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Röckendorf N, Ramaker K, Gaede K, Tappertzhofen K, Lunding L, Wegmann M, Horbert P, Weber K, Frey A. Parallel detection of multiple biomarkers in a point-of-care-competent device for the prediction of exacerbations in chronic inflammatory lung disease. Sci Rep 2024; 14:12830. [PMID: 38834656 DOI: 10.1038/s41598-024-62784-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 05/16/2024] [Indexed: 06/06/2024] Open
Abstract
Sudden aggravations of chronic inflammatory airway diseases are difficult-to-foresee life-threatening episodes for which advanced prognosis-systems are highly desirable. Here we present an experimental chip-based fluidic system designed for the rapid and sensitive measurement of biomarkers prognostic for potentially imminent asthma or COPD exacerbations. As model biomarkers we chose three cytokines (interleukin-6, interleukin-8, tumor necrosis factor alpha), the bacterial infection marker C-reactive protein and the bacterial pathogen Streptococcus pneumoniae-all relevant factors in exacerbation episodes. Assay protocols established in laboratory environments were adapted to 3D-printed fluidic devices with emphasis on short processing times, low reagent consumption and a low limit of detection in order to enable the fluidic system to be used in point-of-care settings. The final device demonstrator was validated with patient sample material for its capability to detect endogenous as well as exogenous biomarkers in parallel.
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Affiliation(s)
- Niels Röckendorf
- Division of Mucosal Immunology and Diagnostics, Priority Area Chronic Lung Diseases, Research Center Borstel - Leibniz Lung Center, Member of Leibniz Health Technologies, Parkallee 1-40, Borstel, Germany
| | - Katrin Ramaker
- Division of Mucosal Immunology and Diagnostics, Priority Area Chronic Lung Diseases, Research Center Borstel - Leibniz Lung Center, Member of Leibniz Health Technologies, Parkallee 1-40, Borstel, Germany
| | - Karoline Gaede
- BioMaterialBank-North, Department of Medicine, Research Center Borstel - Leibniz Lung Center, Parkallee 1-40, Borstel, Germany
- Airway Research Center North (ARCN), German Center for Lung Research (DZL), Borstel, Germany
| | - Kristof Tappertzhofen
- Division of Mucosal Immunology and Diagnostics, Priority Area Chronic Lung Diseases, Research Center Borstel - Leibniz Lung Center, Member of Leibniz Health Technologies, Parkallee 1-40, Borstel, Germany
| | - Lars Lunding
- Division of Lung Immunology, Priority Area Chronic Lung Diseases, Research Center Borstel - Leibniz Lung Center, Member of Leibniz Health Technologies, Parkallee 1-40, Borstel, Germany
- Airway Research Center North (ARCN), German Center for Lung Research (DZL), Borstel, Germany
| | - Michael Wegmann
- Division of Lung Immunology, Priority Area Chronic Lung Diseases, Research Center Borstel - Leibniz Lung Center, Member of Leibniz Health Technologies, Parkallee 1-40, Borstel, Germany
- Airway Research Center North (ARCN), German Center for Lung Research (DZL), Borstel, Germany
| | - Peter Horbert
- Department of Spectroscopy and Imaging, Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, Jena, Germany
| | - Karina Weber
- Department of Spectroscopy and Imaging, Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, Jena, Germany
| | - Andreas Frey
- Division of Mucosal Immunology and Diagnostics, Priority Area Chronic Lung Diseases, Research Center Borstel - Leibniz Lung Center, Member of Leibniz Health Technologies, Parkallee 1-40, Borstel, Germany.
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Vignesh V, Castro-Dominguez B, James TD, Gamble-Turner JM, Lightman S, Reis NM. Advancements in Cortisol Detection: From Conventional Methods to Next-Generation Technologies for Enhanced Hormone Monitoring. ACS Sens 2024; 9:1666-1681. [PMID: 38551608 PMCID: PMC11059103 DOI: 10.1021/acssensors.3c01912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 01/22/2024] [Accepted: 03/08/2024] [Indexed: 05/02/2024]
Abstract
The hormone cortisol, released as the end-product of the hypothalamic-pituitary-adrenal (HPA) axis, has a well-characterized circadian rhythm that enables an allostatic response to external stressors. When the pattern of secretion is disrupted, cortisol levels are chronically elevated, contributing to diseases such as heart attacks, strokes, mental health disorders, and diabetes. The diagnosis of chronic stress and stress related disorders depends upon accurate measurement of cortisol levels; currently, it is quantified using mass spectroscopy or immunoassay, in specialized laboratories with trained personnel. However, these methods are time-consuming, expensive and are unable to capture the dynamic biorhythm of the hormone. This critical review traces the path of cortisol detection from traditional laboratory-based methods to decentralised cortisol monitoring biosensors. A complete picture of cortisol biology and pathophysiology is provided, and the importance of precision medicine style monitoring of cortisol is highlighted. Antibody-based immunoassays still dominate the pipeline of development of point-of-care biosensors; new capture molecules such as aptamers and molecularly imprinted polymers (MIPs) combined with technologies such as microfluidics, wearable electronics, and quantum dots offer improvements to limit of detection (LoD), specificity, and a shift toward rapid or continuous measurements. While a variety of different sensors and devices have been proposed, there still exists a need to produce quantitative tests for cortisol ─ using either rapid or continuous monitoring devices that can enable a personalized medicine approach to stress management. This can be addressed by synergistic combinations of technologies that can leverage low sample volumes, relevant limit of detection and rapid testing time, to better account for cortisol's shifting biorhythm. Trends in cortisol diagnostics toward rapid and continuous monitoring of hormones are highlighted, along with insights into choice of sample matrix.
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Affiliation(s)
- Visesh Vignesh
- Department
of Chemical Engineering and Centre for Bioengineering and Biomedical
Technologies (CBio) University of Bath, BA2 7AY Bath, U.K.
| | - Bernardo Castro-Dominguez
- Department
of Chemical and Engineering and Digital Manufacturing and Design University
of Bath, BA2 7AY Bath, U.K.
| | - Tony D. James
- Department
of Chemistry, University of Bath, BA2 7AY Bath, U.K.
| | | | - Stafford Lightman
- Translational
Health Sciences, Bristol Medical School, University of Bristol, BS1 3NY Bristol, U.K.
| | - Nuno M. Reis
- Department
of Chemical Engineering and Centre for Bioengineering and Biomedical
Technologies (CBio) University of Bath, BA2 7AY Bath, U.K.
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Sarıyer RM, Gill K, Needs SH, Hodge D, Reis NM, Jones CI, Edwards AD. Time- and distance-resolved robotic imaging of fluid flow in vertical microfluidic strips: a new technique for quantitative, multiparameter measurement of global haemostasis. SENSORS & DIAGNOSTICS 2023; 2:1623-1637. [PMID: 38013763 PMCID: PMC10633108 DOI: 10.1039/d3sd00162h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 09/26/2023] [Indexed: 11/29/2023]
Abstract
Measuring the complex processes of blood coagulation, haemostasis and thrombosis that are central to cardiovascular health and disease typically requires a choice between high-resolution low-throughput laboratory assays, or simpler less quantitative tests. We propose combining mass-produced microfluidic devices with open-source robotic instrumentation to enable rapid development of affordable and portable, yet high-throughput and performance haematological testing. A time- and distance-resolved fluid flow analysis by Raspberry Pi imaging integrated with controlled sample addition and illumination, enabled simultaneous tracking of capillary rise in 120 individual capillaries (∼160, 200 or 270 μm internal diameter), in 12 parallel disposable devices. We found time-resolved tracking of capillary rise in each individual microcapillary provides quantitative information about fluid properties and most importantly enables quantitation of dynamic changes in these properties following stimulation. Fluid properties were derived from flow kinetics using a pressure balance model validated with glycerol-water mixtures and blood components. Time-resolved imaging revealed fluid properties that were harder to determine from a single endpoint image or equilibrium analysis alone. Surprisingly, instantaneous superficial fluid velocity during capillary rise was found to be largely independent of capillary diameter at initial time points. We tested if blood function could be measured dynamically by stimulating blood with thrombin to trigger activation of global haemostasis. Thrombin stimulation slowed vertical fluid velocity consistent with a dynamic increase in viscosity. The dynamics were concentration-dependent, with highest doses reducing flow velocity faster (within 10 s) than lower doses (10-30 s). This open-source imaging instrumentation expands the capability of affordable microfluidic devices for haematological testing, towards high-throughput multi-parameter blood analysis needed to understand and improve cardiovascular health.
