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Bera T, Xu J, Alusta P, Fong A, Linder SW, Torosian SD. Estimating Bacterial Concentrations in Fibrous Substrates Through a Combination of Scanning Electron Microscopy and ImageJ. Anal Chem 2019; 91:4405-4412. [PMID: 30835114 DOI: 10.1021/acs.analchem.8b04862] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Conventional signal-based microanalytical techniques for estimating bacterial concentrations are often susceptible to false signals. A visual quantification, therefore, may compliment such techniques by providing additional information and support better management decisions in the event of outbreaks. Herein, we explore a method that combines electron microscopy (EM) and image-analysis techniques and allows both visualization and quantification of pathogenic bacteria adherent even to complex nonuniform substrates. Both the estimation and imaging parameters were optimized to reduce the estimation error ( E, %) to close to ±5%. The method was validated against conventional microbiological techniques such as the use of optical density, flow cytometry, and quantitative real-time PCR (qPCR). It could easily be tailored to estimate different species of pathogens, such as Escherichia coli O157, Listeria innocua, Staphylococcus aureus, Enterococcus faecalis, and Bacillus anthracis, on samples similar to those in real-time contamination scenarios. The present method is sensitive enough to detect ∼100 bacterial CFU/mL but has the potential to estimate even lower concentrations with increased imaging and computation times. Overall, this imaging-based method may greatly complement any signal-based pathogen-detection technique, especially in negating false signals, and therefore may significantly contribute to the field of analytical microbiology and biochemistry.
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Affiliation(s)
- Tanmay Bera
- Arkansas Laboratory-Nanotechnology Core Facility (ARKL-NanoCore), Office of Regulatory Sciences, Office of Regulatory Affairs (ORS, ORA) , U.S. FDA , Jefferson , Arkansas 72079 , United States.,Division of Bioinformatics and Biostatistics , National Center for Toxicological Research (NCTR), U.S. FDA , Jefferson , Arkansas 72079 , United States
| | - Joshua Xu
- Division of Bioinformatics and Biostatistics , National Center for Toxicological Research (NCTR), U.S. FDA , Jefferson , Arkansas 72079 , United States
| | - Pierre Alusta
- Division of Systems Biology , NCTR, U.S. FDA , Jefferson , Arkansas 72079 , United States
| | - Andrew Fong
- Arkansas Laboratory-Nanotechnology Core Facility (ARKL-NanoCore), Office of Regulatory Sciences, Office of Regulatory Affairs (ORS, ORA) , U.S. FDA , Jefferson , Arkansas 72079 , United States
| | - Sean W Linder
- ORS, ORA , U.S. FDA , Jefferson , Arkansas 72079 , United States
| | - Stephen D Torosian
- Winchester Engineering and Analytical Center (WEAC), ORS, ORA , U.S. FDA , Winchester , Massachusetts 01890 , United States
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Jun S, Si F, Pugatch R, Scott M. Fundamental principles in bacterial physiology-history, recent progress, and the future with focus on cell size control: a review. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2018; 81:056601. [PMID: 29313526 PMCID: PMC5897229 DOI: 10.1088/1361-6633/aaa628] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Bacterial physiology is a branch of biology that aims to understand overarching principles of cellular reproduction. Many important issues in bacterial physiology are inherently quantitative, and major contributors to the field have often brought together tools and ways of thinking from multiple disciplines. This article presents a comprehensive overview of major ideas and approaches developed since the early 20th century for anyone who is interested in the fundamental problems in bacterial physiology. This article is divided into two parts. In the first part (sections 1-3), we review the first 'golden era' of bacterial physiology from the 1940s to early 1970s and provide a complete list of major references from that period. In the second part (sections 4-7), we explain how the pioneering work from the first golden era has influenced various rediscoveries of general quantitative principles and significant further development in modern bacterial physiology. Specifically, section 4 presents the history and current progress of the 'adder' principle of cell size homeostasis. Section 5 discusses the implications of coarse-graining the cellular protein composition, and how the coarse-grained proteome 'sectors' re-balance under different growth conditions. Section 6 focuses on physiological invariants, and explains how they are the key to understanding the coordination between growth and the cell cycle underlying cell size control in steady-state growth. Section 7 overviews how the temporal organization of all the internal processes enables balanced growth. In the final section 8, we conclude by discussing the remaining challenges for the future in the field.
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Affiliation(s)
- Suckjoon Jun
- Department of Physics, University of California San Diego, 9500 Gilman Dr, La Jolla, CA 92093, United States of America. Section of Molecular Biology, Division of Biology, University of California San Diego, 9500 Gilman Dr, La Jolla, CA 92093, United States of America
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Van Nevel S, Koetzsch S, Proctor CR, Besmer MD, Prest EI, Vrouwenvelder JS, Knezev A, Boon N, Hammes F. Flow cytometric bacterial cell counts challenge conventional heterotrophic plate counts for routine microbiological drinking water monitoring. WATER RESEARCH 2017; 113:191-206. [PMID: 28214393 DOI: 10.1016/j.watres.2017.01.065] [Citation(s) in RCA: 118] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 01/30/2017] [Accepted: 01/31/2017] [Indexed: 06/06/2023]
Abstract
Drinking water utilities and researchers continue to rely on the century-old heterotrophic plate counts (HPC) method for routine assessment of general microbiological water quality. Bacterial cell counting with flow cytometry (FCM) is one of a number of alternative methods that challenge this status quo and provide an opportunity for improved water quality monitoring. After more than a decade of application in drinking water research, FCM methodology is optimised and established for routine application, supported by a considerable amount of data from multiple full-scale studies. Bacterial cell concentrations obtained by FCM enable quantification of the entire bacterial community instead of the minute fraction of cultivable bacteria detected with HPC (typically < 1% of all bacteria). FCM measurements are reproducible with relative standard deviations below 3% and can be available within 15 min of samples arriving in the laboratory. High throughput sample processing and complete automation are feasible and FCM analysis is arguably less expensive than HPC when measuring more than 15 water samples per day, depending on the laboratory and selected staining procedure(s). Moreover, many studies have shown FCM total (TCC) and intact (ICC) cell concentrations to be reliable and robust process variables, responsive to changes in the bacterial abundance and relevant for characterising and monitoring drinking water treatment and distribution systems. The purpose of this critical review is to initiate a constructive discussion on whether FCM could replace HPC in routine water quality monitoring. We argue that FCM provides a faster, more descriptive and more representative quantification of bacterial abundance in drinking water.
