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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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Development of a palm-sized bioelectronic sensing device for protein detection in milk samples. Int J Biol Macromol 2023; 230:123132. [PMID: 36610567 DOI: 10.1016/j.ijbiomac.2022.123132] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/30/2022] [Accepted: 12/31/2022] [Indexed: 01/06/2023]
Abstract
The present study relates a portable optical sensing device supported by a small single-board (SBC) computer. The electronic architectural avenue connects the SBC with a camera, LED lights and a monitor. A 'sensor integration unit' has been linked with the device where the biological reactions were performed and assessed based on the concentration-dependent optical signal outputs. This setup can detect the generation of colors and distinguish their changes in the RGB intensity scale with an accuracy of a single pixel unit. A predefined range of values was obtained and fed to the device that can quantitatively sense the molecule of interest on the sensing matrix. The device has a touchscreen interactive panel that allows users to manually set experimental conditions and connect the entire measurement process to the cloud storage for backup information. We have considered detecting Alkaline Phosphatase (ALP) quantitatively from standard solutions as well as in milk samples as a proof-of-concept protein molecule. The device has shown exceptional analytical performance for lower and higher concentration ranges (0-100 U/mL and 100-1000 U/mL) with correlation coefficient values of 0.99. The detection limit of ALP was determined to be 0.1 U/mL, and the average time of a sample assessment was recorded to be 15 s. The device has also been tested against ALP-spiked milk samples to check its effectiveness and commercial viability. The outcome of the real-time assessment was sensitive and efficient, indicating its direct commercial and clinical importance towards colorimetric detection for diverse macromolecules.
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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: 5] [Impact Index Per Article: 2.5] [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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Oellermann M, Jolles JW, Ortiz D, Seabra R, Wenzel T, Wilson H, Tanner RL. Open Hardware in Science: The Benefits of Open Electronics. Integr Comp Biol 2022; 62:1061-1075. [PMID: 35595471 PMCID: PMC9617215 DOI: 10.1093/icb/icac043] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 04/30/2022] [Accepted: 05/13/2022] [Indexed: 11/30/2022] Open
Abstract
Openly shared low-cost electronic hardware applications, known as open electronics, have sparked a new open-source movement, with much untapped potential to advance scientific research. Initially designed to appeal to electronic hobbyists, open electronics have formed a global “maker” community and are increasingly used in science and industry. In this perspective article, we review the current costs and benefits of open electronics for use in scientific research ranging from the experimental to the theoretical sciences. We discuss how user-made electronic applications can help (I) individual researchers, by increasing the customization, efficiency, and scalability of experiments, while improving data quantity and quality; (II) scientific institutions, by improving access to customizable high-end technologies, sustainability, visibility, and interdisciplinary collaboration potential; and (III) the scientific community, by improving transparency and reproducibility, helping decouple research capacity from funding, increasing innovation, and improving collaboration potential among researchers and the public. We further discuss how current barriers like poor awareness, knowledge access, and time investments can be resolved by increased documentation and collaboration, and provide guidelines for academics to enter this emerging field. We highlight that open electronics are a promising and powerful tool to help scientific research to become more innovative and reproducible and offer a key practical solution to improve democratic access to science.