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Affiliation(s)
- Rüya Meltem Sarıyer
- Reading School of Pharmacy, University of Reading Whiteknights Reading RG6 6UB UK +44 (0)118 378 4253
| | - Kirandeep Gill
- Reading School of Pharmacy, University of Reading Whiteknights Reading RG6 6UB UK +44 (0)118 378 4253
- Department of Chemical Engineering and Centre for Biosensors, Bioelectronics and Biodevices (CBio), University of Bath Bath BA2 7AY UK
| | - Sarah H Needs
- Reading School of Pharmacy, University of Reading Whiteknights Reading RG6 6UB UK +44 (0)118 378 4253
| | - Daniel Hodge
- Reading School of Biological Sciences, University of Reading Whiteknights Reading UK
| | - Nuno M Reis
- Department of Chemical Engineering and Centre for Biosensors, Bioelectronics and Biodevices (CBio), University of Bath Bath BA2 7AY UK
| | - Chris I Jones
- Reading School of Biological Sciences, University of Reading Whiteknights Reading UK
| | - Alexander D Edwards
- Reading School of Pharmacy, University of Reading Whiteknights Reading RG6 6UB UK +44 (0)118 378 4253
- School of Electronics and Computer Science, University of Southampton Highfield Southampton SO17 1BJ UK
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Long MM, Needs SH, Edwards AD. Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis. Antibiotics (Basel) 2023; 12:1363. [PMID: 37760660 PMCID: PMC10525283 DOI: 10.3390/antibiotics12091363] [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: 07/20/2023] [Revised: 08/17/2023] [Accepted: 08/19/2023] [Indexed: 09/29/2023] Open
Abstract
The time-consuming nature of current methods for detecting antimicrobial resistance (AMR) to guide mastitis treatment and for surveillance, drives innovation towards faster, easier, and more portable technology. Rapid on-farm testing could guide antibiotic selection, reducing misuse that contributes to resistance. We identify challenges that arise when developing miniaturized antibiotic susceptibility tests (AST) for rapid on-farm use directly in milk. We experimentally studied three factors: sample matrix (specifically milk or spoiled milk); the commensal bacteria found in fresh bovine milk; and result time on the performance of miniaturised AST. Microfluidic "dip-and-test" devices made from microcapillary film (MCF) were able to monitor Gram-negative bacterial growth colourimetrically even in the presence of milk and yoghurt (used to simulate spoiled milk samples), as long as this sample matrix was diluted 1:5 or more in growth medium. Growth detection kinetics using resazurin was not changed by milk at final concentrations of 20% or lower, but a significant delay was seen with yoghurt above 10%. The minimum inhibitory concentration (MIC) for ciprofloxacin and gentamicin was increased in the presence of higher concentrations of milk and yoghurt. When diluted to 1% all observed MIC were within range, indicating dilution may be sufficient to avoid milk matrix interfering with microfluidic AST. We found a median commensal cell count of 6 × 105 CFU/mL across 40 healthy milk samples and tested if these bacteria could alter microfluidic AST. We found that false susceptibility may be observed at early endpoint times if testing some pathogen and commensal mixtures. However, such errors are only expected to occur when a susceptible commensal organism is present at higher cell density relative to the resistant pathogen, and this can be avoided by reading at later endpoints, leading to a trade-off between accuracy and time-to-result. We conclude that with further optimisation, and additional studies of Gram-positive organisms, it should be possible to obtain rapid results for microfluidic AST, but a trade-off is needed between time-to-result, sample dilution, and accuracy.
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Affiliation(s)
- Matthew Michael Long
- School of Pharmacy, University of Reading, Reading RG6 6DX, UK; (M.M.L.); (S.H.N.)
| | - Sarah Helen Needs
- School of Pharmacy, University of Reading, Reading RG6 6DX, UK; (M.M.L.); (S.H.N.)
| | - Alexander Daniel Edwards
- School of Pharmacy, University of Reading, Reading RG6 6DX, UK; (M.M.L.); (S.H.N.)
- Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, UK
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5
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Needs SH, Pivetal J, Hayward J, Kidd SP, Lam H, Diep T, Gill K, Woodward M, Reis NM, Edwards AD. Moving microcapillary antibiotic susceptibility testing (mcAST) towards the clinic: unravelling kinetics of detection of uropathogenic E. coli, mass-manufacturing and usability for detection of urinary tract infections in human urine. SENSORS & DIAGNOSTICS 2023; 2:736-750. [PMID: 37216011 PMCID: PMC10197089 DOI: 10.1039/d2sd00138a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 04/20/2023] [Indexed: 05/24/2023]
Abstract
Innovation in infection based point-of-care (PoC) diagnostics is vital to avoid unnecessary use of antibiotics and the development of antimicrobial resistance. Several groups including our research team have in recent years successfully miniaturised phenotypic antibiotic susceptibility tests (AST) of isolated bacterial strains, providing validation that miniaturised AST can match conventional microbiological methods. Some studies have also shown the feasibility of direct testing (without isolation or purification), specifically for urinary tract infections, paving the way for direct microfluidic AST systems at PoC. As rate of bacteria growth is intrinsically linked to the temperature of incubation, transferring miniaturised AST nearer the patient requires building new capabilities in terms of temperature control at PoC, furthermore widespread clinical use will require mass-manufacturing of microfluidic test strips and direct testing of urine samples. This study shows for the first-time application of microcapillary antibiotic susceptibility testing (mcAST) directly from clinical samples, using minimal equipment and simple liquid handling, and with kinetics of growth recorded using a smartphone camera. A complete PoC-mcAST system was presented and tested using 12 clinical samples sent to a clinical laboratory for microbiological analysis. The test showed 100% accuracy for determining bacteria in urine above the clinical threshold (5 out of 12 positive) and achieved 95% categorical agreement for 5 positive urines tested with 4 antibiotics (nitrofurantoin, ciprofloxacin, trimethoprim and cephalexin) within 6 h compared to the reference standard overnight AST method. A kinetic model is presented for metabolization of resazurin, demonstrating kinetics of degradation of resazurin in microcapillaries follow those observed for a microtiter plate, with time for AST dependent on the initial CFU ml-1 of uropathogenic bacteria in the urine sample. In addition, we show for the first time that use of air-drying for mass-manufacturing and deposition of AST reagents within the inner surface of mcAST strips matches results obtained with standard AST methods. These results take mcAST a step closer to clinical application, for example as PoC support for antibiotic prescription decisions within a day.
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Affiliation(s)
- Sarah H Needs
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Jeremy Pivetal
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Jessica Hayward
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Stephen P Kidd
- Hampshire Hospitals NHS Foundation Trust Basingstoke and North Hampshire Hospital Basingstoke RG24 9NA UK
| | - HoYin Lam
- Hampshire Hospitals NHS Foundation Trust Basingstoke and North Hampshire Hospital Basingstoke RG24 9NA UK
| | - Tai Diep
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Kiran Gill
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Martin Woodward
- Department of Food and Nutrition Sciences, University of Reading Whiteknights Campus Reading RG6 6DX UK
| | - Nuno M Reis
- Department of Chemical Engineering and Centre for Biosensors, Biodevices and Bioelectronics (C3Bio), University of Bath Claverton Down Bath BA2 7AY UK +44(0)1225 383 369
- Capillary Film Technology (CFT) Daux Road Billingshurst RH14 9SJ UK
| | - Alexander D Edwards
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
- Capillary Film Technology (CFT) Daux Road Billingshurst RH14 9SJ UK
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Donia A, Furqan Shahid M, Hassan SU, Shahid R, Ahmad A, Javed A, Nawaz M, Yaqub T, Bokhari H. Integration of RT-LAMP and Microfluidic Technology for Detection of SARS-CoV-2 in Wastewater as an Advanced Point-of-Care Platform. FOOD AND ENVIRONMENTAL VIROLOGY 2022; 14:364-373. [PMID: 35508752 PMCID: PMC9067896 DOI: 10.1007/s12560-022-09522-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 04/04/2022] [Indexed: 05/21/2023]
Abstract
Development of lab-on-a-chip (LOC) system based on integration of reverse transcription loop-mediated isothermal amplification (RT-LAMP) and microfluidic technology is expected to speed up SARS-CoV-2 diagnostics allowing early intervention. In the current work, reverse transcriptase quantitative polymerase chain reaction (RT-qPCR) and RT-LAMP assays were performed on extracted RNA of seven wastewater samples from COVID-19 hotspots. RT‑LAMP assay was also performed on wastewater samples without RNA extraction. Current detection of SARS-CoV-2 is mainly by RT-qPCR of ORF (ORF1ab) and N genes so we targeted both to find the best target gene for SARS-CoV-2 detection. We also performed RT-LAMP with/without RNA extraction inside microfluidic device to target both genes. Positivity rates of RT-qPCR and RT-LAMP performed on extracted RNA were 100.0% (7/7) and 85.7% (6/7), respectively. RT-qPCR results revealed that all 7 wastewater samples were positive for N gene (Ct range 37-39), and negative for ORF1ab, suggesting that N gene could be the best target gene for SARS-CoV-2 detection. RT-LAMP of N and ORF (ORF1a) genes performed on wastewater samples without RNA extraction indicated that all 7 samples remains pink (negative). The color remains pink in all microchannels except microchannels which subjected to RT-LAMP for targeting N region after RNA extraction (yellow color) in 6 out of 7 samples. This study shows that SARS-CoV-2 was successfully detected from wastewater samples using RT-LAMP in microfluidic chips. This study brings the novelty involving the use of wastewater samples for detection of SARS-CoV-2 without previous virus concentration and with/without RNA extraction.
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Affiliation(s)
- Ahmed Donia
- Department of Biosciences, Faculty of Science, COMSATS University Islamabad, Islamabad, Pakistan
| | - Muhammad Furqan Shahid
- Institute of Microbiology, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | - Sammer-ul Hassan
- Department of Mechanical Engineering, University of Hong Kong, Pok Fu Lam, Hong Kong, Hong Kong
| | - Ramla Shahid
- Department of Biosciences, Faculty of Science, COMSATS University Islamabad, Islamabad, Pakistan
| | | | - Aneela Javed
- Healthcare Biotechnology, Atta-ur-Rahman School of Applied Biosciences, National University of Science and Technology, Islamabad, Pakistan
| | - Muhammad Nawaz
- Institute of Microbiology, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | - Tahir Yaqub
- Institute of Microbiology, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | - Habib Bokhari
- Department of Biosciences, Faculty of Science, COMSATS University Islamabad, Islamabad, Pakistan
- Kohsar University Murree, Murree, Pakistan
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7
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Diep TT, Needs SH, Bizley S, Edwards AD. Rapid Bacterial Motility Monitoring Using Inexpensive 3D-Printed OpenFlexure Microscopy Allows Microfluidic Antibiotic Susceptibility Testing. MICROMACHINES 2022; 13:mi13111974. [PMID: 36422401 PMCID: PMC9699482 DOI: 10.3390/mi13111974] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/10/2022] [Accepted: 11/12/2022] [Indexed: 05/30/2023]
Abstract
Antibiotic susceptibility testing is vital to tackle the emergence and spread of antimicrobial resistance. Inexpensive digital CMOS cameras can be converted into portable digital microscopes using 3D printed x-y-z stages. Microscopic examination of bacterial motility can rapidly detect the response of microbes to antibiotics to determine susceptibility. Here, we present a new simple microdevice-miniature microscope cell measurement system for multiplexed antibiotic susceptibility testing. The microdevice is made using melt-extruded plastic film strips containing ten parallel 0.2 mm diameter microcapillaries. Two different antibiotics, ceftazidime and gentamicin, were prepared in Mueller-Hinton agar (0.4%) to produce an antibiotic-loaded microdevice for simple sample addition. This combination was selected to closely match current standard methods for both antibiotic susceptibility testing and motility testing. Use of low agar concentration permits observation of motile bacteria responding to antibiotic exposure as they enter capillaries. This device fits onto the OpenFlexure 3D-printed digital microscope using a Raspberry Pi computer and v2 camera, avoiding need for expensive laboratory microscopes. This inexpensive and portable digital microscope platform had sufficient magnification to detect motile bacteria, yet wide enough field of view to monitor bacteria behavior as they entered antibiotic-loaded microcapillaries. The image quality was sufficient to detect how bacterial motility was inhibited by different concentrations of antibiotic. We conclude that a 3D-printed Raspberry Pi-based microscope combined with disposable microfluidic test strips permit rapid, easy-to-use bacterial motility detection, with potential for aiding detection of antibiotic resistance.