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Affiliation(s)
- S Van Nevel
- Center for Microbial Ecology and Technology (CMET), Ghent University, Coupure Links 653, B-9000, Gent, Belgium
| | - S Koetzsch
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Überlandstrasse 133, CH-8600, Dübendorf, Switzerland
| | - C R Proctor
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Überlandstrasse 133, CH-8600, Dübendorf, Switzerland; Department of Environmental Systems Science, Institute of Biogeochemistry and Pollutant Dynamics, ETH Zürich, Zürich, Switzerland
| | - M D Besmer
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Überlandstrasse 133, CH-8600, Dübendorf, Switzerland
| | - E I Prest
- Department of Biotechnology, Faculty of Applied Sciences, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, The Netherlands
| | - J S Vrouwenvelder
- Department of Biotechnology, Faculty of Applied Sciences, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, The Netherlands; Wetsus, Centre of Excellence for Sustainable Water Technology, Oostergoweg 9, 8911 MA, Leeuwarden, The Netherlands; King Abdullah University of Science and Technology (KAUST), Water Desalination and Reuse Center (WDRC), Division of Biological and Environmental Science and Engineering (BESE), Thuwal, 23955-6900, Saudi Arabia
| | - A Knezev
- Het Waterlaboratorium, J.W. Lucasweg 2, 2031 BE, Haarlem, The Netherlands
| | - N Boon
- Center for Microbial Ecology and Technology (CMET), Ghent University, Coupure Links 653, B-9000, Gent, Belgium
| | - F Hammes
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Überlandstrasse 133, CH-8600, Dübendorf, Switzerland.
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Di W, Xing M, Yang J. Investigation on the difference between biofilm morphologies of the vermifilter and conventional biofilter with the flow cytometer. BIORESOURCE TECHNOLOGY 2016; 216:308-316. [PMID: 27259185 DOI: 10.1016/j.biortech.2016.05.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2016] [Revised: 05/09/2016] [Accepted: 05/11/2016] [Indexed: 06/05/2023]
Abstract
With the demand of new sludge reduction processes, a vermifilter (VF) was studied based on a conventional biofilter (BF). The biofilm morphology was investigated using a new technique, the flow cytometer (FCM), to find a way to optimize VF structure. VF was inoculated with Eisenia fetida, packed with ceramsites, and operated stably at the organic load of 1.2kg-VSSm(-3)d(-1) with BF as the control. Compared with BF, VF had about 13% more removal efficiency of excess sludge and 45% shorter biofilm update period. FCM profile showed the morphology of microbial cells in VF biofilms was significantly different from that in BF in upper layers, with decreases of average refractive index (about 72%) and size (about 22%), and suggested it was better to keep earthworms there to remove rod-shaped microorganisms with other filter media in lower layers to remove spherical ones combining the findings in SEM images and extracellular polymeric substances.
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Affiliation(s)
- Wanyin Di
- Institute of Biofilm Technology, Key Laboratory of Yangtze River Water Environment, Ministry of Education, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Meiyan Xing
- Institute of Biofilm Technology, Key Laboratory of Yangtze River Water Environment, Ministry of Education, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China.
| | - Jian Yang
- Institute of Biofilm Technology, Key Laboratory of Yangtze River Water Environment, Ministry of Education, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
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Hogue IB, Bosse JB, Engel EA, Scherer J, Hu JR, Del Rio T, Enquist LW. Fluorescent Protein Approaches in Alpha Herpesvirus Research. Viruses 2015; 7:5933-61. [PMID: 26610544 PMCID: PMC4664988 DOI: 10.3390/v7112915] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2015] [Revised: 10/12/2015] [Accepted: 10/14/2015] [Indexed: 12/28/2022] Open
Abstract
In the nearly two decades since the popularization of green fluorescent protein (GFP), fluorescent protein-based methodologies have revolutionized molecular and cell biology, allowing us to literally see biological processes as never before. Naturally, this revolution has extended to virology in general, and to the study of alpha herpesviruses in particular. In this review, we provide a compendium of reported fluorescent protein fusions to herpes simplex virus 1 (HSV-1) and pseudorabies virus (PRV) structural proteins, discuss the underappreciated challenges of fluorescent protein-based approaches in the context of a replicating virus, and describe general strategies and best practices for creating new fluorescent fusions. We compare fluorescent protein methods to alternative approaches, and review two instructive examples of the caveats associated with fluorescent protein fusions, including describing several improved fluorescent capsid fusions in PRV. Finally, we present our future perspectives on the types of powerful experiments these tools now offer.