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Affiliation(s)
- Michael Oellermann
- Technical University of Munich, TUM School of Life Sciences, Aquatic Systems Biology Unit, Mühlenweg 22, D-85354 Freising, Germany.,University of Tasmania, Institute for Marine and Antarctic Studies, Fisheries and Aquaculture Centre, Private Bag 49, Hobart, TAS 7001, Australia
| | - Jolle W Jolles
- Centre for Research on Ecology and Forestry Applications (CREAF), Campus UAB, Edifici C. 08193 Bellaterra Barcelona, Spain
| | - Diego Ortiz
- INTA, Instituto Nacional de Tecnología Agropecuaria, Estación Experimental Manfredi, Ruta 9 Km 636, 5988, Manfredi, Córdoba, Argentina
| | - Rui Seabra
- CIBIO-InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus Agrário de Vairão, 4485-661, Vairão, Portugal
| | - Tobias Wenzel
- Pontificia Universidad Católica de Chile, Institute for Biological and Medical Engineering, Schools of Engineering (IIBM), Medicine and Biological Sciences, Santiago, Chile
| | - Hannah Wilson
- Utah State University, College of Science, Biology Department, 5305 Old Main Hill, Logan, UT, 84321, USA
| | - Richelle L Tanner
- Chapman University, Environmental Science and Policy Program, 1 University Drive, Orange, CA 92866, USA
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Jolles JW. Broad‐scale applications of the Raspberry Pi: A review and guide for biologists. Methods Ecol Evol 2021. [DOI: 10.1111/2041-210x.13652] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Jolle W. Jolles
- Zukunftskolleg University of Konstanz Konstanz Germany
- Department of Collective Behaviour Max Planck Institute of Animal Behaviour Konstanz Germany
- Centre for Research on Ecology and Forestry Applications (CREAF) Barcelona Spain
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Grindstaff B, Mabry ME, Blischak PD, Quinn M, Chris Pires J. Affordable remote monitoring of plant growth in facilities using Raspberry Pi computers. APPLICATIONS IN PLANT SCIENCES 2019. [PMID: 31467803 DOI: 10.1101/586776] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
PREMISE Environmentally controlled facilities, such as growth chambers, are essential tools for experimental research. Automated, low-cost, remote-monitoring hardware can greatly improve both reproducibility and maintenance. METHODS AND RESULTS Using a Raspberry Pi computer, open-source software, environmental sensors, and a camera, we developed Growth Monitor pi (GMpi), a cost-effective system for monitoring growth chamber conditions. Coupled with our software, GMPi_Pack, our setup automates sensor readings, photography, and alerts when conditions fall out of range. CONCLUSIONS GMpi offers access to environmental data logging, improving reproducibility of experiments and reinforcing the stability of controlled environmental facilities. The device is also flexible and scalable, allowing researchers the ability to customize and expand GMpi for their own needs.
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Affiliation(s)
- Brandin Grindstaff
- Division of Biological Sciences and Bond Life Sciences Center University of Missouri Columbia Missouri 65211 USA
| | - Makenzie E Mabry
- Division of Biological Sciences and Bond Life Sciences Center University of Missouri Columbia Missouri 65211 USA
| | - Paul D Blischak
- Department of Ecology and Evolutionary Biology University of Arizona Tucson Arizona 85721 USA
| | - Micheal Quinn
- Division of Information Technology University of Missouri Columbia Missouri 65211 USA
| | - J Chris Pires
- Division of Biological Sciences and Bond Life Sciences Center University of Missouri Columbia Missouri 65211 USA
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Grindstaff B, Mabry ME, Blischak PD, Quinn M, Chris Pires J. Affordable remote monitoring of plant growth in facilities using Raspberry Pi computers. APPLICATIONS IN PLANT SCIENCES 2019; 7:e11280. [PMID: 31467803 PMCID: PMC6711351 DOI: 10.1002/aps3.11280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 07/03/2019] [Indexed: 05/11/2023]
Abstract
PREMISE Environmentally controlled facilities, such as growth chambers, are essential tools for experimental research. Automated, low-cost, remote-monitoring hardware can greatly improve both reproducibility and maintenance. METHODS AND RESULTS Using a Raspberry Pi computer, open-source software, environmental sensors, and a camera, we developed Growth Monitor pi (GMpi), a cost-effective system for monitoring growth chamber conditions. Coupled with our software, GMPi_Pack, our setup automates sensor readings, photography, and alerts when conditions fall out of range. CONCLUSIONS GMpi offers access to environmental data logging, improving reproducibility of experiments and reinforcing the stability of controlled environmental facilities. The device is also flexible and scalable, allowing researchers the ability to customize and expand GMpi for their own needs.
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Affiliation(s)
- Brandin Grindstaff
- Division of Biological Sciences and Bond Life Sciences CenterUniversity of MissouriColumbiaMissouri65211USA
| | - Makenzie E. Mabry
- Division of Biological Sciences and Bond Life Sciences CenterUniversity of MissouriColumbiaMissouri65211USA
| | - Paul D. Blischak
- Department of Ecology and Evolutionary BiologyUniversity of ArizonaTucsonArizona85721USA
| | - Micheal Quinn
- Division of Information TechnologyUniversity of MissouriColumbiaMissouri65211USA
| | - J. Chris Pires
- Division of Biological Sciences and Bond Life Sciences CenterUniversity of MissouriColumbiaMissouri65211USA
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