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Affiliation(s)
- Tai The Diep
- Reading School of Pharmacy, University of Reading, Reading RG6 6AD, UK
| | - Sarah Helen Needs
- Reading School of Pharmacy, University of Reading, Reading RG6 6AD, UK
| | - Samuel Bizley
- Reading School of Pharmacy, University of Reading, Reading RG6 6AD, UK
| | - Alexander D. Edwards
- Reading School of Pharmacy, University of Reading, Reading RG6 6AD, UK
- Capillary Film Technology Ltd., Billingshurst RH14 9TF, UK
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Yuan H, Chen P, Wan C, Li Y, Liu BF. Merging microfluidics with luminescence immunoassays for urgent point-of-care diagnostics of COVID-19. Trends Analyt Chem 2022; 157:116814. [PMCID: PMC9637550 DOI: 10.1016/j.trac.2022.116814] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 10/29/2022] [Accepted: 10/30/2022] [Indexed: 11/09/2022]
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9
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Long MM, Diep TT, Needs SH, Ross MJ, Edwards AD. PiRamid: A compact Raspberry Pi imaging box to automate small-scale time-lapse digital analysis, suitable for laboratory and field use. HARDWAREX 2022; 12:e00377. [PMID: 36437840 PMCID: PMC9685356 DOI: 10.1016/j.ohx.2022.e00377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 11/04/2022] [Accepted: 11/12/2022] [Indexed: 06/16/2023]
Abstract
Digital imaging permits the quantitation of many experiments, such as microbiological growth assays, but laboratory digital imaging systems can be expensive and too specialised. The Raspberry Pi camera platform makes automated, controlled imaging affordable with accessible customisation. When combined with open source software and open-source 3D printed hardware, the control over image quality and capture of this platform permits the rapid development of novel instrumentation. Here we present "PiRamid", a compact, portable, and inexpensive enclosure for autonomous imaging both in the laboratory and in the field. The modular three-piece 3D printed design makes it easy to incorporate different camera systems or lighting configurations (e.g., single wavelength LED for fluorescence). The enclosed design allows complete control of illumination unlike a conventional digital camera or smartphone, on a tripod or handheld, under ambient lighting. The stackable design permits rapid sample addition or camera focus adjustment, with a corresponding change in magnification and resolution. The entire unit is small enough to fit within a microbiological incubator, and cheap enough (∼£100) to scale out for larger parallel experiments. Simply, Python scripts fully automate illumination and image capture for small-scale experiments with an ∼110×85 mm area at 70-90 µm resolution. We demonstrate the versatility of PiRamid by capturing time-resolved, quantitative image data for a wide range of assays. Bacterial growth kinetics was captured for conventional microbiology (agar Petri dishes), 3D printed custom microbiology labware and microfluidic microbiology. To illustrate application beyond microbiology, we demonstrate time-lapse imaging of crystal growth and degradation of salad leaves. Minor modifications permit epi-illumination by addition of a LED ring to the camera module. We conclude that PiRamid permits inexpensive digital capture and quantitation of a wide range of experiments by time-lapse imaging to simplify both laboratory and field imaging.
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10
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Dönmez Sİ, Needs SH, Osborn HMI, Reis NM, Edwards AD. Label-free 1D microfluidic dipstick counting of microbial colonies and bacteriophage plaques. LAB ON A CHIP 2022; 22:2820-2831. [PMID: 35792607 DOI: 10.1039/d2lc00280a] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Counting viable bacterial cells and functional bacteriophage is fundamental to microbiology underpinning research, surveillance, biopharmaceuticals and diagnostics. Colony forming unit (CFU) and plaque forming unit (PFU) counting still requires slow and laborious solid culture on agar in Petri dishes or plates. Here, we show that dip-stick microfluidic strips can be used without growth indicator dye for rapid and simple CFU ml-1 and PFU ml-1 measurement. We demonstrate for the first time that fluoropolymer microcapillaries combined with digital imaging allow bacteriophage plaques to be counted rapidly in a dip-and-test format. The microfluidic length scales offer a linear 1-dimensional alternative to a 2D solid agar medium surface, with colonies or plaques clearly visible as "dashes" or "gaps". An inexpensive open source darkfield biosensor system using Raspberry Pi imaging permits label-free detection and counting of colonies or plaques within 4-8 hours in a linear, liquid matrix within ∼200 μm inner diameter microcapillaries. We obtained full quantitative agreement between 1D microfluidic colony counting in dipsticks versus conventional 2D solid agar Petri dish plates for S. aureus and E. coli, and for T2 phage and phage K, but up to 6 times faster. Time-lapse darkfield imaging permitted detailed kinetic analysis of colony growth in the microcapillaries, providing new insight into microfluidic microbiology and colony growth, not possible with Petri dishes. Surprisingly, whilst E. coli colonies appeared earlier, subsequent colony expansion was faster along the microcapillaries for S. aureus. This may be explained by the microenvironment offered for 1D colony growth within microcapillaries, linked to a mass balance between nutrient (glucose) diffusion and bacterial growth kinetics. Counting individual colonies in liquid medium was not possible for motile strains that spread rapidly along the capillary, however inclusion of soft agar inhibited spreading, making this new simple dip-and-test counting method applicable to both motile and non-motile bacteria. Label-free dipstick colony and plaque counting has potential for many analytical microbial tasks, and the innovation of 1D colony counting has relevance to other microfluidic microbiology.
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Affiliation(s)
| | - Sarah H Needs
- Reading School of Pharmacy, University of Reading, Whiteknights, RG6 6AD, UK.
| | - Helen M I Osborn
- Reading School of Pharmacy, University of Reading, Whiteknights, RG6 6AD, UK.
| | - Nuno M Reis
- Department of Chemical Engineering and Centre for Biosensors, Biodevices and Bioelectronics (C3Bio), University of Bath, Claverton Down, Bath BA2 7AY, UK
- Capillary Film Technology Ltd, Daux Road, Billingshurst, West Sussex RH14 9SJ, UK
| | - Alexander D Edwards
- Reading School of Pharmacy, University of Reading, Whiteknights, RG6 6AD, UK.
- Capillary Film Technology Ltd, Daux Road, Billingshurst, West Sussex RH14 9SJ, UK
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11
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Salahandish R, Hassani M, Zare A, Haghayegh F, Sanati-Nezhad A. Autonomous electrochemical biosensing of glial fibrillary acidic protein for point-of-care detection of central nervous system injuries. LAB ON A CHIP 2022; 22:1542-1555. [PMID: 35297932 DOI: 10.1039/d2lc00025c] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The integration of electrochemical biosensors into fluid handling units such as paper-based, centrifugal, and capillary microfluidic devices has been explored with the purpose of developing point-of-care platforms for quantitative detection of bodily fluid markers. However, the present fluidic device designs largely lack the capacity of full assay automation, needing manual loading of one or multiple reagents or requiring external devices for liquid manipulation. Such fluidic handing platforms also require universality for detecting various biomarkers. These platforms are also largely produced using materials unsuitable for scalable manufacturing and with a high production cost. The mechanism of fluid flow also often induces noise to the embedded biosensors which adversely impacts the accuracy of biosensing. This work addresses these challenges by presenting a reliable design of a fully automated and universal capillary-driven microfluidic platform that automates several steps of label-free electrochemical biosensing assays. These steps include sample aliquoting, controlled incubation, removal of non-specific bindings, reagent mixing and delivery to sensing electrodes, and electrochemical detection. The multilayer architecture of the microfluidic device is made of polymeric and adhesive materials commercially used for the fabrication of point-of-care devices. The design and geometry of different components of the device (e.g., sampling unit, mixer, resistances, delay valves, interconnecting components) were optimized using a combined experimental testing and numerical fluid flow modeling to reach high reproducibility and minimize the noise-induced to the biosensor. As a proof of concept, the performance of this on-chip immunosensing platform was demonstrated for rapid and autonomous detection of glial fibrillary acidic proteins (GFAP) in phosphate-buffered saline (PBS). The microfluidic immunosensing device exhibited a linear detection range of 10-1000 pg mL-1 for the detection of GFAP within 30 min, with a limit of detection (LoD) and sensitivity of 3 pg mL-1 and 39 mL pg-1 mm-2 in PBS, respectively. Owing to its simplicity, sample-to-result performance, universality for handing different biofluids, low cost, high reproducibility, compatibility with scalable production, and short analysis time, the proposed biosensing platform can be further adapted for the detection of other biomarkers in different clinical bodily fluids for rapid diagnostic and prognostic applications.
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Affiliation(s)
- Razieh Salahandish
- BioMEMS and Bioinspired Microfluidic Laboratory, Department of Biomedical Engineering, University of Calgary, CCIT 125 2500 University Drive NW, Calgary, Alberta T2N 1N4, Canada.