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Affiliation(s)
- Ian B Hogue
- Department of Molecular Biology & Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
| | - Jens B Bosse
- Department of Molecular Biology & Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
| | - Esteban A Engel
- Department of Molecular Biology & Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
| | - Julian Scherer
- Department of Molecular Biology & Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
| | - Jiun-Ruey Hu
- Department of Molecular Biology & Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
| | - Tony Del Rio
- Department of Molecular Biology & Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
| | - Lynn W Enquist
- Department of Molecular Biology & Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544, USA.
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Gasol JM, Morán XAG. Flow Cytometric Determination of Microbial Abundances and Its Use to Obtain Indices of Community Structure and Relative Activity. SPRINGER PROTOCOLS HANDBOOKS 2015. [DOI: 10.1007/8623_2015_139] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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8
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Vila-Costa M, Gasol JM, Sharma S, Moran MA. Community analysis of high- and low-nucleic acid-containing bacteria in NW Mediterranean coastal waters using 16S rDNA pyrosequencing. Environ Microbiol 2012; 14:1390-402. [PMID: 22390635 DOI: 10.1111/j.1462-2920.2012.02720.x] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The ecological significance of the marine bacterial populations distinguishable by flow cytometry on the basis of the fluorescence (FL) of their nucleic acid (NA) content and proxies of cell size (such as side scatter, SSC) remains largely unknown. Some studies have suggested that cells with high NA (HNA) content and high SSC (HS) represent the active members of the community, while the low NA (LNA) cells are inactive members of the same phylogenetic groups. But group-specific activity measurements and phylogenetic assignment after cell sorting have suggested this is not be the case, particularly in open-ocean communities. To test the extent to which the different NA subgroups are similar, and consequently the extent to which they likely have similar ecological and biogeochemical roles in the environment, we analysed the phylogenetic composition of three populations after cell sorting [high NA-high SC (HNA-HS), high NA-low SC (HNA-LS), low NA (LNA)] by 454 pyrosequencing in two contrasting periods of the year in NW Mediterranean coastal waters (BBMO, Blanes Bay Microbial Observatory) where these three populations have recurrent seasonal patterns. Statistical analyses showed that summer and winter samples were significantly different and, importantly, the sorted populations within a sample were composed of different taxa. The majority of taxa were associated with one NA fraction only, and the degree of overlap (i.e. OTUs present simultaneously in 2 fractions) between HNA and LNA and between summer and winter communities was very small. Rhodobacterales, SAR116 and Bacteroidetes contributed primarily to the HNA fraction, whereas other groups such as SAR11 and SAR86 contributed largely to the LNA fractions. Gammaproteobacteria other than SAR86 showed less preference for one particular NA fraction. An increase in diversity was observed from the LNA to the HNA-HS fraction for both sample dates. Our results suggest that, in Blanes Bay, flow cytometric signatures of natural communities track their phylogenetic composition.
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Affiliation(s)
- Maria Vila-Costa
- Group of Limnology-Department of Continental Ecology. Centre d'Estudis Avançats de Blanes-CSIC, Accés Cala Sant Francesc 14, Blanes, Catalonia, Spain.
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Wang Y, Hammes F, De Roy K, Verstraete W, Boon N. Past, present and future applications of flow cytometry in aquatic microbiology. Trends Biotechnol 2010; 28:416-24. [DOI: 10.1016/j.tibtech.2010.04.006] [Citation(s) in RCA: 150] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2010] [Revised: 04/26/2010] [Accepted: 04/29/2010] [Indexed: 10/19/2022]
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10
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Müller S, Nebe-von-Caron G. Functional single-cell analyses: flow cytometry and cell sorting of microbial populations and communities. FEMS Microbiol Rev 2010; 34:554-87. [DOI: 10.1111/j.1574-6976.2010.00214.x] [Citation(s) in RCA: 266] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
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11
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Origin and analysis of microbial population heterogeneity in bioprocesses. Curr Opin Biotechnol 2010; 21:100-13. [PMID: 20138500 DOI: 10.1016/j.copbio.2010.01.002] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2009] [Revised: 01/14/2010] [Accepted: 01/14/2010] [Indexed: 10/19/2022]
Abstract
Heterogeneity of industrial production cultures is accepted to a certain degree; however, the underlying mechanisms are seldom perceived or included in the development of new bioprocess control strategies. Population heterogeneity and its basics, perceptible in the diverse proficiency of cells, begins with asymmetric birth and is found to recess during the life cycle. Since inefficient subpopulations have significant impact on the productivity of industrial cultures, cellular heterogeneity needs to be detected and quantified by using high speed detection tools like flow cytometry. Possible origins of population heterogeneity, sophisticated fluorescent techniques for detection of individual cell states, and cutting-edge Omics-technologies for extended information beyond the resolution of fluorescent labelling are highlighted.
