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Shen X, Teo TW, Kong TF. A Technique for Rapid Bacterial-Density Enumeration through Membrane Filtration and Differential Pressure Measurements. MICROMACHINES 2022; 13:mi13081198. [PMID: 36014121 PMCID: PMC9415702 DOI: 10.3390/mi13081198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/25/2022] [Accepted: 07/26/2022] [Indexed: 02/01/2023]
Abstract
In this article, we present a microfluidic technique for the rapid enumeration of bacterial density with a syringe filter to trap bacteria and the quantification of the bacterial density through pressure difference measurement across the membrane. First, we established the baseline differential pressure and hydraulic resistance for a filtration membrane by fully wetting the filter with DI water. Subsequently, when bacteria were infused and trapped at the pores of the membrane, the differential pressure and hydraulic resistance also increased. We characterized the infusion time required for the bacterial sample to achieve a normalized hydraulic resistance of 1.5. An equivalent electric-circuit model and calibration data sets from parametric studies were used to determine the general form of a calibration curve for the prediction of the bacterial density of a bacterial sample. As a proof of concept, we demonstrated through blind tests with Escherichia coli that the device is capable of determining the bacterial density of a sample ranging from 7.3 × 106 to 2.2 × 108 CFU/mL with mean and median accuracies of 87.21% and 91.33%, respectively. The sample-to-result time is 19 min for a sample with lower detection threshold, while for higher-bacterial-density samples the measurement time is further shortened to merely 8 min.
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Affiliation(s)
- Xinhui Shen
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798, Singapore
| | - Ting Wei Teo
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798, Singapore
| | - Tian Fook Kong
- School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798, Singapore
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Lee SK, Lee JH, Kim HR, Chun Y, Lee JH, Park C, Yoo HY, Kim SW. Rapid and concise quantification of mycelial growth by microscopic image intensity model and application to mass cultivation of fungi. Sci Rep 2021; 11:24157. [PMID: 34921189 PMCID: PMC8683468 DOI: 10.1038/s41598-021-03512-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 11/30/2021] [Indexed: 11/16/2022] Open
Abstract
The microbial food fermentation industry requires real-time monitoring and accurate quantification of cells. However, filamentous fungi are difficult to quantify as they have complex cell types such as pellet, spores, and dispersed hyphae. In this study, numerous data of microscopic image intensity (MII) were used to develop a simple and accurate quantification method of Cordyceps mycelium. The dry cell weight (DCW) of the sample collected during the fermentation was measured. In addition, the intensity values were obtained through the ImageJ program after converting the microscopic images. The prediction model obtained by analyzing the correlation between MII and DCW was evaluated through a simple linear regression method and found to be statistically significant (R2 = 0.941, p < 0.001). In addition, validation with randomly selected samples showed significant accuracy, thus, this model is expected to be used as a valuable tool for predicting and quantifying fungal growth in various industries.
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Affiliation(s)
- Soo Kweon Lee
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul, 02841, Republic of Korea
| | - Ju Hun Lee
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul, 02841, Republic of Korea
| | - Hyeong Ryeol Kim
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul, 02841, Republic of Korea
| | - Youngsang Chun
- Department of Interdisciplinary Bio-Micro System Technology, College of Engineering, Korea University, 145 Anam-Ro, Seongbuk-Gu, Seoul, 02841, Republic of Korea
| | - Ja Hyun Lee
- Department of Food Science and Engineering, Dongyang Mirae University, 445, Gyeongin-Ro, Guro-Gu, Seoul, Republic of Korea
| | - Chulhwan Park
- Department of Chemical Engineering, Kwangwoon University, 20 Kwangwoon-Ro, Nowon-Gu, Seoul, 01897, Republic of Korea.
| | - Hah Young Yoo
- Department of Biotechnology, Sangmyung University, 20, Hongjimun 2-Gil, Jongno-Gu, Seoul, 03016, Republic of Korea.
| | - Seung Wook Kim
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul, 02841, Republic of Korea.
