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Xian Q, Luo X, Zhang J, Wong YC, Yang S, Wen W. High-Throughput Microfluidic Particle Counter Based on Optical Absorption. ACS Biomater Sci Eng 2024; 10:4085-4092. [PMID: 38780535 DOI: 10.1021/acsbiomaterials.4c00516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024]
Abstract
With the utilization of advanced microfluidic techniques, the microfluidic particle counter demonstrates significant potential due to its high efficiency, precise manipulation, and portability. This work focuses on a photodetection counter based on optical absorption. To achieve precise particle detection, a Christmas tree-like structure was implemented to separate a single particle from a cluster, which was then detected in independent multiple parallel channels. The system exhibits a high degree of reliability, as evidenced by a linear correlation coefficient over 0.99 obtained during testing with gradient-concentrated beads. Furthermore, when the calculated density of NIH 3T3 cells is compared with that of a traditional flow cytometer, the system achieves a substantial agreement percentage ranging from 87.5 to 99.9%. The system's ability to perform high-throughput analysis with a high acquisition rate positions it as a promising tool for real-time point-of-care testing.
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Affiliation(s)
- Qingyue Xian
- Thrust of Advanced Materials, The Hong Kong University of Science and Technology (Guangzhou), Nansha, Guangzhou 511400, China
- Division of Emerging Interdisciplinary Areas, Interdisciplinary Program Office, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon 999077, Hong Kong
| | - Xiao Luo
- Department of Physics, The Hong Kong University of Science and Technology, Kowloon 999077, Hong Kong
| | - Jie Zhang
- Thrust of Advanced Materials, The Hong Kong University of Science and Technology (Guangzhou), Nansha, Guangzhou 511400, China
| | - Yu Ching Wong
- Department of Physics, The Hong Kong University of Science and Technology, Kowloon 999077, Hong Kong
| | - Siyu Yang
- Department of Physics, The Hong Kong University of Science and Technology, Kowloon 999077, Hong Kong
| | - Weijia Wen
- Thrust of Advanced Materials, The Hong Kong University of Science and Technology (Guangzhou), Nansha, Guangzhou 511400, China
- Department of Physics, The Hong Kong University of Science and Technology, Kowloon 999077, Hong Kong
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2
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Shimada T, Fujino K, Yasui T, Kaji N, Ueda Y, Fujii K, Yukawa H, Baba Y. Resistive Pulse Sensing on a Capillary-Assisted Microfluidic Platform for On-Site Single-Particle Analyses. Anal Chem 2023; 95:18335-18343. [PMID: 38064273 DOI: 10.1021/acs.analchem.3c02539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
Capillary-assisted flow is valuable for utilizing microfluidics-based electrical sensing platforms at on-site locations by simplifying microfluidic operations and system construction; however, incorporating capillary-assisted flow in platforms requires easy microfluidic modification and stability over time for capillary-assisted flow generation and sensing performance. Herein, we report a capillary-assisted microfluidics-based electrical sensing platform using a one-step modification of polydimethylsiloxane (PDMS) with polyethylene glycol (PEG). As a model of electrical sensing platforms, this work focused on resistive pulse sensing (RPS) using a micropore in a microfluidic chip for label-free electrical detection of single analytes, and filling the micropore with an electrolyte is the first step to perform this RPS. The PEG-PDMS surfaces remained hydrophilic after ambient storage for 30 d and assisted in generating an electrolyte flow for filling the micropore with the electrolyte. We demonstrated the successful detection and size analysis of micrometer particles and bacterial cells based on RPS using the microfluidic chip stored in a dry state for 30 d. Combining this capillary-assisted microfluidic platform with a portable RPS system makes on-site detection and analysis of single pathogens possible.
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Affiliation(s)
- Taisuke Shimada
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Keiko Fujino
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Takao Yasui
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Department of Life Science and Technology, Tokyo Institute of Technology, Yokohama 226-8501, Japan
- Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
| | - Noritada Kaji
- Department of Life Science and Technology, Tokyo Institute of Technology, Yokohama 226-8501, Japan
- Department of Applied Chemistry, Graduate School of Engineering, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
| | - Yasuyuki Ueda
- Institute for Quantum Life Science, National Institutes for Quantum Science and Technology (QST), Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan
| | - Kentaro Fujii
- Institute for Quantum Life Science, National Institutes for Quantum Science and Technology (QST), Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan
| | - Hiroshi Yukawa
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Department of Life Science and Technology, Tokyo Institute of Technology, Yokohama 226-8501, Japan
- Institute for Quantum Life Science, National Institutes for Quantum Science and Technology (QST), Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan
- Nagoya University Institute for Advanced Research, Advanced Analytical and Diagnostic Imaging Center (AADIC)/Medical Engineering Unit (MEU), B3 Unit, Nagoya University, Tsurumai-cho 65, Showa-ku, Nagoya 466-8550, Japan
- Development of Quantum-Nano Cancer Photoimmunotherapy for Clinical Application of Refractory Cancer, Nagoya University, Tsurumai 65, Showa-ku, Nagoya 466-8550, Japan
| | - Yoshinobu Baba
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Department of Life Science and Technology, Tokyo Institute of Technology, Yokohama 226-8501, Japan
- Institute for Quantum Life Science, National Institutes for Quantum Science and Technology (QST), Anagawa 4-9-1, Inage-ku, Chiba 263-8555, Japan
- Nagoya University Institute for Advanced Research, Advanced Analytical and Diagnostic Imaging Center (AADIC)/Medical Engineering Unit (MEU), B3 Unit, Nagoya University, Tsurumai-cho 65, Showa-ku, Nagoya 466-8550, Japan
- Development of Quantum-Nano Cancer Photoimmunotherapy for Clinical Application of Refractory Cancer, Nagoya University, Tsurumai 65, Showa-ku, Nagoya 466-8550, Japan
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3
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Dang Z, Jiang Y, Su X, Wang Z, Wang Y, Sun Z, Zhao Z, Zhang C, Hong Y, Liu Z. Particle Counting Methods Based on Microfluidic Devices. MICROMACHINES 2023; 14:1722. [PMID: 37763885 PMCID: PMC10534595 DOI: 10.3390/mi14091722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 08/30/2023] [Accepted: 08/30/2023] [Indexed: 09/29/2023]
Abstract
Particle counting serves as a pivotal constituent in diverse analytical domains, encompassing a broad spectrum of entities, ranging from blood cells and bacteria to viruses, droplets, bubbles, wear debris, and magnetic beads. Recent epochs have witnessed remarkable progressions in microfluidic chip technology, culminating in the proliferation and maturation of microfluidic chip-based particle counting methodologies. This paper undertakes a taxonomical elucidation of microfluidic chip-based particle counters based on the physical parameters they detect. These particle counters are classified into three categories: optical-based counters, electrical-based particle counters, and other counters. Within each category, subcategories are established to consider structural differences. Each type of counter is described not only in terms of its working principle but also the methods employed to enhance sensitivity and throughput. Additionally, an analysis of future trends related to each counter type is provided.