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12
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Díaz M, Herrero M, García LA, Quirós C. Application of flow cytometry to industrial microbial bioprocesses. Biochem Eng J 2010. [DOI: 10.1016/j.bej.2009.07.013] [Citation(s) in RCA: 132] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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13
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Kottmeier K, Weber J, Müller C, Bley T, Büchs J. Asymmetric division ofHansenula polymorphareflected by a drop of light scatter intensity measured in batch microtiter plate cultivations at phosphate limitation. Biotechnol Bioeng 2009; 104:554-61. [DOI: 10.1002/bit.22410] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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14
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Wang NS, Stephanopoulos GN, Erickson LE. Computer Applications to Fermentation Processes. Crit Rev Biotechnol 2008. [DOI: 10.3109/07388558409084661] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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15
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Monitoring growth phase-related changes in phosphatidylcholine-specific phospholipase C production, adhesion properties and physiology of Bacillus cereus vegetative cells. J Ind Microbiol Biotechnol 2008; 35:1695-703. [DOI: 10.1007/s10295-008-0461-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2007] [Accepted: 08/06/2008] [Indexed: 10/21/2022]
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Abstract
Analyses of DNA pattern provide an excellent tool to determine activity states of bacteria. Bacterial cell cycle behaviour is generally different from the eukaryotic one and is pre-determined by the bacteria's diversity within the phylogenetic tree, and their metabolic traits. As a result, every species creates its specific proliferation pattern that differs from every other one. Up to now, just few bacterial species have been investigated and little information is available concerning DNA cycling even in already known species. This prevents understanding of the complexity and diversity of ongoing bacterial interactions in many ecosystems or in biotechnology. Flow cytometry is the only possible technique to shed light on the dynamics of bacterial communities and DNA patterns will help to unlock the hidden principles of their life. This review provides basic knowledge about the molecular background of bacterial cell cycling, discusses modes of cell cycle phases and presents techniques to both obtain DNA patterns and to combine the contained information with physiological cell states.
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Affiliation(s)
- S Müller
- Department of Environmental Microbiology, UFZ, Helmholtz Centre for Environmental Research, Leipzig-Halle, Leipzig, Germany.
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Affiliation(s)
- HARVEY W. BLANCH
- a Department of Chemical Engineering , University of California , Berkeley, Ca, 94720
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18
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Statistical models of cell populations. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2005. [DOI: 10.1007/3-540-08990-x_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register]
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19
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Alcon A, Santos VE, Casas J, Garcı́a-Ochoa F. Use of flow cytometry for growth structured kinetic model development. Enzyme Microb Technol 2004. [DOI: 10.1016/j.enzmictec.2003.10.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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20
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Shapiro HM. The evolution of cytometers. CYTOMETRY. PART A : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR ANALYTICAL CYTOLOGY 2004; 58:13-20. [PMID: 14994215 DOI: 10.1002/cyto.a.10111] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Howard M Shapiro
- The Center for Microbial Cytometry, West Newton, Massachusetts 02465-2513, USA.
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21
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Fazel-Madjlessi J, Bailey JE. Analysis of fermentation processes using flow microfluorometry: Single-parameter observations of batch bacterial growth. Biotechnol Bioeng 2002; 79:532-8. [PMID: 12209824 DOI: 10.1002/bit.10437] [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: 11/06/2022]
Abstract
The laser flow microfluorometer (FMF) can determine the amounts of certain components in single cells at sample rates of several thousand cells per second. This technique has been employed to characterize Bacillus subtilis populations in batch fermentations with different inocula. Protein and nucleic acid distributions obtained by FMF analyses at different times during the batch have been decomposed using an optimized fit of summed subpopulation distributions. The results of these decomposition calculations, some of which have been approximately confirmed by independent microscopic observations, indicate that the relative numbers of single rods, cell chains, spores, and swollen rounded cells change dramatically during the entire fermentation including the stationary phase. The dynamics of these subpopulations may be related to secondary metabolite production.
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22
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Vives-Rego J, Lebaron P, Nebe-von Caron G. Current and future applications of flow cytometry in aquatic microbiology. FEMS Microbiol Rev 2000; 24:429-48. [PMID: 10978545 DOI: 10.1111/j.1574-6976.2000.tb00549.x] [Citation(s) in RCA: 170] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Flow cytometry has become a valuable tool in aquatic and environmental microbiology that combines direct and rapid assays to determine numbers, cell size distribution and additional biochemical and physiological characteristics of individual cells, revealing the heterogeneity present in a population or community. Flow cytometry exhibits three unique technical properties of high potential to study the microbiology of aquatic systems: (i) its tremendous velocity to obtain and process data; (ii) the sorting capacity of some cytometers, which allows the transfer of specific populations or even single cells to a determined location, thus allowing further physical, chemical, biological or molecular analysis; and (iii) high-speed multiparametric data acquisition and multivariate data analysis. Flow cytometry is now commonly used in aquatic microbiology, although the application of cell sorting to microbial ecology and quantification of heterotrophic nanoflagellates and viruses is still under development. The recent development of laser scanning cytometry also provides a new way to further analyse sorted cells or cells recovered on filter membranes or slides. The main infrastructure limitations of flow cytometry are: cost, need for skilled and well-trained operators, and adequate refrigeration systems for high-powered lasers and cell sorters. The selection and obtaining of the optimal fluorochromes, control microorganisms and validations for a specific application may sometimes be difficult to accomplish.
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Affiliation(s)
- J Vives-Rego
- Departament de Microbiologia, Universitat de Barcelona, Barcelona, Spain.