- Department of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Mohsen Hassani
- Department of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Azam Zare
- Department of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Fatemeh Haghayegh
- Department of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Amir Sanati-Nezhad
- BioMEMS and Bioinspired Microfluidic Laboratory, Department of Biomedical Engineering, University of Calgary, CCIT 125 2500 University Drive NW, Calgary, Alberta T2N 1N4, Canada.
- Department of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Biomedical Engineering Graduate Program, University of Calgary, Calgary, Alberta T2N 1N4, Canada
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12
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Needs SH, Sirivisoot S, Jegouic S, Prommool T, Luangaram P, Srisawat C, Sriraksa K, Limpitikul W, Mairiang D, Malasit P, Avirutnan P, Puttikhunt C, Edwards AD. Smartphone multiplex microcapillary diagnostics using Cygnus: Development and evaluation of rapid serotype-specific NS1 detection with dengue patient samples. PLoS Negl Trop Dis 2022; 16:e0010266. [PMID: 35389998 PMCID: PMC8989202 DOI: 10.1371/journal.pntd.0010266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 02/18/2022] [Indexed: 11/18/2022] Open
Abstract
Laboratory diagnosis of dengue virus (DENV) infection including DENV serotyping requires skilled labor and well-equipped settings. DENV NS1 lateral flow rapid test (LFT) provides simplicity but lacks ability to identify serotype. A simple, economical, point-of-care device for serotyping is still needed. We present a gravity driven, smartphone compatible, microfluidic device using microcapillary film (MCF) to perform multiplex serotype-specific immunoassay detection of dengue virus NS1. A novel device–termed Cygnus–with a stackable design allows analysis of 1 to 12 samples in parallel in 40 minutes. A sandwich enzyme immunoassay was developed to specifically detect NS1 of all four DENV serotypes in one 60-μl plasma sample. This test aims to bridge the gap between rapid LFT and laboratory microplate ELISAs in terms of sensitivity, usability, accessibility and speed. The Cygnus NS1 assay was evaluated with retrospective undiluted plasma samples from 205 DENV infected patients alongside 50 febrile illness negative controls. Against the gold standard RT-PCR, clinical sensitivity for Cygnus was 82% in overall (with 78, 78, 80 and 76% for DENV1-4, respectively), comparable to an in-house serotyping NS1 microplate ELISA (82% vs 83%) but superior to commercial NS1-LFT (82% vs 74%). Specificity of the Cygnus device was 86%, lower than that of NS1-microplate ELISA and NS1-LFT (100% and 98%, respectively). For Cygnus positive samples, identification of DENV serotypes DENV2-4 matched those by RT-PCR by 100%, but for DENV1 capillaries false positives were seen, suggesting an improved DENV1 capture antibody is needed to increase specificity. Overall performance of Cygnus showed substantial agreement to NS1-microplate ELISA (κ = 0.68, 95%CI 0.58–0.77) and NS1-LFT (κ = 0.71, 95%CI 0.63–0.80). Although further refinement for DENV-1 NS1 detection is needed, the advantages of multiplexing and rapid processing time, this Cygnus device could deliver point-of-care NS1 antigen testing including serotyping for timely DENV diagnosis for epidemic surveillance and outbreak prediction. Diagnosis of the important mosquito-transmitted dengue virus (DENV) requires laboratory assays to detect viral genome (RT-PCR), viral NS1 protein (immunoassay) or DENV specific antibodies. Current point-of-care NS1 tests cannot distinguish serotype, so laboratory tests are still essential to determine which of 4 DENV serotypes is present. Here we present a rapid serotype-specific NS1 test in a portable microfluidic format. Ten parallel 0.2 mm tubes inside a flat plastic ribbon perform multiplex NS1 immunoassays. A simple cassette delivers sample and reagents sequentially through the microcapillaries by gravity. By stacking cassettes, 12 tests could be performed in under 40 minutes, with results recorded by smartphone. When evaluated with 205 patients plus 50 control samples, and results compared to conventional RT-PCR, the sensitivity for DENV1 to 4 was 78%, 78%, 80%, and 76%, respectively, with specificity of 100% for DENV2-4. DENV1 showed some false positives due to cross-reactivity of the capture antibody. Serotyping performance with MCF-Cygnus devices showed substantial agreement to the serotyping-NS1 microplate ELISA. Therefore, these simple and portable microcapillary immunoassay devices could support dengue NS1 serotyping with potential benefits for near-patient diagnosis, real-time epidemic surveillance and outbreak mapping.
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Affiliation(s)
- Sarah Helen Needs
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading, United Kingdom
| | - Sirintra Sirivisoot
- Division of Dengue Hemorrhagic Fever Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Sophie Jegouic
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading, United Kingdom
| | - Tanapan Prommool
- Molecular Biology of Dengue and Flaviviruses Research Team, Medical Molecular Biotechnology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Prasit Luangaram
- Molecular Biology of Dengue and Flaviviruses Research Team, Medical Molecular Biotechnology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Chatchawan Srisawat
- Department of Biochemistry, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Kanokwan Sriraksa
- Pediatric Department, Khon Kaen Hospital, Ministry of Health, Khon Kaen, Thailand
| | - Wannee Limpitikul
- Pediatric Department, Songkhla Hospital, Ministry of Health, Songkhla, Thailand
| | - Dumrong Mairiang
- Division of Dengue Hemorrhagic Fever Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Molecular Biology of Dengue and Flaviviruses Research Team, Medical Molecular Biotechnology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
- Siriraj Center of Research Excellence in Dengue and Emerging Pathogens, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Prida Malasit
- Division of Dengue Hemorrhagic Fever Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Molecular Biology of Dengue and Flaviviruses Research Team, Medical Molecular Biotechnology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
- Siriraj Center of Research Excellence in Dengue and Emerging Pathogens, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Panisadee Avirutnan
- Division of Dengue Hemorrhagic Fever Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Molecular Biology of Dengue and Flaviviruses Research Team, Medical Molecular Biotechnology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
- Siriraj Center of Research Excellence in Dengue and Emerging Pathogens, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- * E-mail: (PA); (CH); (ADE)
| | - Chunya Puttikhunt
- Division of Dengue Hemorrhagic Fever Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Molecular Biology of Dengue and Flaviviruses Research Team, Medical Molecular Biotechnology Research Group, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
- Siriraj Center of Research Excellence in Dengue and Emerging Pathogens, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- * E-mail: (PA); (CH); (ADE)
| | - Alexander Daniel Edwards
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading, United Kingdom
- Capillary Film Technology Ltd, Billingshurst, West Sussex, United Kingdom
- * E-mail: (PA); (CH); (ADE)
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13
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Xing G, Zhang W, Li N, Pu Q, Lin JM. Recent progress on microfluidic biosensors for rapid detection of pathogenic bacteria. CHINESE CHEM LETT 2022. [DOI: 10.1016/j.cclet.2021.08.073] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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14
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Needs SH, Saiprom N, Rafaque Z, Imtiaz W, Chantratita N, Runcharoen C, Thammachote J, Anun S, Peacock SJ, Ray P, Andrews S, Edwards AD. Miniaturised broth microdilution for simplified antibiotic susceptibility testing of Gram negative clinical isolates using microcapillary devices. Analyst 2022; 147:3558-3569. [DOI: 10.1039/d2an00305h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Miniaturised antibiotic susceptibility testing: 100 times smaller microcapillary broth microdilution gives equivalent result to standard microplate broth microdilution.
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Affiliation(s)
| | - Natnaree Saiprom
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Thailand
| | - Zara Rafaque
- Department of Microbiology, Faculty of Health Sciences, Hazara University, Mansehra, Pakistan
| | - Wajiha Imtiaz
- School of Biological Sciences, University of Reading, RG6 6DX, UK
| | - Narisara Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Thailand
| | - Chakkaphan Runcharoen
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Thailand
| | - Jeeranan Thammachote
- Division of Clinical Microbiology, Medical Technology Department, Bhuddhasothon Hospital, Chachoengsao, Thailand
| | - Suthatip Anun
- Division of Clinical Microbiology, Medical Technology Department, Bhuddhasothon Hospital, Chachoengsao, Thailand
| | | | - Partha Ray
- The Nature Conservancy, Virginia, USA
- School of Agriculture Policy and Development, University of Reading, UK
| | - Simon Andrews
- School of Biological Sciences, University of Reading, RG6 6DX, UK
| | - Alexander D. Edwards
- School of Pharmacy, University of Reading, RG6 6DX, UK
- CFT Ltd, Daux Road, Billingshurst, RH14 9SJ, UK
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15
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Reis NM, Needs SH, Jegouic SM, Gill KK, Sirivisoot S, Howard S, Kempe J, Bola S, Al-Hakeem K, Jones IM, Prommool T, Luangaram P, Avirutnan P, Puttikhunt C, Edwards AD. Gravity-Driven Microfluidic Siphons: Fluidic Characterization and Application to Quantitative Immunoassays. ACS Sens 2021; 6:4338-4348. [PMID: 34854666 PMCID: PMC8728737 DOI: 10.1021/acssensors.1c01524] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 09/27/2021] [Indexed: 12/27/2022]
Abstract
A range of biosensing techniques including immunoassays are routinely used for quantitation of analytes in biological samples and available in a range of formats, from centralized lab testing (e.g., microplate enzyme-linked immunosorbent assay (ELISA)) to automated point-of-care (POC) and lateral flow immunochromatographic tests. High analytical performance is intrinsically linked to the use of a sequence of reagent and washing steps, yet this is extremely challenging to deliver at the POC without a high level of fluidic control involving, e.g., automation, fluidic pumping, or manual fluid handling/pipetting. Here we introduce a microfluidic siphon concept that conceptualizes a multistep ″dipstick″ for quantitative, enzymatically amplified immunoassays using a strip of microporous or microbored material. We demonstrated that gravity-driven siphon flow can be realized in single-bore glass capillaries, a multibored microcapillary film, and a glass fiber porous membrane. In contrast to other POC devices proposed to date, the operation of the siphon is only dependent on the hydrostatic liquid pressure (gravity) and not capillary forces, and the unique stepwise approach to the delivery of the sample and immunoassay reagents results in zero dead volume in the device, no reagent overlap or carryover, and full start/stop fluid control. We demonstrated applications of a 10-bore microfluidic siphon as a portable ELISA system without compromised quantitative capabilities in two global diagnostic applications: (1) a four-plex sandwich ELISA for rapid smartphone dengue serotype identification by serotype-specific dengue virus NS1 antigen detection, relevant for acute dengue fever diagnosis, and (2) quantitation of anti-SARS-CoV-2 IgG and IgM titers in spiked serum samples. Diagnostic siphons provide the opportunity for high-performance immunoassay testing outside sophisticated laboratories, meeting the rapidly changing global clinical and public health needs.
