1
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Tomris I, van der Woude R, de Paiva Froes Rocha R, Torrents de la Peña A, Ward AB, de Vries RP. Viral envelope proteins fused to multiple distinct fluorescent reporters to probe receptor binding. Protein Sci 2024; 33:e4974. [PMID: 38533540 DOI: 10.1002/pro.4974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 03/04/2024] [Accepted: 03/13/2024] [Indexed: 03/28/2024]
Abstract
Enveloped viruses carry one or multiple proteins with receptor-binding functionalities. Functional receptors can be glycans, proteinaceous, or both; therefore, recombinant protein approaches are instrumental in attaining new insights regarding viral envelope protein receptor-binding properties. Visualizing and measuring receptor binding typically entails antibody detection or direct labeling, whereas direct fluorescent fusions are attractive tools in molecular biology. Here, we report a suite of distinct fluorescent fusions, both N- and C-terminal, for influenza A virus hemagglutinins and SARS-CoV-2 spike RBD. The proteins contained three or six fluorescent protein barrels and were applied directly to cells to assess receptor binding properties.
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Affiliation(s)
- Ilhan Tomris
- Department of Chemical Biology & Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, The Netherlands
| | - Roosmarijn van der Woude
- Department of Chemical Biology & Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, The Netherlands
| | - Rebeca de Paiva Froes Rocha
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA
| | - Alba Torrents de la Peña
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA
| | - Andrew B Ward
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California, USA
| | - Robert P de Vries
- Department of Chemical Biology & Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, The Netherlands
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2
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Brooks HL, de Castro Brás LE, Brunt KR, Sylvester MA, Parvatiyar MS, Sirish P, Bansal SS, Sule R, Eadie AL, Knepper MA, Fenton RA, Lindsey ML, DeLeon-Pennell KY, Gomes AV. Guidelines on antibody use in physiology research. Am J Physiol Renal Physiol 2024; 326:F511-F533. [PMID: 38234298 PMCID: PMC11208033 DOI: 10.1152/ajprenal.00347.2023] [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: 10/30/2023] [Revised: 01/08/2024] [Accepted: 01/08/2024] [Indexed: 01/19/2024] Open
Abstract
Antibodies are one of the most used reagents in scientific laboratories and are critical components for a multitude of experiments in physiology research. Over the past decade, concerns about many biological methods, including those that use antibodies, have arisen as several laboratories were unable to reproduce the scientific data obtained in other laboratories. The lack of reproducibility could be largely attributed to inadequate reporting of detailed methods, no or limited verification by authors, and the production and use of unvalidated antibodies. The goal of this guideline article is to review best practices concerning commonly used techniques involving antibodies, including immunoblotting, immunohistochemistry, and flow cytometry. Awareness and integration of best practices will increase the rigor and reproducibility of these techniques and elevate the quality of physiology research.
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Affiliation(s)
- Heddwen L Brooks
- Department of Physiology, Tulane University School of Medicine, New Orleans, Louisiana, United States
| | | | - Keith R Brunt
- Department of Pharmacology, Faculty of Medicine, Dalhousie University, Saint John, New Brunswick, Canada
| | - Megan A Sylvester
- Department of Physiology, College of Medicine, University of Arizona, Tucson, Arizona, United States
| | - Michelle S Parvatiyar
- Department of Nutrition and Integrative Physiology, Florida State University, Tallahassee, Florida, United States
| | - Padmini Sirish
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of California, Davis, California, United States
| | - Shyam S Bansal
- Department of Cellular and Molecular Physiology, Heart and Vascular Institute, Pennsylvania State University Hershey Medical Center, Hershey, Pennsylvania, United States
| | - Rasheed Sule
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, California, United States
| | - Ashley L Eadie
- Department of Pharmacology, Faculty of Medicine, Dalhousie University, Saint John, New Brunswick, Canada
| | - Mark A Knepper
- Epithelial Systems Biology Laboratory, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland, United States
| | - Robert A Fenton
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Merry L Lindsey
- School of Graduate Studies, Meharry Medical College, Nashville, Tennessee, United States
- Research Service, Nashville Veterans Affairs Medical Center, Nashville, Tennessee, United States
| | - Kristine Y DeLeon-Pennell
- Division of Cardiology, Department of Medicine, School of Medicine, Medical University of South Carolina, Charleston, South Carolina, United States
- Research Service, Ralph H Johnson Veterans Affairs Medical Center, Charleston, South Carolina, United States
| | - Aldrin V Gomes
- Department of Neurobiology, Physiology and Behavior, University of California, Davis, California, United States
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3
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Sidiropoulos DN, Ho WJ, Jaffee EM, Kagohara LT, Fertig EJ. Systems immunology spanning tumors, lymph nodes, and periphery. CELL REPORTS METHODS 2023; 3:100670. [PMID: 38086385 PMCID: PMC10753389 DOI: 10.1016/j.crmeth.2023.100670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 10/20/2023] [Accepted: 11/17/2023] [Indexed: 12/21/2023]
Abstract
The immune system defines a complex network of tissues and cell types that orchestrate responses across the body in a dynamic manner. The local and systemic interactions between immune and cancer cells contribute to disease progression. Lymphocytes are activated in lymph nodes, traffic through the periphery, and impact cancer progression through their interactions with tumor cells. As a result, therapeutic response and resistance are mediated across tissues, and a comprehensive understanding of lymphocyte dynamics requires a systems-level approach. In this review, we highlight experimental and computational methods that can leverage the study of leukocyte trafficking through an immunomics lens and reveal how adaptive immunity shapes cancer.
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Affiliation(s)
- Dimitrios N Sidiropoulos
- Johns Hopkins University School of Medicine, Baltimore, MD, USA; Johns Hopkins Convergence Institute, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA; Johns Hopkins Bloomberg Kimmel Institute for Immunotherapy, Johns Hopkins Medicine, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Won Jin Ho
- Johns Hopkins Convergence Institute, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA; Johns Hopkins Bloomberg Kimmel Institute for Immunotherapy, Johns Hopkins Medicine, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Elizabeth M Jaffee
- Johns Hopkins Convergence Institute, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA; Johns Hopkins Bloomberg Kimmel Institute for Immunotherapy, Johns Hopkins Medicine, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Luciane T Kagohara
- Johns Hopkins Convergence Institute, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA; Johns Hopkins Bloomberg Kimmel Institute for Immunotherapy, Johns Hopkins Medicine, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine, Baltimore, MD, USA.
| | - Elana J Fertig
- Johns Hopkins Convergence Institute, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA; Johns Hopkins Bloomberg Kimmel Institute for Immunotherapy, Johns Hopkins Medicine, Baltimore, MD, USA; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine, Baltimore, MD, USA; Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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4
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Marcos-Fernández R, Sánchez B, Ruiz L, Margolles A. Convergence of flow cytometry and bacteriology. Current and future applications: a focus on food and clinical microbiology. Crit Rev Microbiol 2023; 49:556-577. [PMID: 35749433 DOI: 10.1080/1040841x.2022.2086035] [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: 07/19/2021] [Revised: 05/12/2022] [Accepted: 05/31/2022] [Indexed: 11/03/2022]
Abstract
Since its development in the 1960s, flow cytometry (FCM) was quickly revealed a powerful tool to analyse cell populations in medical studies, yet, for many years, was almost exclusively used to analyse eukaryotic cells. Instrument and methodological limitations to distinguish genuine bacterial signals from the background, among other limitations, have hampered FCM applications in bacteriology. In recent years, thanks to the continuous development of FCM instruments and methods with a higher discriminatory capacity to detect low-size particles, FCM has emerged as an appealing technique to advance the study of microbes, with important applications in research, clinical and industrial settings. The capacity to rapidly enumerate and classify individual bacterial cells based on viability facilitates the monitoring of bacterial presence in foodstuffs or clinical samples, reducing the time needed to detect contamination or infectious processes. Besides, FCM has stood out as a valuable tool to advance the study of complex microbial communities, or microbiomes, that are very relevant in the context of human health, as well as to understand the interaction of bacterial and host cells. This review highlights current developments in, and future applications of, FCM in bacteriology, with a focus on those related to food and clinical microbiology.
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Affiliation(s)
- Raquel Marcos-Fernández
- Department of Microbiology and Biochemistry of Dairy Products, Dairy Research Institute of Asturias, Spanish National Research Council (IPLA-CSIC), Asturias, Spain
- Functionality and Ecology of Beneficial Microbes (MicroHealth) Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
| | - Borja Sánchez
- Department of Microbiology and Biochemistry of Dairy Products, Dairy Research Institute of Asturias, Spanish National Research Council (IPLA-CSIC), Asturias, Spain
- Functionality and Ecology of Beneficial Microbes (MicroHealth) Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
| | - Lorena Ruiz
- Department of Microbiology and Biochemistry of Dairy Products, Dairy Research Institute of Asturias, Spanish National Research Council (IPLA-CSIC), Asturias, Spain
- Functionality and Ecology of Beneficial Microbes (MicroHealth) Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
| | - Abelardo Margolles
- Department of Microbiology and Biochemistry of Dairy Products, Dairy Research Institute of Asturias, Spanish National Research Council (IPLA-CSIC), Asturias, Spain
- Functionality and Ecology of Beneficial Microbes (MicroHealth) Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Asturias, Spain
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5
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El-Hajjar L, Ali Ahmad F, Nasr R. A Guide to Flow Cytometry: Components, Basic Principles, Experimental Design, and Cancer Research Applications. Curr Protoc 2023; 3:e721. [PMID: 36946745 DOI: 10.1002/cpz1.721] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
Flow cytometry (FCM) is a state-of-the-art technique for the qualitative and quantitative assessment of cells and other particles' physical and biological properties. These cells are suspended within a high-velocity fluid stream and pass through a laser beam in single file. The main principle of the FCM instrument is the light scattering and fluorescence emission upon the interaction of the fluorescent particle with the laser beam. It also allows for the physical sorting of particles depending on different parameters. A flow cytometer comprises different components, including fluidic, optics, and electronics systems. This article briefly explains the mechanism of all components of a flow cytometer to clarify the FCM technique's general principles, provides some useful guidelines for the proper design of FCM panels, and highlights some general applications and important applications in cancer research. © 2023 Wiley Periodicals LLC.
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Affiliation(s)
- Layal El-Hajjar
- Office of Basic/Translational Research and Graduate Studies, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Fatima Ali Ahmad
- Office of Basic/Translational Research and Graduate Studies, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Rihab Nasr
- Office of Basic/Translational Research and Graduate Studies, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Department of Anatomy, Cell Biology, and Physiological Sciences, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
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6
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Wlodkowic D, Jansen M. High-throughput screening paradigms in ecotoxicity testing: Emerging prospects and ongoing challenges. CHEMOSPHERE 2022; 307:135929. [PMID: 35944679 DOI: 10.1016/j.chemosphere.2022.135929] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 06/09/2022] [Accepted: 07/31/2022] [Indexed: 06/15/2023]
Abstract
The rapidly increasing number of new production chemicals coupled with stringent implementation of global chemical management programs necessities a paradigm shift towards boarder uses of low-cost and high-throughput ecotoxicity testing strategies as well as deeper understanding of cellular and sub-cellular mechanisms of ecotoxicity that can be used in effective risk assessment. The latter will require automated acquisition of biological data, new capabilities for big data analysis as well as computational simulations capable of translating new data into in vivo relevance. However, very few efforts have been so far devoted into the development of automated bioanalytical systems in ecotoxicology. This is in stark contrast to standardized and high-throughput chemical screening and prioritization routines found in modern drug discovery pipelines. As a result, the high-throughput and high-content data acquisition in ecotoxicology is still in its infancy with limited examples focused on cell-free and cell-based assays. In this work we outline recent developments and emerging prospects of high-throughput bioanalytical approaches in ecotoxicology that reach beyond in vitro biotests. We discuss future importance of automated quantitative data acquisition for cell-free, cell-based as well as developments in phytotoxicity and in vivo biotests utilizing small aquatic model organisms. We also discuss recent innovations such as organs-on-a-chip technologies and existing challenges for emerging high-throughput ecotoxicity testing strategies. Lastly, we provide seminal examples of the small number of successful high-throughput implementations that have been employed in prioritization of chemicals and accelerated environmental risk assessment.
