101
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Ivanov DP, Parker TL, Walker DA, Alexander C, Ashford MB, Gellert PR, Garnett MC. In vitro co-culture model of medulloblastoma and human neural stem cells for drug delivery assessment. J Biotechnol 2015; 205:3-13. [PMID: 25592050 DOI: 10.1016/j.jbiotec.2015.01.002] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 12/22/2014] [Accepted: 01/05/2015] [Indexed: 12/20/2022]
Abstract
Physiologically relevant in vitro models can serve as biological analytical platforms for testing novel treatments and drug delivery systems. We describe the first steps in the development of a 3D human brain tumour co-culture model that includes the interplay between normal and tumour tissue along with nutrient gradients, cell-cell and cell-matrix interactions. The human medulloblastoma cell line UW228-3 and human foetal brain tissue were marked with two supravital fluorescent dyes (CDCFDASE, Celltrace Violet) and cultured together in ultra-low attachment 96-well plates to form reproducible single co-culture spheroids (d = 600 μm, CV% = 10%). Spheroids were treated with model cytotoxic drug etoposide (0.3-100 μM) and the viability of normal and tumour tissue quantified separately using flow cytometry and multiphoton microscopy. Etoposide levels of 10 μM were found to maximise toxicity to tumours (6.5% viability) while stem cells maintained a surviving fraction of 40%. The flexible cell marking procedure and high-throughput compatible protocol make this platform highly transferable to other cell types, primary tissues and personalised screening programs. The model's key anticipated use is for screening and assessment of drug delivery strategies to target brain tumours, and is ready for further developments, e.g. differentiation of stem cells to a range of cell types and more extensive biological validation.
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Affiliation(s)
- Delyan P Ivanov
- School of Pharmacy, University of Nottingham, Nottingham, UK.
| | - Terry L Parker
- Medical School, Queens Medical Centre, University of Nottingham, Nottingham, UK.
| | - David A Walker
- Children's Brain Tumour Research Centre, Queens Medical Centre, University of Nottingham, Nottingham, UK.
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102
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Menon V, Thomas R, Ghale AR, Reinhard C, Pruszak J. Flow cytometry protocols for surface and intracellular antigen analyses of neural cell types. J Vis Exp 2014:52241. [PMID: 25549236 PMCID: PMC4396953 DOI: 10.3791/52241] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Flow cytometry has been extensively used to define cell populations in immunology, hematology and oncology. Here, we provide a detailed description of protocols for flow cytometric analysis of the cluster of differentiation (CD) surface antigens and intracellular antigens in neural cell types. Our step-by-step description of the methodological procedures include: the harvesting of neural in vitro cultures, an optional carboxyfluorescein succinimidyl ester (CFSE)-labeling step, followed by surface antigen staining with conjugated CD antibodies (e.g., CD24, CD54), and subsequent intracellar antigen detection via primary/secondary antibodies or fluorescently labeled Fab fragments (Zenon labeling). The video demonstrates the most critical steps. Moreover, principles of experimental planning, the inclusion of critical controls, and fundamentals of flow cytometric analysis (identification of target population and exclusion of debris; gating strategy; compensation for spectral overlap) are briefly explained in order to enable neurobiologists with limited prior knowledge or specific training in flow cytometry to assess its utility and to better exploit this powerful methodology.