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Affiliation(s)
- Zenglin Dang
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
| | - Yuning Jiang
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
| | - Xin Su
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
| | - Zhihao Wang
- College of Marine Electrical Engineering, Dalian Maritime University, Dalian 116026, China;
| | - Yucheng Wang
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
| | - Zhe Sun
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
| | - Zheng Zhao
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
| | - Chi Zhang
- College of Transportation Engineering, Dalian Maritime University, Dalian 116026, China;
| | - Yuming Hong
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
| | - Zhijian Liu
- College of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Z.D.); (Y.J.); (X.S.); (Y.W.); (Z.S.); (Z.Z.); (Y.H.)
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4
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Zhao Z, Vaidyanathan S, Bhanja P, Gamage S, Saha S, McKinney C, Choi J, Park S, Pahattuge T, Wijerathne H, Jackson JM, Huppert ML, Witek MA, Soper SA. In-plane Extended Nano-coulter Counter (XnCC) for the Label-free Electrical Detection of Biological Particles. ELECTROANAL 2022; 34:1961-1975. [PMID: 37539083 PMCID: PMC10399599 DOI: 10.1002/elan.202200091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 06/14/2022] [Indexed: 11/10/2022]
Abstract
We report an in-plane extended nanopore Coulter counter (XnCC) chip fabricated in a thermoplastic via imprinting. The fabrication of the sensor utilized both photolithography and focused ion beam milling to make the microfluidic network and the in-plane pore sensor, respectively, in Si from which UV resin stamps were generated followed by thermal imprinting to produce the final device in the appropriate plastic (cyclic olefin polymer, COP). As an example of the utility of this in-plane extended nanopore sensor, we enumerated SARS-CoV-2 viral particles (VPs) affinity-selected from saliva and extracellular vesicles (EVs) affinity-selected from plasma samples secured from mouse models exposed to different ionizing radiation doses.
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Affiliation(s)
- Zheng Zhao
- Bioengineering Program, The University of Kansas, Lawrence, KS 66045
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
| | - Swarnagowri Vaidyanathan
- Bioengineering Program, The University of Kansas, Lawrence, KS 66045
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
| | - Payel Bhanja
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS 66160
- University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS 66160
| | - Sachindra Gamage
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- Department of Chemistry, The University of Kansas, Lawrence, KS 66045
| | - Subhrajit Saha
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS 66160
- University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS 66160
| | - Collin McKinney
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- CRITCL, The University of North Carolina, Chapel Hill, NC
| | - Junseo Choi
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- CRITCL, The University of North Carolina, Chapel Hill, NC
| | - Sunggook Park
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- CRITCL, The University of North Carolina, Chapel Hill, NC
| | - Thilanga Pahattuge
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- Department of Chemistry, The University of Kansas, Lawrence, KS 66045
| | - Harshani Wijerathne
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- Department of Chemistry, The University of Kansas, Lawrence, KS 66045
| | - Joshua M Jackson
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- Department of Chemistry, The University of Kansas, Lawrence, KS 66045
| | - Mateusz L Huppert
- Department of Industrial and Mechanical Engineering, Louisiana State University, Baton Rouge, LA 70803
| | - Małgorzata A Witek
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- Department of Chemistry, The University of Kansas, Lawrence, KS 66045
| | - Steven A Soper
- Bioengineering Program, The University of Kansas, Lawrence, KS 66045
- Center of BioModular Multiscale Systems for Precision Medicine, The University of Kansas, Lawrence, KS 66045
- University of Kansas Cancer Center, University of Kansas Medical Center, Kansas City, KS 66160
- Department of Chemistry, The University of Kansas, Lawrence, KS 66045
- BioFluidica, Inc., San Diego, CA
- Department of Mechanical Engineering, The University of Kansas, Lawrence, KS 66045
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5
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Abstract
Resistive pulse sensors have been used to characterise everything from whole cells to small molecules. Their integration into microfluidic devices has simplified sample handling whilst increasing throughput. Typically, these devices measure a limited size range, making them prone to blockages in complex sample matrixes. To prolong their life and facilitate their use, samples are often filtered or prepared to match the sample with the sensor diameter. Here, we advance our tuneable flow resistive pulse sensor which utilises additively manufactured parts. The sensor allows parts to be easily changed, washed and cleaned, its simplicity and versatility allow components from existing nanopore fabrication techniques such as glass pipettes to be integrated into a single device. This creates a multi-nanopore sensor that can simultaneously measure particles from 0.1 to 30 μm in diameter. The orientation and controlled fluid flow in the device allow the sensors to be placed in series, whereby smaller particles can be measured in the presence of larger ones without the risk of being blocked. We illustrate the concept of a multi-pore flow resistive pulse sensor, by combining an additively manufactured tuneable sensor, termed sensor 1, with a fixed nanopore sensor, termed sensor 2. Sensor 1 measures particles as small as 10 μm in diameter, whilst sensor 2 can be used to characterise particles as small as 100 nm, depending upon its dimensions. We illustrate the dual pore sensor by measuring 1 and 10 μm particles simultaneously.
