Orginal Article |
|
|
|
|
Development, Application and Prospection of Flow Cytometry |
Hang Hai-ying1,Liu Chun-chun2,Ren Dan-dan1,** |
1 Key Laboratory for Protein and Peptide Pharmaceuticals, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China 2 Core Facility for Protein Research Technology, Tsinghua University, Beijing 100084, China |
|
|
Abstract Flow cytometry, which measures cells,particles or aggregates in flow, is able to provide a large number of single-cell measurements with statistical significance within a short time. After more than 70 years of development, it has become an indispensable technology in many fields including biology, medicine and environmental surveillance. This technology was put forward in the 1940s and formed in the 1970s. In the following 4 decades, the detection performance, multi-parameter measurement ability and sorting ability have been significantly improved. Especially its application fields have expanded rapidly from bacteria measurement, environmental microorganism detection, conventional cell function detection to the diagnosis and monitoring of many clinical diseases, and up to the cutting-edge fields of cancer immune mechanism research, immunotherapy and biopharmaceuticals discovery. At present, a series of new technologies and new types of corresponding flow cytometers have been developed. Although their working principles are different more or less from the traditional method, the concept of obtaining large-scale single cell multi-parameter measurements has never changed. Currently the field of flow cytometry is on the edge of a major development and revolution.
|
Received: 24 August 2019
Published: 20 September 2019
|
|
Corresponding Authors:
Dan-dan Ren
|
|
|
[1] |
Gucker F T Jr, O’Konski C T, Pickard H B , et al. A photoelectronic counter for colloidal particles. J Am Chem SOC, 1947,69:2422-2431.
|
|
|
[2] |
Kamentsky L A, Melamed M R, Derman H . Spectrophotometer, new instrument for ultrarapid cell analysis. Science, 1965,150(3696):630-631.
|
|
|
[3] |
Van Dilla M A, Trujillo T T, Mullaney P F , et al. Cell microfluorometry: a method for rapid fluorescence measurement. Science, 1969,163(3872):1213-1214.
|
|
|
[4] |
Dittrich W, Gohde W . Impulsfluoromerrie bei einzelzellen in suspensionen. Z Naturforsch, 1969,24b:360-361.
|
|
|
[5] |
Howard M S . Practical flow cytometry. 4th ed,Hoboken: John Wiley & Sons,Inc., 2003.
|
|
|
[6] |
Fulwyler M J . Electronic separation of biological cells by volume. Science, 1965,150(3698):910-911.
|
|
|
[7] |
Hulett H R, Bonner W A, Barrett J , et al. Cell sorting: automated separation of Mammalian cells as a function of intracellular fluorescence. Science, 1969,166(3906):747-749.
|
|
|
[8] |
Bonner W A, Hulett H R, Sweet R G , et al. Fluorescence activated cell sorting. Rev Sci Instrum, 1972,43(3):404-409.
|
|
|
[9] |
Herzenberg L A, Sweet R G, Herzenberg L A . Fluorescence activated cell sorting. Scientific American, 1976,237(3):108-117.
|
|
|
[10] |
Shrirao A B, Fritz Z, Novik E M , et al. Microfluidic flow cytometry: The role of microfabrication methodologies, performance and functional specificiation. Technology, 2018,6(1):1-23.
|
|
|
[11] |
Gray J W, Lucas J, Peters D , et al. Flow karyotyping and sorting of human chromosomes. Cold Spring Harb Symp Quant Biol, 1986,51(1):141-149.
|
|
|
[12] |
Ibrahim S F, van den Engh G . High-speed cell sorting: fundamentals and recent advances. Curr Opin Biotechnol, 2003,14(1):5-12.
|
|
|
[13] |
Bol S, van den EnghG, Visser J . A technique for staining haemopoietic colonies in agar cultures. Exp Hematol, 1977,5(6):551-553.
|
|
|
[14] |
Van den Engh G, Visser J . Light scattering properties of pluripotent and committed haemopoietic stem cells. Acta Haematol, 1979,62(5-6):289-298.
|
|
|
[15] |
Bol S ,Visser J,van den Engh G. The physical separation of three subpopulations of granulocyte/macrophage progenitor cells from mouse bone marrow. Exp Hematol, 1979,7(10):541-553.