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Affiliation(s)
- Vishal Menon
- Emmy Noether-Group for Stem Cell Biology, Department of Molecular Embryology, Institute of Anatomy and Cell Biology, University of Freiburg
| | - Ria Thomas
- Emmy Noether-Group for Stem Cell Biology, Department of Molecular Embryology, Institute of Anatomy and Cell Biology, University of Freiburg; Spemann Graduate School of Biology and Medicine and Faculty of Biology, University of Freiburg
| | - Arun R Ghale
- Emmy Noether-Group for Stem Cell Biology, Department of Molecular Embryology, Institute of Anatomy and Cell Biology, University of Freiburg; School of Life Sciences, Keele University
| | - Christina Reinhard
- Emmy Noether-Group for Stem Cell Biology, Department of Molecular Embryology, Institute of Anatomy and Cell Biology, University of Freiburg
| | - Jan Pruszak
- Emmy Noether-Group for Stem Cell Biology, Department of Molecular Embryology, Institute of Anatomy and Cell Biology, University of Freiburg; Center for Biological Signaling Studies (BIOSS), University of Freiburg;
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103
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Singh K, Stempora L, Harvey RD, Kirk AD, Larsen CP, Blazar BR, Kean LS. Superiority of rapamycin over tacrolimus in preserving nonhuman primate Treg half-life and phenotype after adoptive transfer. Am J Transplant 2014; 14:2691-703. [PMID: 25359003 PMCID: PMC4236286 DOI: 10.1111/ajt.12934] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Revised: 05/22/2014] [Accepted: 06/05/2014] [Indexed: 01/25/2023]
Abstract
Many critical issues remain concerning how best to deploy adoptive regulatory T cell (Treg) immunotherapy to the clinic. These include a determination of their pharmacokinetic characteristics, their optimal dose, their phenotypic stability and the best therapies with which to pair Tregs. By performing a CFSE-labeled autologous Treg pulse experiment, we determined that the accessible peripheral blood Treg pool in rhesus macaques is quite large (75 ± 11 × 10(6) Tregs/kg). Pharmacokinetic analysis revealed that Tregs have two phases of elimination: an α phase, with a T1/2 in the peripheral blood of 32.4 ± 11.3 h and a β phase with a T1/2 of 120.4 ± 19.7 h. In addition to their short initial half-life, Tregs underwent rapid phenotypic shifts after infusion, with significant loss of both CD25 and FoxP3 by day +6. While tacrolimus stabilized CD25 expression, it did not improve T1/2 , nor mitigate the loss of FoxP3. In contrast, rapamycin significantly stabilized both CD25 and FoxP3, and supported an increased half-life, with an α phase of 67.7 ± 6.9 h and a β phase of 252.1 ± 54.9 h. These results suggest that rapamycin may be a necessary addition to Treg immunotherapy, and that tacrolimus may be deleterious to Treg integrity posttransfer.
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Affiliation(s)
- K Singh
- Department of Surgery, The Emory Transplant Center, Emory University School of Medicine, Atlanta, GA
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104
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Liang Y, Xu W, Han B, Li N, Zhao W, Liu W. Tissue-engineered membrane based on chitosan for repair of mechanically damaged corneal epithelium. JOURNAL OF MATERIALS SCIENCE. MATERIALS IN MEDICINE 2014; 25:2163-2171. [PMID: 24948373 DOI: 10.1007/s10856-014-5248-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2013] [Accepted: 05/26/2014] [Indexed: 06/03/2023]
Abstract
In this study, hydroxyethyl chitosan (HECTS), a water-soluble derivative of chitosan, was used to create a blend membrane and its function and application as a scaffold in repair of mechanically damaged corneal epethelia were examined. The results showed that HECTS significantly promoted growth of corneal epithelial cells (CEpCs) in vitro and that CEpCs grew well on the HECTS-based blend membrane. Fluorescent imaging showed that CEpCs were interconnected and formed layers on the membrane. After transplanting the CEpCs-seeded membranes onto the damaged corneal epithelium, we found that the epithelium was repaired faster compared with control. The repaired corneal epithelium with the membrane had a more compact structure and a smoother surface than control when observed by histology and scanning electron microscope. These results demonstrate an ability of the tissue-engineered scaffold to speed up the repair of mechanically damaged corneal epithelium.
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Affiliation(s)
- Ye Liang
- Central Laboratory, The Affiliated Hospital of Qingdao University, Qingdao, 266003, China
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105
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Kan A, Hodgkin PD. Mechanisms of cell division as regulators of acute immune response. SYSTEMS AND SYNTHETIC BIOLOGY 2014; 8:215-21. [PMID: 25136383 PMCID: PMC4127173 DOI: 10.1007/s11693-014-9149-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Revised: 04/15/2014] [Accepted: 04/16/2014] [Indexed: 10/25/2022]
Abstract
The acute adaptive immune response is complex, proceeding through phases of activation of quiescent lymphocytes, rapid expansion by cell division and cell differentiation, cessation of division and eventual death of greater than 95 % of the newly generated population. Control of the response is not central but appears to operate as a distributed process where global patterns reliably emerge as a result of collective behaviour of a large number of autonomous cells. In this review, we highlight evidence that competing intracellular timed processes underlie the distribution of individual fates and control cell proliferation, cessation and loss. These principles can be captured in a mathematical model to illustrate consistency with previously published experimentally observed data.