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Affiliation(s)
- Donald Wlodkowic
- The Neurotox Lab, School of Science, RMIT University, Melbourne, VIC, 3083, Australia.
| | - Marcus Jansen
- LemnaTec GmbH, Nerscheider Weg 170, 52076, Aachen, Germany
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7
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Ultrasensitive monitoring of SARS-CoV-2-specific antibody responses based on a digital approach reveals one week of IgG seroconversion. Biosens Bioelectron 2022; 217:114710. [PMID: 36174360 PMCID: PMC9476360 DOI: 10.1016/j.bios.2022.114710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/11/2022] [Accepted: 09/06/2022] [Indexed: 12/04/2022]
Abstract
COVID-19 is still unfolding, while many people have been vaccinated. In comparison to nucleic acid testing (NAT), antibody-based immunoassays are faster and more convenient. However, its application has been hampered by its lower sensitivity and the existing fact that by traditional immunoassays, the measurable seroconversion time of pathogen-specific antibodies, such as IgM or IgG, lags far behind that of nucleic acids. Herein, by combining the single molecule array platform (Simoa), RBD, and a previously identified SARS-CoV-2 S2 protein derivatized 12-aa peptide (S2-78), we developed and optimized an ultrasensitive assay (UIM-COVID-19 assay). Sera collected from three sources were tested, i.e., convalescents, inactivated virus vaccine-immunized donors and wild-type authentic SARS-CoV-2-infected rhesus monkeys. The sensitivities of UIM-COVID-19 assays are 100–10,000 times higher than those of conventional flow cytometry, which is a relatively sensitive detection method at present. For the established UIM-COVID-19 assay using RBD as a probe, the IgG and IgM seroconversion times after vaccination were 7.5 and 8.6 days vs. 21.4 and 24 days for the flow cytometry assay, respectively. In addition, using S2-78 as a probe, the UIM-COVID-19 assay could differentiate COVID-19 patients (convalescents) from healthy people and patients with other diseases, with AUCs ranging from 0.85–0.95. In summary, the UIM-COVID-19 we developed here is a promising ultrasensitive biodetection strategy that has the potential to be applied for both immunological studies and diagnostics.
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8
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Xiao Z, Darwish GH, Susumu K, Medintz IL, Algar WR. Prototype Smartphone-Based Device for Flow Cytometry with Immunolabeling via Supra-nanoparticle Assemblies of Quantum Dots. ACS MEASUREMENT SCIENCE AU 2022; 2:57-66. [PMID: 36785592 PMCID: PMC9838726 DOI: 10.1021/acsmeasuresciau.1c00033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Methods for the detection, enumeration, and typing of cells are important in many areas of research and healthcare. In this context, flow cytometers are a widely used research and clinical tool but are also an example of a large and expensive instrument that is limited to specialized laboratories. Smartphones have been shown to have excellent potential to serve as portable and lower-cost platforms for analyses that would normally be done in a laboratory. Here, we developed a prototype smartphone-based flow cytometer (FC). This compact 3D-printed device incorporated a laser diode and a microfluidic flow cell and used the built-in camera of a smartphone to track immunofluorescently labeled cells in suspension and measure their color. This capability was enabled by high-brightness supra-nanoparticle assemblies of colloidal semiconductor quantum dots (SiO2@QDs) as well as a support vector machine (SVM) classification algorithm. The smartphone-based FC device detected and enumerated target cells against a background of other cells, simultaneously and selectively counted two different cell types in a mixture, and used multiple colors of SiO2@QD-antibody conjugates to screen for and identify a particular cell type. The potential limits of multicolor detection are discussed alongside ideas for further development. Our results suggest that innovations in materials and engineering should enable eventual smartphone-based FC assays for clinical applications.
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Affiliation(s)
- Zhujun Xiao
- Department
of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada
| | - Ghinwa H. Darwish
- Department
of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada
| | - Kimihiro Susumu
- Jacobs
Corporation, Hanover, Maryland 21076, United
States
- Optical
Sciences Division, Code 5600, U.S. Naval
Research Laboratory, Washington, D.C. 20375, United States
| | - Igor L. Medintz
- Center
for Bio/Molecular Science and Engineering, Code 6900, U.S. Naval Research Laboratory, Washington, D.C. 20375, United States
| | - W. Russ Algar
- Department
of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, British Columbia V6T 1Z1, Canada
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Vieira DSC, Wopereis S, Walter LO, de Oliveira Silva L, Ribeiro AAB, Wilkens RS, Fernandes BL, Reis ML, Golfetto L, Santos-Silva MC. Analysis of Ki-67 expression in women with breast cancer: Comparative evaluation of two different methodologies by immunophenotyping. Pathol Res Pract 2021; 230:153750. [PMID: 34971844 DOI: 10.1016/j.prp.2021.153750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 12/17/2021] [Accepted: 12/21/2021] [Indexed: 10/19/2022]
Abstract
The Ki-67 antigen is a nuclear protein with proven prognostic value in different neoplasms and recognizes the predictive value in breast cancer (BC). No consensus exists on the ideal cutoff point. In this study, Ki-67 expression was evaluated in samples of BC by flow cytometry (FC) and compared with immunohistochemical (IHC) examination. For this, the BC tissue samples were sectioned, macerated, filtered, and marked with anti-Ki-67 FITC and anti-CD45 V500 antibodies. We selected the neoplastic cells according to CD45 expression and size and internal complexity (FSC × SSC) using the Infinicity 1.7 software. Lymphocytes were negative control. We compared the results with IHC analyses carried out in parallel and independently. The expression of Ki-67 was evaluated in both methodologies through Bland-Altman analysis. Among the 44 samples analyzed, only three showed bias higher than the established confidence interval (mean bias 2.1%, p = 0.62), with no significant difference for the perfect mean bias (0%). Therefore, one can state that FC provides results equivalent to IHC analysis and possibly analyzes more cells simultaneously. The results obtained in this study show the absence of observational bias through software analysis in a larger number of tumor cell populations. We can conclude that FC may be a promising alternative method for investigating Ki-67 in solid tumours.
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Affiliation(s)
- Daniella Serafin Couto Vieira
- Experimental Oncology and Hemopathies Laboratory, Postgraduate Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, Brazil; University Hospital Polydoro Ernani de São Thiago, Federal University of Santa Catarina, Florianópolis, Brazil; Federal University of Santa Catarina, Department of Pathology, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Sandro Wopereis
- University Hospital Polydoro Ernani de São Thiago, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Laura Otto Walter
- Experimental Oncology and Hemopathies Laboratory, Postgraduate Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Lisandra de Oliveira Silva
- Experimental Oncology and Hemopathies Laboratory, Postgraduate Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Amanda Abdalla Biasi Ribeiro
- Experimental Oncology and Hemopathies Laboratory, Postgraduate Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Renato Salerno Wilkens
- University Hospital Polydoro Ernani de São Thiago, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Bráulio Leal Fernandes
- University Hospital Polydoro Ernani de São Thiago, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Manoela Lira Reis
- University Hospital Polydoro Ernani de São Thiago, Federal University of Santa Catarina, Florianópolis, Brazil; Federal University of Santa Catarina, Department of Pathology, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Lisléia Golfetto
- University Hospital Polydoro Ernani de São Thiago, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Maria Cláudia Santos-Silva
- Experimental Oncology and Hemopathies Laboratory, Postgraduate Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, Brazil.
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Wopereis S, Walter LO, Vieira DSC, Ribeiro AAB, Fernandes BL, Wilkens RS, Santos-Silva MC. Evaluation of ER, PR and HER2 markers by flow cytometry for breast cancer diagnosis and prognosis. Clin Chim Acta 2021; 523:504-512. [PMID: 34762935 DOI: 10.1016/j.cca.2021.11.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 09/03/2021] [Accepted: 11/03/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND AIMS Laboratory diagnosis of breast cancer (BC) is done by morphological analysis and immunohistochemistry (IHC). However, this methodology still has some limitations. The aim of this study is to validate flow cytometry (FC) immunophenotyping to investigate diagnostic and prognostic markers of BC. METHODS Tumor samples from surgical specimens of patients previously diagnosed with BC, were first sliced and then macerated together with PBS. Then, sample was filtered and the single cell suspension obtained was labeled with antibodies against estrogen (ERα), progesterone (PR) and HER2 receptors and CD45. The results were compared, in terms of sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV), with reference methods. RESULTS Results obtained comparing FC with reference methods were: ERα detection (sensitivity: 75%; specificity: 90%; PPV: 96.7%; NPV: 47.4%); PR detection (sensitivity: 72%; specificity: 70%; PPV: 79.3%; NPV: 60.8%); HER2 detection (sensitivity: 80%; specificity: 90.2%; PPV: 66.7%; NPV: 94.9%). CONCLUSION The results obtained show the capacity of this methodology on BC markers differentiation. FC, together with morphological analysis and IHC can overcome individual limitations of each methodology and provide reliable results on a faster and efficient manner, resulting in improvements on BC diagnosis and prognosis.
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Affiliation(s)
- Sandro Wopereis
- Laboratory of Experimental Oncology and Hemopathies, Post-Graduation Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, SC 88040-900, Brazil; Polydoro Ernani de São Thiago University Hospital, Federal University of Santa Catarina, Florianópolis, SC 88036-800, Brazil
| | - Laura Otto Walter
- Laboratory of Experimental Oncology and Hemopathies, Post-Graduation Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, SC 88040-900, Brazil
| | - Daniella Serafin Couto Vieira
- Laboratory of Experimental Oncology and Hemopathies, Post-Graduation Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, SC 88040-900, Brazil; Polydoro Ernani de São Thiago University Hospital, Federal University of Santa Catarina, Florianópolis, SC 88036-800, Brazil
| | - Amanda Abdalla Biasi Ribeiro
- Laboratory of Experimental Oncology and Hemopathies, Post-Graduation Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, SC 88040-900, Brazil
| | - Bráulio Leal Fernandes
- Polydoro Ernani de São Thiago University Hospital, Federal University of Santa Catarina, Florianópolis, SC 88036-800, Brazil
| | - Renato Salerno Wilkens
- Polydoro Ernani de São Thiago University Hospital, Federal University of Santa Catarina, Florianópolis, SC 88036-800, Brazil
| | - Maria Cláudia Santos-Silva
- Laboratory of Experimental Oncology and Hemopathies, Post-Graduation Program in Pharmacy, Health Sciences Center, Federal University of Santa Catarina, Florianópolis, SC 88040-900, Brazil.
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11
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Wlodkowic D, Czerw A, Karakiewicz B, Deptała A. Recent progress in cytometric technologies and their applications in ecotoxicology and environmental risk assessment. Cytometry A 2021; 101:203-219. [PMID: 34652065 DOI: 10.1002/cyto.a.24508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 09/20/2021] [Accepted: 09/30/2021] [Indexed: 12/14/2022]
Abstract
Environmental toxicology focuses on identifying and predicting impact of potentially toxic anthropogenic chemicals on biosphere at various levels of biological organization. Presently there is a significant drive to gain deeper understanding of cellular and sub-cellular mechanisms of ecotoxicity. Most notable is increased focus on elucidation of cellular-response networks, interactomes, and greater implementation of cell-based biotests using high-throughput procedures, while at the same time decreasing the reliance on standard animal models used in ecotoxicity testing. This is aimed at discovery and interpretation of molecular pathways of ecotoxicity at large scale. In this regard, the applications of cytometry are perhaps one of the most fundamental prospective analytical tools for the next generation and high-throughput ecotoxicology research. The diversity of this modern technology spans flow, laser-scanning, imaging, and more recently, Raman as well as mass cytometry. The cornerstone advantages of cytometry include the possibility of multi-parameter measurements, gating and rapid analysis. Cytometry overcomes, thus, limitations of traditional bulk techniques such as spectrophotometry or gel-based techniques that average the results from pooled cell populations or small model organisms. Novel technologies such as cell imaging in flow, laser scanning cytometry, as well as mass cytometry provide innovative and tremendously powerful capabilities to analyze cells, tissues as well as to perform in situ analysis of small model organisms. In this review, we outline cytometry as a tremendously diverse field that is still vastly underutilized and often largely unknown in environmental sciences. The main motivation of this work is to highlight the potential and wide-reaching applications of cytometry in ecotoxicology, guide environmental scientists in the technological aspects as well as popularize its broader adoption in environmental risk assessment.