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Affiliation(s)
- Marcus Pollard
- School of Science, Loughborough University, Epinal Way, LE11 3TU, UK.
| | - Rushabh Maugi
- School of Science, Loughborough University, Epinal Way, LE11 3TU, UK.
| | - Mark Platt
- School of Science, Loughborough University, Epinal Way, LE11 3TU, UK.
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6
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Lavrentev FV, Rumyantsev IS, Ivanov AS, Shilovskikh VV, Orlova OY, Nikolaev KG, Andreeva DV, Skorb EV. Soft Hydrogel Actuator for Fast Machine-Learning-Assisted Bacteria Detection. ACS APPLIED MATERIALS & INTERFACES 2022; 14:7321-7328. [PMID: 35080838 DOI: 10.1021/acsami.1c22470] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
We demonstrate that our bio-electrochemical platform facilitates the reduction of detection time from the 3-day period of the existing tests to 15 min. Machine learning and robotized bioanalytical platforms require the principles such as hydrogel-based actuators for fast and easy analysis of bioactive analytes. Bacteria are fragile and environmentally sensitive microorganisms that require a special environment to support their lifecycles during analytical tests. Here, we develop a bio-electrochemical platform based on the soft hydrogel/eutectic gallium-indium alloy interface for the detection of Streptococcus thermophilus and Bacillus coagulans bacteria in various mediums. The soft hydrogel-based device is capable to support bacteria' viability during detection time. Current-voltage data are used for multilayer perceptron algorithm training. The multilayer perceptron model is capable of detecting bacterial concentrations in the 104 to 108 cfu/mL range of the culture medium or in the dairy products with high accuracy (94%). Such a fast and easy biodetection is extremely important for food and agriculture industries and biomedical and environmental science.
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Affiliation(s)
- Filipp V Lavrentev
- Infochemistry Scientific Center of ITMO University, Lomonosova Street 9, St. Petersburg 191002, Russia
| | - Igor S Rumyantsev
- Infochemistry Scientific Center of ITMO University, Lomonosova Street 9, St. Petersburg 191002, Russia
| | - Artemii S Ivanov
- Institute for Functional Intelligent Materials, National University of Singapore, Singapore 117544, Singapore
- Department of Materials Science and Engineering, National University of Singapore, Singapore 117575, Singapore
| | - Vladimir V Shilovskikh
- Infochemistry Scientific Center of ITMO University, Lomonosova Street 9, St. Petersburg 191002, Russia
| | - Olga Yu Orlova
- Infochemistry Scientific Center of ITMO University, Lomonosova Street 9, St. Petersburg 191002, Russia
| | - Konstantin G Nikolaev
- Infochemistry Scientific Center of ITMO University, Lomonosova Street 9, St. Petersburg 191002, Russia
| | - Daria V Andreeva
- Institute for Functional Intelligent Materials, National University of Singapore, Singapore 117544, Singapore
- Department of Materials Science and Engineering, National University of Singapore, Singapore 117575, Singapore
| | - Ekaterina V Skorb
- Infochemistry Scientific Center of ITMO University, Lomonosova Street 9, St. Petersburg 191002, Russia
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7
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Needs SH, Osborn HMI, Edwards AD. Counting bacteria in microfluidic devices: Smartphone compatible 'dip-and-test' viable cell quantitation using resazurin amplified detection in microliter capillary arrays. J Microbiol Methods 2021; 187:106199. [PMID: 33771524 DOI: 10.1016/j.mimet.2021.106199] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 03/05/2021] [Accepted: 03/05/2021] [Indexed: 11/29/2022]
Abstract
Viable bacterial cell counting is fundamental to analytical microbiology and agar plate colony counting remains common yet laborious and slow. Here, we demonstrate two methods for counting bacteria using commercially available microfluidic devices. We show that accurate viable cell counting is possible using simple and easy 'dip and test' arrays of microcapillaries. Colorimetric and fluorescent growth detection both permit viable cell counting in microcapillaries either by limiting dilution into multiple microfluidic compartments using a single endpoint measurement, or alternatively by quantifying growth kinetics. The microcapillary devices are compatible with conventional 96 well plates and multichannel pipettes, expanding each microplate row into 120 individual 1 or 2 μL samples. At limiting dilution, counting the proportion of positive compartments permitted accurate calculation of gram-negative and gram-positive bacteria (E. coli and S. saprophyticus) at concentrations down to as low as 10 CFU/mL with almost 1:1 agreement with agar plate colony counts over four orders of magnitude. A smartphone camera was sufficient to record endpoint images of resazurin growth detection both colorimetrically and fluorescently. Viable cell counting of E. coli and S. saprophyticus was also possible through recording growth kinetics and determining the time taken to detect resazurin conversion. However, only the limiting dilution method remained consistent in the presence of urine matrix, as some interference in growth rate was observed when bacteria were spiked into higher concentrations of normal urine to simulate urinary tract infection patient samples. However, with the limiting dilution counting method endpoint growth was always detected even in the presence of 90% urine matrix, suggesting that this method might permit bacterial pathogen counting directly in clinical samples without agar plating.