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Abstract
Measurement of bacteria and other microorganisms at the level of single cells has progressed enormously over the last couple of decades. Up to the late 1970s, there were no other means than microscopy for observation of single microorganisms, making any type of measurement very cumbersome and tedious, at best. Today, we measure several parameters simultaneously with a precision of a few per cent, and at a rate of 1000 cells per second. The first papers on the use of flow cytometry to measure bacteria appeared only in 1977, although the method had proved highly successful in studies of mammalian cells for almost a decade. There were several reasons for this relatively late introduction, including technical limitations, problems with adequate staining, and, not least, the human factor. Today, flow cytometry has a wide range of microbiological applications, ranging from studies of the bacterial cell cycle and many other cellular characteristics to assessment of antibiotic susceptibility of clinical samples, and monitoring of bacteria and other microorganisms in anything from sewage to sea water. Still, the potential of flow cytometry in microbiology is far from fully utilised. Better instruments and new stains will provide new opportunities to understand, control and exploit this vital part of the biosphere.
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Affiliation(s)
- H B Steen
- Department of Biophysics, Institute for Cancer Research, The Norwegian Radium Hospital, 0310, Oslo, Norway.
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Nebe-von-Caron G, Stephens PJ, Hewitt CJ, Powell JR, Badley RA. Analysis of bacterial function by multi-colour fluorescence flow cytometry and single cell sorting. J Microbiol Methods 2000; 42:97-114. [PMID: 11000436 DOI: 10.1016/s0167-7012(00)00181-0] [Citation(s) in RCA: 296] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
With the increased awareness of the problems associated with the growth dependent analysis of bacterial populations, direct optical detection methods such as flow cytometry have enjoyed increased popularity over the last few years. Among the analyses discussed here are: (1) Bacterial discrimination from other particles on the basis of nucleic acid staining, using sample disaggregation to provide fast reliable enumeration while minimizing data artefacts due to post sampling growth; (2) Determination of basic cell functions such as reproductive ability, metabolic activity and membrane integrity, to characterise the physiological state or degree of viability of bacteria; and (3) The use of single cell sorting onto agar plates, microscope slides or into multi-well plates to correlate viability as determined by cell growth with fluorescent labelling techniques. Simultaneous staining with different fluorochromes provides an extremely powerful way to demonstrate culture heterogeneity, and also to understand the functional differences revealed by each stain in practical applications. Analysis of bacterial fermentations showed a considerable drop (20%) in membrane potential and integrity during the latter stages of small scale (5L), well mixed fed-batch fermentations. These changes, not found in either batch or continuous culture fermentations, are probably due to the severe, steadily increasing stress associated with glucose limitation during the fed-batch process, suggesting 'on-line' flow cytometry could improve process control. Heat injured cells can already show up to 4 log of differences in recovery in different pre-enrichment media, thus contributing to the problem of viable but non-culturable cells (VBNC's). Cytometric cell sorting demonstrated decreasing recovery with increasing loss of membrane function. However, a new medium protecting the cells from intracellular and extracellular causes of oxidative stress improved recovery considerably. Actively respiring cells showed much higher recovery improvement than the other populations, demonstrating for the first time the contribution of oxidative respiration to intracellular causes of damage as a key part of the VBNC problem. Finally, absolute and relative frequencies of one species in a complex population were determined using immunofluorescent labelling in combination with the analysis of cell function. The detail and precision of multiparameter flow cytometric measurements of cell function at the single cell level now raise questions regarding the validity of classical, growth dependent viability assessment methods.
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Affiliation(s)
- G Nebe-von-Caron
- Unilever Research Colworth, Bedfordshire, MK44 1LQ, Sharnbrook, UK.
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25
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Abstract
The quantitative description of the relationships between global properties, defined at the cellular population level, and individual properties, defined at the single cell level, is considered in this communication along with the analysis of some segregated models of yeast and hybridoma cell cultures.
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Yanpaisan W, King NJ, Doran PM. Analysis of cell cycle activity and population dynamics in heterogeneous plant cell suspensions using flow cytometry. Biotechnol Bioeng 1998; 58:515-28. [PMID: 10099288 DOI: 10.1002/(sici)1097-0290(19980605)58:5<515::aid-bit8>3.0.co;2-g] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Flow cytometry was used to measure cell cycle parameters in Solanum aviculare plant cell suspensions. Methods for bromodeoxyuridine (BrdU) labeling of plant nuclei were developed so that cell cycle times and the proportion of cells participating in growth could be determined as a function of culture time and conditions. The percentage of cells active in the cell cycle at 25 degrees C decreased from 52% to 19% within 7.6 d of culture; presence of a relatively large proportion of non-active cells was reflected in the results for culture growth. While the maximum specific growth rate of the suspensions at 25 degrees C was 0.34 d-1 (doubling time: 2.0 d), the specific growth rate of active cells was significantly greater at 0.67 d-1, corresponding to a cell cycle time of 1.0 d. A simple model of culture growth based on exponential and linear growth kinetics and the assumption of constant cell cycle time was found to predict with reasonable accuracy the proportion of active cells in the population as a function of time. Reducing the temperature to 17 degrees C lowered the culture growth rate but prolonged the exponential growth phase compared with 25 degrees C; the percentage of cells participating in the cell cycle was also higher. Exposure of plant cells to different agitation intensities in shake flasks had a pronounced effect on the distribution of cells within the cell cycle. The proportion of cells in S phase was 1.8 times higher at a shaker speed of 160 rpm than at 100 rpm, while the frequency of G0 + G1 cells decreased by up to 27%. Because of the significant levels of intraculture heterogeneity in suspended plant cell systems, flow cytometry is of particular value in characterizing culture properties and behavior.