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Affiliation(s)
- Donald Wlodkowic
- The Neurotox Lab, School of Science, RMIT University, Melbourne, Victoria, Australia
| | - Aleksandra Czerw
- Department of Health Economics and Medical Law, Faculty of Health Sciences, Medical University of Warsaw, Warsaw, Poland
| | - Beata Karakiewicz
- Subdepartment of Social Medicine and Public Health, Department of Social Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Deptała
- Department of Cancer Prevention. Faculty of Health Sciences, Medical University of Warsaw, Warsaw, Poland
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12
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DePriest BP, Vieira N, Bidgoli A, Paczesny S. An overview of multiplexed analyses of CAR T-cell therapies: insights and potential. Expert Rev Proteomics 2021; 18:767-780. [PMID: 34628995 PMCID: PMC8626704 DOI: 10.1080/14789450.2021.1992276] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
INTRODUCTION Cancer immunotherapy is a rapidly growing field with exponential advancement in engineered immune cell-based therapies. For instance, an engineered chimeric antigen receptor (CAR) can be introduced in T-cells or other immune cells and adoptively transferred to target and kill cancer cells in hematologic malignancies or solid tumors. The first CAR-T-cell (CAR-T) therapy has been developed against CD19, a B-cell marker expressed on lymphoma and lymphoblastic leukemia. To allow for personalized treatment, proteomics approaches could provide insights into biomarkers for CAR-T therapy efficacy and toxicity. AREAS COVERED We researched the most recent technology methods of biomarker evaluation used in the laboratory and clinical setting. Publications of CAR-T biomarkers were then systematically reviewed to provide a narrative of the most validated biomarkers of CAR-T efficacy and toxicity. Examples of biomarkers include CAR-T functionality and phenotype as well as interleukin-6 and other cytokines. EXPERT COMMENTARY Biomarkers of CAR-T efficacy and toxicity have been identified, but still need to be validated and standardized across institutions. Moreover, few are used in the clinical setting due to limitations in real-time technology. Expansion of biomarker research could provide better understanding of patient response and risk of life-threatening side effects with potential for improved precision medicine.
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Affiliation(s)
- Brittany Paige DePriest
- Department of Microbiology and Immunology and Pediatrics, Medical University of South Carolina, Charleston, SC, USA
| | - Noah Vieira
- Department of Microbiology and Immunology and Pediatrics, Medical University of South Carolina, Charleston, SC, USA
| | - Alan Bidgoli
- Department of Microbiology and Immunology and Pediatrics, Medical University of South Carolina, Charleston, SC, USA
| | - Sophie Paczesny
- Department of Microbiology and Immunology and Pediatrics, Medical University of South Carolina, Charleston, SC, USA
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Abstract
Cell cycle involves a series of changes that lead to cell growth and division. Cell cycle analysis is crucial to understand cellular responses to changing environmental conditions. Since its inception, flow cytometry has been particularly useful for cell cycle analysis at single cell level due to its speed and precision. Previously, flow cytometric cell cycle analysis relied solely on the measurement of cellular DNA content. Later, methods were developed for multiparametric analysis. This review explains the journey of flow cytometry to understand different molecular and cellular events underlying cell cycle using various protocols. Recent advances in the field that overcome the shortcomings of traditional flow cytometry and expand its scope for cell cycle studies are also discussed.
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14
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Aanei CM, Veyrat-Masson R, Rigollet L, Stagnara J, Tavernier Tardy E, Daguenet E, Guyotat D, Campos Catafal L. Advanced Flow Cytometry Analysis Algorithms for Optimizing the Detection of "Different From Normal" Immunophenotypes in Acute Myeloid Blasts. Front Cell Dev Biol 2021; 9:735518. [PMID: 34650981 PMCID: PMC8506133 DOI: 10.3389/fcell.2021.735518] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 08/30/2021] [Indexed: 11/17/2022] Open
Abstract
Acute myeloid leukemias (AMLs) are a group of hematologic malignancies that are heterogeneous in their molecular and immunophenotypic profiles. Identification of the immunophenotypic differences between AML blasts and normal myeloid hematopoietic precursors (myHPCs) is a prerequisite to achieving better performance in AML measurable residual disease follow-ups. In the present study, we applied high-dimensional analysis algorithms provided by the Infinicyt 2.0 and Cytobank software to evaluate the efficacy of antibody combinations of the EuroFlow AML/myelodysplastic syndrome panel to distinguish AML blasts with recurrent genetic abnormalities (n = 39 AML samples) from normal CD45low CD117+ myHPCs (n = 23 normal bone marrow samples). Two types of scores were established to evaluate the abilities of the various methods to identify the most useful parameters/markers for distinguishing between AML blasts and normal myHPCs, as well as to distinguish between different AML groups. The Infinicyt Compass database-guided analysis was found to be a more user-friendly tool than other analysis methods implemented in the Cytobank software. According to the developed scoring systems, the principal component analysis based algorithms resulted in better discrimination between AML blasts and myHPCs, as well as between blasts from different AML groups. The most informative markers for the discrimination between myHPCs and AML blasts were CD34, CD36, human leukocyte antigen-DR (HLA-DR), CD13, CD105, CD71, and SSC, which were highly rated by all evaluated analysis algorithms. The HLA-DR, CD34, CD13, CD64, CD33, CD117, CD71, CD36, CD11b, SSC, and FSC were found to be useful for the distinction between blasts from different AML groups associated with recurrent genetic abnormalities. This study identified both benefits and the drawbacks of integrating multiple high-dimensional algorithms to gain complementary insights into the flow-cytometry data.
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Affiliation(s)
- Carmen-Mariana Aanei
- Laboratoire d’Hématologie, Centre Hospitalier Universitaire de Saint-Étienne, Saint-Étienne, France
| | - Richard Veyrat-Masson
- Laboratoire d’Hématologie, Centre Hospitalier Universitaire de Clermont-Ferrand, Clermont-Ferrand, France
| | - Lauren Rigollet
- Laboratoire d’Hématologie, Centre Hospitalier Universitaire de Saint-Étienne, Saint-Étienne, France
| | - Jérémie Stagnara
- Laboratoire d’Hématologie, Centre Hospitalier Universitaire de Saint-Étienne, Saint-Étienne, France
| | | | | | - Denis Guyotat
- Institut de Cancérologie Lucien Neuwirth, Saint-Priest-en-Jarez, France
| | - Lydia Campos Catafal
- Laboratoire d’Hématologie, Centre Hospitalier Universitaire de Saint-Étienne, Saint-Étienne, France
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15
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Azizi MR, Asli E, Behroozikhah AM, Khalesi B. Flow Cytometric Evaluation of CD4 + and CD8 + T-cell Immune Response in SPF Chickens Induced by Fowlpox Vaccine. ARCHIVES OF RAZI INSTITUTE 2021; 76:429-436. [PMID: 34824736 PMCID: PMC8605856 DOI: 10.22092/ari.2020.343514.1508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Accepted: 09/05/2020] [Indexed: 06/13/2023]
Abstract
Fowlpox (FP) is a viral disease that is widely distributed throughout the world. The disease has an economic impact on the poultry industry, and its prevalence has even been reported in vaccinated flocks. The present study used flow cytometry to evaluate the CD4+ and CD8+ T-cell immune response of chicks induced by FP vaccine. 120 specific pathogen-free (SPF) 21-day-old chicks were randomly divided into three groups of 40. One group was used as negative control with PBS inoculation, the other two groups were inoculated with the local fowlpox vaccine produced by Razi Institute and commercial FP vaccines, and they were kept for five weeks. Peripheral blood mononuclear cells (PBMC) were isolated using Ficoll-Hypaque density gradients and the percentages of CD3+, CD3+, CD4+, and CD3+CD8+ T lymphocytes were analyzed with flow cytometry. Seven days post-immunization, a maximum (90-100%) swelling formation ("take") on the vaccination site was observed. The ratios of CD4+ to CD8+ T-lymphocytes in both vaccinated groups were significantly higher (p < 0.05) than the control group inoculated with PBS. The percentages of CD3+, CD3+CD4+, and CD3+CD8+ T-lymphocytes were increased in chickens vaccinated with commercial and local FP vaccines. There were no significant differences between the groups receiving commercial and local fowl pox vaccines. The present study showed that protective immunity could be associated with increased cellular immune responses, which has been interpreted as enhancing T-cell proliferation and increasing CD4+ to CD8+ ratios through vaccination with the FP vaccine. This study further suggests that the induction of enhanced immune responses is due mainly to the Th1-type response.
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Affiliation(s)
- M R Azizi
- Department of Microbiology, Faculty of Sciences, Islamic Azad University, Karaj Branch, Karaj, Iran
| | - E Asli
- Department of Microbiology, Faculty of Sciences, Islamic Azad University, Karaj Branch, Karaj, Iran
- Department of Research & Development, Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
| | - A M Behroozikhah
- Department of Brucella Vaccines Production, Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
| | - B Khalesi
- Department of Poultry Vaccines Production, Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
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16
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Algar WR, Massey M, Rees K, Higgins R, Krause KD, Darwish GH, Peveler WJ, Xiao Z, Tsai HY, Gupta R, Lix K, Tran MV, Kim H. Photoluminescent Nanoparticles for Chemical and Biological Analysis and Imaging. Chem Rev 2021; 121:9243-9358. [PMID: 34282906 DOI: 10.1021/acs.chemrev.0c01176] [Citation(s) in RCA: 120] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Research related to the development and application of luminescent nanoparticles (LNPs) for chemical and biological analysis and imaging is flourishing. Novel materials and new applications continue to be reported after two decades of research. This review provides a comprehensive and heuristic overview of this field. It is targeted to both newcomers and experts who are interested in a critical assessment of LNP materials, their properties, strengths and weaknesses, and prospective applications. Numerous LNP materials are cataloged by fundamental descriptions of their chemical identities and physical morphology, quantitative photoluminescence (PL) properties, PL mechanisms, and surface chemistry. These materials include various semiconductor quantum dots, carbon nanotubes, graphene derivatives, carbon dots, nanodiamonds, luminescent metal nanoclusters, lanthanide-doped upconversion nanoparticles and downshifting nanoparticles, triplet-triplet annihilation nanoparticles, persistent-luminescence nanoparticles, conjugated polymer nanoparticles and semiconducting polymer dots, multi-nanoparticle assemblies, and doped and labeled nanoparticles, including but not limited to those based on polymers and silica. As an exercise in the critical assessment of LNP properties, these materials are ranked by several application-related functional criteria. Additional sections highlight recent examples of advances in chemical and biological analysis, point-of-care diagnostics, and cellular, tissue, and in vivo imaging and theranostics. These examples are drawn from the recent literature and organized by both LNP material and the particular properties that are leveraged to an advantage. Finally, a perspective on what comes next for the field is offered.
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Affiliation(s)
- W Russ Algar
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Melissa Massey
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Kelly Rees
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Rehan Higgins
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Katherine D Krause
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Ghinwa H Darwish
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - William J Peveler
- School of Chemistry, Joseph Black Building, University of Glasgow, Glasgow G12 8QQ, U.K
| | - Zhujun Xiao
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Hsin-Yun Tsai
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Rupsa Gupta
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Kelsi Lix
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Michael V Tran
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
| | - Hyungki Kim
- Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver, BC V6T 1Z1, Canada
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Rolf N, Liu LYT, Tsang A, Lange PF, Lim CJ, Maxwell CA, Vercauteren SM, Reid GSD. A cross-standardized flow cytometry platform to assess phenotypic stability in precursor B-cell acute lymphoblastic leukemia (B-ALL) xenografts. Cytometry A 2021; 101:57-71. [PMID: 34128309 PMCID: PMC9292200 DOI: 10.1002/cyto.a.24473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 05/07/2021] [Accepted: 06/10/2021] [Indexed: 11/17/2022]
Abstract
With the continued poor outcome of relapsed acute lymphoblastic leukemia (ALL), new patient‐specific approaches for disease progression monitoring and therapeutic intervention are urgently needed. Patient‐derived xenografts (PDX) of primary ALL in immune‐deficient mice have become a powerful tool for studying leukemia biology and therapy response. In PDX mice, the immunophenotype of the patient's leukemia is commonly believed to be stably propagated. In patients, however, the surface marker expression profile of the leukemic population often displays poorly understood immunophenotypic shifts during chemotherapy and ALL progression. We therefore developed a translational flow cytometry platform to study whether the patient‐specific immunophenotype is faithfully recapitulated in PDX mice. To enable valid assessment of immunophenotypic stability and subpopulation complexity of the patient's leukemia after xenotransplantation, we comprehensively immunophenotyped diagnostic B‐ALL from children and their matched PDX using identical, clinically standardized flow protocols and instrument settings. This cross‐standardized approach ensured longitudinal stability and cross‐platform comparability of marker expression intensity at high phenotyping depth. This analysis revealed readily detectable changes to the patient leukemia‐associated immunophenotype (LAIP) after xenotransplantation. To further investigate the mechanism underlying these complex immunophenotypic shifts, we applied an integrated analytical approach that combined clinical phenotyping depth and high analytical sensitivity with unbiased high‐dimensional algorithm‐based analysis. This high‐resolution analysis revealed that xenotransplantation achieves patient‐specific propagation of phenotypically stable B‐ALL subpopulations and that the immunophenotypic shifts observed at the level of bulk leukemia were consistent with changes in underlying subpopulation abundance. By incorporating the immunophenotypic complexity of leukemic populations, this novel cross‐standardized analytical platform could greatly expand the utility of PDX for investigating ALL progression biology and assessing therapies directed at eliminating relapse‐driving leukemic subpopulations.