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Affiliation(s)
- Sarah H Needs
- School of Pharmacy, University of Reading, Whiteknights Campus, Reading RG6 6DX, UK.
| | - Helen M I Osborn
- School of Pharmacy, University of Reading, Whiteknights Campus, Reading RG6 6DX, UK
| | - Alexander D Edwards
- School of Pharmacy, University of Reading, Whiteknights Campus, Reading RG6 6DX, UK; Capillary Film Technology Ltd, Daux Road, Billingshurst RH14 9SJ, UK.
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8
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Yamaguchi Y, Yamamoto T. One-Dimensional Flow of Bacteria on an Electrode Rail by Dielectrophoresis: Toward Single-Cell-Based Analysis. MICROMACHINES 2021; 12:mi12020123. [PMID: 33498919 PMCID: PMC7911595 DOI: 10.3390/mi12020123] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 01/17/2021] [Accepted: 01/21/2021] [Indexed: 12/15/2022]
Abstract
Many applications in biotechnology and medicine, among other disciplines, require the rapid enumeration of bacteria, preferably using miniaturized portable devices. Microfluidic technology is expected to solve this miniaturization issue. In the enumeration of bacteria in microfluidic devices, the technique of aligning bacteria in a single line prior to counting is the key to an accurate count at single-bacterium resolution. Here, we describe the numerical and experimental evaluation of a device utilizing a dielectrophoretic force to array bacteria in a single line, allowing their facile numeration. The device comprises a channel to flow bacteria, two counter electrodes, and a capture electrode several microns or less in width for arranging bacteria in a single line. When the capture electrode is narrower than the diameter of a bacterium, the entrapment efficiency of the one-dimensional array is 80% or more within 2 s. Furthermore, since some cell-sorting applications require bacteria to move against the liquid flow, we demonstrated that bacteria can move in a single line in the off-axial direction tilted 30° from the flow direction. Our findings provide the basis for designing miniature, portable devices for evaluating bacteria with single-cell accuracy.
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9
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Machine learning-driven electronic identifications of single pathogenic bacteria. Sci Rep 2020; 10:15525. [PMID: 32968098 PMCID: PMC7512020 DOI: 10.1038/s41598-020-72508-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 09/02/2020] [Indexed: 11/28/2022] Open
Abstract
A rapid method for screening pathogens can revolutionize health care by enabling infection control through medication before symptom. Here we report on label-free single-cell identifications of clinically-important pathogenic bacteria by using a polymer-integrated low thickness-to-diameter aspect ratio pore and machine learning-driven resistive pulse analyses. A high-spatiotemporal resolution of this electrical sensor enabled to observe galvanotactic response intrinsic to the microbes during their translocation. We demonstrated discrimination of the cellular motility via signal pattern classifications in a high-dimensional feature space. As the detection-to-decision can be completed within milliseconds, the present technique may be used for real-time screening of pathogenic bacteria for environmental and medical applications.
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10
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Pollard M, Hunsicker E, Platt M. A Tunable Three-Dimensional Printed Microfluidic Resistive Pulse Sensor for the Characterization of Algae and Microplastics. ACS Sens 2020; 5:2578-2586. [PMID: 32638589 DOI: 10.1021/acssensors.0c00987] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Technologies that can detect and characterize particulates in liquids have applications in health, food, and environmental monitoring. Simply counting the numbers of cells or particles is not sufficient for most applications; other physical properties must also be measured. Typically, it is necessary to compromise between the speed of a sensor and its chemical and biological specificity. Here, we present a low-cost and high-throughput multiuse counter that classifies a particle's size, concentration, and shape. We also report how the porosity/conductivity or the particle can influence the signal. Using an additive manufacturing process, we have assembled a reusable flow resistive pulse sensor capable of being tuned in real time to measure particles from 2 to 30 μm across a range of salt concentrations, i.e., 2.5 × 10-4 to 0.1 M. The device remains stable for several days with repeat measurements. We demonstrate its use for characterizing algae with spherical and rod structures as well as microplastics shed from tea bags. We present a methodology that results in a specific signal for microplastics, namely, a conductive pulse, in contrast to particles with smooth surfaces such as calibration particles or algae, allowing the presence of microplastics to be easily confirmed and quantified. In addition, the shapes of the signal and of the particle are correlated, giving an extra physical property to characterize suspended particulates. The technology can rapidly screen volumes of liquid, 1 mL/min, for the presence of microplastics and algae.
