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Liu X, Qiu X, Pan Z, Chen J, Li S, Cheng J. Label-free detection of E. coli by alternating current electrokinetic capacitive sensors. Anal Chim Acta 2025; 1354:343972. [PMID: 40253073 DOI: 10.1016/j.aca.2025.343972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 03/24/2025] [Accepted: 03/24/2025] [Indexed: 04/21/2025]
Abstract
BACKGROUND Escherichia coli (E. coli) is one of the most common pathogens in water and foods, and it poses a significant threat to global public health, particularly in low- and middle-income countries. However, most of the state-of-art detection method for E. coli bacteria sensing needs fluorescence staining or pre-immobilizations or specific biomaker as labels before tests, making the detection process a time costing and labor intensitive work. Thus, it is desirable to develop a label-free and no-immobilization detection method for the sensitive detection of E. coli or other pathogens. RESULTS In this work, we developed a sensitive method for E. coli detection without any labels or pre-immobilizations. Here the source AC signal provides ACEK effects to trap bacteria onto the electrode surface. As the source AC signal is cut off, the enriched bacteria would release from sensor electrodes. Then, a significant interfacial capacitance change along with particle releasing is observed by applying a measurement AC signal. The DEP capture of E. coli bacteria at different AC frequencies and voltages are experimentally investigated to optimize the performance of capacitive sensors. To note, the total area of our sensitive unit can be as large as 2 mm × 2 mm with the geometry design of isomotive DEP. Capacitive sensing tests of river water collected from local river and tap water with several control groups are performed to show its reliability as a biosensing approach for the sensitive detection of E. coli. SIGNIFICANCE The most significant advantage of this method is that we do not need to pre-immobilize any probes (antigens, or antibodies, etc.) or take incubation onto the sensor electrode before taking capacitance measurement. Moreover, the straight forward operation is pre-immobilization free, and therefore it meets the requirements of on-site bacteria detection for pathogen detection in water quality monitoring or food safety.
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Affiliation(s)
- Xingchi Liu
- Arizona College of Technology at Hebei University of Technology, Tianjin, 300401, China; Hebei Key Laboratory of Robotic Sensing and Human-robot Interactions, School of Mechanical Engineering, Tianjin, 300130, China
| | - Xinchen Qiu
- Arizona College of Technology at Hebei University of Technology, Tianjin, 300401, China; Hebei Key Laboratory of Robotic Sensing and Human-robot Interactions, School of Mechanical Engineering, Tianjin, 300130, China
| | - Zhang Pan
- Department of Basic Courses, Tangshan University, Tangshan, 063000, China
| | - Jing Chen
- Department of Basic Courses, Tangshan University, Tangshan, 063000, China
| | - Shanshan Li
- Hebei Key Laboratory of Robotic Sensing and Human-robot Interactions, School of Mechanical Engineering, Tianjin, 300130, China
| | - Jingmeng Cheng
- Hebei Key Laboratory of Robotic Sensing and Human-robot Interactions, School of Mechanical Engineering, Tianjin, 300130, China.
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2
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Babaie Z, Kibar G, Yeşilkaya H, Amrani Y, Doğan S, Tuna BG, Özalp VC, Çetin B. Microfluidic rapid isolation and electrochemical detection of S. pneumonia via aptamer-decorated surfaces. Anal Chim Acta 2025; 1345:343726. [PMID: 40015771 DOI: 10.1016/j.aca.2025.343726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 01/01/2025] [Accepted: 01/23/2025] [Indexed: 03/01/2025]
Abstract
BACKGROUND S. pneumoniae is widely recognized as a leading cause of respiratory infections worldwide, often resulting in high mortality rates. However, the advent of microfluidic technologies has brought significant advancements, including the simplified, sensitive, cost-effective, and rapid approach to pneumococcal bacteremia detection. In this study, a microfluidic magnetic platform is presented for rapid isolation, and an electrode array is utilized for the electrochemical detection of S. pneumoniae. Aptamer-decorated surfaces were employed for both isolation and detection. For isolation, silica magnetic microparticles were synthesized and decorated with aptamer. RESULTS Isolation performance was assessed for phosphate-buffered saline (PBS) and blood samples for different concentrations of S. pneumoniae. Electrical impedance spectroscopy (EIS) with fabricated gold interdigitated electrodes (IDEs) decorated with aptamer was implemented for the detection of S. pneumoniae at different bacteria concentrations. The microfluidic platform performed bacteria isolation at comparable isolation efficiency with batch systems but at a much faster rate (isolation took about a minute, and the aptamer-decorated electrode array exhibited a limit of detection (LOD) at 962 CFU/mL and linear range between 104 and 107 CFU/mL. SIGNIFICANCE Our method represents a significant advancement compared to previous reports. Our microfluidic platform can efficiently isolate 60 μL of the bacteria sample within about one minute. The entire process takes about two minutes including the detection step. Furthermore, our method achieves a notable improvement in the detection limit for S. pneumoniae compared to conventional ELISA and magnetic microfluidics ELISA.