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Affiliation(s)
- Nina Rolf
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lorraine Y T Liu
- Clinical Immunology Lab, Division of Hematopathology, BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Angela Tsang
- Clinical Immunology Lab, Division of Hematopathology, BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Philipp F Lange
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Chinten James Lim
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Christopher A Maxwell
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Suzanne M Vercauteren
- Clinical Immunology Lab, Division of Hematopathology, BC Children's Hospital, Vancouver, British Columbia, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Gregor S D Reid
- Michael Cuccione Childhood Cancer Research Program, BC Children's Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.,Department of Pediatrics, University of British Columbia, Vancouver, British Columbia, Canada
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18
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Gualdrón-López M, Díaz-Varela M, Toda H, Aparici-Herraiz I, Pedró-Cos L, Lauzurica R, Lacerda MVG, Fernández-Sanmartín MA, Fernandez-Becerra C, Del Portillo HA. Multiparameter Flow Cytometry Analysis of the Human Spleen Applied to Studies of Plasma-Derived EVs From Plasmodium vivax Patients. Front Cell Infect Microbiol 2021; 11:596104. [PMID: 33732657 PMCID: PMC7957050 DOI: 10.3389/fcimb.2021.596104] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 01/05/2021] [Indexed: 11/13/2022] Open
Abstract
The spleen is a secondary lymphoid organ with multiple functions including the removal of senescent red blood cells and the coordination of immune responses against blood-borne pathogens, such as malaria parasites. Despite the major role of the spleen, the study of its function in humans is limited by ethical implications to access human tissues. Here, we employed multiparameter flow cytometry combined with cell purification techniques to determine human spleen cell populations from transplantation donors. Spleen immuno-phenotyping showed that CD45+ cells included B (30%), CD4+ T (16%), CD8+ T (10%), NK (6%) and NKT (2%) lymphocytes. Myeloid cells comprised neutrophils (16%), monocytes (2%) and DCs (0.3%). Erythrocytes represented 70%, reticulocytes 0.7% and hematopoietic stem cells 0.02%. Extracellular vesicles (EVs) are membrane-bound nanoparticles involved in intercellular communication and secreted by almost all cell types. EVs play several roles in malaria that range from modulation of immune responses to vascular alterations. To investigate interactions of plasma-derived EVs from Plasmodium vivax infected patients (PvEVs) with human spleen cells, we used size-exclusion chromatography (SEC) to separate EVs from the bulk of soluble plasma proteins and stained isolated EVs with fluorescent lipophilic dyes. The integrated cellular analysis of the human spleen and the methodology employed here allowed in vitro interaction studies of human spleen cells and EVs that showed an increased proportion of T cells (CD4+ 3 fold and CD8+ 4 fold), monocytes (1.51 fold), B cells (2.3 fold) and erythrocytes (3 fold) interacting with PvEVs as compared to plasma-derived EVs from healthy volunteers (hEVs). Future functional studies of these interactions can contribute to unveil pathophysiological processes involving the spleen in vivax malaria.
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Affiliation(s)
- Melisa Gualdrón-López
- ISGlobal, Hospital Clinic - Universitat de Barcelona, Barcelona, Spain.,IGTP: Germans Trias i Pujol Research Institute, Barcelona, Spain
| | | | - Haruka Toda
- ISGlobal, Hospital Clinic - Universitat de Barcelona, Barcelona, Spain
| | | | - Laura Pedró-Cos
- IGTP: Germans Trias i Pujol Research Institute, Barcelona, Spain
| | - Ricardo Lauzurica
- Nephrology Service, Germans Trias i Pujol University Hospital, Badalona, Spain
| | - Marcus V G Lacerda
- Fundaçao de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Brazil.,Instituto Leônidas & Maria Deane (ILMD), Fiocruz, Manaus, Brazil
| | | | - Carmen Fernandez-Becerra
- ISGlobal, Hospital Clinic - Universitat de Barcelona, Barcelona, Spain.,IGTP: Germans Trias i Pujol Research Institute, Barcelona, Spain
| | - Hernando A Del Portillo
- ISGlobal, Hospital Clinic - Universitat de Barcelona, Barcelona, Spain.,IGTP: Germans Trias i Pujol Research Institute, Barcelona, Spain.,ICREA: Catalan Institution for Research and Advanced Studies, Barcelona, Spain
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19
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Yang B, Davis JM, Gomez TH, Younes M, Zhao X, Shen Q, Wang R, Ko TC, Cao Y. Characteristic pancreatic and splenic immune cell infiltration patterns in mouse acute pancreatitis. Cell Biosci 2021; 11:28. [PMID: 33531047 PMCID: PMC7852096 DOI: 10.1186/s13578-021-00544-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 01/21/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND A systemic evaluation of immune cell infiltration patterns in experimental acute pancreatitis (AP) is lacking. Using multi-dimensional flow cytometry, this study profiled infiltrating immune cell types in multiple AP mouse models. METHODS Three AP models were generated in C57BL/6 mice via cerulein (CAE) injection, alcohol and palmitoleic acid (EtOH + POA) injection, and alcohol diet feeding and cerulein (EtOH + CAE) injection. Primary pancreatic cells and splenocytes were prepared, and multi-dimensional flow cytometry was performed and analyzed by manual gating and computerized PhenoGraph, followed by visualization with t-distributed stochastic neighbor embedding (t-SNE). RESULTS CAE treatment induced a time-dependent increase of major innate immune cells and a decrease of follicular B cells, and TCD4+ cells and the subtypes in the pancreas, whereas elicited a reversed pattern in the spleen. EtOH + POA treatment resulted in weaker effects than CAE treatment. EtOH feeding enhanced CAE-induced amylase secretion, but unexpectedly attenuated CAE-induced immune cell regulation. In comparison with manual gating analysis, computerized analysis demonstrated a remarkable time efficiency and reproducibility on the innate immune cells and B cells. CONCLUSIONS The reverse pattern of increased innate and decreased adaptive immune cells was consistent in the pancreas in CAE and EtOH + POA treatments. Alcohol feeding opposed the CAE effect on immune cell regulation. Together, the immune profiling approach utilized in this study provides a better understanding of overall immune responses in AP, which may facilitate the identification of intervention windows and new therapeutic strategies. Computerized analysis is superior to manual gating by dramatically reducing analysis time.
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Affiliation(s)
- Baibing Yang
- Department of Surgery, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Joy M Davis
- Department of Surgery, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Thomas H Gomez
- Center of Laboratory Animal Medicine and Care, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Mamoun Younes
- Department of Pathology & Laboratory Medicine, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA.,Department of Pathology, George Washington University School of Medicine and Health Sciences, George Washington University Hospital, Washington, DC, 20037, USA
| | - Xiurong Zhao
- Department of Neurology, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Qiang Shen
- Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, 70112, USA
| | - Run Wang
- Department of Surgery, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA
| | - Tien C Ko
- Department of Surgery, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA.
| | - Yanna Cao
- Department of Surgery, The University of Texas Health Science Center at Houston, Houston, TX, 77030, USA.
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20
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Anushree G, Aravind P, Vinod D, Hemalatha N, Girisha ST, Devaraju KS. Peroxynitrite-induced conformational changes in DNA that lead to cell death: UV, CD spectral, molecular dynamics simulation and FACS analysis. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2020; 40:1-15. [PMID: 32933357 DOI: 10.1080/15257770.2020.1809673] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Peroxynitrite is known to react with biomolecules leading to their structural and function alteration. Structural alteration in DNA induced by peroxynitrite is not clearly known. The current study was carried out to decipher the changes induced by peroxynitrite using UV-Vis spectra, circular dichrometry, molecular dynamics simulation followed by restriction digestion. Apoptotic markers Bax, Bcl-2 and caspase genes were also studied by FACS in peroxynitrite induced PC12 cells. The results obtained showed that PXN binds to DNA leading to hyperchromicity of DNA in the presence of PXN over a period of time and the same was established by In silico studies where PXN modifies the DNA to accommodate itself into the stacking and brings about the significant structural alterations. Further, FACS studies reveal that Bcl-2 gene expression was down regulated whereas BAXand caspase genes were up regulated compared to control concluding that PXN induces apoptotic cell death in PC12 cells.
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Affiliation(s)
- G Anushree
- Department of Biotechnology and Microbiology, Bangalore University, Bangalore, Karnataka, India
| | - P Aravind
- Department of Biochemistry, Karnatak University, Dharwad, Karnataka, India
| | - D Vinod
- SBST Department, Vellore Institute of Technology, Vellore, Tamil Nadu, India
| | - N Hemalatha
- Department of Biochemistry, Central Food Technological Research Institute, Mysore, Karnataka, India.,Multidisciplinary Research Unit, DIMHANS, Dharwad, Karnataka, India
| | - S T Girisha
- Department of Biochemistry, Karnatak University, Dharwad, Karnataka, India
| | - K S Devaraju
- Department of Biotechnology and Microbiology, Bangalore University, Bangalore, Karnataka, India.,Department of Biochemistry, Karnatak University, Dharwad, Karnataka, India
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21
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Bayly E, Nguyen V, Binek A, Piggin A, Baldwin K, Westerman D, Came N. Validation of a modified pre-lysis sample preparation technique for flow cytometric minimal residual disease assessment in multiple myeloma, chronic lymphocytic leukemia, and B-non Hodgkin lymphoma. CYTOMETRY PART B-CLINICAL CYTOMETRY 2020; 98:385-398. [PMID: 32530574 DOI: 10.1002/cyto.b.21893] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 05/11/2020] [Accepted: 05/13/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Minimal residual disease (MRD) assessment of hematopoietic neoplasia below 10-4 requires more leukocytes than is usually attainable by post-lysis preparation. However, not all laboratories are resourced for consensus Euroflow pre-lysis methodology. Our study aim was to validate a modified pre-lysis protocol against our standard post-lysis method for MRD detection of multiple myeloma (MM), chronic lymphocytic leukemia (CLL), and B-non Hodgkin lymphoma (B-NHL), to meet demand for deeper MRD assessment by flow cytometry. METHOD Clinical samples for MRD assessment of MM, CLL, and B-NHL (50, 30, and 30 cases, respectively) were prepared in parallel by pre and post-lysis methods for the initial validation. Total leukocytes, MRD, and median fluorescence intensity of antigen expression were compared as measures of sensitivity and antigen stability. Lymphocyte and granulocyte composition were compared, assessing relative sample processing stability. Sensitivity of the pre-lysis assay was monitored post validation for a further 18 months. RESULTS Pre-lysis achieved at least 10-4 sensitivity in 85% MM, 81% CLL, and 90% B-NHL samples versus 24%, 48%, and 26% by post-lysis, respectively, with stable antigen expression and leukocyte composition. Post validation over 18 months with technical expertise improving, pre-lysis permitted 10-5 MRD assessment in 69%, 86%, and 82% of the respective patient groups. CONCLUSION This modified pre-lysis procedure provides a sensitive, robust, time efficient, and relatively cost-effective alternative for MRD testing by MFC at 10-5 , facilitating clinically meaningful deeper response assessment for MM, CLL, and B-NHL. This method adaptation may facilitate more widespread adoption of highly sensitive flow cytometry-based MRD assessment.
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Affiliation(s)
- Emma Bayly
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Clinical Haematology, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
| | - Vuong Nguyen
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Adrian Binek
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Anna Piggin
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Clinical Haematology, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia
| | - Kylie Baldwin
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - David Westerman
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Clinical Haematology, Victorian Comprehensive Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, Peter MacCallum Cancer Centre, The University of Melbourne, Parkville, Victoria, Australia
| | - Neil Came
- Pathology Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.,Sir Peter MacCallum Department of Oncology, Peter MacCallum Cancer Centre, The University of Melbourne, Parkville, Victoria, Australia
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22
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Baron CS, Barve A, Muraro MJ, van der Linden R, Dharmadhikari G, Lyubimova A, de Koning EJP, van Oudenaarden A. Cell Type Purification by Single-Cell Transcriptome-Trained Sorting. Cell 2020; 179:527-542.e19. [PMID: 31585086 PMCID: PMC6863042 DOI: 10.1016/j.cell.2019.08.006] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 07/23/2019] [Accepted: 08/02/2019] [Indexed: 01/23/2023]
Abstract
Much of current molecular and cell biology research relies on the ability to purify cell types by fluorescence-activated cell sorting (FACS). FACS typically relies on the ability to label cell types of interest with antibodies or fluorescent transgenic constructs. However, antibody availability is often limited, and genetic manipulation is labor intensive or impossible in the case of primary human tissue. To date, no systematic method exists to enrich for cell types without a priori knowledge of cell-type markers. Here, we propose GateID, a computational method that combines single-cell transcriptomics with FACS index sorting to purify cell types of choice using only native cellular properties such as cell size, granularity, and mitochondrial content. We validate GateID by purifying various cell types from zebrafish kidney marrow and the human pancreas to high purity without resorting to specific antibodies or transgenes.