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Affiliation(s)
- Marcus Pollard
- School of Science, Loughborough University, Epinal Way, Loughborough LE11 3TU, United Kingdom of Great Britain and Northern Ireland
| | - Eugenie Hunsicker
- School of Science, Loughborough University, Epinal Way, Loughborough LE11 3TU, United Kingdom of Great Britain and Northern Ireland
| | - Mark Platt
- School of Science, Loughborough University, Epinal Way, Loughborough LE11 3TU, United Kingdom of Great Britain and Northern Ireland
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11
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Choi G, Murphy E, Guan W. Microfluidic Time-Division Multiplexing Accessing Resistive Pulse Sensor for Particle Analysis. ACS Sens 2019; 4:1957-1963. [PMID: 31264411 DOI: 10.1021/acssensors.9b01067] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Due to its simplicity and robustness, pore-based resistive pulse sensors have been widely used to detect, measure, and analyze particles at length scales ranging from nanometers to micrometers. While multiple pore-based resistive pulse sensors are preferred to increase the analysis throughput and to overcome the clogging issues, the scalability is often limited. In response, by combining the time-division multiple access technique in the telecommunication field with the microfluidics, we reported a microfluidic time-division multiplexing accessing (TDMA) single-end resistive pulse sensor, in which particles can be analyzed through a scalable number of microfluidic channels. With an eight-channel microfluidic device and polystyrene particles as proof-of-principle, we successfully demonstrated this multiplexed technology is effective in measuring the particle size and concentration, in analyzing the particle arriving dynamics, and in discriminating mixed populations. Importantly, the availability of multiple sensing pores provides a robust mechanism to overcome the clogging issue, allowing the analysis to continue even when some of the pores are clogged. We anticipate this TDMA approach could find wide applications and facilitate future development of multiplexed resistive pulse sensing from the microscale to nanoscale.
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Affiliation(s)
- Gihoon Choi
- Department of Electrical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Erica Murphy
- Department of Electrical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Weihua Guan
- Department of Electrical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Biomedical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
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12
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A novel microfluidic resistive pulse sensor with multiple voltage input channels and a side sensing gate for particle and cell detection. Anal Chim Acta 2019; 1052:113-123. [DOI: 10.1016/j.aca.2018.11.049] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 11/26/2018] [Indexed: 01/13/2023]
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13
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Zhang XY, Li ZY, Zhang Y, Zang XQ, Ueno K, Misawa H, Sun K. Bacterial Concentration Detection using a PCB-based Contactless Conductivity Sensor. MICROMACHINES 2019; 10:E55. [PMID: 30646622 PMCID: PMC6356519 DOI: 10.3390/mi10010055] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 01/10/2019] [Accepted: 01/10/2019] [Indexed: 01/29/2023]
Abstract
Capacitively coupled contactless conductivity detection (C⁴D) is an improved approach to avoid the problems of labor-intensive, time-consuming and insufficient accuracy of plate count as well as the high-cost apparatus of flow cytometry (FCM) in bacterial counting. This article describes a novel electrode-integrated printed-circuit-board (PCB)-based C⁴D device, which supports the simple and safe exchange of capillaries and improves the sensitivity and repeatability of the contactless detection. Furthermore, no syringe pump is needed in the detection, it reduces the system size, and, more importantly, avoids the effect on the bacteria due to high pressure. The recovered bacteria after C⁴D detection at excitation of 25 Vpp and 60⁻120 kHz were analyzed by flow cytometry, and a survival rate higher than 96% was given. It was verified that C⁴D detection did not influence the bacterial viability. Moreover, bacteria concentrations from 10⁶ cells/mL to 10⁸ cells/mL were measured in a linear range, and relative standard deviation (RSD) is below 0.2%. In addition, the effects on bacteria and C⁴D from background solutions were discussed. In contrast to common methods used in most laboratories, this method may provide a simple solution to in situ detection of bacterial cultures.
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Affiliation(s)
- Xiao-Yan Zhang
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China.
| | - Zhe-Yu Li
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China.
| | - Yu Zhang
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China.
| | - Xiao-Qian Zang
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China.
| | - Kosei Ueno
- Research Institute for Electronic Science, Hokkaido University, Sapporo 001-0021, Japan.
| | - Hiroaki Misawa
- Research Institute for Electronic Science, Hokkaido University, Sapporo 001-0021, Japan.
- Department of Applied Chemistry & Institute of Molecular Science, National Chiao Tung University, Hsinchu 30010, Taiwan.
| | - Kai Sun
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China.
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Song Z, Li M, Li B, Yan Y, Song Y. Automatic detecting and counting magnetic beads-labeled target cells from a suspension in a microfluidic chip. Electrophoresis 2018; 40:897-905. [DOI: 10.1002/elps.201800345] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 10/11/2018] [Accepted: 10/26/2018] [Indexed: 01/06/2023]
Affiliation(s)
- Zhenyu Song
- Department of Radiotherapy; Jiaozhou Central Hospital; Qingdao P. R. China
| | - Mengqi Li
- Department of Mechanical and Mechatronics Engineering; University of Waterloo; Waterloo ON Canada
| | - Bao Li
- Department of Marine Engineering; Dalian Maritime University; Dalian P. R. China
| | - Yimo Yan
- Department of Biomedical Engineering; School of Medicine; Tsinghua University; Beijing P. R. China
- Graduate School at Shenzhen; Tsinghua University; Shenzhen P. R. China
| | - Yongxin Song
- Department of Marine Engineering; Dalian Maritime University; Dalian P. R. China
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15
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Peng R, Li D. Particle detection on microfluidic chips by differential resistive pulse sensing (RPS) method. Talanta 2018; 184:418-428. [PMID: 29674063 DOI: 10.1016/j.talanta.2018.03.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 03/05/2018] [Accepted: 03/09/2018] [Indexed: 11/19/2022]
Abstract
The resistive pulse sensing (RPS) method has been widely used for characterization of particles, cells, and biomolecules due to its merits of high sensitivity and resolution. This paper investigates working parameters involved in detecting submicron and micron-sized particles by the differential RPS method on microfluidic chips. Effects of particle-to-sensor size ratio, ionic concentration and pH of the electrolyte solution, and applied electric field are studied systematically by using polystyrene particles with a size range from 140 nm to 5 µm. The results show that both the amplitude and the signal-to-noise ratio (SNR) of the RPS signals increase with the particle-to-sensor size ratio as well as the ionic concentration of the electrolyte media. The amplitude of the RPS signals also increases with increasing applied voltage, while the SNR experiences an upslope at low voltages and a decline under the condition of high voltages. pH has little effect on the background noise of the differential RPS signals but reduces the amplitude of the RPS signals at high pH. Grouping of RPS signals is considered to be caused by interactions between the sensor walls and the particles. Nanoparticle detection by the differential RPS method can be enhanced by optimizing these working parameters.