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Affiliation(s)
- Andrey Kan
- />Immunology Division, The Walter and Eliza Hall Institute of Medical Research, 1G Royal Parade, Parkville, VIC 3052 Australia
- />Department of Medical Biology, The University of Melbourne, Parkville, VIC 3010 Australia
| | - Philip D. Hodgkin
- />Immunology Division, The Walter and Eliza Hall Institute of Medical Research, 1G Royal Parade, Parkville, VIC 3052 Australia
- />Department of Medical Biology, The University of Melbourne, Parkville, VIC 3010 Australia
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106
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Wijesundara DK, Ranasinghe C, Jackson RJ, Lidbury BA, Parish CR, Quah BJC. Use of an in vivo FTA assay to assess the magnitude, functional avidity and epitope variant cross-reactivity of T cell responses following HIV-1 recombinant poxvirus vaccination. PLoS One 2014; 9:e105366. [PMID: 25170620 PMCID: PMC4149432 DOI: 10.1371/journal.pone.0105366] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Accepted: 07/18/2014] [Indexed: 01/05/2023] Open
Abstract
Qualitative characteristics of cytotoxic CD8+ T cells (CTLs) are important in measuring the effectiveness of CTLs in controlling HIV-1 infections. Indeed, in recent studies patients who are naturally resistant to HIV-1 infections have been shown to possess CTLs that are of high functional avidity and have a high capacity to recognize HIV epitope variants, when compared to HIV-1 infection progressors. When developing efficacious vaccines, assays that can effectively measure CTL quality specifically in vivo are becoming increasingly important. Here we report the use of a recently developed high-throughput multi-parameter technique, known as the fluorescent target array (FTA) assay, to simultaneously measure CTL killing magnitude, functional avidity and epitope variant cross-reactivity in real time in vivo. In the current study we have applied the FTA assay as a screening tool to assess a large cohort of over 20 different HIV-1 poxvirus vaccination strategies in mice. This screen revealed that heterologous poxvirus prime-boost vaccination regimes (i.e., recombinant fowlpox (FPV)-HIV prime followed by a recombinant vaccinia virus (VV)-HIV booster) were the most effective in generating high quality CTL responses in vivo. In conclusion, we have demonstrated how the FTA assay can be utilized as a cost effective screening tool (by reducing the required number of animals by >100 fold), to evaluate a large range of HIV-1 vaccination strategies in terms of CTL avidity and variant cross-reactivity in an in vivo setting.
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Affiliation(s)
- Danushka K. Wijesundara
- Molecular Mucosal Vaccine Immunology Group, The John Curtin School of Medical Research, The Australian National University, Canberra, Australia
| | - Charani Ranasinghe
- Molecular Mucosal Vaccine Immunology Group, The John Curtin School of Medical Research, The Australian National University, Canberra, Australia
| | - Ronald J. Jackson
- Molecular Mucosal Vaccine Immunology Group, The John Curtin School of Medical Research, The Australian National University, Canberra, Australia
| | - Brett A. Lidbury
- Alternatives to Animals through Bioinformatics Group, Dept Genome Biology, The John Curtin School of Medical Research, The Australian National University, Canberra, Australia
| | - Christopher R. Parish
- Cancer and Vascular Biology Group, Dept Immunology, The John Curtin School of Medical Research, The Australian National University, Canberra, Australia
| | - Benjamin J. C. Quah
- Cancer and Vascular Biology Group, Dept Immunology, The John Curtin School of Medical Research, The Australian National University, Canberra, Australia
- * E-mail:
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107
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Nagaoka M, Hatta Y, Kawaoka Y, Malherbe LP. Antigen signal strength during priming determines effector CD4 T cell function and antigen sensitivity during influenza virus challenge. THE JOURNAL OF IMMUNOLOGY 2014; 193:2812-20. [PMID: 25086170 DOI: 10.4049/jimmunol.1401358] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
TCR signal strength during priming is a key determinant of CD4 T cell activation, but its impact on effector CD4 T functions in vivo remains unclear. In this study, we compare the functionality of CD4 T cell responses induced by peptides displaying varying binding half-lives with MHC class II before and after influenza virus infection. Although significant quantitative and qualitative differences in CD4 T cell responses were observed before infection between mice vaccinated with low- or high-stability peptides, both mice mounted robust early Th1 effector cytokine responses upon influenza challenge. However, only effector CD4 T cells induced by low-stability peptides proliferated and produced IL-17A after influenza challenge. In contrast, effector T cells elicited by higher-stability peptides displayed a terminally differentiated phenotype and divided poorly. This defective proliferation was T cell intrinsic but could not be attributed to a reduced expression of lymph node homing receptors. Instead, we found that CD4 T cells stimulated with higher-stability peptides exhibited decreased responsiveness to low levels of Ag presentation. Our study reveals the critical role of TCR signal strength during priming for the function and Ag sensitivity of effector CD4 T cells during viral challenge.