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Affiliation(s)
- Chloé S Baron
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Aditya Barve
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Mauro J Muraro
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands; Single Cell Discoveries, Utrecht, the Netherlands
| | - Reinier van der Linden
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Gitanjali Dharmadhikari
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands
| | - Anna Lyubimova
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Eelco J P de Koning
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands; Section of Nephrology and Section of Endocrinology, Department of Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Alexander van Oudenaarden
- Hubrecht Institute-KNAW (Royal Netherlands Academy of Arts and Sciences) and University Medical Center, Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands.
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23
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Hunka J, Riley JT, Debes GF. Approaches to overcome flow cytometry limitations in the analysis of cells from veterinary relevant species. BMC Vet Res 2020; 16:83. [PMID: 32143631 PMCID: PMC7060616 DOI: 10.1186/s12917-020-02299-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 02/25/2020] [Indexed: 01/04/2023] Open
Abstract
Background Flow cytometry is a powerful tool for the multiparameter analysis of leukocyte subsets on the single cell level. Recent advances have greatly increased the number of fluorochrome-labeled antibodies in flow cytometry. In particular, an increase in available fluorochromes with distinct excitation and emission spectra combined with novel multicolor flow cytometers with several lasers have enhanced the generation of multidimensional expression data for leukocytes and other cell types. However, these advances have mainly benefited the analysis of human or mouse cell samples given the lack of reagents for most animal species. The flow cytometric analysis of important veterinary, agricultural, wildlife, and other animal species is still hampered by several technical limitations, even though animal species other than the mouse can serve as more accurate models of specific human physiology and diseases. Results Here we present time-tested approaches that our laboratory regularly uses in the multiparameter flow cytometric analysis of ovine leukocytes. The discussed approaches will be applicable to the analysis of cells from most animal species and include direct modification of antibodies by covalent conjugation or Fc-directed labeling (Zenon™ technology), labeled secondary antibodies and other second step reagents, labeled receptor ligands, and antibodies with species cross-reactivity. Conclusions Using refined technical approaches, the number of parameters analyzed by flow cytometry per cell sample can be greatly increased, enabling multidimensional analysis of rare samples and giving critical insight into veterinary and other less commonly analyzed species. By maximizing information from each cell sample, multicolor flow cytometry can reduce the required number of animals used in a study.
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Affiliation(s)
- Julia Hunka
- Department of Microbiology and Immunology, Sidney Kimmel Medical College and Sidney Kimmel Cancer Center, Thomas Jefferson University, 233 S 10th Street, Philadelphia, PA, 19107, USA.,Faculty of Veterinary Medicine, Ludwig-Maximilians-Universität, Munich, Germany
| | - John T Riley
- Department of Microbiology and Immunology, Sidney Kimmel Medical College and Sidney Kimmel Cancer Center, Thomas Jefferson University, 233 S 10th Street, Philadelphia, PA, 19107, USA
| | - Gudrun F Debes
- Department of Microbiology and Immunology, Sidney Kimmel Medical College and Sidney Kimmel Cancer Center, Thomas Jefferson University, 233 S 10th Street, Philadelphia, PA, 19107, USA.
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24
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Azoulay D, Cohen HI, Dementiev E, Eshel E, Akria L, Shaoul E, Horowitz N. Flow cytometry aneuploidy and cell cycle indexing as a possible tool for differentiating between CD10 + diffuse large B-cell lymphoma and follicular lymphoma. CYTOMETRY PART B-CLINICAL CYTOMETRY 2019; 98:449-453. [PMID: 31816181 DOI: 10.1002/cyto.b.21861] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 11/18/2019] [Accepted: 11/22/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Differential diagnosis between diffuse large B-cell lymphoma (DLBCL) and follicular lymphoma (FL) becomes a challenge when adequate biopsy is unavailable. The present study aimed to investigate the applicability of DNA cell cycle analysis by flow cytometry (FC) for differentiating between CD10+ DLBCL and FL. METHODS Data were collected from 57 specimens where CD5- /CD10+ /light chain restricted B cells were detected. DNA staining was performed using the Coulter DNA Prep Kit. Cell cycle fractions were evaluated by automatic analysis using the ModFit LT software. RESULTS Histopathological analysis confirmed the diagnosis of CD10+ FL in 30 specimens (52.6%), CD10+ DLBCL in 24 specimens (42.1%), and CD10+ Burkitt lymphoma in 3 specimens (5.3%). A significantly higher rate of DNA aneuploidy was detected among CD10+ DLBCL than FL specimens (50 vs. 13.3% respectively, p = .003). Likewise, DNA index was significantly higher in CD10+ DLBCL relative to FL (1.26 ± 0.35 vs. 1.04 ± 0.16 respectively, p = .004). Notably, the proportion of cells in the S-phase and proliferative fraction was significantly higher in CD10+ DLBCL than in CD10+ FL (S-phase: 15.97 ± 13.94 vs. 4.43 ± 4.41 mean ± SD, respectively, p < .0001; proliferative fraction: 18.87 ± 15.17 vs. 5.78 ± 7.04 mean ± SD, respectively, p = .0001). Using a receiver operating characteristic analysis, optimal cutoffs for S-phase ≥7% and proliferative fraction ≥9% were determined. These values could be used to differentiate between CD10+ DLBCL and CD10+ FL. CONCLUSION Including DNA cell cycle analysis in the FC lymphoma assessment panel may be of diagnostic value in differentiating between CD10+ DLBCL and FL when adequate biopsy is unavailable.
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Affiliation(s)
- David Azoulay
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel.,Hematology Unit and Laboratories, Galilee Medical Center, Naharia, Israel
| | | | | | - Elizabeth Eshel
- Hematology Unit and Laboratories, Ziv Medical Center, Safed, Israel
| | - Luiza Akria
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel.,Hematology Unit and Laboratories, Galilee Medical Center, Naharia, Israel
| | - Ety Shaoul
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel.,Hematology Unit and Laboratories, Galilee Medical Center, Naharia, Israel
| | - Netanel Horowitz
- The Ruth and Bruce Rappaport Faculty of Medicine, Department of Hematology and Bone Marrow Transplantation, Rambam Health Care Campus, Haifa, Technion, Israel Institute of Technology, Haifa, Israel
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25
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Cabral-Marques O, Schimke LF, de Oliveira EB, El Khawanky N, Ramos RN, Al-Ramadi BK, Segundo GRS, Ochs HD, Condino-Neto A. Flow Cytometry Contributions for the Diagnosis and Immunopathological Characterization of Primary Immunodeficiency Diseases With Immune Dysregulation. Front Immunol 2019; 10:2742. [PMID: 31849949 PMCID: PMC6889851 DOI: 10.3389/fimmu.2019.02742] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 11/08/2019] [Indexed: 12/24/2022] Open
Abstract
Almost 70 years after establishing the concept of primary immunodeficiency disorders (PIDs), more than 320 monogenic inborn errors of immunity have been identified thanks to the remarkable contribution of high-throughput genetic screening in the last decade. Approximately 40 of these PIDs present with autoimmune or auto-inflammatory symptoms as the primary clinical manifestation instead of infections. These PIDs are now recognized as diseases of immune dysregulation. Loss-of function mutations in genes such as FOXP3, CD25, LRBA, IL-10, IL10RA, and IL10RB, as well as heterozygous gain-of-function mutations in JAK1 and STAT3 have been reported as causative of these disorders. Identifying these syndromes has considerably contributed to expanding our knowledge on the mechanisms of immune regulation and tolerance. Although whole exome and whole genome sequencing have been extremely useful in identifying novel causative genes underlying new phenotypes, these approaches are time-consuming and expensive. Patients with monogenic syndromes associated with autoimmunity require faster diagnostic tools to delineate therapeutic strategies and avoid organ damage. Since these PIDs present with severe life-threatening phenotypes, the need for a precise diagnosis in order to initiate appropriate patient management is necessary. More traditional approaches such as flow cytometry are therefore a valid option. Here, we review the application of flow cytometry and discuss the relevance of this powerful technique in diagnosing patients with PIDs presenting with immune dysregulation. In addition, flow cytometry represents a fast, robust, and sensitive approach that efficiently uncovers new immunopathological mechanisms underlying monogenic PIDs.
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Affiliation(s)
- Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Lena F Schimke
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, Center for Chronic Immunodeficiency (CCI), Medical Center-University of Freiburg, University of Freiburg, Freiburg im Breisgau, Germany
| | | | - Nadia El Khawanky
- Department of Hematology, Oncology and Stem Cell Transplantation, Freiburg University Medical Center, Freiburg im Breisgau, Germany.,Precision Medicine Theme, The South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, Australia
| | - Rodrigo Nalio Ramos
- INSERM U932, SiRIC Translational Immunotherapy Team, Institut Curie, Paris Sciences et Lettres Research University, Paris, France
| | - Basel K Al-Ramadi
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, UAE University, Al Ain, United Arab Emirates
| | | | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, WA, United States
| | - Antonio Condino-Neto
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
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26
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EuroFlow Lymphoid Screening Tube (LST) data base for automated identification of blood lymphocyte subsets. J Immunol Methods 2019; 475:112662. [PMID: 31454495 DOI: 10.1016/j.jim.2019.112662] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 07/31/2019] [Accepted: 08/22/2019] [Indexed: 02/06/2023]
Abstract
In recent years the volume and complexity of flow cytometry data has increased substantially. This has led to a greater number of identifiable cell populations in a single measurement. Consequently, new gating strategies and new approaches for cell population definition are required. Here we describe how the EuroFlow Lymphoid Screening Tube (LST) reference data base for peripheral blood (PB) samples was designed, constructed and validated for automated gating of the distinct lymphoid (and myeloid) subsets in PB of patients with chronic lymphoproliferative disorders (CLPD). A total of 46 healthy/reactive PB samples which fulfilled pre-defined technical requirements, were used to construct the LST-PB reference data base. In addition, another set of 92 PB samples (corresponding to 10 healthy subjects, 51 B-cell CLPD and 31 T/NK-cell CLPD patients), were used to validate the automated gating and cell-population labeling tools with the Infinicyt software. An overall high performance of the LST-PB data base was observed with a median percentage of alarmed cellular events of 0.8% in 10 healthy donor samples and of 44.4% in CLPD data files containing 49.8% (range: 1.3-96%) tumor cells. The higher percent of alarmed cellular events in every CLPD sample was due to aberrant phenotypes (75.6% cases) and/or to abnormally increased cell counts (86.6% samples). All 18 (22%) data files that only displayed numerical alterations, corresponded to T/NK-cell CLPD cases which showed a lower incidence of aberrant phenotypes (41%) vs B-cell CLPD cases (100%). Comparison between automated vs expert-bases manual classification of normal (r2 = 0.96) and tumor cell populations (rho = 0.99) showed a high degree of correlation. In summary, our results show that automated gating of cell populations based on the EuroFlow LST-PB data base provides an innovative, reliable and reproducible tool for fast and simplified identification of normal vs pathological B and T/NK lymphocytes in PB of CLPD patients.
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27
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Luminescent nanomaterials for droplet tracking in a microfluidic trapping array. Anal Bioanal Chem 2018; 411:157-170. [PMID: 30483856 DOI: 10.1007/s00216-018-1448-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 10/16/2018] [Accepted: 10/22/2018] [Indexed: 12/18/2022]
Abstract
The use of high-throughput multiplexed screening platforms has attracted significant interest in the field of on-site disease detection and diagnostics for their capability to simultaneously interrogate single-cell responses across different populations. However, many of the current approaches are limited by the spectral overlap between tracking materials (e.g., organic dyes) and commonly used fluorophores/biochemical stains, thus restraining their applications in multiplexed studies. This work demonstrates that the downconversion emission spectra offered by rare earth (RE)-doped β-hexagonal NaYF4 nanoparticles (NPs) can be exploited to address this spectral overlap issue. Compared to organic dyes and other tracking materials where the excitation and emission is separated by tens of nanometers, RE elements have a large gap between excitation and emission which results in their spectral independence from the organic dyes. As a proof of concept, two differently doped NaYF4 NPs (europium: Eu3+, and terbium: Tb3+) were employed on a fluorescent microscopy-based droplet microfluidic trapping array to test their feasibility as spectrally independent droplet trackers. The luminescence tracking properties of Eu3+-doped (red emission) and Tb3+-doped (green emission) NPs were successfully characterized by co-encapsulating with genetically modified cancer cell lines expressing green or red fluorescent proteins (GFP and RFP) in addition to a mixed population of live and dead cells stained with ethidium homodimer. Detailed quantification of the luminescent and fluorescent signals was performed to confirm no overlap between each of the NPs and between NPs and cells. Thus, the spectral independence of Eu3+-doped and Tb3+-doped NPs with each other and with common fluorophores highlights the potential application of this novel technique in multiplexed systems, where many such luminescent NPs (other doped and co-doped NPs) can be used to simultaneously track different input conditions on the same platform. Graphical abstract ᅟ.