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Affiliation(s)
- Nuno M. Reis
- Department
of Chemical Engineering and Centre for Biosensors, Biodevices and
Bioelectronics (C3Bio), University of Bath, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Sarah H. Needs
- Reading
School of Pharmacy, University of Reading,
Whiteknights Campus, Reading, RG6 6AD United Kingdom
| | - Sophie M. Jegouic
- Reading
School of Pharmacy, University of Reading,
Whiteknights Campus, Reading, RG6 6AD United Kingdom
- School
of Biological Sciences, University of Reading,
Whiteknights Campus, Reading, RG6 6AJ, United Kingdom
| | - Kirandeep K. Gill
- Department
of Chemical Engineering and Centre for Biosensors, Biodevices and
Bioelectronics (C3Bio), University of Bath, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Sirintra Sirivisoot
- Dengue
Hemorrhagic Fever Research Unit, Office for Research and Development,
Faculty of Medicine Siriraj Hospital, Mahidol
University, Bangkok, 10700, Thailand
| | - Scott Howard
- Department
of Chemical Engineering and Centre for Biosensors, Biodevices and
Bioelectronics (C3Bio), University of Bath, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Jack Kempe
- Department
of Chemical Engineering and Centre for Biosensors, Biodevices and
Bioelectronics (C3Bio), University of Bath, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Shaan Bola
- Department
of Chemical Engineering and Centre for Biosensors, Biodevices and
Bioelectronics (C3Bio), University of Bath, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Kareem Al-Hakeem
- Department
of Chemical Engineering and Centre for Biosensors, Biodevices and
Bioelectronics (C3Bio), University of Bath, Claverton Down, Bath BA2 7AY, United Kingdom
| | - Ian M. Jones
- School
of Biological Sciences, University of Reading,
Whiteknights Campus, Reading, RG6 6AJ, United Kingdom
| | - Tanapan Prommool
- Molecular
Biology of Dengue and Flaviviruses Research Team, Medical Molecular
Biotechnology Research Group, National Center for Genetic Engineering
and Biotechnology, National Science and
Technology Development Agency, Pathum Thani, 73170, Thailand
| | - Prasit Luangaram
- Molecular
Biology of Dengue and Flaviviruses Research Team, Medical Molecular
Biotechnology Research Group, National Center for Genetic Engineering
and Biotechnology, National Science and
Technology Development Agency, Pathum Thani, 73170, Thailand
| | - Panisadee Avirutnan
- Dengue
Hemorrhagic Fever Research Unit, Office for Research and Development,
Faculty of Medicine Siriraj Hospital, Mahidol
University, Bangkok, 10700, Thailand
- Molecular
Biology of Dengue and Flaviviruses Research Team, Medical Molecular
Biotechnology Research Group, National Center for Genetic Engineering
and Biotechnology, National Science and
Technology Development Agency, Pathum Thani, 73170, Thailand
- Siriraj Center
of Research Excellence in Dengue and Emerging Pathogens, Faculty of
Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Chunya Puttikhunt
- Dengue
Hemorrhagic Fever Research Unit, Office for Research and Development,
Faculty of Medicine Siriraj Hospital, Mahidol
University, Bangkok, 10700, Thailand
- Molecular
Biology of Dengue and Flaviviruses Research Team, Medical Molecular
Biotechnology Research Group, National Center for Genetic Engineering
and Biotechnology, National Science and
Technology Development Agency, Pathum Thani, 73170, Thailand
- Siriraj Center
of Research Excellence in Dengue and Emerging Pathogens, Faculty of
Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Alexander D. Edwards
- Reading
School of Pharmacy, University of Reading,
Whiteknights Campus, Reading, RG6 6AD United Kingdom
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16
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Wang Y, Zhao J, Zhu Y, Dong S, Liu Y, Sun Y, Qian L, Yang W, Cao Z. Monolithic integration of nanorod arrays on microfluidic chips for fast and sensitive one-step immunoassays. MICROSYSTEMS & NANOENGINEERING 2021; 7:65. [PMID: 34567777 PMCID: PMC8433357 DOI: 10.1038/s41378-021-00291-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/01/2021] [Accepted: 06/20/2021] [Indexed: 05/27/2023]
Abstract
Here, we present integrated nanorod arrays on microfluidic chips for fast and sensitive flow-through immunoassays of physiologically relevant macromolecules. Dense arrays of Au nanorods are easily fabricated through one-step oblique angle deposition, which eliminates the requirement of advanced lithography methods. We report the utility of this plasmonic structure to improve the detection limit of the cardiac troponin I (cTnI) assay by over 6 × 105-fold, reaching down to 33.9 fg mL-1 (~1.4 fM), compared with an identical assay on glass substrates. Through monolithic integration with microfluidic elements, the device enables a flow-through assay for quantitative detection of cTnI in the serum with a detection sensitivity of 6.9 pg mL-1 (~0.3 pM) in <6 min, which was 4000 times lower than conventional glass devices. This ultrasensitive detection arises from the large surface area for antibody conjugation and metal-enhanced fluorescent signals through plasmonic nanostructures. Moreover, due to the parallel arrangement of flow paths, simultaneous detection of multiple cancer biomarkers, including prostate-specific antigen and carcinoembryonic antigen, has been fulfilled with increased signal-to-background ratios. Given the high performance of this assay, together with its simple fabrication process that is compatible with standard mass manufacturing techniques, we expect that the prepared integrated nanorod device can bring on-site point-of-care diagnosis closer to reality.
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Affiliation(s)
- Ye Wang
- College of Information Science and Electronic Engineering, Zhejiang University, 310027 Hangzhou, People’s Republic of China
| | - Jiongdong Zhao
- College of Information Science and Electronic Engineering, Zhejiang University, 310027 Hangzhou, People’s Republic of China
| | - Yu Zhu
- Suzhou Institute of Nano-tech and Nano-Bionics, Chinese Academy of Sciences, 215123 Suzhou, People’s Republic of China
| | - Shurong Dong
- College of Information Science and Electronic Engineering, Zhejiang University, 310027 Hangzhou, People’s Republic of China
- Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, 310018 Hangzhou, People’s Republic of China
| | - Yang Liu
- College of Information Science and Electronic Engineering, Zhejiang University, 310027 Hangzhou, People’s Republic of China
| | - Yijun Sun
- College of Information Science and Electronic Engineering, Zhejiang University, 310027 Hangzhou, People’s Republic of China
| | - Liling Qian
- Children’s Hospital of Fudan University, Shanghai, People’s Republic of China
| | - Wenting Yang
- Genenexus Technology Corporation, Shanghai, People’s Republic of China
| | - Zhen Cao
- College of Information Science and Electronic Engineering, Zhejiang University, 310027 Hangzhou, People’s Republic of China
- Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, 310018 Hangzhou, People’s Republic of China
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17
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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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18
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Jégouic SM, Jones IM, Edwards AD. Affordable mobile microfluidic diagnostics: minimum requirements for smartphones and digital imaging for colorimetric and fluorometric anti-dengue and anti-SARS-CoV-2 antibody detection. Wellcome Open Res 2021; 6:57. [PMID: 36312459 PMCID: PMC9614285 DOI: 10.12688/wellcomeopenres.16628.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/01/2021] [Indexed: 12/23/2022] Open
Abstract
Background: Miniaturised bioassays permit diagnostic testing near the patient, and the results can be recorded digitally using inexpensive cameras including smartphone and mobile phone cameras. Although digital cameras are now inexpensive and portable, the minimum performance required for microfluidic diagnostic bioassays has not been defined. We present a systematic comparison of a wide range of different digital cameras for capturing and measuring results of microfluidic bioassays and describe a framework to specify performance requirements to quantify immunoassays. Methods: A set of 200 µm diameter microchannels was filled with a range of concentrations of dyes used in colorimetric and fluorometric enzyme immunoassays. These were imaged in parallel using cameras of varying cost and performance ranging from <£30 to >£500. Results: Higher resolution imaging allowed larger numbers of microdevices to be resolved and analysed in a single image. In contrast, low quality cameras were still able to quantify results but for fewer samples. In some cases, an additional macro lens was added to focus closely. If image resolution was sufficient to identify individual microfluidic channels as separate lines, all cameras were able to quantify a similar range of concentrations of both colorimetric and fluorometric dyes. However, the mid-range cameras performed better, with the lowest cost cameras only allowing one or two samples to be quantified per image. Consistent with these findings, we demonstrate that quantitation (to determine endpoint titre) of antibodies against dengue and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) viruses is possible using a wide range of digital imaging devices including the mid-range smartphone iPhone 6S and a budget Android smartphone costing <£50. Conclusions: In conclusion, while more expensive and higher quality cameras allow larger numbers of devices to be simultaneously imaged, even the lowest resolution and cheapest cameras were sufficient to record and quantify immunoassay results.