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Affiliation(s)
- Ran Peng
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1
| | - Dongqing Li
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, Canada N2L 3G1.
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16
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Impedimetric detection of bacteria by using a microfluidic chip and silver nanoparticle based signal enhancement. Mikrochim Acta 2018; 185:184. [PMID: 29594583 DOI: 10.1007/s00604-017-2645-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Accepted: 12/28/2017] [Indexed: 01/16/2023]
Abstract
The authors describe a method that can significantly improve the performance of impedimetric detection of bacteria. A multifunctional microfluidic chip was designed consisting of interdigitated microelectrodes and a micro-mixing zone with a Tesla structure. This maximizes the coating of bacterial surfaces with nanoparticles and results in improved impedimetric detection. The method was applied to the detection of Escherichia coli O157:H7 (E. coli). Silver enhancement was accomplished by coating E.coli with the cationic polymer diallyldimethylammonium chloride (PDDA) to form positively charged E. coli/PDDA complexes. Then, gold nanoparticles (AuNPs) were added, and the resulting E. coli/PDDA/AuNPs complexes were collected at interdigitated electrodes via positive dielectrophoresis (pDEP). A silver adduct was then formed on the E. coli/PDDA/AuNP complexes by using silver enhancement solutions and by using the AuNPs as catalysts. The combination of pDEP based capture and of using silver adducts reduces impedance by increasing the conductivity of the solution and the double layer capacitance around the microelectrodes. Impedance decreases linearly in the 2 × 103-2 × 105 cfu·mL-1 E. coli concentration range, with a 500 cfu·mL-1 detection limit. Egg shell wash samples and tap water spiked with E. coli were successfully used for validation, and this demonstrates the practical application of this method. Graphical abstract Schematic representation of the AuNP@Ag enhancement method integrated with multifunctional microfluidic chip platform for impedimetric quantitation of bacteria. The method significantly improves the performance of impedimetric detection of bacteria.
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17
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Shen Y, Song Z, Yan Y, Song Y, Pan X, Wang Q. Automatic and Selective Single Cell Manipulation in a Pressure-Driven Microfluidic Lab-On-Chip Device. MICROMACHINES 2017. [PMCID: PMC6189766 DOI: 10.3390/mi8060172] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
A microfluidic lab-on-chip device was developed to automatically and selectively manipulate target cells at the single cell level. The device is composed of a microfluidic chip, mini solenoid valves with negative-pressurized soft tubes, and a LabView®-based data acquisition device. Once a target cell passes the resistive pulse sensing gate of the microfluidic chip, the solenoid valves are automatically actuated and open the negative-pressurized tubes placed at the ends of the collecting channels. As a result, the cell is transported to that collecting well. Numerical simulation shows that a 0.14 mm3 volume change of the soft tube can result in a 1.58 mm/s moving velocity of the sample solution. Experiments with single polystyrene particles and cancer cells samples were carried out to demonstrate the effectiveness of this method. Selectively manipulating a certain size of particles from a mixture solution was also achieved. Due to the very high pressure-driven flow switching, as many as 300 target cells per minute can be isolated from the sample solution and thus is particularly suitable for manipulating very rare target cells. The device is simple, automatic, and label-free and particularly suitable for isolating single cells off the chip one by one for downstream analysis.
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Affiliation(s)
- Yigang Shen
- Department of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Y.S.); (Y.Y.); (X.P.)
| | - Zhenyu Song
- Department of Radiotherapy, Jiaozhao Central Hospital, Qingdao 266300, China;
| | - Yimo Yan
- Department of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Y.S.); (Y.Y.); (X.P.)
| | - Yongxin Song
- Department of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Y.S.); (Y.Y.); (X.P.)
- Correspondence: (Y.S.); (Q.W.); Tel.: +86-411-8472-3553 (Y.S.); +86-411-8467-1669 (Q.W.)
| | - Xinxiang Pan
- Department of Marine Engineering, Dalian Maritime University, Dalian 116026, China; (Y.S.); (Y.Y.); (X.P.)
| | - Qi Wang
- Department of Respiratory Medicine, The Second Hospital Affiliated to Dalian Medical University, Dalian 116027, China
- Correspondence: (Y.S.); (Q.W.); Tel.: +86-411-8472-3553 (Y.S.); +86-411-8467-1669 (Q.W.)
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18
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Peng R, Li D. Detection and sizing of nanoparticles and DNA on PDMS nanofluidic chips based on differential resistive pulse sensing. NANOSCALE 2017; 9:5964-5974. [PMID: 28440838 DOI: 10.1039/c7nr00488e] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The RPS (Resistive Pulse Sensing) technique is a popular tool for the label-free detection of particles. This paper describes a simple, cost-effective PDMS nanofluidic chip for the detection and characterization of nanoparticles based on the differential RPS technique with high resolution and sensitivity. The chip is composed of two layers of PDMS slabs. Microchannel systems fabricated by the photolithography method on the top layer are used for sample loading and differential signal acquisition, and a straight nanochannel on the bottom layer fabricated by an unconventional approach bridging the gap between the microchannels works as an RPS sensing gate. A single-stage differential amplifier is used to amplify the RPS signals when particles or DNA pass through the sensing gate. It was demonstrated that this nanofluidic RPS chip can detect nanoparticles as small as 23 nm with a high SNR (Signal-to-Noise Ratio). The experimental results also show that the device is able to distinguish nanoparticles of smaller size differences such as 60 nm and 83 nm with high resolution, showing superior performance in comparison with the results obtained from DLS (Dynamic Light Scattering). This differential nano-RPS chip was also applied to detect the translocation of dsDNA molecules.