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Affiliation(s)
- W Yanpaisan
- Department of Biotechnology, University of New South Wales, Sydney NSW 2052, Australia
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García-Ochoa F, Santos VE, Alcón A. Intracellular compounds quantification by means of flow cytometry in bacteria: application to xanthan production by Xanthomonas campestris. Biotechnol Bioeng 1998; 57:87-94. [PMID: 10099182 DOI: 10.1002/(sici)1097-0290(19980105)57:1<87::aid-bit11>3.0.co;2-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The use of flow cytometry (FCM) to quantitatively analyze intracellular compounds is studied. FCM is a very useful technique for individual cell studies in microbial systems, and gives access to information which cannot be obtained in any other way. Nevertheless, it provides data in arbitrary units, that is, relative data. This analytical technique could be employed for kinetic modeling of microbial systems and even for internal phenomena analysis, but for this purpose, absolute data-that is concentration of intracellular compounds-must be used. In this work, relative flow cytometry data are transformed into absolute data by means of calibrations employing the same fluorochromes with another technique: spectrofluorymetry. Calibrations of DNA, RNA, and protein intracellular concentrations are presented for the bacteria, Xanthomonas campestris. Other analytical methods, based on biochemical determinations, were also employed to quantify intracellular compounds, but the results obtained are very poor compared with those achieved by means of spectrofluorymetry (SFM). Calibration equations and data obtained by both techniques are given. Evolutions of protein and nucleic acids during Xanthomonas campestris growth and xanthan gum production are shown.
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Affiliation(s)
- F García-Ochoa
- Departamento de Ingeniería Química, Facultad de Ciencias Químicas, Universidad Complutense, 28040 Madrid, Spain.
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Chung JD, Conner S, Stephanopoulos G. Flow cytometric study of differentiating cultures of Bacillus subtilis. CYTOMETRY 1995; 20:324-33. [PMID: 7587720 DOI: 10.1002/cyto.990200408] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
We report on 1) the development of a flow cytometry-based technique for detecting beta-galactosidase in differentiating cultures of Bacillus subtilis and 2) the application of this technique in the study of early developmental gene expression. The problems associated with generating detectable signals (despite the small size of B. subtilis cells) have been overcome using the fluorogenic substrate 5-octanolyaminofluorescein di-beta-D-galactopyranoside (C8-FDG). Additionally, to control for background fluorescence during the staining process, we included a control population in the C8-FDG staining mixture that consists of cells devoid of the lacZ gene prestained with another dye, PKH26. The distinct emission spectra of C8-fluorescein and PKH26 allow nonspecific C8-FDG staining in this control population to be monitored using two-color analysis. This technique has been applied in the study of developmental gene expression in sporulating cultures of B. subtilis, and it has been found that such cultures are heterogeneous, comprising two cell populations. One population is induced for expression of early sporulation genes, which is determined using lacZ fusions, whereas the other remains uninduced. These results have allowed us to understand better the patterns of gene expression exhibited by wild-type and mutant cultures early during the development process of spore formation.
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Affiliation(s)
- J D Chung
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, USA
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Christensen H, Bakken LR, Olsen RA. Soil bacterial DNA and biovolume profiles measured by flow-cytometry. FEMS Microbiol Lett 1993. [DOI: 10.1111/j.1574-6968.1993.tb05804.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Obernesser MS, Socransky SS, Stashenko P. Limit of resolution of flow cytometry for the detection of selected bacterial species. J Dent Res 1990; 69:1592-8. [PMID: 1697868 DOI: 10.1177/00220345900690091101] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
The enumeration of bacteria in dental plaque samples is a vital but time-consuming procedure that uses standard cultural methods. Flow cytometry has proven to be a useful tool for the analysis of eukaryotic cells. In the present investigation, the utility of this technology for the enumeration of bacteria in mixtures was explored. Rabbit antisera were produced against the putative periodontal pathogens A. actinomycetemcomitans, B. intermedius, B. gingivalis, E. corrodens, W. recta, B. forsythus, as well as the frequently isolated supragingival species S. sanguis. Cross-reactive antibodies were removed by absorption, and the specificity of each antiserum was confirmed by being tested against a panel of 235 oral microbial strains (79 genera; 94 species) by means of ELISA. Conditions were established for the indirect immunofluorescent labeling of cells without agglutination with use of a goat anti-rabbit Ig-FITC second antibody. When an internal bead standard was used, it was found that unstained bacteria were enumerated by light-scattering parameters with poor efficiency (less than 3%). However, cells exposed to FITC either in the presence of specific or non-specific first antibody were enumerated with high efficiency (102.6 +/- 29.3%), indicating that a small amount of non-specific binding of fluorochrome facilitates bacterial detection. Clear discrimination between specifically- and non-specifically-stained bacteria was achieved with all six rabbit antisera. Mixtures of known composition were made (1) with pure cultures or (2) with a known species and supragingival plaque devoid of that species by culture. The results from both approaches with various species combinations revealed that the limit of resolution for accurate quantitation of a selected species was approximately 5%, although specific organisms could be detected qualitatively when present at approximately 1%.