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Affiliation(s)
- Zahra Babaie
- Microfluidics & Lab-on-a-chip Research Group, Department of Mech. Eng., İ.D. Bilkent University, Ankara 06800, Turkiye; UNAM-National Nanotech. Research Center & Inst. Materials Science & Nanotech. İ.D. Bilkent University, Ankara 06800, Turkiye
| | - Güneş Kibar
- Microfluidics & Lab-on-a-chip Research Group, Department of Mech. Eng., İ.D. Bilkent University, Ankara 06800, Turkiye; UNAM-National Nanotech. Research Center & Inst. Materials Science & Nanotech. İ.D. Bilkent University, Ankara 06800, Turkiye; Micro Nano Particles (MNP) Research Group, Materials Sci. & Eng. Department of Adana Alparslan Turkes Science & Technology University, Adana 01250, Turkiye
| | - Hasan Yeşilkaya
- Department of Respiratory Sciences, Uni. Leicester, University Road, Leicester LE1 7RH, United Kingdom
| | - Yassine Amrani
- Department of Respiratory Sciences, Uni. Leicester, University Road, Leicester LE1 7RH, United Kingdom
| | - Soner Doğan
- Department of Medical Biology, School of Medicine, Yeditepe University, İstanbul 34755, Turkiye
| | - Bilge G Tuna
- Department of Medical Biophysics, School of Medicine, Yeditepe University, İstanbul 34755, Turkiye
| | - Veli C Özalp
- Department of Medical Biology, School of Medicine, Atılım University, Ankara 06830, Turkiye
| | - Barbaros Çetin
- Microfluidics & Lab-on-a-chip Research Group, Department of Mech. Eng., İ.D. Bilkent University, Ankara 06800, Turkiye; UNAM-National Nanotech. Research Center & Inst. Materials Science & Nanotech. İ.D. Bilkent University, Ankara 06800, Turkiye.
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3
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Kavruk M, Babaie Z, Kibar G, Çetin B, Yeşilkaya H, Amrani Y, Dursun AD, Özalp VC. Aptamer decorated PDA@magnetic silica microparticles for bacteria purification. Mikrochim Acta 2024; 191:285. [PMID: 38652174 PMCID: PMC11039557 DOI: 10.1007/s00604-024-06322-3] [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: 11/20/2023] [Accepted: 03/20/2024] [Indexed: 04/25/2024]
Abstract
One significant constraint in the advancement of biosensors is the signal-to-noise ratio, which is adversely affected by the presence of interfering factors such as blood in the sample matrix. In the present investigation, a specific aptamer binding was chosen for its affinity, while exhibiting no binding affinity towards non-target bacterial cells. This selective binding property was leveraged to facilitate the production of magnetic microparticles decorated with aptamers. A novel assay was developed to effectively isolate S. pneumoniae from PBS or directly from blood samples using an aptamer with an affinity constant of 72.8 nM. The capture experiments demonstrated efficiencies up to 87% and 66% are achievable for isolating spiked S. pneumoniae in 1 mL PBS and blood samples, respectively.
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Affiliation(s)
- Murat Kavruk
- Department of Medical Biology, Faculty of Medicine, İstanbul Aydın University, İstanbul, 34295, Türkiye
| | - Zahra Babaie
- Microfluidics & Lab-on-a-chip Research Group, İ.D. Bilkent University, Ankara, 06800, Türkiye
- UNAM-National Nanotech, Research Center and Institute Materials Science & Nanotech, İ.D. Bilkent University, Ankara, 06800, Türkiye
| | - Güneş Kibar
- Microfluidics & Lab-on-a-chip Research Group, İ.D. Bilkent University, Ankara, 06800, Türkiye
- UNAM-National Nanotech, Research Center and Institute Materials Science & Nanotech, İ.D. Bilkent University, Ankara, 06800, Türkiye
- Micro Nano Particles (MNP) Research Group, Materials Science and Engineering Department, Adana Alparslan Turkes Science and Technology University, Adana, 01250, Türkiye
| | - Barbaros Çetin
- Department of Medical Biology, Faculty of Medicine, İstanbul Aydın University, İstanbul, 34295, Türkiye
- Microfluidics & Lab-on-a-chip Research Group, İ.D. Bilkent University, Ankara, 06800, Türkiye
| | - Hasan Yeşilkaya
- Department Respiratory Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Yassine Amrani
- Department Respiratory Sciences, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Ali Doğan Dursun
- Department of Physiology, School of Medicine, Atilim University, Ankara, 06830, Türkiye
| | - V Cengiz Özalp
- Department of Medical Biology, School of Medicine, Atilim University, Ankara, 06830, Türkiye.