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Affiliation(s)
- Sophie M. Jégouic
- Reading School of Pharmacy, University of Reading, Reading, RG6 1EE, UK
- School of Biological Sciences, University of Reading, Reading, UK
| | - Ian M. Jones
- School of Biological Sciences, University of Reading, Reading, UK
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19
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Liu J, Xu Z, Shan Y, Huang X. Applications of microcapillary films in bioanalytical techniques. Analyst 2021; 146:1529-1537. [PMID: 33528470 DOI: 10.1039/d0an01945c] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Microcapillary film (MCF) is an extruded plastic film with an array of parallel microcapillaries (30-500 μm) and it has wide potential applications in bioanalytical techniques as a microfluidic platform. With different surface modification strategies, an MCF combines the advantages of its structure and modified chemical properties to realize various bioanalytical functions. In this review, we begin by introducing the manufacturing process of MCFs, common materials used to produce MCFs, surface treatment approaches of inner surfaces, and a signal detection and readout system of the MCF platform. Then, we summarize some typical applications of MCFs, particularly in protein chromatography, Escherichia coli detection for urinary tract infections, prostate-specific antigen detection for prostate cancer and multiplex immunoassays. Finally, future perspectives of MCFs in bioanalytical techniques are discussed.
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Affiliation(s)
- Junfeng Liu
- Institute of Process Equipment, College of Energy Engineering, Zhejiang University, Hangzhou 310027, China.
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20
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Needs SH, Dönmez Sİ, Edwards AD. Direct microfluidic antibiotic resistance testing in urine with smartphone capture: significant variation in sample matrix interference between individual human urine samples. RSC Adv 2021; 11:38258-38263. [PMID: 35498063 PMCID: PMC9044048 DOI: 10.1039/d1ra06867a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 11/11/2021] [Indexed: 12/28/2022] Open
Abstract
Direct antibiotic susceptibility tests for urinary tract infections should be assessed using a wide range of individual urine samples to identify matrix interference.
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Hassan SU, Donia A, Sial U, Zhang X, Bokhari H. Glycoprotein- and Lectin-Based Approaches for Detection of Pathogens. Pathogens 2020; 9:pathogens9090694. [PMID: 32847039 PMCID: PMC7558909 DOI: 10.3390/pathogens9090694] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/17/2020] [Accepted: 08/19/2020] [Indexed: 01/08/2023] Open
Abstract
Infectious diseases alone are estimated to result in approximately 40% of the 50 million total annual deaths globally. The importance of basic research in the control of emerging and re-emerging diseases cannot be overemphasized. However, new nanotechnology-based methodologies exploiting unique surface-located glycoproteins or their patterns can be exploited to detect pathogens at the point of use or on-site with high specificity and sensitivity. These technologies will, therefore, affect our ability in the future to more accurately assess risk. The critical challenge is making these new methodologies cost-effective, as well as simple to use, for the diagnostics industry and public healthcare providers. Miniaturization of biochemical assays in lab-on-a-chip devices has emerged as a promising tool. Miniaturization has the potential to shape modern biotechnology and how point-of-care testing of infectious diseases will be performed by developing smart microdevices that require minute amounts of sample and reagents and are cost-effective, robust, and sensitive and specific. The current review provides a short overview of some of the futuristic approaches using simple molecular interactions between glycoproteins and glycoprotein-binding molecules for the efficient and rapid detection of various pathogens at the point of use, advancing the emerging field of glyconanodiagnostics.
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Affiliation(s)
- Sammer-ul Hassan
- Mechanical Engineering, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK;
- Correspondence: (S.H); (H.B.)
| | - Ahmed Donia
- Biosciences Department, Faculty of Science, Comsats University Islamabad, Islamabad 45550, Pakistan; (A.D.); (U.S.)
| | - Usman Sial
- Biosciences Department, Faculty of Science, Comsats University Islamabad, Islamabad 45550, Pakistan; (A.D.); (U.S.)
| | - Xunli Zhang
- Mechanical Engineering, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK;
| | - Habib Bokhari
- Biosciences Department, Faculty of Science, Comsats University Islamabad, Islamabad 45550, Pakistan; (A.D.); (U.S.)
- Correspondence: (S.H); (H.B.)
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22
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Hassan SU, Tariq A, Noreen Z, Donia A, Zaidi SZJ, Bokhari H, Zhang X. Capillary-Driven Flow Microfluidics Combined with Smartphone Detection: An Emerging Tool for Point-of-Care Diagnostics. Diagnostics (Basel) 2020; 10:E509. [PMID: 32708045 PMCID: PMC7459612 DOI: 10.3390/diagnostics10080509] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Revised: 07/20/2020] [Accepted: 07/20/2020] [Indexed: 12/20/2022] Open
Abstract
Point-of-care (POC) or near-patient testing allows clinicians to accurately achieve real-time diagnostic results performed at or near to the patient site. The outlook of POC devices is to provide quicker analyses that can lead to well-informed clinical decisions and hence improve the health of patients at the point-of-need. Microfluidics plays an important role in the development of POC devices. However, requirements of handling expertise, pumping systems and complex fluidic controls make the technology unaffordable to the current healthcare systems in the world. In recent years, capillary-driven flow microfluidics has emerged as an attractive microfluidic-based technology to overcome these limitations by offering robust, cost-effective and simple-to-operate devices. The internal wall of the microchannels can be pre-coated with reagents, and by merely dipping the device into the patient sample, the sample can be loaded into the microchannel driven by capillary forces and can be detected via handheld or smartphone-based detectors. The capabilities of capillary-driven flow devices have not been fully exploited in developing POC diagnostics, especially for antimicrobial resistance studies in clinical settings. The purpose of this review is to open up this field of microfluidics to the ever-expanding microfluidic-based scientific community.
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Affiliation(s)
- Sammer-Ul Hassan
- Bioengineering Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK
| | - Aamira Tariq
- Department of Biosciences, Comsats University Islamabad Campus, Islamabad, Pakistan
| | - Zobia Noreen
- Department of Biosciences, Comsats University Islamabad Campus, Islamabad, Pakistan
| | - Ahmed Donia
- Department of Biosciences, Comsats University Islamabad Campus, Islamabad, Pakistan
| | - Syed Z J Zaidi
- Institute of Chemical Engineering and Technology, University of the Punjab, Lahore, Pakistan
| | - Habib Bokhari
- Department of Biosciences, Comsats University Islamabad Campus, Islamabad, Pakistan
| | - Xunli Zhang
- Bioengineering Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK
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Hassan SU, Zhang X. Design and Fabrication of Capillary-Driven Flow Device for Point-Of-Care Diagnostics. BIOSENSORS-BASEL 2020; 10:bios10040039. [PMID: 32326641 PMCID: PMC7235737 DOI: 10.3390/bios10040039] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 04/09/2020] [Accepted: 04/13/2020] [Indexed: 01/18/2023]
Abstract
Point-of-care (POC) diagnostics enables the diagnosis and monitoring of patients from the clinic or their home. Ideally, POC devices should be compact, portable and operatable without the requirement of expertise or complex fluid mechanical controls. This paper showcases a chip-and-dip device, which works on the principle of capillary-driven flow microfluidics and allows analytes’ detection by multiple microchannels in a single microchip via smartphone imaging. The chip-and-dip device, fabricated with inexpensive materials, works by simply dipping the reagents-coated microchip consisting of microchannels into a fluidic sample. The sample is loaded into the microchannels via capillary action and reacts with the reagents to produce a colourimetric signal. Unlike dipstick tests, this device allows the loading of bacterial/pathogenic samples for antimicrobial testing. A single device can be coated with multiple reagents, and more analytes can be detected in one sample. This platform could be used for a wide variety of assays. Here, we show the design, fabrication and working principle of the chip-and-dip flow device along with a specific application consisting in the determination of β-lactamase activity and cortisol. The simplicity, robustness and multiplexing capability of the chip-and-dip device will allow it to be used for POC diagnostics.
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Affiliation(s)
- Sammer-ul Hassan
- Bioengineering Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Correspondence: (S.-u.H.); (X.Z.)
| | - Xunli Zhang
- Bioengineering Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Correspondence: (S.-u.H.); (X.Z.)
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Wu H, Ma Z, Wei C, Jiang M, Hong X, Li Y, Chen D, Huang X. Three-Dimensional Microporous Hollow Fiber Membrane Microfluidic Device Integrated with Selective Separation and Capillary Self-Driven for Point-of-Care Testing. Anal Chem 2020; 92:6358-6365. [DOI: 10.1021/acs.analchem.9b05342] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
- Huimin Wu
- MOE Key Laboratory of Macromolecular Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, China
| | - Zhen Ma
- School of Medicine, Hangzhou Normal University, Hangzhou 311121, China
| | - Chenjie Wei
- MOE Key Laboratory of Macromolecular Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, China
| | - Min Jiang
- School of Medicine, Hangzhou Normal University, Hangzhou 311121, China
| | - Xiao Hong
- MOE Key Laboratory of Macromolecular Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, China
| | - Yang Li
- MOE Key Laboratory of Macromolecular Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, China
| | - Dajing Chen
- School of Medicine, Hangzhou Normal University, Hangzhou 311121, China
| | - Xiaojun Huang
- MOE Key Laboratory of Macromolecular Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, China
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Hassan SU, Zhang X. Design and Fabrication of Optical Flow Cell for Multiplex Detection of β-lactamase in Microchannels. MICROMACHINES 2020; 11:mi11040385. [PMID: 32260509 PMCID: PMC7230666 DOI: 10.3390/mi11040385] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 03/24/2020] [Accepted: 04/03/2020] [Indexed: 12/23/2022]
Abstract
Miniaturized quantitative assays offer multiplexing capability in a microfluidic device for high-throughput applications such as antimicrobial resistance (AMR) studies. The detection of these multiple microchannels in a single microfluidic device becomes crucial for point-of-care (POC) testing and clinical diagnostics. This paper showcases an optical flow cell for detection of parallel microchannels in a microfluidic chip. The flow cell operates by measuring the light intensity from the microchannels based on Beer-Lambert law in a linearly moving chip. While this platform could be tailored for a wide variety of applications, here we show the design, fabrication and working principle of the device. β-lactamase, an indicator of bacterial resistance to β-lactam antibiotics, especially in milk, is shown as an example. The flow cell has a small footprint and uses low-powered, low-cost components, which makes it ideally suited for use in portable devices that require multiple sample detection in a single chip.