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Affiliation(s)
- Mika Nagaoka
- BloodCenter of Wisconsin, Blood Research Institute, Milwaukee, WI 53226; Department of Microbiology and Molecular Genetics, Medical College of Wisconsin, Milwaukee, WI 53226
| | - Yasuko Hatta
- Department of Pathobiological Sciences, Influenza Research Institute, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53711; FluGen, Madison, WI 53711; and
| | - Yoshihiro Kawaoka
- Department of Pathobiological Sciences, Influenza Research Institute, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53711; Division of Virology, Department of Microbiology and Immunology, University of Tokyo, Tokyo 108-8639, Japan
| | - Laurent P Malherbe
- BloodCenter of Wisconsin, Blood Research Institute, Milwaukee, WI 53226; Department of Microbiology and Molecular Genetics, Medical College of Wisconsin, Milwaukee, WI 53226;
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108
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Quah BJC, Wijesundara DK, Ranasinghe C, Parish CR. The use of fluorescent target arrays for assessment of T cell responses in vivo. J Vis Exp 2014:e51627. [PMID: 24998253 DOI: 10.3791/51627] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
The ability to monitor T cell responses in vivo is important for the development of our understanding of the immune response and the design of immunotherapies. Here we describe the use of fluorescent target array (FTA) technology, which utilizes vital dyes such as carboxyfluorescein succinimidyl ester (CFSE), violet laser excitable dyes (CellTrace Violet: CTV) and red laser excitable dyes (Cell Proliferation Dye eFluor 670: CPD) to combinatorially label mouse lymphocytes into > 250 discernable fluorescent cell clusters. Cell clusters within these FTAs can be pulsed with major histocompatibility (MHC) class-I and MHC class-II binding peptides and thereby act as target cells for CD8(+) and CD4(+) T cells, respectively. These FTA cells remain viable and fully functional, and can therefore be administered into mice to allow assessment of CD8(+) T cell-mediated killing of FTA target cells and CD4(+) T cell-meditated help of FTA B cell target cells in real time in vivo by flow cytometry. Since > 250 target cells can be assessed at once, the technique allows the monitoring of T cell responses against several antigen epitopes at several concentrations and in multiple replicates. As such, the technique can measure T cell responses at both a quantitative (e.g. the cumulative magnitude of the response) and a qualitative (e.g. functional avidity and epitope-cross reactivity of the response) level. Herein, we describe how these FTAs are constructed and give an example of how they can be applied to assess T cell responses induced by a recombinant pox virus vaccine.
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Affiliation(s)
- Benjamin J C Quah
- Department of Immunology, John Curtin School of Medical Research, Australian National University;
| | - Danushka K Wijesundara
- Department of Immunology, John Curtin School of Medical Research, Australian National University
| | - Charani Ranasinghe
- Department of Immunology, John Curtin School of Medical Research, Australian National University
| | - Christopher R Parish
- Department of Immunology, John Curtin School of Medical Research, Australian National University
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109
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Rambaldi D, Pece S, Di Fiore PP. flowFit: a Bioconductor package to estimate proliferation in cell-tracking dye studies. ACTA ACUST UNITED AC 2014; 30:2060-5. [PMID: 24681909 DOI: 10.1093/bioinformatics/btu127] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
SUMMARY Herein we introduce flowFit, a Bioconductor package designed to perform quantitative analysis of cell proliferation in tracking dye-based experiments. The software, distributed as an R Bioconductor library, is based on a mathematical model that takes into account the height of each peak, the size and position of the parental population (labeled but not proliferating) and the estimated distance between the brightness of a cell and the brightness of its daughter (in which the dye is assumed to undergo a 2-fold dilution). Although the algorithm does not make any inference on cell types, rates of cell divisions or rates of cell death, it deconvolutes the actual collected data into a set of peaks, whereby each peak corresponds to a subpopulation of cells that have divided N times. We validated flowFit by retrospective analysis of published proliferation-tracking experiments and demonstrated that the algorithm predicts the same percentage of cells/generation either in samples with discernible peaks (in which the peaks are visible in the collected raw data) or in samples with non-discernible peaks (in which the peaks are fused together). To the best of our knowledge, flowFit represents the first open-source algorithm in its category and might be applied to numerous areas of cell biology in which quantitative deconvolution of tracking dye-based experiments is desired, including stem cell research. AVAILABILITY AND IMPLEMENTATION http://www.bioconductor.org/packages/devel/bioc/html/flowFit.html (Bioconductor software page). http://www.bioconductor.org/packages/2.13/bioc/vignettes/flowFit/inst/doc/HowTo-flowFit.pdf (package vignette). http://rpubs.com/tucano/flowFit (online tutorial).