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4
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Kibar G, Sarıarslan B, Doğanay S, Yıldız G, Usta OB, Çetin B. Novel 3D-Printed Microfluidic Magnetic Platform for Rapid DNA Isolation. Anal Chem 2024; 96:1985-1992. [PMID: 38254336 DOI: 10.1021/acs.analchem.3c04412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
This study presents a novel miniaturized device as a 3D-printed microfluidic magnetic platform specifically designed to manipulate magnetic microparticles in a microfluidic chip for rapid deoxyribonucleic acid (DNA) isolation. The novel design enables the movement of the magnetic particles in the same or opposite directions with the flow or suspends them in continuous flow. A computational model was developed to assess the effectiveness of the magnetic manipulation of the particles. Superparamagnetic monodisperse silica particles synthesized in-house are utilized for the isolation of fish sperm DNA and human placenta DNA. It was demonstrated that the proposed platform can perform DNA isolation within 10 min with an isolation efficiency of 50% at optimum operating conditions.
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Affiliation(s)
- Güneş Kibar
- Department of Materials Science and Engineering, Adana Alparslan Türkeş Science and Technology University, Adana 01250, Turkey
- Center for Engineering in Medicine and Surgery, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
- UNAM─National Nanotechnology Research Center and Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
| | - Büşra Sarıarslan
- UNAM─National Nanotechnology Research Center and Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
- Microfluidics & Lab-on-a-chip Research Group, Mechanical Engineering Department, Bilkent University, Ankara 06800, Turkey
| | - Serkan Doğanay
- Mechatronics Engineering Department İzmir Katip Çelebi University, İzmir 35620, Turkey
| | - Gökay Yıldız
- TEKGEN Healthcare Services Inc., Ümraniye, İstanbul 34775, Turkey
| | - O Berk Usta
- Center for Engineering in Medicine and Surgery, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
- Shriners Children's Hospital, Boston, Massachusetts 02114, United States
| | - Barbaros Çetin
- UNAM─National Nanotechnology Research Center and Institute of Materials Science and Nanotechnology, Bilkent University, Ankara 06800, Turkey
- Microfluidics & Lab-on-a-chip Research Group, Mechanical Engineering Department, Bilkent University, Ankara 06800, Turkey
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He L, Chen B, Hu Y, Hu B, Li Y, Yang X. A sample-preparation-free, point-of-care testing system for in situ detection of bovine mastitis. Anal Bioanal Chem 2023; 415:5499-5509. [PMID: 37382653 DOI: 10.1007/s00216-023-04823-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 06/15/2023] [Accepted: 06/16/2023] [Indexed: 06/30/2023]
Abstract
We present a highly integrated point-of-care testing (POCT) device capable of immediately and accurately screening bovine mastitis infection based on somatic cell counting (SCC). The system primarily consists of a homemade cell-counting chamber and a miniature fluorescent microscope. The cell-counting chamber is pre-embedded with acridine orange (AO) in advance, which is simple and practical. And then SCC is directly identified by microscopic imaging analysis to evaluate the bovine mastitis infection. Only 4 μL of raw bovine milk is required for a simple sample testing and accurate SCC. The entire assay process from sampling to result in presentation is completed quickly within 6 min, enabling instant "sample-in and answer-out." Under laboratory conditions, we mixed bovine leukocyte suspension with whole milk and achieved a detection limit as low as 2.12 × 104 cells/mL on the system, which is capable of screening various types of clinical standards of bovine milk. The fitting degrees of the proposed POCT system with manual fluorescence microscopy were generally consistent (R2 > 0.99). As a proof of concept, four fresh milk samples were used in the test. The average accuracy of somatic cell counts was 98.0%, which was able to successfully differentiate diseased cows from healthy ones. The POCT system is user-friendly and low-cost, making it a potential tool for on-site diagnosis of bovine mastitis in resource-limited areas.
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Affiliation(s)
- Lei He
- School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Bing Chen
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Yu Hu
- School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Boheng Hu
- School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, 450001, Henan, China
| | - Ya Li
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
| | - Xiaonan Yang
- School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, 450001, Henan, China.
- National Center for International Joint Research of Electronic Materials and Systems, International Joint-Laboratory of Electronic Materials and Systems of Henan Province, School of Information Engineering, Zhengzhou University, Zhengzhou, 450001, Henan, China.