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Affiliation(s)
- Sammer-ul Hassan
- Bioengineering Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Correspondence: (S.-u.H.); (X.Z.)
| | - Xunli Zhang
- Bioengineering Research Group, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK
- Correspondence: (S.-u.H.); (X.Z.)
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Hassan SU, Zhang X. Microfluidics as an Emerging Platform for Tackling Antimicrobial Resistance (AMR): A Review. CURR ANAL CHEM 2020. [DOI: 10.2174/1573411015666181224145845] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background:
Antimicrobial resistance (AMR) occurs when microbes become resistant to
antibiotics causing complications and limited treatment options. AMR is more significant where antibiotics
use is excessive or abusive and the strains of bacteria become resistant to antibiotic treatments.
Current technologies for bacteria and its resistant strains identification and antimicrobial susceptibility
testing (AST) are mostly central-lab based in hospitals, which normally take days to
weeks to get results. These tools and procedures are expensive, laborious and skills based. There is
an ever-increasing demand for developing point-of-care (POC) diagnostics tools for rapid and near
patient AMR testing. Microfluidics, an important and fundamental technique to develop POC devices,
has been utilized to tackle AMR in healthcare. This review mainly focuses on the current development
in the field of microfluidics for rapid AMR testing.
Method:
Due to the limitations of conventional AMR techniques, microfluidic-based platforms have
been developed for better understandings of bacterial resistance, smart AST and minimum inhibitory
concentration (MIC) testing tools and development of new drugs. This review aims to summarize the
recent development of AST and MIC testing tools in different formats of microfluidics technology.
Results:
Various microfluidics devices have been developed to combat AMR. Miniaturization and
integration of different tools has been attempted to produce handheld or standalone devices for rapid
AMR testing using different formats of microfluidics technology such as active microfluidics, droplet
microfluidics, paper microfluidics and capillary-driven microfluidics.
Conclusion:
Current conventional AMR detection technologies provide time-consuming, costly,
labor-intensive and central lab-based solutions, limiting their applications. Microfluidics has been
developed for decades and the technology has emerged as a powerful tool for POC diagnostics of antimicrobial
resistance in healthcare providing, simple, robust, cost-effective and portable diagnostics.
The success has been reported in research articles; however, the potential of microfluidics technology
in tackling AMR has not been fully achieved in clinical settings.
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Affiliation(s)
- Sammer-ul Hassan
- Department of Mechanical Engineering, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, United Kingdom
| | - Xunli Zhang
- Department of Mechanical Engineering, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton SO17 1BJ, United Kingdom
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Needs SH, Diep TT, Bull SP, Lindley-Decaire A, Ray P, Edwards AD. Exploiting open source 3D printer architecture for laboratory robotics to automate high-throughput time-lapse imaging for analytical microbiology. PLoS One 2019; 14:e0224878. [PMID: 31743346 PMCID: PMC6863568 DOI: 10.1371/journal.pone.0224878] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 10/23/2019] [Indexed: 12/21/2022] Open
Abstract
Growth in open-source hardware designs combined with the low-cost of high performance optoelectronic and robotics components has supported a resurgence of in-house custom lab equipment development. We describe a low cost (below $700), open-source, fully customizable high-throughput imaging system for analytical microbiology applications. The system comprises a Raspberry Pi camera mounted on an aluminium extrusion frame with 3D-printed joints controlled by an Arduino microcontroller running open-source Repetier Host Firmware. The camera position is controlled by simple G-code scripts supplied from a Raspberry Pi singleboard computer and allow customized time-lapse imaging of microdevices over a large imaging area. Open-source OctoPrint software allows remote access and control. This simple yet effective design allows high-throughput microbiology testing in multiple formats including formats for bacterial motility, colony growth, microtitre plates and microfluidic devices termed 'lab-on-a-comb' to screen the effects of different culture media components and antibiotics on bacterial growth. The open-source robot design allows customization of the size of the imaging area; the current design has an imaging area of ~420 × 300mm, which allows 29 'lab-on-a-comb' devices to be imaged which is equivalent 3480 individual 1μl samples. The system can also be modified for fluorescence detection using LED and emission filters embedded on the PiCam for more sensitive detection of bacterial growth using fluorescent dyes.
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Affiliation(s)
- Sarah H. Needs
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading, United Kingdom
| | - Tai The Diep
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading, United Kingdom
| | - Stephanie P. Bull
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading, United Kingdom
| | | | - Partha Ray
- Department of Animal Sciences, School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
| | - Alexander D. Edwards
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading, United Kingdom
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Abstract
Accurate blood typing is required before transfusion. A number of methods have been developed to improve blood typing, but these are not user-friendly. Here, we have developed a microfluidic smart blood-typing device operated by finger actuation. The blood-typing result is displayed by means of microfluidic channels with the letter and the symbol of the corresponding blood type. To facilitate the mixing of blood and reagents, the two sample inlets are connected to a single actuation chamber. According to the agglutination aspect in the mixture, the fluids are directed to both the microslit filter channels and bypass channels, or only to the bypass channels. The dimension of the microslit filter being clogged by the red blood cell aggregates was optimized to achieve reliable blood-typing results. The flow rate ratio between two channels in the absence of agglutination was subjected to numerical analysis. With this device, blood typing was successfully performed by seven button pushes using less than 10 μL of blood within 30 s.
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Affiliation(s)
- Juhwan Park
- Department of Bio and Brain Engineering , Korea Advanced Institute of Science and Technology (KAIST) , 291 Daehak-ro, Yuseong-gu , Daejeon 34141 , Republic of Korea
| | - Je-Kyun Park
- Department of Bio and Brain Engineering , Korea Advanced Institute of Science and Technology (KAIST) , 291 Daehak-ro, Yuseong-gu , Daejeon 34141 , Republic of Korea.,KAIST Institute for Health Science and Technology , 291 Daehak-ro, Yuseong-gu , Daejeon 34141 , Republic of Korea
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29
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Barbosa AI, Barreto AS, Reis NM. Transparent, Hydrophobic Fluorinated Ethylene Propylene Offers Rapid, Robust, and Irreversible Passive Adsorption of Diagnostic Antibodies for Sensitive Optical Biosensing. ACS APPLIED BIO MATERIALS 2019; 2:2780-2790. [PMID: 35030812 DOI: 10.1021/acsabm.9b00214] [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: 02/01/2023]
Abstract
Current literature data is scarce and somehow contradictory in respect to the suitability of "nonstick" fluoropolymer surfaces for immobilization of biomolecules. We have previously shown empirically that transparent Teflon fluorinated ethylene propylene (FEP) offers rapid and sensitive optical biosensing of clinically relevant biomarkers. This study shows for the first time a comprehensive experimental analysis of passive adsorption of diagnostic IgG antibodies on actual Teflon FEP microfluidic strips. Full equilibrium isotherms and kinetics for passive adsorption were studied and modeled employing a protein titration method using hundreds of multibore microfluidic strips for a range of temperatures, pH, ionic strengths, and inner diameters, using both polyclonal and monoclonal antibody systems. Results were benchmarked against other plastic hydrophobic and glass hydrophilic capillary surfaces. For the first time, it was shown quantitatively that the hydrophobicity of fluoropolymer surfaces encourages the passive adsorption of diagnostic antibodies for biosensing and is insensitive to the temperature of incubation and to ionic buffer strength. The mass of captured antigen increased with increasing antibody surface coverage up to ∼400 ng/cm2, with an optimal adsorbed antibody activity for 45-69% of full monolayer coverage, matching results of other biosensing surfaces. The equilibrium was reached fast, within 5-10 min, and surprisingly both the kinetics and equilibrium of antibody adsorption were dependent on the inner diameter of microcapillaries. This is a novel and relevant result that will generally impact on the design of miniaturized microfluidic biosensing devices. The antibody surface densities obtained with hydrophobic plastic surfaces were 2- to 4-fold lower than for a hydrophilic, glass surface, however the former presented a monolayered adsorption with a higher level of irreversibility, as shown by the adsorption and desorption rates around 1 order of magnitude smaller than for glass, which is highly desirable for biosensing with surface-coated biomolecules.
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Affiliation(s)
- Ana Isabel Barbosa
- Department of Chemical Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, United Kingdom
| | - Augusto Sampaio Barreto
- Department of Chemical Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, United Kingdom
| | - Nuno Miguel Reis
- Department of Chemical Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, United Kingdom.,Department of Chemical Engineering, University of Bath, Claverton Down, Bath BA2 7AY, United Kingdom
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30
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Immunocapture of Escherichia coli in a fluoropolymer microcapillary array. J Chromatogr A 2019; 1585:46-55. [DOI: 10.1016/j.chroma.2018.11.067] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 11/21/2018] [Accepted: 11/24/2018] [Indexed: 11/16/2022]
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Leonard H, Colodner R, Halachmi S, Segal E. Recent Advances in the Race to Design a Rapid Diagnostic Test for Antimicrobial Resistance. ACS Sens 2018; 3:2202-2217. [PMID: 30350967 DOI: 10.1021/acssensors.8b00900] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Even with advances in antibiotic therapies, bacterial infections persistently plague society and have amounted to one of the most prevalent issues in healthcare today. Moreover, the improper and excessive administration of antibiotics has led to resistance of many pathogens to prescribed therapies, rendering such antibiotics ineffective against infections. While the identification and detection of bacteria in a patient's sample is critical for point-of-care diagnostics and in a clinical setting, the consequent determination of the correct antibiotic for a patient-tailored therapy is equally crucial. As a result, many recent research efforts have been focused on the development of sensors and systems that correctly guide a physician to the best antibiotic to prescribe for an infection, which can in turn, significantly reduce the instances of antibiotic resistance and the evolution of bacteria "superbugs." This review details the advantages and shortcomings of the recent advances (focusing from 2016 and onward) made in the developments of antimicrobial susceptibility testing (AST) measurements. Detection of antibiotic resistance by genomic AST techniques relies on the prediction of antibiotic resistance via extracted bacterial DNA content, while phenotypic determinations typically track physiological changes in cells and/or populations exposed to antibiotics. Regardless of the method used for AST, factors such as cost, scalability, and assay time need to be weighed into their design. With all of the expansive innovation in the field, which technology and sensing systems demonstrate the potential to detect antimicrobial resistance in a clinical setting?