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28
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Stern L, McGuire H, Avdic S, Rizzetto S, Fazekas de St Groth B, Luciani F, Slobedman B, Blyth E. Mass Cytometry for the Assessment of Immune Reconstitution After Hematopoietic Stem Cell Transplantation. Front Immunol 2018; 9:1672. [PMID: 30093901 PMCID: PMC6070614 DOI: 10.3389/fimmu.2018.01672] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2018] [Accepted: 07/05/2018] [Indexed: 12/31/2022] Open
Abstract
Mass cytometry, or Cytometry by Time-Of-Flight, is a powerful new platform for high-dimensional single-cell analysis of the immune system. It enables the simultaneous measurement of over 40 markers on individual cells through the use of monoclonal antibodies conjugated to rare-earth heavy-metal isotopes. In contrast to the fluorochromes used in conventional flow cytometry, metal isotopes display minimal signal overlap when resolved by single-cell mass spectrometry. This review focuses on the potential of mass cytometry as a novel technology for studying immune reconstitution in allogeneic hematopoietic stem cell transplant (HSCT) recipients. Reconstitution of a healthy donor-derived immune system after HSCT involves the coordinated regeneration of innate and adaptive immune cell subsets in the recipient. Mass cytometry presents an opportunity to investigate immune reconstitution post-HSCT from a systems-level perspective, by allowing the phenotypic and functional features of multiple cell populations to be assessed simultaneously. This review explores the current knowledge of immune reconstitution in HSCT recipients and highlights recent mass cytometry studies contributing to the field.
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Affiliation(s)
- Lauren Stern
- University of Sydney, Sydney, NSW, Australia.,Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia.,Discipline of Infectious Diseases and Immunology, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Helen McGuire
- University of Sydney, Sydney, NSW, Australia.,Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia.,Ramaciotti Facility for Human Systems Biology, University of Sydney, Sydney, NSW, Australia.,Discipline of Pathology, School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | - Selmir Avdic
- University of Sydney, Sydney, NSW, Australia.,Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia.,Discipline of Infectious Diseases and Immunology, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | | | - Barbara Fazekas de St Groth
- University of Sydney, Sydney, NSW, Australia.,Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia.,Ramaciotti Facility for Human Systems Biology, University of Sydney, Sydney, NSW, Australia.,Discipline of Pathology, School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | - Fabio Luciani
- Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Barry Slobedman
- University of Sydney, Sydney, NSW, Australia.,Charles Perkins Centre, University of Sydney, Sydney, NSW, Australia.,Discipline of Infectious Diseases and Immunology, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Emily Blyth
- University of Sydney, Sydney, NSW, Australia.,Westmead Institute for Medical Research, University of Sydney, Sydney, NSW, Australia.,Blood and Marrow Transplant Unit, Westmead Hospital, Sydney, NSW, Australia.,Sydney Cellular Therapies Laboratory, Westmead, Sydney, NSW, Australia
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29
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Flow Cytometry to Evaluate Potential Developmental Toxicants in the Embryonic Stem Cell. Methods Mol Biol 2018. [PMID: 29896691 DOI: 10.1007/978-1-4939-7883-0_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Embryonic stem cells (ESC) are widely used due to their unlimited capacity of differentiation into different cell lineages, which makes ESC a viable choice as a toxicology test model. Toxicological analysis using embryonic stem cells (ESC) has become an important tool in toxicology procedures. Regarding toxicological analysis methods, flow cytometry (FC) is one technique designed to detect and evaluate cells in suspension, for example, ESC suspension, thus making possible to study different biological, physical, and/or chemical characteristics of cells. Thus, FC can be very useful for cell toxicology and tumorigenic analyses.
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30
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Galkowski D, Ratajczak MZ, Kocki J, Darzynkiewicz Z. Of Cytometry, Stem Cells and Fountain of Youth. Stem Cell Rev Rep 2018; 13:465-481. [PMID: 28364326 DOI: 10.1007/s12015-017-9733-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Outlined are advances of cytometry applications to identify and sort stem cells, of laser scanning cytometry and ImageStream imaging instrumentation to further analyze morphometry of these cells, and of mass cytometry to classify a multitude of cellular markers in large cell populations. Reviewed are different types of stem cells, including potential candidates for cancer stem cells, with respect to their "stemness", and other characteristics. Appraised is further progress in identification and isolation of the "very small embryonic-like stem cells" (VSELs) and their autogenous transplantation for tissue repair and geroprotection. Also assessed is a function of hyaluronic acid, the major stem cells niche component, as a guardian and controller of stem cells. Briefly appraised are recent advances and challenges in the application of stem cells in regenerative medicine and oncology and their future role in different disciplines of medicine, including geriatrics.
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Affiliation(s)
| | - Mariusz Z Ratajczak
- Stem Cell Institute at James Graham Brown Cancer Center, University of Louisville, Louisville, KY, 40202, USA
| | - Janusz Kocki
- Department of Clinical Genetics, Medical University in Lublin, 20-080, Lublin, Poland
| | - Zbigniew Darzynkiewicz
- Brander Cancer Research Institute and Department of Pathology, New York Medical College, Valhalla, NY, 10095, USA.
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31
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Rangaraju S, Raza SA, Li NX, Betarbet R, Dammer EB, Duong D, Lah JJ, Seyfried NT, Levey AI. Differential Phagocytic Properties of CD45 low Microglia and CD45 high Brain Mononuclear Phagocytes-Activation and Age-Related Effects. Front Immunol 2018; 9:405. [PMID: 29552013 PMCID: PMC5840283 DOI: 10.3389/fimmu.2018.00405] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 02/14/2018] [Indexed: 12/20/2022] Open
Abstract
In the central nervous system (CNS), microglia are innate immune mononuclear phagocytes (CNS MPs) that can phagocytose infectious particles, apoptotic cells, neurons, and pathological protein aggregates, such as Aβ in Alzheimer’s disease (AD). While CD11b+CD45low microglia account for the majority of CNS MPs, a small population of CD11b+CD45high CNS MPs is also recognized in AD that surround Aβ plaques. These transcriptionally and pathologically unique CD45high cells have unclear origin and undefined phagocytic characteristics. We have comprehensively validated rapid flow cytometric assays of bulk-phase and amyloid β fibril (fAβ) phagocytosis and applied these to study acutely isolated CNS MPs. Using these methods, we provide novel insights into differential abilities of CD11b+ CD45low and CD45high CNS MPs to phagocytose macroparticles and fAβ under normal, acute, and chronic neuroinflammatory states. CD45high CNS MPs also highly upregulate TREM2, CD11c, and several disease-associated microglia signature genes and have a higher phagocytic capacity for Aβ as compared to CD45low microglia in the 5xFAD mouse model of AD that becomes more apparent with aging. Our data suggest an overall pro-phagocytic and protective role for CD11b+CD45high CNS MPs in neurodegeneration, which if promoted, could be beneficial.
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Affiliation(s)
- Srikant Rangaraju
- Department of Neurology, Emory University, Atlanta, GA, United States
| | - Syed Ali Raza
- Department of Neurology, Emory University, Atlanta, GA, United States
| | - Noel Xiang'An Li
- Department of Chemistry, Emory University, Atlanta, GA, United States
| | - Ranjita Betarbet
- Department of Neurology, Emory University, Atlanta, GA, United States
| | - Eric B Dammer
- Department of Neurology, Emory University, Atlanta, GA, United States
| | - Duc Duong
- Department of Biochemistry, Emory University, Atlanta, GA, United States
| | - James J Lah
- Department of Neurology, Emory University, Atlanta, GA, United States
| | | | - Allan I Levey
- Department of Neurology, Emory University, Atlanta, GA, United States
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32
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FACS Isolation of Viable Cells in Different Cell Cycle Stages from Asynchronous Culture for RNA Sequencing. Methods Mol Biol 2018; 1745:315-335. [PMID: 29476477 DOI: 10.1007/978-1-4939-7680-5_18] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Recently developed high-throughput analytical techniques (e.g., protein mass spectrometry and nucleic acid sequencing) allow unprecedentedly sensitive, in-depth studies in molecular biology of cell proliferation, differentiation, aging, and death. However, the initial population of asynchronous cultured cells is highly heterogeneous by cell cycle stage, which complicates immediate analysis of some biological processes. Widely used cell synchronization protocols are time-consuming and can affect the finely tuned biochemical pathways leading to biased results. Besides, certain cell lines cannot be effectively synchronized. The current methodological challenge is thus to provide an effective tool for cell cycle phase-based population enrichment compatible with other required experimental procedures. Here, we describe an optimized approach to live cell FACS based on Hoechst 33342 cell-permeable DNA-binding fluorochrome staining. The proposed protocol is fast compared to traditional synchronization methods and yields reasonably pure fractions of viable cells for further experimental studies including high-throughput RNA-seq analysis.
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33
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KIMURA T, NAKAMURA N, HASHIMOTO Y, SAKAGUCHI S, KIMURA S, KISHIDA A. Selective Cell Capture and Release Using Antibody-Immobilized Polymer-Grafted Surface. KOBUNSHI RONBUNSHU 2018. [DOI: 10.1295/koron.2017-0074] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Tsuyoshi KIMURA
- Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University
| | - Naoko NAKAMURA
- College of Systems Engineering and Science, Shibaura Institute of Technology
| | - Yoshihide HASHIMOTO
- Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University
| | | | | | - Akio KISHIDA
- Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University
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34
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Caen O, Lu H, Nizard P, Taly V. Microfluidics as a Strategic Player to Decipher Single-Cell Omics? Trends Biotechnol 2017. [DOI: 10.1016/j.tibtech.2017.05.004] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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35
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Turner KA, Kalafatis M. The Case Back on the TRAIL: Death Receptors as Markers for rhTRAIL Sensitivity. J Appl Lab Med 2017; 2:176-185. [PMID: 32630980 DOI: 10.1373/jalm.2017.023408] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 04/11/2017] [Indexed: 11/06/2022]
Abstract
BACKGROUND Personalized cancer treatments can be applied to the clinical use of recombinant human tumor necrosis factor-related apoptosis-inducing ligand (rhTRAIL). rhTRAIL holds great promise because of its selectivity for cancer cells. However, rhTRAIL clinical trials were conducted without the screening of patients' tumors for rhTRAIL-binding death receptor (DR)4 and DR5, and the unselected treatment resulted in a lack of clinical benefit. Here we propose an in vitro test to analyze tumor cells isolated from patients for the membrane expression of DRs to determine patient suitability for rhTRAIL treatment. METHODS Using a panel of malignant melanoma cell lines, the correlation between DR membrane expression and rhTRAIL sensitivity was evaluated. The membrane expression of DR4 and DR5 was examined through staining with anti-DR4 and -DR5 antibodies followed by fluorescence-activated cell sorting. rhTRAIL sensitivity was determined through Annexin-V and propidium iodide staining and Western blotting after rhTRAIL treatment. RESULTS Here we show a direct correlation between the membrane expression of DRs and rhTRAIL sensitivity. rhTRAIL-sensitive melanoma lines, on average, had nearly 4-fold more DR4 and >2-fold more DR5 than rhTRAIL-resistant lines. For a cancer cell to display rhTRAIL sensitivity, the optimum expression of DRs is essential. To overcome the apoptotic threshold, cancer cells must express DRs >2-fold higher compared with their benign counterpart. CONCLUSION These data show the potential of this flow cytometry-based assay for the analysis of isolated tumor cells for DR membrane expression. By first determining a patient's susceptibility to rhTRAIL-based treatments, they can be more appropriately placed in rhTRAIL clinical trials and improve rhTRAIL as an anticancer therapeutic.