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Affiliation(s)
- M S Obernesser
- Department of Microbiology, Forsyth Dental Center, Boston, Massachusetts 02115
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Steen HB, Skarstad K, Boye E. Flow cytometry of bacteria: cell cycle kinetics and effects of antibiotics. Ann N Y Acad Sci 1986; 468:329-38. [PMID: 2942091 DOI: 10.1111/j.1749-6632.1986.tb42050.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Flow cytometric determination of the DNA and protein content of E. coli has been carried out by means of a microscope-based flow cytophotometer with a high pressure arc lamp excitation ligh source. Fluorescence (DNA)/light scatter (total cell protein) dual parameter histograms with a resolution cv of 5% were obtained for cells labeled with a combination of mithramycin and ethidium bromide. Histograms of E. coli in rapid and slow exponential growth are presented to exemplify how the cell cycle kinetics of bacteria can be studied in much more detail than has been possible by other methods. Significant effects of chloramphenicol and penicillin on the cell cycle distribution and cell numbers of E. coli cultures were evident after one hour of culture. The data provided information on which parts of the cell cycle and what types of processes were affected by the drug. It appears that flow cytometry may become a valuable tool in studies of the cell cycle of bacteria as well as in clinical drug testing.
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Bjerknes R, Laerum OD, Ødegaard S. Impaired bacterial degradation by monocytes and macrophages from a patient with treated Whipple's disease. Gastroenterology 1985; 89:1139-46. [PMID: 2412931 DOI: 10.1016/0016-5085(85)90221-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
A patient with Whipple's disease is described, and multiparameter flow cytometric examinations of several of the patient's phagocyte functions 3 and 9 mo after the start of oxytetracycline therapy are reported. Almost no intracellular degradation of Escherichia coli or Streptococcus pyogenes proteins and DNA occurred after ingestion by the patient's monocytes and macrophages. In addition, only minor digestion of phagocytized zymosan particles was detected. The mononuclear intracellular degradation was equally impaired 3 and 9 mo after the start of therapy. The monocyte and macrophage phagocytosis and intracellular killing, and all granulocyte phagocyte functions tested, were normal. The impaired mononuclear degradation of ingested material that was measured is consistent with the accumulation of periodic acid-Schiff-positive bacterial degradation products seen in macrophages of affected tissues in vivo, and suggests a key role of macrophage dysfunction in the pathogenesis of Whipple's disease.
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Kornman KS, Patters M, Kiel R, Marucha P. Detection and quantitation of Bacteroides gingivalis in bacterial mixtures by means of flow cytometry. J Periodontal Res 1984; 19:570-3. [PMID: 6084706 DOI: 10.1111/j.1600-0765.1984.tb01316.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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Srienc F, Arnold B, Bailey JE. Characterization of intracellular accumulation of poly-?-hydroxybutyrate (PHB) in individual cells ofAlcaligenes eutrophus H16 by flow cytometry. Biotechnol Bioeng 1984; 26:982-7. [DOI: 10.1002/bit.260260824] [Citation(s) in RCA: 72] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Betz JW, Aretz W, Härtel W. Use of flow cytometry in industrial microbiology for strain improvement programs. CYTOMETRY 1984; 5:145-50. [PMID: 6714026 DOI: 10.1002/cyto.990050208] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
A flow cytometry (FCM) system was chosen to analyze and sort microbiological samples, e.g., bacteria, bacterial spores, yeasts, and fungal spores, without major changes in the commercially available state. The system was further improved by addition of a stepping motor-driven scanning table that accepts standard petri dishes or microtiter plates. The electronics of the sorting system were changed to enable the sorter to deliver only one particle at a time, working in a "handshake" mode with the scanning table. Appropriate parameters, depending on the biological material and including all fluorescent stains that do not impair growth and productivity of cells were chosen to sort distinct bioparticles under aseptic conditions and to clone colonies or cultures out of them. A mutagenized sample of spores entering the germination cycle can be followed and thus provide a means to pick only viable growing cells despite the killing effect of the mutagen. One example of a typical strain improvement is illustrated. From a spore suspension of Rhizopus arrhizus, a subpopulation of morphologically different spores comprising about 5-10% of the whole population was cloned. From approximately 8,000 clones, 10 were isolated that produced approximately five- to six-fold the amount of fungal lipase activity, compared to the original strain or to reisolated clones from the mean population of clones.
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Bassøe CF. Processing of staphylococcus aureus and zymosan particles by human leukocytes measured by flow cytometry. CYTOMETRY 1984; 5:86-91. [PMID: 6421552 DOI: 10.1002/cyto.990050113] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Staphylococcus aureus were labeled with fluorescein-isothiocyanate (FITC), stained by ethidium bromide (EB), and measured by flow cytometry (FCM). Bacteria were identified by their FITC-fluorescence and discriminated from the leukocyte cell nuclei by the much higher EB fluorescence and lower coefficient of variation of the latter. Following phagocytosis, both the bacterial FITC- and EB-fluorescence decayed. The mean FITC-fluorescence was reduced about 20% after 15 min and 30-50% after 60 min. Zymosan particles were labeled by FITC and incubated with leukocytes for 15 min. Phagocytes were sorted by FCM and the zymosan particles were liberated by sonication. Their forward angle light scatter was reduced by about 50.6 +/- 2.1% and the FITC-fluorescence by 8.7 +/- 1.0% (mean +/- SD). The reduced FITC-fluorescence and light scatter suggests degradation of proteins, and the decay of EB-fluorescence degradation of DNA, but the specificity remains to be established. By this method phagocytes from a patient with systemic lupus erythematosus seemed to have a selective defect in DNA degradation, whereas phagocytes from a patient with acute myelogenous leukemia had a low capacity to degrade bacterial proteins. This technique offers opportunities for automatic measurements of bacteria and zymosan particle degradation by phagocytes.