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Affiliation(s)
- Ran Peng
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, CanadaN2L 3G1.
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19
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An integrated microsystem with dielectrophoresis enrichment and impedance detection for detection of Escherichia coli. Biomed Microdevices 2017; 19:34. [DOI: 10.1007/s10544-017-0167-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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20
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Peng R, Li D. Fabrication of polydimethylsiloxane (PDMS) nanofluidic chips with controllable channel size and spacing. LAB ON A CHIP 2016; 16:3767-76. [PMID: 27539019 DOI: 10.1039/c6lc00867d] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The ability to create reproducible and inexpensive nanofluidic chips is essential to the fundamental research and applications of nanofluidics. This paper presents a novel and cost-effective method for fabricating a single nanochannel or multiple nanochannels in PDMS chips with controllable channel size and spacing. Single nanocracks or nanocrack arrays, positioned by artificial defects, are first generated on a polystyrene surface with controllable size and spacing by a solvent-induced method. Two sets of optimal working parameters are developed to replicate the nanocracks onto the polymer layers to form the nanochannel molds. The nanochannel molds are used to make the bi-layer PDMS microchannel-nanochannel chips by simple soft lithography. An alignment system is developed for bonding the nanofluidic chips under an optical microscope. Using this method, high quality PDMS nanofluidic chips with a single nanochannel or multiple nanochannels of sub-100 nm width and height and centimeter length can be obtained with high repeatability.
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Affiliation(s)
- Ran Peng
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, Waterloo, Ontario, N2L 3G Canada.
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21
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Oliveira AF, Pessoa ACSN, Bastos RG, de la Torre LG. Microfluidic tools toward industrial biotechnology. Biotechnol Prog 2016; 32:1372-1389. [DOI: 10.1002/btpr.2350] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Revised: 08/15/2016] [Indexed: 01/29/2023]
Affiliation(s)
- Aline F. Oliveira
- Department of Bioprocesses and Materials Engineering, School of Chemical Engineering, University of Campinas; 500 Albert Einstein avenue Campinas P.O. Box 6066
| | - Amanda C. S. N. Pessoa
- Department of Bioprocesses and Materials Engineering, School of Chemical Engineering, University of Campinas; 500 Albert Einstein avenue Campinas P.O. Box 6066
| | - Reinaldo G. Bastos
- Department of Agroindustrial Technology and Rural Socioeconomy, Center of Agricultural Sciences, Federal University of São Carlos; Km 174 Anhanguera Highway Araras P.O. Box 153
| | - Lucimara G. de la Torre
- Department of Bioprocesses and Materials Engineering, School of Chemical Engineering, University of Campinas; 500 Albert Einstein avenue Campinas P.O. Box 6066
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Kim M, Jung T, Kim Y, Lee C, Woo K, Seol JH, Yang S. A microfluidic device for label-free detection of Escherichia coli in drinking water using positive dielectrophoretic focusing, capturing, and impedance measurement. Biosens Bioelectron 2015; 74:1011-5. [DOI: 10.1016/j.bios.2015.07.059] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2015] [Revised: 07/03/2015] [Accepted: 07/25/2015] [Indexed: 11/29/2022]
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23
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Song Y, Yang J, Pan X, Li D. High-throughput and sensitive particle counting by a novel microfluidic differential resistive pulse sensor with multidetecting channels and a common reference channel. Electrophoresis 2015; 36:495-501. [DOI: 10.1002/elps.201400427] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2014] [Revised: 10/25/2014] [Accepted: 10/27/2014] [Indexed: 01/27/2023]
Affiliation(s)
- Yongxin Song
- Department of Marine Engineering; Dalian Maritime University; Dalian China
| | - Jiandong Yang
- Department of Marine Engineering; Dalian Maritime University; Dalian China
| | - Xinxiang Pan
- Department of Marine Engineering; Dalian Maritime University; Dalian China
| | - Dongqing Li
- Department of Mechanical and Mechatronics Engineering; University of Waterloo; Waterloo Canada
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24
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Wang R, Ni Y, Xu Y, Jiang Y, Dong C, Chuan N. Immuno-capture and in situ detection of Salmonella typhimurium on a novel microfluidic chip. Anal Chim Acta 2014; 853:710-717. [PMID: 25467522 DOI: 10.1016/j.aca.2014.10.042] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 09/27/2014] [Accepted: 10/24/2014] [Indexed: 11/19/2022]
Abstract
The new method presented in this article achieved the goal of capturing Salmonella typhimurium via immunoreaction and rapid in situ detection of the CdSe/ZnS quantum dots (QDs) labeled S. typhimurium by self-assembly light-emitting diode-induced fluorescence detection (LIF) microsystem on a specially designed multichannel microfluidic chip. CdSe/ZnS QDs were used as fluorescent markers improving detection sensitivity. The microfluidic chip developed in this study was composed of 12 sample channels, 3 mixing zones, and 6 immune reaction zones, which also acted as fluorescence detection zones. QDs-IgG-primary antibody complexes were generated by mixing CdSe/ZnS QDs conjugated secondary antibody (QDs-IgG) and S. typhimurium antibody (primary antibody) in mixing zones. Then, the complexes went into immune reaction zones to label previously captured S. typhimurium in the sandwich mode. The capture rate of S. typhimurium in each detection zone was up to 70%. The enriched QDs-labeled S. typhimurium was detected using a self-assembly LIF microsystem. A good linear relationship was obtained in the range from 3.7×10 to 3.7×10(5) cfu mL(-1) using the equation I=0.1739 log (C)-0.1889 with R(2)=0.9907, and the detection limit was down to 37 cfu mL(-1). The proposed method of online immunolabeling with QDs for in situ fluorescence detection on the designed multichannel microfluidic chip had been successfully used to detect S. typhimurium in pork sample, and it has shown potential advantages in practice.