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6
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Sun X, Zhao R, Wang N, Zhang J, Xiao B, Huang F, Chen A. Milk somatic cell count: From conventional microscope method to new biosensor-based method. Trends Food Sci Technol 2023. [DOI: 10.1016/j.tifs.2023.03.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
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7
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Zhou W, Li X, Su W, Zheng H, An G, Li Z, Li S. A Study on the Uniform Distribution and Counting Method of Raw Cow's Milk Somatic Cells. MICROMACHINES 2022; 13:2173. [PMID: 36557474 PMCID: PMC9784796 DOI: 10.3390/mi13122173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 11/16/2022] [Accepted: 11/28/2022] [Indexed: 06/17/2023]
Abstract
The somatic cell count (SCC) in raw milk is an important basis for determining whether a cow is suffering from mastitis. To address the problem of an uneven distribution of somatic cells due to cell-adherent sedimentation, among other reasons, during milk sampling, which in turn results in unrepresentative somatic cell counting, a method is proposed for obtaining a uniform distribution of somatic cells and improving the counting accuracy based on a nine-cell grid microfluidic chip. Firstly, a simulation was performed to verify the uniformity of the somatic cell distribution within the chip observation cavities. Secondly, a nine-cell grid microfluidic chip was prepared and a negative-pressure injection system integrating staining and stirring was developed to ensure that the somatic cells were uniformly distributed and free from air contamination during the injection process. As well as the structure of the chip, a microscopic imaging system was developed, and the nine chip observation cavities were photographed. Finally, the somatic cells were counted and the uniformity of the somatic cell distribution was verified using image processing. The experimental results show that the standard deviation coefficient of the SCC in each group of nine images was less than 1.61%. The automatic counting accuracy of the system was between 97.07% and 99.47%. This research method lays the foundation for the detection and prevention of mastitis in cows.
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8
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Fu X, Sun J, Liang R, Guo H, Wang L, Sun X. Application progress of microfluidics-integrated biosensing platforms in the detection of foodborne pathogens. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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9
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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: 3.3] [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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Song B, Yu J, Sun Y, Wang Q, Xu S, Jia Y, Lin S, Zhang Y, Wang C, Zhang Y, Zhang X. Microfluidics for the rapid detection of Escherichia coli O157:H7 using antibody-coated microspheres. Bioengineered 2021; 12:392-401. [PMID: 33472509 PMCID: PMC8806228 DOI: 10.1080/21655979.2020.1870805] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
This study developed a novel method for the rapid detection of Escherichia coli (E. coli) O157:H7 on a microfluidic platform. First, the concentration of bacteria in a sample was determined with the adenosine triphosphate (ATP) method. Then, the specific detection of E. coli was achieved in a microfluidic chip by the immune-microsphere technique. The influences of the culture time, flow rate and capture time on the detection of the target bacteria were investigated systematically. Generally, with increasing capture time, more bacteria could be captured by the microspheres, which had a positive effect on bacterial detection. Furthermore, the sensitivity and specificity of the method were also tested. The results showed that this method could specifically detect E. coli with a sensitivity as high as 49.1 cfu/μL; the consumption of bacteria was 1 μL, and the reagent was at the microliter level. The testing time can be controlled within one and a half hours, and the cost of testing was approximately RMB 10. The method described in this article is simple and accurate and has great application value in bacterial detection for medical diagnostics.
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Affiliation(s)
- Bo Song
- Department of Clinical Pathogen, Medical Technology College, Qiqihar Medical University , Qiqihar, China
| | - Jiayuan Yu
- Clinical Laboratory, Microbial Virus Group, the Second Affiliated Hospital of Heilongjiang University of Traditional Chinese Medicine , Harbin, China
| | - Yan Sun
- Department of Clinical Pathogen, Medical Technology College, Qiqihar Medical University , Qiqihar, China
| | - Qiao Wang
- Department of Stomatology, The Second Affiliated Hospital of Qiqihar Medical University , Qiqihar, China
| | - Shengnan Xu
- Medical Technology College, Qiqihar Medical University , Qiqihar, China
| | - Yichen Jia
- Medical Technology College, Qiqihar Medical University , Qiqihar, China
| | - Shuying Lin
- Medical Technology College, Qiqihar Medical University , Qiqihar, China
| | - Yueying Zhang
- Medical Technology College, Qiqihar Medical University , Qiqihar, China
| | - Chen Wang
- Medical Technology College, Qiqihar Medical University , Qiqihar, China
| | - Yingbo Zhang
- Pathology College, Qiqihar Medical University , Qiqihar, China
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Tokunaga Y, Yamaguchi N. Rapid quantification of
Escherichia coli
O157
:
H7
in lettuce and beef using an on‐chip staining microfluidic device. J Food Saf 2020. [DOI: 10.1111/jfs.12851] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Yusuke Tokunaga
- Division of Hygienic Chemistry Osaka Institute of Public Health Osaka Japan
| | - Nobuyasu Yamaguchi
- Division of Hygienic Chemistry Osaka Institute of Public Health Osaka Japan
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