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Affiliation(s)
- Katherine A Turner
- Department of Chemistry, Cleveland State University, Cleveland, OH.,Center for Gene Regulation in Health and Disease (GRHD), Cleveland State University, Cleveland, OH
| | - Michael Kalafatis
- Department of Chemistry, Cleveland State University, Cleveland, OH.,Center for Gene Regulation in Health and Disease (GRHD), Cleveland State University, Cleveland, OH.,Taussig Cancer Institute, Cleveland Clinic Foundation, Cleveland, OH.,Department of Molecular Cardiology, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH
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36
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Wang W, Fronza R, Schmidt M. The Clonal Fate of Live Cells. MOLECULAR THERAPY-METHODS & CLINICAL DEVELOPMENT 2017; 5:93-95. [PMID: 28480309 PMCID: PMC5415325 DOI: 10.1016/j.omtm.2017.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Wei Wang
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
| | - Raffaele Fronza
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
| | - Manfred Schmidt
- Department of Translational Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
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Basso-Ricci L, Scala S, Milani R, Migliavacca M, Rovelli A, Bernardo ME, Ciceri F, Aiuti A, Biasco L. Multiparametric Whole Blood Dissection: A one-shot comprehensive picture of the human hematopoietic system. Cytometry A 2017; 91:952-965. [PMID: 28609016 PMCID: PMC5697613 DOI: 10.1002/cyto.a.23148] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Revised: 04/11/2017] [Accepted: 05/17/2017] [Indexed: 12/12/2022]
Abstract
Human hematopoiesis is a complex and dynamic system where morphologically and functionally diverse mature cell types are generated and maintained throughout life by bone marrow (BM) Hematopoietic Stem/Progenitor Cells (HSPC). Congenital and acquired hematopoietic disorders are often diagnosed through the detection of aberrant frequency or composition of hematopoietic cell populations. We here describe a novel protocol, called “Whole Blood Dissection” (WBD), capable of analyzing in a single test‐tube, hematopoietic progenitors and all major mature cell lineages composing either BM or peripheral blood (PB) through a multiparametric flow‐cytometry analysis. WBD allows unambiguously identifying in the same tube up to 23 different blood cell types including HSPC subtypes and all the major myeloid and lymphoid lineage compartments at different stages of maturation, through a combination of 17 surface and 1 viability cell markers. We assessed the efficacy of WBD by analyzing BM and PB samples from adult (n = 8) and pediatric (n = 9) healthy donors highlighting age‐related shift in cell composition. We also tested the capability of WBD on detecting aberrant hematopoietic cell composition in clinical samples of patients with primary immunodeficiency or leukemia unveiling expected and novel hematopoietic unbalances. Overall, WBD allows unambiguously identifying >99% of the cell subpopulations composing a blood sample in a reproducible, standardized, cost‐, and time‐efficient manner. This tool has a wide range of potential pre‐clinical and clinical applications going from the characterization of hematopoietic disorders to the monitoring of hematopoietic reconstitution in patients after transplant or gene therapy. © 2017 The Authors. Cytometry Part A Published by Wiley Periodicals, Inc. on behalf of ISAC.
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Affiliation(s)
- Luca Basso-Ricci
- San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), San Raffaele Scientific Institute, Milan, 20132, Italy
| | - Serena Scala
- San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), San Raffaele Scientific Institute, Milan, 20132, Italy
| | - Raffaella Milani
- Cytometry Laboratory, San Raffaele Scientific Institute, Milan, Italy
| | - Maddalena Migliavacca
- San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), San Raffaele Scientific Institute, Milan, 20132, Italy.,San Raffaele Scientific Institute, Pediatric Immunohematology and Bone Marrow Transplantation Unit, Milan, Italy
| | - Attilio Rovelli
- BMT Unit, Pediatric Department, Milano-Bicocca University, MBBM Foundation, Monza, Italy
| | - Maria Ester Bernardo
- San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), San Raffaele Scientific Institute, Milan, 20132, Italy.,San Raffaele Scientific Institute, Pediatric Immunohematology and Bone Marrow Transplantation Unit, Milan, Italy
| | - Fabio Ciceri
- San Raffaele Scientific Institute, Hematology and Bone Marrow Transplantation Unit, Milan, Italy
| | - Alessandro Aiuti
- San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), San Raffaele Scientific Institute, Milan, 20132, Italy.,San Raffaele Scientific Institute, Pediatric Immunohematology and Bone Marrow Transplantation Unit, Milan, Italy.,Vita Salute San Raffaele University, Milan, Italy
| | - Luca Biasco
- San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), San Raffaele Scientific Institute, Milan, 20132, Italy
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McKinley ET, Sui Y, Al-Kofahi Y, Millis BA, Tyska MJ, Roland JT, Santamaria-Pang A, Ohland CL, Jobin C, Franklin JL, Lau KS, Gerdes MJ, Coffey RJ. Optimized multiplex immunofluorescence single-cell analysis reveals tuft cell heterogeneity. JCI Insight 2017; 2:93487. [PMID: 28570279 DOI: 10.1172/jci.insight.93487] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 04/27/2017] [Indexed: 12/17/2022] Open
Abstract
Intestinal tuft cells are a rare, poorly understood cell type recently shown to be a critical mediator of type 2 immune response to helminth infection. Here, we present advances in segmentation algorithms and analytical tools for multiplex immunofluorescence (MxIF), a platform that enables iterative staining of over 60 antibodies on a single tissue section. These refinements have enabled a comprehensive analysis of tuft cell number, distribution, and protein expression profiles as a function of anatomical location and physiological perturbations. Based solely on DCLK1 immunoreactivity, tuft cell numbers were similar throughout the mouse small intestine and colon. However, multiple subsets of tuft cells were uncovered when protein coexpression signatures were examined, including two new intestinal tuft cell markers, Hopx and EGFR phosphotyrosine 1068. Furthermore, we identified dynamic changes in tuft cell number, composition, and protein expression associated with fasting and refeeding and after introduction of microbiota to germ-free mice. These studies provide a foundational framework for future studies of intestinal tuft cell regulation and demonstrate the utility of our improved MxIF computational methods and workflow for understanding cellular heterogeneity in complex tissues in normal and disease states.
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Affiliation(s)
- Eliot T McKinley
- Epithelial Biology Center and.,Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Yunxia Sui
- General Electric Global Research Center, Niskayuna, New York, USA
| | - Yousef Al-Kofahi
- General Electric Global Research Center, Niskayuna, New York, USA
| | - Bryan A Millis
- Department of Cell and Developmental Biology.,Cell Imaging Shared Resource, and
| | - Matthew J Tyska
- Epithelial Biology Center and.,Department of Cell and Developmental Biology
| | - Joseph T Roland
- Epithelial Biology Center and.,Department of Surgery, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | | | | | - Christian Jobin
- Department of Medicine.,Department of Infectious Diseases and Pathology, and.,Department of Anatomy and Cell Physiology, University of Florida, Gainesville, Florida, USA
| | - Jeffrey L Franklin
- Epithelial Biology Center and.,Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Cell and Developmental Biology.,Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, Tennessee, USA
| | - Ken S Lau
- Epithelial Biology Center and.,Department of Cell and Developmental Biology
| | - Michael J Gerdes
- General Electric Global Research Center, Niskayuna, New York, USA
| | - Robert J Coffey
- Epithelial Biology Center and.,Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Cell and Developmental Biology.,Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, Tennessee, USA
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Kimura T, Nakamura N, Umeda K, Hashimoto Y, Kishida A. Capture and release of cells using a temperature-responsive surface that immobilizes an antibody through DNA duplex formation. JOURNAL OF BIOMATERIALS SCIENCE-POLYMER EDITION 2017; 28:1172-1182. [PMID: 28322120 DOI: 10.1080/09205063.2017.1309124] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
We synthesized a temperature-responsive surface that immobilized an antibody via DNA duplex formation for selective capture and release of target cells. Polyethylene films were modified by grafting poly(N-isopropylacrylamide-co-acrylic acid) (P(NIPAAm-co-AAc)), which were prepared at various ratios of NIPAAm/AAc. The increased hydrophilicity of P(NIPAAm-co-PAA) film with decreased temperature was confirmed by water contact angle measurement. Single strand DNA (20mer) was chemically immobilized on the surface and then antibody (anti-mouse CD45, mCD45) modified with the complementary single strand DNA was immobilized on the surface through DNA duplex formation. The mCD45 antibody immobilization was confirmed by immunostaining. HeLa cells (mCD45 negative) and mouse bone marrow (BM) cells (mCD45 positive) were adhered on the surfaces at 37 °C. Although HeLa cells were detached by 4 °C incubation, BM cells were still adhered on the surface and then the adhered cells were released by DNase treatment. From these results, it was suggested that cells could be selectively captured and collected by using a film having surface that immobilizes an antibody via DNA duplex formation.
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Affiliation(s)
- Tsuyoshi Kimura
- a Institute of Biomaterials and Bioengineering , Tokyo Medical and Dental University , Tokyo , Japan
| | - Naoko Nakamura
- a Institute of Biomaterials and Bioengineering , Tokyo Medical and Dental University , Tokyo , Japan
| | - Kanji Umeda
- a Institute of Biomaterials and Bioengineering , Tokyo Medical and Dental University , Tokyo , Japan
| | - Yoshihide Hashimoto
- a Institute of Biomaterials and Bioengineering , Tokyo Medical and Dental University , Tokyo , Japan
| | - Akio Kishida
- a Institute of Biomaterials and Bioengineering , Tokyo Medical and Dental University , Tokyo , Japan
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40
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Standardized and flexible eight colour flow cytometry panels harmonized between different laboratories to study human NK cell phenotype and function. Sci Rep 2017; 7:43873. [PMID: 28281564 PMCID: PMC5345017 DOI: 10.1038/srep43873] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2016] [Accepted: 01/24/2017] [Indexed: 12/19/2022] Open
Abstract
Advancements in multi-colour fluorescence activated cell sorting (FACS) panel warrant harmonized procedures to obtain comparable data between various laboratories. The intensifying clinical exploration of Natural Killer (NK) cell-based immunotherapy demands standardized and harmonized NK cell FACS panels and acquisition protocols. Eight colour FACS panels were designed to study human NK cell phenotype and function within peripheral blood mononuclear cells (PBMC). The panels were designed around fixed backbone markers and channels, covering antigens for non-NK lineage exclusion (CD3, TCRγδ, CD19, CD14, SYTOX® Blue) and NK cell selection (CD45, CD56, CD16), complemented with variable drop-in markers/channels to study NK cell phenotype (NKG2A, NKG2C, NKG2D and KIR2D) or NK cell function and activation (CD25, NKp44 and CD107a). Harmonized FACS set-up and data analysis for three different flow cytometers has been established, leading to highly comparable and reproducible data sets using the same PBMC reference samples (n = 6). Further studies of NK cells in fresh or cryopreserved PBMC samples (n = 12) confirmed that freezing and thawing of PBMC samples did not significantly affect NK phenotype or function. In conclusion, our data demonstrate that cryopreserved PBMC samples analysed by standardized FACS panels and harmonized analysis protocols will generate highly reliable data sets for multi-center clinical trials under validated conditions.
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Abstract
In these last few decades the great explosion of the molecular approaches has casted a little shadow on the DNA quantitative analysis. Nevertheless DNA cytochemistry represented a long piece of history in cell biology since the advent of the Feulgen reaction. This discovery was really the milestone of the emerging quantitative cytochemistry, and scientists from all over the world produced a very large literature on this subject. This first era of quantitation (histochemistry followed by cytochemistry) started by means of absorption measurements (histophotometry and cytophotometry). The successive introduction of fluorescence microscopy gave a great boost to quantitation, making easier and faster the determination of cell components by means of cytofluorometry. The development of flow cytometry further contributed to the importance of quantitative cytochemistry. At its beginning, the mission of flow cytometry was still DNA quantitation. For a decade the Feulgen reaction had been the reference methodology for both conventional and flow cytofluorometry; the advent of Shiff-type reagents contributed to expand the variety of possible fluorochromes excitable in the entire visible spectrum as well as in the ultraviolet region. The fluorescence scenario was progressively enriched by new probes among which are the intercalating dyes which made DNA quantitation simple and fast, thus spreading it worldwide. The final explosion of cytofluorometry was made possible by the availability of a large variety of probes directly binding DNA structure. In addition, immunofluorescence allowed to correlate the cell cycle-related DNA content to other cell markers. In the clinical application of flow cytometry, this promoted the introduction of multiparametric analyses aimed at describing the cytokinetic characteristics of a given cell subpopulation defined by a specific immunophenotype setting.