|
|
|
[16] |
Bendall S C, Simonds E F, Qiu P , et al. Single-cell mass cytometry of differential immune and drug responses across a human hematopoietic continuum. Science, 2011,332(6030):687-696.
doi: 10.1126/science.1198704
|
|
|
[17] |
Furlong E E, Profitt D, Scott M P . Automated sorting of live transgenic embryos. Nat Biotechnol, 2001,19(2):153-156.
|
|
|
[18] |
Van Dongen J J M, Lhermitte L, B?ttcher S , et al. EuroFlow antibody panels for standardized n-dimensional flow cytometric immunophenotyping of normal reactive and malignant leukocytes. Leukemia, 2012,26:1908-1975.
|
|
|
[19] |
Finak G, Langweiler M, Jaimes M , et al. Standardizing flow cytometry immunophenotyping analysis from the Human ImmunoPhenotyping Consortium. Sci Rep, 2016,6:20686.
|
|
|
[20] |
Hasan M, Beitz B, Rouilly V , et al. Semiautomated and standardized cytometric procedures for multi-panel and multi-parametric whole blood immunophenotyping. Clin Immunol, 2015,157(2):261-276 .
|
|
|
[21] |
Darzynkiewicz Z ,Huang X. Analysis of cellular DNA content by flow cytometry. Curr Protoc Immunol, 2004, Chapter 5: Unit 5 . 7, doi: 10.1002/0471142735.im0507s60.
doi: 10.1002/0471142735.im0507s60
|
|
|
[22] |
Hang H, Fox M H . Analysis of the mammalian cell cycle by flow cytometry. Methods Mol Biol, 2004,241:23-35.
|
|
|
[23] |
Bailey J E, Fazel-Makilessi J ,McQuitty D N, et al. Characterization of bacterial growth by means of flow microfluorometry. Science, 1977,198(4322):1175-1176.
|
|
|
[24] |
Paau A S, Cowles J R, Oro J . Flow-microfluorometric analysis of Escherichia coli, Rhizobium meliloti, and Rhizobium japonicum at different stages of the growth cycle. Can J Microbiol, 1977,23(9):1165-1169.
|
|
|
[25] |
Martin G W. Flow cytometry in microbiology:technology and applications, Norfolk: Caister Academic Press, 2015.
|
|
|
[26] |
Petersen T W, Brent Harrison C, Horner D N , et al. Flow cytometric characterization of marine microbes. Methods. 2012,57(3):350-358.
|
|
|
[27] |
刘春春, 赵云, 杭海英 . 流式细胞术揭示出枯草芽孢杆菌多态异质性. 生物化学与生物物理进展, 2014,41(4):393-402.
|
|
|
[27] |
Liu C C, Zhao Y, Hang H Y . Multiple states of bacillus subtillis revealed by flow cytometry. Prog Biochem Biophys, 2014,41(4):393-402.
|
|
|
[28] |
Sartory D P . Heterotrophic plate count monitoring of treated drinking water in the UK: a useful operational tool. Int J Food Microbiol, 2004,92(3):297-301.
|
|
|
[29] |
WHO, 2003a. Expert consensus. //Bartram J, Cotruvo J A, Exner M , et al. Heterotrophic Plate Counts and Drinking-water Safety -the Significance of HPCs for Water Quality and Human Health.London: IWA Publishing on behalf of the World Health Organisation, 2003: 1-11.
|
|
|
[30] |
Keller M, Zengler K . Tapping into microbial diversity. Nat Rev Microbiol, 2004,2(2):141-150.
|
|
|
[31] |
Michael M J . Where are we with monoclonal antibodies for multidrug-resistant infections? Drug Discovery Today, 2019,24(5):1132-1138.
|
|
|
[32] |
Gill S, Catchpole R, Forterre P . Extracellular membrane vesicles in the three domains of life and beyond. FEMS Microbiol Rev. 2019,43(3):273-303.
|
|
|
[33] |
Maas S L N, Breakefield X O, Weaver A M . Extracellular vesicles: unique intercellular delivery vehicle. Trends Cell Biol, 2017,27(3):172-188.
|
|
|
[34] |
Zhao M, Nanbo A, Sun L, et al. Extracellular vesicles in epstein-barr Virus’ life cycle and pathogenesis.Microorganisms , 2019,7(2),pii: E48.