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Phillips AP, Martin KL. Immunofluorescence analysis of bacillus spores and vegetative cells by flow cytometry. CYTOMETRY 1983; 4:123-131. [PMID: 6414791 DOI: 10.1002/cyto.990040205] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
A commercially available flow cytometer (Cytofluorograf) was used for the immunofluorescence (IF) analysis of spores of Bacillus anthracis, Bacillus cereus, and Bacillus subtilis, using fluorescein-labelled antispore conjugates. The cytometer was modified to allow analysis of known numbers of bacteria. In attempting to identify the region of the cytometer fluorescence histogram associated with the presence of stained spores, evidence was produced for signal components due to antibody bound to extracellular antigens. Under some reaction conditions these components were large enough partially or completely to obscure the fluorescence distribution imputed to the spores. The results support the hypothesis that the fluorescence histogram for a bacterial suspension can be modified by subtracting the histogram of the cell-free centrifugation supernatant to provide a fluorescence distribution more representative of the bacteria themselves. Spore and vegetative forms of B. anthracis could be differentiated in the flow IF assay by comparing the peak and area (integral) values of the photomultiplier output. The 90 degrees scatter histograms of the stained spores and their cell-free supernatants were so alike in shape that it was not possible to ascribe a unique peak to the spores themselves. Overall, these results confirm the considerable potential of flow cytometry for the rapid and quantitative IF assay of bacterial populations.
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Van Dilla MA, Langlois RG, Pinkel D, Yajko D, Hadley WK. Bacterial characterization by flow cytometry. Science 1983; 220:620-2. [PMID: 6188215 DOI: 10.1126/science.6188215] [Citation(s) in RCA: 104] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Bacteria were analyzed in a dual-beam flow cytometer after double staining with the fluorescent dyes chromomycin A3 and Hoechst 33258, which bind preferentially to DNA that is rich in guanine-cytosine and adenine-thymine, respectively. The measurements were indicative of the cellular DNA content and base composition, cell concentration, and proliferative state of the population. The ratio of the chromomycin A3 signal to the Hoechst 33258 signal increased with the guanine-cytosine content of the cellular DNA for the six cultured species measured, following expectation. Bacteria in urine from patients with urinary tract infections were characterized without interference from host cell DNA, debris, or other particulates.
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Steen HB, Boye E, Skarstad K, Bloom B, Godal T, Mustafa S. Applications of flow cytometry on bacteria: cell cycle kinetics, drug effects, and quantitation of antibody binding. CYTOMETRY 1982; 2:249-57. [PMID: 7035105 DOI: 10.1002/cyto.990020409] [Citation(s) in RCA: 79] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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Abstract
The growth of Escherichia coli cells has been analyzed for the first time by dual-parameter flow cytophotometry, in which the deoxyribonucleic acid and protein contents of single bacteria have been measured simultaneously with an accuracy of a few percent and at a rate of 3,000 cells/s.
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Abstract
The feasibility of flow cytometry for measurements on bacteria has been demonstrated by measurements of DNA-associated fluorescence of Escherichia coli K-12 in various phases of cell growth. Bacteria were stained with a combination of ethidium bromide and mithramycin after fixation in 70% ethanol. Cultures grown to stationary phase accumulated in two peaks representing cells with two and four chromosomes. Qualitatively similar histograms were obtained with cells grown in the presence of chloramphenicol, whereas cells of the temperature sensitive strain E 177 (dnaA) ended up with only one chromosome per cell at the restrictive temperature. The fluorescence intensity of cells with one chromosome was about 10(3) times smaller than that of human diploid cells. Instrumental resolution at this level of intensity was CV = 5%, whereas peak widths corresponded to CV = 7-8%. Dyes bound to RNA did not appear to contribute significantly to the fluorescence.
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Hutter KJ, Oldiges H. Alterations of proliferating microorganisms by flow cytometric measurements after heavy metal intoxication. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 1980; 4:57-76. [PMID: 6155249 DOI: 10.1016/0147-6513(80)90008-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
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46
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Fazel-Madilessi J, Bailey JE, McQuitty DN. Flow microfluorometry measurements of multicomponent cell composition during batch bacterial growth. Biotechnol Bioeng 1980. [DOI: 10.1002/bit.260220216] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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47
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Fazel-Madjlessi J, Bailey JE. Analysis of fermentation processes using flow microflourometry: Single-parameter observations of batch bacterial growth. Biotechnol Bioeng 1979. [DOI: 10.1002/bit.260211108] [Citation(s) in RCA: 20] [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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48
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Cell composition studies in batch microbial reactors: Biphasic growth of Bacillus subtilis. Enzyme Microb Technol 1979. [DOI: 10.1016/0141-0229(79)90051-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Paau AS, Cowles JR, Oro J, Bartel A, Hungerford E. Separation of algal mixtures and bacterial mixtures with flow-microfluorometer using chlorophyll and ethidium bromide fluorescence. Arch Microbiol 1979; 120:271-3. [PMID: 109060 DOI: 10.1007/bf00423075] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The applicability of flow-microfluorometer to separate microbial cells was demonstrated with algal and bacterial cells. Algal mixtures were sorted according to the natural chlorophyll fluorescence and the bacterial mixtures were sorted according to the fluorescence of ethidium bromide-stained nucleic acid.
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