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Affiliation(s)
- Renjie Wang
- College of Chemistry and Chemical Engineering, Chongqing University, No. 174, St. Shazheng, Shapingba District, Chongqing, China.
| | - Yanan Ni
- College of Chemistry and Chemical Engineering, Chongqing University, No. 174, St. Shazheng, Shapingba District, Chongqing, China.
| | - Yi Xu
- College of Chemistry and Chemical Engineering, Chongqing University, No. 174, St. Shazheng, Shapingba District, Chongqing, China; National Center for International Research of Micro/Nano-System and New Material Technology, No. 174, St. Shazhengjie, Shapingba District, Chongqing, China; Key Laboratory of Fundamental Science of Micro/Nano-Device and System Technology for National Defense, Chongqing, China.
| | - Yan Jiang
- College of Chemistry and Chemical Engineering, Chongqing University, No. 174, St. Shazheng, Shapingba District, Chongqing, China.
| | - Chunyan Dong
- College of Chemistry and Chemical Engineering, Chongqing University, No. 174, St. Shazheng, Shapingba District, Chongqing, China.
| | - Na Chuan
- College of Chemistry and Chemical Engineering, Chongqing University, No. 174, St. Shazheng, Shapingba District, Chongqing, China.
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25
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Song Y, Li M, Pan X, Wang Q, Li D. Size-based cell sorting with a resistive pulse sensor and an electromagnetic pump in a microfluidic chip. Electrophoresis 2014; 36:398-404. [DOI: 10.1002/elps.201400292] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Revised: 08/03/2014] [Accepted: 08/11/2014] [Indexed: 12/24/2022]
Affiliation(s)
- Yongxin Song
- Department of Marine Engineering; Dalian Maritime University; Dalian P. R. China
| | - Mengqi Li
- Department of Marine Engineering; Dalian Maritime University; Dalian P. R. China
| | - Xinxiang Pan
- Department of Marine Engineering; Dalian Maritime University; Dalian P. R. China
| | - Qi Wang
- Department of Respiratory Medicine; The second affiliated hospital of Dalian Medical University; Dalian P. R. China
| | - Dongqing Li
- Department of Mechanical and Mechatronics Engineering; University of Waterloo; Waterloo Ontario Canada
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26
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Chen HT, Fu LM, Huang HH, Shu WE, Wang YN. Particles small angle forward-scattered light measurement based on photovoltaic cell microflow cytometer. Electrophoresis 2013; 35:337-44. [DOI: 10.1002/elps.201300189] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2013] [Revised: 07/04/2013] [Accepted: 07/16/2013] [Indexed: 11/05/2022]
Affiliation(s)
- Han-Taw Chen
- Department of Mechanical Engineering; National Cheng-Kung University; Tainan Taiwan
| | - Lung-Ming Fu
- Department of Materials Engineering; National Pingtung University of Science and Technology; Pingtung Taiwan
| | - Hsing-Hui Huang
- Department of Vehicle Engineering; National Pingtung University of Science and Technology; Pingtung Taiwan
| | - Wei-En Shu
- Department of Vehicle Engineering; National Pingtung University of Science and Technology; Pingtung Taiwan
| | - Yao-Nan Wang
- Department of Vehicle Engineering; National Pingtung University of Science and Technology; Pingtung Taiwan
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27
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Sun J, Kang Y, Boczko EM, Jiang X. A Microfluidic Cell Size/Density Sensor by Resistive Pulse Detection. ELECTROANAL 2013. [DOI: 10.1002/elan.201200507] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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28
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Song Y, Peng R, Wang J, Pan X, Sun Y, Li D. Automatic particle detection and sorting in an electrokinetic microfluidic chip. Electrophoresis 2013; 34:684-90. [DOI: 10.1002/elps.201200416] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Revised: 09/29/2012] [Accepted: 10/18/2012] [Indexed: 01/09/2023]
Affiliation(s)
- Yongxin Song
- Department of Marine Engineering; Dalian Maritime University; Dalian; P. R. China
| | - Ran Peng
- Department of Marine Engineering; Dalian Maritime University; Dalian; P. R. China
| | - Junsheng Wang
- College of Information Science and Technology; Dalian Maritime University; Dalian; P. R. China
| | - Xinxiang Pan
- Department of Marine Engineering; Dalian Maritime University; Dalian; P. R. China
| | - Yeqing Sun
- Institute of Environmental Systems Biology; Dalian Maritime University; Dalian; P. R. China
| | - Dongqing Li
- Department of Mechanical and Mechatronics Engineering; University of Waterloo; Waterloo; ON; Canada
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29
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Song Y, Yang J, Shi X, Jiang H, Wu Y, Peng R, Wang Q, Gong N, Pan X, Sun Y, Li D. DC dielectrophoresis separation of marine algae and particles in a microfluidic chip. Sci China Chem 2012. [DOI: 10.1007/s11426-012-4533-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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