|
|
|
[35] |
Todorova D, Simoncini S, Lacroix R , et al. Extracellular vesicles in angiogenesis. Circ Res, 2017,120(10):1658-1673.
|
|
|
[36] |
Zhang Y, Kim M S, Jia B , et al. Hypothalamic stem cells control ageing speed partly through exosomal miRNAs. Nature, 2017,548(7665):52-57.
|
|
|
[37] |
Shi M, Sheng L, Stewart T , et al. New windows into the brain, central nervous system-derived extracellular vesicles in blood. Prog Neurobiol, 2019,175:96-106.
|
|
|
[38] |
Bebelman M P, Smit M J, Pegte D M , et al. Biogenesis and function of extracellular vesicles in cancer. Pharmacol Ther, 2018,188:1-11.
|
|
|
[39] |
Nolan J P, Duggan E. Analysis of individual extracellular vesicles by flow cytometry. // Hawley T, Hawley R. Flow cytometry protocols. 4th edition. Methods in Molecular Biology, Vol 1678, New York: Humana Press, 2018: 79-92.
|
|
|
[40] |
Chandler W L . Measurement of microvesicle levels in human blood using flow cytometry. Cytometry B Clin Cytom, 2016,90(4):326-336.
|
|
|
[41] |
Lian H, He S, Chen C , et al. Flow cytometric analysis of nanoscale biological particles and organelles. Annu Rev Anal Chem (PaloAlto Calif), 2019,12(1):389-409.
|
|
|
[42] |
Van der Pol E, Hoekstra AG, Sturk A , et al. Optical and nonoptical methods for detection and characterization of microparticles and exosomes. J Thromb Haemost, 2010,8:2596-2607.
|
|
|
[43] |
Krishnan V V, Selvan S R, Parameswaran N , et al. Proteomic profiles by multiplex microsphere suspension array. J Immunol Methods, 2018,461:1-14.
|
|
|
[44] |
Juncker D, Bergeron S, Laforte V , et al. Cross-reactivity in antibody microarrays and multiplexed sandwich assays, shedding light on the dark side of multiplexing. Curr Opin Chem Biol, 2014,18:29-37.
|
|
|
[45] |
Nettey L, Giles A J, Chattopadhyay P K . OMIP-050: A 28-color/30-parameter fluorescence flow cytometry panel to enumerate and characterize cells expressing a wide array of immune checkpoint molecules. Cytometry Part A, 2018,93A:1094-1096.
|
|
|
[46] |
Lo K, Brinkman R R, Gottardo R . Automated gating of flow cytometry data via robust model-based clustering. Cytometry Part A, 2008,73A:321-332.
|
|
|
[47] |
Bendall S C, Nolan G P, Roederer M , et al. A deep profiler’s guide to cytometry. Trends Immunol, 2012,33(7):323-332.
doi: 10.1016/j.it.2012.02.010
|
|
|
[48] |
Rahim A, Meskas J, Drissler S , et al.High throughput automated analysis of big flow cytometry data. Methods, 2018, 134-135:164-176.
|
|
|
[49] |
O’Neill K, Aghaeepour N, Spidlen J , et al. Flow cytometry bioinformatics. PLoS Comput Biol, 2013,9(12):e1003365.
|
|
|
[50] |
Verschoor C P, Lelic A, Bramson J L , et al. An introduction to automated flow cytometry gating tools and their implementation. Front Immunol, 2015,6:380. doi: 10.3389/fimmu.2015.00380.
doi: 10.3389/fimmu.2015.00380
|
|
|
[51] |
Montante S, Brinkman R R . Flow cytometry data analysis: Recent tools and algorithms. Int J Lab Hematol, 2019,41(Suppl. 1):56-62.
|
|
|
[52] |
Bagwell C B. High-dimensional modeling for cytometry:building rock solid models using gemStoneTM and verity cen-se’TM high-definition t-SNE mapping. // Hawley T, Hawley R. Flow cytometry protocols. 4th edition. Methods in Molecular Biology, Vol 1678, New York, NY: Humana Press, 2018: 11-36.
|
|
|
[53] |
Saeys Y, Van Gassen S, Lambrecht B N . Computational flow cytometry: helping to make sense of high-dimensional immunology data. Nat Rev Immunol, 2016,16(7):449-462.
|
|
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|