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Affiliation(s)
- Davide Rambaldi
- Department of Experimental Oncology, Istituto Europeo di Oncologia, 20141 Milan and Dipartimento di Scienze della Salute, Università degli Studi di Milano, 20122 Milan, Italy
| | - Salvatore Pece
- Department of Experimental Oncology, Istituto Europeo di Oncologia, 20141 Milan and Dipartimento di Scienze della Salute, Università degli Studi di Milano, 20122 Milan, ItalyDepartment of Experimental Oncology, Istituto Europeo di Oncologia, 20141 Milan and Dipartimento di Scienze della Salute, Università degli Studi di Milano, 20122 Milan, Italy
| | - Pier Paolo Di Fiore
- Department of Experimental Oncology, Istituto Europeo di Oncologia, 20141 Milan and Dipartimento di Scienze della Salute, Università degli Studi di Milano, 20122 Milan, ItalyDepartment of Experimental Oncology, Istituto Europeo di Oncologia, 20141 Milan and Dipartimento di Scienze della Salute, Università degli Studi di Milano, 20122 Milan, Italy
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110
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Martinez N, Sinedino L, Bisinotto R, Ribeiro E, Gomes G, Lima F, Greco L, Risco C, Galvão K, Taylor-Rodriguez D, Driver J, Thatcher W, Santos J. Effect of induced subclinical hypocalcemia on physiological responses and neutrophil function in dairy cows. J Dairy Sci 2014; 97:874-87. [DOI: 10.3168/jds.2013-7408] [Citation(s) in RCA: 145] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2013] [Accepted: 11/01/2013] [Indexed: 11/19/2022]
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111
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Abstract
Eosinophils migrate from the bone marrow in response to cytokines and chemokines which induce the expression and activation of adhesion receptors. In understanding the recruitment of eosinophils, protocols to identify eosinophil adhesion and receptor expression have been identified. In this summary, the eosinophil peroxidase and fluorescent labeling assays are described as measurements of indirect and direct eosinophil adhesion, respectively. Additional protocols that identify eosinophil receptor expression via immunofluorescent microscopy and flow cytometry are also described.
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Affiliation(s)
- Colleen S Curran
- Department of Cell and Regenerative Biology, University of Wisconsin School of Medicine and Public Health, 1111 Highland Avenue, WIMR II, Room 4528, Madison, WI, 53705, USA,
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112
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Ward ST, Li KK, Curbishley SM. A method for conducting suppression assays using small numbers of tissue-isolated regulatory T cells. MethodsX 2014; 1:168-174. [PMID: 25729646 PMCID: PMC4340526 DOI: 10.1016/j.mex.2014.08.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The suppression assay is a commonly performed assay, measuring the ability of regulatory T cells (Treg) to suppress T cell proliferation. Most frequently, Treg are obtained from the peripheral blood or spleen. Lower yields are obtained by isolation from other tissues, rendering downstream suppression assays challenging to perform. Furthermore, the importance of suppressive subpopulations of Treg favours their isolation by fluorescent-activated cell sorting. Here we describe a method to isolate Treg from human tissues, using colorectal cancer tissue as an example. Treg suppressive capacity was further examined by expression of CCR5 to demonstrate the ability of our method to assess the suppressive capacity of regulatory T cell subsets. To optimise the standard suppression assay to achieve our research aims, the following modifications were made:Treg, isolated from tissues, were sorted directly into a well-plate. Responder T cells, which had been fluorescently-labelled prior to sorting, were added directly into the well-plate. Human Treg Suppression Inspector beads (Miltenyi Biotec Ltd., UK) provided a polyclonal stimulus for proliferation and were added to each well at a bead:lymphocyte ratio of 1:2.
