) and k(cat) can then be obtained from the reaction rate curves for different concentrations of substrate while holding the enzyme concentration constant. We studied the enzymatic reaction for ß-galactosidase and its substrate (resorufin-ß-D-galactopyranoside) and found K(m) and k(cat) to be 333 ± 130 µM and 64 ± 8 s(-1), respectively, which are in agreement with published data. Our approach is valuable for studying the kinetics of high-speed enzymatic reactions and other chemical reactions.


Subject(s)
Acoustics , Microfluidic Analytical Techniques , Dimethylpolysiloxanes/chemistry , Escherichia coli/enzymology , Galactosides/metabolism , Kinetics , Oxazines/metabolism , beta-Galactosidase/metabolism
15.
Biomicrofluidics ; 6(2): 24113-241139, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22567082

ABSTRACT

In this work, we demonstrate an integrated, single-layer, miniature flow cytometry device that is capable of multi-parametric particle analysis. The device integrates both particle focusing and detection components on-chip, including a "microfluidic drifting" based three-dimensional (3D) hydrodynamic focusing component and a series of optical fibers integrated into the microfluidic architecture to facilitate on-chip detection. With this design, multiple optical signals (i.e., forward scatter, side scatter, and fluorescence) from individual particles can be simultaneously detected. Experimental results indicate that the performance of our flow cytometry chip is comparable to its bulky, expensive desktop counterpart. The integration of on-chip 3D particle focusing with on-chip multi-parametric optical detection in a single-layer, mass-producible microfluidic device presents a major step towards low-cost flow cytometry chips for point-of-care clinical diagnostics.

16.
Opt Express ; 19(16): 15265-74, 2011 Aug 01.
Article in English | MEDLINE | ID: mdl-21934890

ABSTRACT

We have designed and simulated a dual-frequency liquid crystal (DFLC) based plasmonic signal modulator capable of achieving over 15 dB modulation depth. The voltage-controlled DFLC is combined with a groove and slit configuration and its operation is discussed. Using the finite-difference time domain (FDTD) method, simulations were conducted to discover the groove-slit separation distance that enabled a practically useful modulation depth for the two states of the DFLC. Moreover, we have shown that significant improvement in modulation depth can be achieved by addition of a second groove to the design structure. Additionally, a performance analysis indicates a switching energy on the order of femtojoules and a switching speed on the order of 100 microseconds. Results of this investigation can be useful for the future design, simulation, and fabrication of DFLC-based plasmonic signal modulating devices, which have application in electro-optical and all-optical information systems.


Subject(s)
Nanotechnology/methods , Surface Plasmon Resonance/methods , Algorithms , Computer Simulation , Equipment Design , Liquid Crystals , Models, Statistical , Nanostructures/chemistry , Photons , Refractometry/methods , Reproducibility of Results , Software , Surface Plasmon Resonance/instrumentation , Time Factors
17.
Opt Express ; 18(22): 23458-65, 2010 Oct 25.
Article in English | MEDLINE | ID: mdl-21164688

ABSTRACT

We have designed and characterized three different types of plasmonic lenses that cannot only focus, but can also bend electromagnetic (EM) waves. The bending effect is achieved by constructing an asymmetric phase front caused by varying phase retardations in EM waves as they pass through a plasmonic lens. With an incident wave normal to the lens surface, light bends up to 8° off the axial direction. The optical wave propagation was numerically investigated using the finite-difference time-domain (FDTD) method. Simulation results show that the proposed plasmonic lenses allow effective beam bending under both normal and tilted incidence. With their relatively large bending range and capability to perform in the far field, the plamsonic lenses described in this article could be valuable in applications such as photonic communication and plasmonic circuits.

18.
Biomicrofluidics ; 4(4): 43007, 2010 Dec 30.
Article in English | MEDLINE | ID: mdl-21267439

ABSTRACT

We have designed, demonstrated, and characterized a simple, novel in-plane tunable optofluidic microlens. The microlens is realized by utilizing the interface properties between two different fluids: CaCl(2)solution and air. A constant contact angle of ∼90° is the pivotal factor resulting in the outward bowing and convex shape of the CaCl(2) solution-air interface. The contact angle at the CaCl(2) solution-air interface is maintained by a flared structure in the polydimethylsiloxane channel. The resulting bowing interface, coupled with the refractive index difference between the two fluids, results in effective in-plane focusing. The versatility of such a design is confirmed by characterizing the intensity of a traced beam experimentally and comparing the observed focal points with those obtained via ray-tracing simulations. With the radius of curvature conveniently controlled via fluid injection, the resulting microlens has a readily tunable focal length. This ease of operation, outstandingly low fluid usage, large range tunable focal length, and in-plane focusing ability make this lens suitable for many potential lab-on-a-chip applications such as particle manipulation, flow cytometry, and in-plane optical trapping.

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