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Affiliation(s)
- Heidi Leonard
- Department of Biotechnology and Food Engineering, Technion − Israel Institute of Technology, Haifa, Israel 3200003
| | - Raul Colodner
- Laboratory of Clinical Microbiology, Emek Medical Center, Afula, Israel 18101
| | - Sarel Halachmi
- Department of Urology, Bnai Zion Medical Center, Haifa, Israel 3104800
| | - Ester Segal
- Department of Biotechnology and Food Engineering, Technion − Israel Institute of Technology, Haifa, Israel 3200003
- The Russell Berrie Nanotechnology Institute, Technion − Israel Institute of Technology, Haifa, Israel, 3200003
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Pivetal J, Pereira FM, Barbosa AI, Castanheira AP, Reis NM, Edwards AD. Covalent immobilisation of antibodies in Teflon-FEP microfluidic devices for the sensitive quantification of clinically relevant protein biomarkers. Analyst 2018; 142:959-968. [PMID: 28232992 DOI: 10.1039/c6an02622b] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
This study reports for the first time the sensitive colorimetric and fluorescence detection of clinically relevant protein biomarkers by sandwich immunoassays using the covalent immobilisation of antibodies onto the fluoropolymer surface inside Teflon®-FEP microfluidic devices. Teflon®-FEP has outstanding optical transparency ideal for high-sensitivity colorimetric and fluorescence bioassays, however this thermoplastic is regarded as chemically inert and very hydrophobic. Covalent immobilisation can offer benefits over passive adsorption to plastic surfaces by allowing better control over antibody density, orientation and analyte binding capacity, and so we tested a range of different and novel covalent immobilisation strategies. We first functionalised the inner surface of a 10-bore, 200 μm internal diameter FEP microcapillary film with high-molecular weight polyvinyl alcohol (PVOH) without changing the outstanding optical transparency of the device delivered by the matched refractive index of FEP and water. Glutaraldehyde immobilisation was compared with the use of photoactivated linkers and NHS-ester crosslinkers for covalently immobilising capture antibodies onto PVOH. Three clinically relevant sandwich ELISAs were tested against the cytokine IL-1β, the myocardial infarct marker cardiac troponin I (cTnI), and the chronic heart failure marker brain natriuretic peptide (BNP). Overall, glutaraldehyde immobilisation was effective for BNP assays, but yielded unacceptable background for IL-1β and cTnI assays caused by direct binding of the biotinylated detection antibody to the modified PVOH surface. We found NHS-ester groups reacted with APTES-treated PVOH coated fluoropolymers. This facilitated a novel method for capture antibody immobilisation onto fluoropolymer devices using a bifunctional NHS-maleimide crosslinker. The density of covalently immobilised capture antibodies achieved using PVOH/APTES/NHS/maleimide approached levels seen with passive adsorption, and sensitive and quantitative assay performance was achieved using this method. Overall, the PVOH coating provided an excellent surface for controlled covalent antibody immobilisation onto Teflon®-FEP for performing high-sensitivity immunoassays.
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Affiliation(s)
- Jeremy Pivetal
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading RG6 6AD, UK.
| | - Filipa M Pereira
- Capillary Film Technology Ltd, 2 Daux Road, Billingshurst, RH14 9SJ, UK
| | - Ana I Barbosa
- Capillary Film Technology Ltd, 2 Daux Road, Billingshurst, RH14 9SJ, UK and Department of Chemical Engineering, Loughborough University, Leicestershire, LE11 3TU, UK
| | - Ana P Castanheira
- Capillary Film Technology Ltd, 2 Daux Road, Billingshurst, RH14 9SJ, UK
| | - Nuno M Reis
- Capillary Film Technology Ltd, 2 Daux Road, Billingshurst, RH14 9SJ, UK and Department of Chemical Engineering, Loughborough University, Leicestershire, LE11 3TU, UK and Department of Chemical Engineering, University of Bath, Claverton Down, Bath BA2 7AY, UK.
| | - Alexander D Edwards
- Reading School of Pharmacy, University of Reading, Whiteknights, Reading RG6 6AD, UK. and Capillary Film Technology Ltd, 2 Daux Road, Billingshurst, RH14 9SJ, UK
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Simone E, McVeigh J, Reis NM, Nagy ZK. A high-throughput multi-microfluidic crystal generator (MMicroCryGen) platform for facile screening of polymorphism and crystal morphology for pharmaceutical compounds. LAB ON A CHIP 2018; 18:2235-2245. [PMID: 29946616 DOI: 10.1039/c8lc00301g] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
In this work, a novel multi-microfluidic crystallization platform called MMicroCryGen is presented, offering a facile methodology for generating individual crystals for fast and easy screening of the polymorphism and crystal habit of solid compounds. The MMicroCryGen device is capable of performing 8 × 10 cooling crystallization experiments in parallel using 8 disposable microcapillary film strips, each requiring less than 25 μL of solution. Compared to traditional microfluidic systems, the MMicroCryGen platform does not require complex fluid handling; it can be directly integrated with a 96-well microplate and it can also work in a "dipstick" mode. The produced crystals can be safely and directly observed inside the capillaries by optical and spectroscopic techniques. The platform was validated by performing a number of independent experimental runs for: (1) polymorph and hydrate screening of ortho-aminobenzoic acid, succinic acid and piroxicam; (2) co-crystal form screening of the p-toluenesulfonamide/triphenylphosphine oxide system; (3) studying the effect of o-toluic acid on ortho-aminobenzoic cooling crystallization (effect of structurally related additives). In all three cases, all known solid forms were identified with a single experiment using ∼200 μL of solvent and just a few micrograms of the solid material. The MMicroCryGen is simple to use, inexpensive and it provides increased flexibility compared to traditional crystallization techniques, being an effective new microfluidic solution for solid form screening in pharmaceutical, fine chemicals, food and agrochemical industries.
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Affiliation(s)
- E Simone
- School of Food Science and Nutrition, University of Leeds, Leeds, LS2 9JT, UK.
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Kim K, Kim S, Jeon JS. Visual Estimation of Bacterial Growth Level in Microfluidic Culture Systems. SENSORS (BASEL, SWITZERLAND) 2018; 18:E447. [PMID: 29401651 PMCID: PMC5855051 DOI: 10.3390/s18020447] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Revised: 01/27/2018] [Accepted: 01/31/2018] [Indexed: 12/22/2022]
Abstract
Microfluidic devices are an emerging platform for a variety of experiments involving bacterial cell culture, and has advantages including cost and convenience. One inevitable step during bacterial cell culture is the measurement of cell concentration in the channel. The optical density measurement technique is generally used for bacterial growth estimation, but it is not applicable to microfluidic devices due to the small sample volumes in microfluidics. Alternately, cell counting or colony-forming unit methods may be applied, but these do not work in situ; nor do these methods show measurement results immediately. To this end, we present a new vision-based method to estimate the growth level of the bacteria in microfluidic channels. We use Fast Fourier transform (FFT) to detect the frequency level change of the microscopic image, focusing on the fact that the microscopic image becomes rough as the number of cells in the field of view increases, adding high frequencies to the spectrum of the image. Two types of microfluidic devices are used to culture bacteria in liquid and agar gel medium, and time-lapsed images are captured. The images obtained are analyzed using FFT, resulting in an increase in high-frequency noise proportional to the time passed. Furthermore, we apply the developed method in the microfluidic antibiotics susceptibility test by recognizing the regional concentration change of the bacteria that are cultured in the antibiotics gradient. Finally, a deep learning-based data regression is performed on the data obtained by the proposed vision-based method for robust reporting of data.
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Affiliation(s)
- Kyukwang Kim
- Robotics Program, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea.
| | - Seunggyu Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea.
| | - Jessie S Jeon
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea.
- KAIST Institute for Health Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea.
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Li Y, Yang X, Zhao W. Emerging Microtechnologies and Automated Systems for Rapid Bacterial Identification and Antibiotic Susceptibility Testing. SLAS Technol 2017; 22:585-608. [PMID: 28850804 DOI: 10.1177/2472630317727519] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Rapid bacterial identification (ID) and antibiotic susceptibility testing (AST) are in great demand due to the rise of drug-resistant bacteria. Conventional culture-based AST methods suffer from a long turnaround time. By necessity, physicians often have to treat patients empirically with antibiotics, which has led to an inappropriate use of antibiotics, an elevated mortality rate and healthcare costs, and antibiotic resistance. Recent advances in miniaturization and automation provide promising solutions for rapid bacterial ID/AST profiling, which will potentially make a significant impact in the clinical management of infectious diseases and antibiotic stewardship in the coming years. In this review, we summarize and analyze representative emerging micro- and nanotechnologies, as well as automated systems for bacterial ID/AST, including both phenotypic (e.g., microfluidic-based bacterial culture, and digital imaging of single cells) and molecular (e.g., multiplex PCR, hybridization probes, nanoparticles, synthetic biology tools, mass spectrometry, and sequencing technologies) methods. We also discuss representative point-of-care (POC) systems that integrate sample processing, fluid handling, and detection for rapid bacterial ID/AST. Finally, we highlight major remaining challenges and discuss potential future endeavors toward improving clinical outcomes with rapid bacterial ID/AST technologies.
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Affiliation(s)
- Yiyan Li
- 1 Sue and Bill Gross Stem Cell Research Center, University of California-Irvine, Irvine, CA, USA.,7 Department of Physics and Engineering, Fort Lewis College, Durango, Colorado, USA
| | | | - Weian Zhao
- 1 Sue and Bill Gross Stem Cell Research Center, University of California-Irvine, Irvine, CA, USA.,6 Department of Biological Chemistry, University of California-Irvine, Irvine, CA, USA
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