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Enhanced Antibacterial Property of Sulfate-Doped Ag 3PO 4 Nanoparticles Supported on PAN Electrospun Nanofibers. Molecules 2020; 25:molecules25061411. [PMID: 32204541 PMCID: PMC7144394 DOI: 10.3390/molecules25061411] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 03/12/2020] [Accepted: 03/13/2020] [Indexed: 11/16/2022] Open
Abstract
Heterojunction nanofibers of PAN decorated with sulfate doped Ag3PO4 nanoparticles (SO42−-Ag3PO4/PAN electrospun nanofibers) were successfully fabricated by combining simple and versatile electrospinning technique with ion exchange reaction. The novel material possessing good flexibility could exhibit superior antibacterial property over sulfate undoped species (Ag3PO4/PAN electrospun nanofibers). FESEM, XRD, FTIR, XPS and DRS were applied to characterize the morphology, phase structure, bonding configuration, elemental composition, and optical properties of the as fabricated samples. FESEM characterization confirmed the successful incorporation of SO42−-Ag3PO4 nanoparticles on PAN electrospun nanofibers. The doping of SO42− ions into Ag3PO4 crystal lattice by replacing PO43− ions can provide sufficient electron-hole separation capability to the SO42−-Ag3PO4/PAN heterojunction to generate reactive oxygen species (ROS) under visible light irradiation and enhances its antibacterial performance. Finally, we hope this work may offer a new paradigm to design and fabricate other types of flexible self-supporting negative-ions-doped heterojunction nanofibers using electrospinning technique for bactericidal applications.
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McCaig R. Evaluation of the Fluorescent Dye 1-Anilino-8-Naphthalene Sulfonic Acid for Yeast Viability Determination. JOURNAL OF THE AMERICAN SOCIETY OF BREWING CHEMISTS 2018. [DOI: 10.1094/asbcj-48-0022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- R. McCaig
- Molson Breweries Technical Centre, Mississauga, Ontario, Canada L5L 1J9
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Smart KA, Boulton CA, Hinchliffe E, Molzahn S. Effect of Physiological Stress on the Surface Properties of Brewing Yeasts. JOURNAL OF THE AMERICAN SOCIETY OF BREWING CHEMISTS 2018. [DOI: 10.1094/asbcj-53-0033] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Katherine A. Smart
- School of Biological and Molecular Sciences, Oxford Brookes University, Headington, Oxford, OX3 0BP, U.K
| | - Chris A. Boulton
- Bass Brewers Limited, Research Laboratory, Bass Technical Centre, P.O. Box 12, Cross Street, Burton-on-Trent, DEM 1XH, U.K
| | - Ed Hinchliffe
- Bass Brewers Limited, Tower Brewery, Wetherby Road, Tadcaster, North Yorkshire, LS24 9S, U.K
| | - Stuart Molzahn
- Bass Brewers Limited, Research Laboratory, Bass Technical Centre, P.O. Box 12, Cross Street, Burton-on-Trent, DEM 1XH, U.K
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Shinozaki Y, Sato J, Igarashi T, Suzuki S, Nishimoto K, Harada Y. Evaluation of an improved bioluminescence assay for the detection of bacteria in soy milk. Biocontrol Sci 2013; 18:1-7. [PMID: 23538846 DOI: 10.4265/bio.18.1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Because soy milk is nutrient rich and nearly neutral in pH, it favors the growth of microbial contaminants. To ensure that soy milk meets food-safety standards, it must be pasteurized and have its sterility confirmed. ATP bioluminescence assay has become a widely accepted means of detecting food microorganisms. However, the high background bioluminescence intensity of soy milk has rendered it unsuitable for ATP analysis. Here, we tested the efficacy of an improved pre-treated bioluminescence assay on soy milk. By comparing background bioluminescence intensities obtained by the conventional and improved methods, we demonstrated that our method significantly reduces soy milk background bioluminescence. The dose-response curve of the assay was tested with serial dilutions of Bacillus sp. culture. An extremely strong log-linear relation between the bioluminescence intensity relative light units and colony formation units CFU/ml emerged for the tested strain. The detection limit of the assay was estimated as 5.2×10(3) CFU/ml from the dose-response curve and an imposed signal limit was three times the background level. The results showed that contaminated samples could be easily detected within 24 h using our improved bioluminescence assay.
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Affiliation(s)
- Yohei Shinozaki
- Research and Development Division, Kikkoman Corporation, Noda, Chiba, Japan.
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MATTILA-SANDHOLM T, ALI-VEHMAS T, WIRTANEN G, RÖNNER U, SANDHOLM M. Automated fluorimetry in quality control of pasteurized and ultra-high temperature-treated starch soup. Int J Food Sci Technol 2007. [DOI: 10.1111/j.1365-2621.1991.tb01169.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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A rapid method for the estimation of the microbiological quality of refrigerated raw milk based on the aminopeptidase activity of Gram-negative bacteria. Int Dairy J 2005. [DOI: 10.1016/j.idairyj.2004.05.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Mattila T, Alivehmas T. Automated turbidometry for predicting colony forming units in raw milk. Int J Food Microbiol 1987. [DOI: 10.1016/0168-1605(87)90022-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Oner MD, Erickson LE. Anaerobic fermentation ofLactobacillus bulgaricus andstreptococcus thermophilus on 3% nonfat dry milk with pure and mixed culture. Biotechnol Bioeng 1986; 28:883-94. [DOI: 10.1002/bit.260280616] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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