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Affiliation(s)
- Giuliano Mazzini
- Institute of Molecular Genetics, CNR, Via Abbiategrasso 207, 27100, Pavia, Italy. .,Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy.
| | - Marco Danova
- Department of Medicine, Azienda Socio-Sanitaria Territoriale of Pavia, Pavia, Italy
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42
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Multiplexed imaging of intracellular protein networks. Cytometry A 2016; 89:761-75. [DOI: 10.1002/cyto.a.22876] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Revised: 04/21/2016] [Accepted: 04/26/2016] [Indexed: 12/19/2022]
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43
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Lyons J, Herring CA, Banerjee A, Simmons AJ, Lau KS. Multiscale analysis of the murine intestine for modeling human diseases. Integr Biol (Camb) 2016; 7:740-57. [PMID: 26040649 DOI: 10.1039/c5ib00030k] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
When functioning properly, the intestine is one of the key interfaces between the human body and its environment. It is responsible for extracting nutrients from our food and excreting our waste products. It provides an environment for a host of healthful microbes and serves as a first defense against pathogenic ones. These processes require tight homeostatic controls, which are provided by the interactions of a complex mix of epithelial, stromal, neural and immune cells, as well as the resident microflora. This homeostasis can be disrupted by invasive microbes, genetic lesions, and carcinogens, resulting in diseases such Clostridium difficile infection, inflammatory bowel disease (IBD) and cancer. Enormous strides have been made in understanding how this important organ functions in health and disease using everything from cell culture systems to animal models to human tissue samples. This has resulted in better therapies for all of these diseases, but there is still significant room for improvement. In the United States alone, 14,000 people per year die of C. difficile, up to 1.6 million people suffer from IBD, and more than 50,000 people die every year from colon cancer. Because these and other intestinal diseases arise from complex interactions between the different components of the gut ecosystem, we propose that systems approaches that address this complexity in an integrative manner may eventually lead to improved therapeutics that deliver lasting cures. This review will discuss the use of systems biology for studying intestinal diseases in vivo with particular emphasis on mouse models. Additionally, it will focus on established experimental techniques that have been used to drive this systems-level analysis, and emerging techniques that will push this field forward in the future.
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Affiliation(s)
- Jesse Lyons
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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44
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Simmons AJ, Banerjee A, McKinley ET, Scurrah CR, Herring CA, Gewin LS, Masuzaki R, Karp SJ, Franklin JL, Gerdes MJ, Irish JM, Coffey RJ, Lau KS. Cytometry-based single-cell analysis of intact epithelial signaling reveals MAPK activation divergent from TNF-α-induced apoptosis in vivo. Mol Syst Biol 2015; 11:835. [PMID: 26519361 PMCID: PMC4631206 DOI: 10.15252/msb.20156282] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Understanding heterogeneous cellular behaviors in a complex tissue requires the evaluation of signaling networks at single-cell resolution. However, probing signaling in epithelial tissues using cytometry-based single-cell analysis has been confounded by the necessity of single-cell dissociation, where disrupting cell-to-cell connections inherently perturbs native cell signaling states. Here, we demonstrate a novel strategy (Disaggregation for Intracellular Signaling in Single Epithelial Cells from Tissue-DISSECT) that preserves native signaling for Cytometry Time-of-Flight (CyTOF) and fluorescent flow cytometry applications. A 21-plex CyTOF analysis encompassing core signaling and cell-identity markers was performed on the small intestinal epithelium after systemic tumor necrosis factor-alpha (TNF-α) stimulation. Unsupervised and supervised analyses robustly selected signaling features that identify a unique subset of epithelial cells that are sensitized to TNF-α-induced apoptosis in the seemingly homogeneous enterocyte population. Specifically, p-ERK and apoptosis are divergently regulated in neighboring enterocytes within the epithelium, suggesting a mechanism of contact-dependent survival. Our novel single-cell approach can broadly be applied, using both CyTOF and multi-parameter flow cytometry, for investigating normal and diseased cell states in a wide range of epithelial tissues.
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Affiliation(s)
- Alan J Simmons
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Amrita Banerjee
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Eliot T McKinley
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Cherie' R Scurrah
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Charles A Herring
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Chemical and Physical Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Leslie S Gewin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN, USA
| | - Ryota Masuzaki
- The Transplant Center and Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Seth J Karp
- The Transplant Center and Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jeffrey L Franklin
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Jonathan M Irish
- Departments of Cancer Biology, and Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Robert J Coffey
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN, USA
| | - Ken S Lau
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA Department of Chemical and Physical Biology, Vanderbilt University Medical Center, Nashville, TN, USA
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45
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Multidimensional Clusters of CD4+ T Cell Dysfunction Are Primarily Associated with the CD4/CD8 Ratio in Chronic HIV Infection. PLoS One 2015; 10:e0137635. [PMID: 26402620 PMCID: PMC4581870 DOI: 10.1371/journal.pone.0137635] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Accepted: 07/30/2015] [Indexed: 02/07/2023] Open
Abstract
HIV infection provokes a myriad of pathological effects on the immune system where many markers of CD4+ T cell dysfunction have been identified. However, most studies to date have focused on single/double measurements of immune dysfunction, while the identification of pathological CD4+ T cell clusters that is highly associated to a specific biomarker for HIV disease remain less studied. Here, multi-parametric flow cytometry was used to investigate immune activation, exhaustion, and senescence of diverse maturation phenotypes of CD4+ T cells. The traditional method of manual data analysis was compared to a multidimensional clustering tool, FLOw Clustering with K (FLOCK) in two cohorts of 47 untreated HIV-infected individuals and 21 age and sex matched healthy controls. In order to reduce the subjectivity of FLOCK, we developed an "artificial reference", using 2% of all CD4+ gated T cells from each of the HIV-infected individuals. Principle component analyses demonstrated that using an artificial reference lead to a better separation of the HIV-infected individuals from the healthy controls as compared to using a single HIV-infected subject as a reference or analyzing data manually. Multiple correlation analyses between laboratory parameters and pathological CD4+ clusters revealed that the CD4/CD8 ratio was the preeminent surrogate marker of CD4+ T cells dysfunction using all three methods. Increased frequencies of an early-differentiated CD4+ T cell cluster with high CD38, HLA-DR and PD-1 expression were best correlated (Rho = -0.80, P value = 1.96×10-11) with HIV disease progression as measured by the CD4/CD8 ratio. The novel approach described here can be used to identify cell clusters that distinguish healthy from HIV infected subjects and is biologically relevant for HIV disease progression. These results further emphasize that a simple measurement of the CD4/CD8 ratio is a useful biomarker for assessment of combined CD4+ T cell dysfunction in chronic HIV disease.
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46
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Filipova J, Rihova L, Vsianska P, Kufova Z, Kryukova E, Kryukov F, Hajek R. Flow cytometry in immunoglobulin light chain amyloidosis: Short review. Leuk Res 2015; 39:S0145-2126(15)30345-3. [PMID: 26422558 DOI: 10.1016/j.leukres.2015.07.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Revised: 07/06/2015] [Accepted: 07/09/2015] [Indexed: 01/19/2023]
Abstract
Flow cytometry (FCM) has found its application in clinical diagnosis and evaluation of monoclonal gammopathies (MG). Although, research has been mainly focused on multiple myeloma (MM), nowadays FCM becomes to be potential tool in the field of AL amyloidosis. Clonal plasma cells identification and specific phenotype profile detection is important for diagnosis, monitoring and prognosis of AL amyloidosis. Therefore, FCM could be a perspective method for study not only MM but also AL amyloidosis. This review provides an overview and possibilities of FCM application in AL amyloidosis.
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Affiliation(s)
- Jana Filipova
- Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic; Faculty of Science, University of Ostrava, Ostrava, Czech Republic.
| | - Lucie Rihova
- Department of Clinical Hematology, University Hospital Brno, Brno, Czech Republic; Babak Myeloma Group, Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Pavla Vsianska
- Department of Clinical Hematology, University Hospital Brno, Brno, Czech Republic; Babak Myeloma Group, Department of Pathological Physiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Zuzana Kufova
- Department of Haematooncology, University Hospital Ostrava and Faculty of Medicine OU, Ostrava, Czech Republic
| | - Elena Kryukova
- Department of Haematooncology, University Hospital Ostrava and Faculty of Medicine OU, Ostrava, Czech Republic
| | - Fedor Kryukov
- Department of Haematooncology, University Hospital Ostrava and Faculty of Medicine OU, Ostrava, Czech Republic
| | - Roman Hajek
- Department of Haematooncology, University Hospital Ostrava and Faculty of Medicine OU, Ostrava, Czech Republic.
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47
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Kang SK, Park G, Kim K, Hwang SW, Cheng H, Shin J, Chung S, Kim M, Yin L, Lee JC, Lee KM, Rogers JA. Dissolution chemistry and biocompatibility of silicon- and germanium-based semiconductors for transient electronics. ACS APPLIED MATERIALS & INTERFACES 2015; 7:9297-9305. [PMID: 25867894 DOI: 10.1021/acsami.5b02526] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Semiconducting materials are central to the development of high-performance electronics that are capable of dissolving completely when immersed in aqueous solutions, groundwater, or biofluids, for applications in temporary biomedical implants, environmentally degradable sensors, and other systems. The results reported here include comprehensive studies of the dissolution by hydrolysis of polycrystalline silicon, amorphous silicon, silicon-germanium, and germanium in aqueous solutions of various pH values and temperatures. In vitro cellular toxicity evaluations demonstrate the biocompatibility of the materials and end products of dissolution, thereby supporting their potential for use in biodegradable electronics. A fully dissolvable thin-film solar cell illustrates the ability to integrate these semiconductors into functional systems.
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Affiliation(s)
| | - Gayoung Park
- §Global Research Laboratory, Department of Biochemistry and Molecular Biology, Korea University College of Medicine, Seoul 136-713, Republic of Korea
- △Department of Biomicrosystem Technology, Korea University, Seoul 136-713, Republic of Korea
| | | | - Suk-Won Hwang
- ∥KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul 136-701, Republic of Korea
| | | | | | | | - Minjin Kim
- ⊥KIER-UNIST Advanced Center for Energy, Korea Institute of Energy Research, Daejeon 305-343, Republic of Korea
| | | | | | - Kyung-Mi Lee
- §Global Research Laboratory, Department of Biochemistry and Molecular Biology, Korea University College of Medicine, Seoul 136-713, Republic of Korea
- #Department of Melanoma Medical Oncology and Immunology, MD Anderson Cancer Center, Houston, Texas 77054, United States
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48
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Székely E, Sallaberry A, Zaidi F, Poncelet P. A graph-based method for detecting rare events: identifying pathologic cells. IEEE COMPUTER GRAPHICS AND APPLICATIONS 2015; 35:65-73. [PMID: 25073165 DOI: 10.1109/mcg.2014.78] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
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49
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Kerstens M, Boulet G, Tritsmans C, Horemans T, Hellings M, Delputte P, Maes L, Cos P. Flow Cytometric Enumeration of Bacteria Using TO-PRO®-3 Iodide as a Single-Stain Viability Dye. ACTA ACUST UNITED AC 2014; 19:555-61. [DOI: 10.1177/2211068214546745] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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50
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Rocha LO, Tralamazza SM, Reis GM, Rabinovitch L, Barbosa CB, Corrêa B. Multi-method approach for characterizing the interaction between Fusarium verticillioides and Bacillus thuringiensis subsp. Kurstaki. PLoS One 2014; 9:e92189. [PMID: 24739804 PMCID: PMC3989188 DOI: 10.1371/journal.pone.0092189] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2013] [Accepted: 02/20/2014] [Indexed: 12/15/2022] Open
Abstract
Bacterial antagonists used as biocontrol agents represent part of an integrated management program to reduce pesticides in the environment. Bacillus thuringiensis is considered a good alternative as a biocontrol agent for suppressing plant pathogens such as Fusarium. In this study, we used microscopy, flow cytometry, indirect immunofluorescence, and high performance liquid chromatography to determine the interaction between B. thuringiensis subsp. kurstaki LFB-FIOCRUZ (CCGB) 257 and F. verticillioides MRC 826, an important plant pathogen frequently associated with maize. B. thuringiensis showed a strong in vitro suppressive effect on F. verticillioides growth and inhibited fumonisin production. Flow cytometry analysis was found to be adequate for characterizing the fungal cell oscillations and death during these interactions. Further studies of the antagonistic effect of this isolate against other fungi and in vivo testing are necessary to determine the efficacy of B. thuringiensis subsp. kurstaki in controlling plant pathogens. This is the first report on the use of flow cytometry for quantifying living and apoptotic F. verticillioides cells and the B. thuringiensis Cry 1Ab toxin.
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Affiliation(s)
- Liliana O. Rocha
- Department of Microbiology, Laboratory of Mycotoxins and Toxigenic Fungi, University of São Paulo, São Paulo, São Paulo, Brazil
- * E-mail:
| | - Sabina Moser. Tralamazza
- Department of Microbiology, Laboratory of Mycotoxins and Toxigenic Fungi, University of São Paulo, São Paulo, São Paulo, Brazil
| | - Gabriela M. Reis
- Department of Microbiology, Laboratory of Mycotoxins and Toxigenic Fungi, University of São Paulo, São Paulo, São Paulo, Brazil
| | - Leon Rabinovitch
- Department of Bacteriology, Laboratory of Bacterial Physiology, Oswaldo Cruz Institute, FIOCRUZ, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Cynara B. Barbosa
- Department of Microbiology, Laboratory of Mycotoxins and Toxigenic Fungi, University of São Paulo, São Paulo, São Paulo, Brazil
| | - Benedito Corrêa
- Department of Microbiology, Laboratory of Mycotoxins and Toxigenic Fungi, University of São Paulo, São Paulo, São Paulo, Brazil
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