This method quantified the suppression of responder T cell proliferation by small numbers of strictly-defined Treg populations isolated from tissues.
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Affiliation(s)
- Stephen T Ward
- National Institute for Health Research (NIHR) Birmingham Liver Biomedical Research Unit (BRU), University of Birmingham, Vincent Drive, Birmingham B15 2TT, UK ; Queen Elizabeth Hospital Birmingham, Mindelsohn Way, Birmingham B15 2WW, UK
| | - Ka-Kit Li
- National Institute for Health Research (NIHR) Birmingham Liver Biomedical Research Unit (BRU), University of Birmingham, Vincent Drive, Birmingham B15 2TT, UK ; Queen Elizabeth Hospital Birmingham, Mindelsohn Way, Birmingham B15 2WW, UK
| | - Stuart M Curbishley
- National Institute for Health Research (NIHR) Birmingham Liver Biomedical Research Unit (BRU), University of Birmingham, Vincent Drive, Birmingham B15 2TT, UK
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113
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Mathematical models for CFSE labelled lymphocyte dynamics: asymmetry and time-lag in division. J Math Biol 2013; 69:1547-83. [PMID: 24337680 DOI: 10.1007/s00285-013-0741-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2013] [Revised: 11/07/2013] [Indexed: 12/17/2022]
Abstract
Since their invention in 1994, fluorescent dyes such as carboxyfluorescein diacetate succinimidyl ester (CFSE) are used for cell proliferation analysis in flow cytometry. Importantly, the interpretation of such assays relies on the assumption that the label is divided equally between the daughter cells upon cell division. However, recent experimental studies indicate that division of cells is not perfectly symmetric and there is unequal distribution of protein between sister cell pairs. The uneven partition of protein or mass to daughter cells can lead to an overlap in the generations of CFSE-labelled cells with straightforward consequences for the resolution of individual generations. Numerous mathematical models developed so far for the analysis of CFSE proliferation assay incorporate the premise that the CFSE fluorescence intensity is halved in the two daughter cells. Here, we propose a novel modelling approach for the analysis of the CFSE cell proliferation assays which are characterized by poorly resolved peaks of cell generations in flow cytometric histograms. We formulate a mathematical model in the form of a system of delay hyperbolic partial differential equations which provides a good agreement with the CFSE histograms time-series data and allows an analytical treatment. The model is a further generalization of the recently proposed class of division- and label-structured models as it considers an asymmetric cell division. In addition, the basic structure of the cell cycle, i.e. the resting and cycling cell compartments, is taken into account. The model is used to estimate fundamental parameters such as activation rate, duration of the cell cycle, apoptosis rate, CFSE decay rate and asymmetry factor in cell division of monoclonal T cells during cognate interaction with dendritic cells.
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114
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Begum J, Day W, Henderson C, Purewal S, Cerveira J, Summers H, Rees P, Davies D, Filby A. A method for evaluating the use of fluorescent dyes to track proliferation in cell lines by dye dilution. Cytometry A 2013; 83:1085-95. [PMID: 24166880 DOI: 10.1002/cyto.a.22403] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Labeling nonquiescent cells with carboxyfluorescein succinimidyl ester (CFSE)-like dyes gives rise to a population width exceeding the threshold for resolving division peaks by flow cytometry. Width is a function of biological heterogeneity plus extrinsic and intrinsic error sources associated with the measurement process. Optimal cytometer performance minimizes extrinsic error, but reducing intrinsic error to the point of facilitating peak resolution requires careful fluorochrome selection and fluorescent cell sorting. In this study, we labeled the Jurkat and A549 cell lines with CFSE, CellTraceViolet (CTV), and eFluor 670 proliferation dye (EPD) to test if we could resolve division peaks in culture after reducing the labeled input widths by cell sorting. Reanalysis of the sorted populations to ascertain the level of reduction achieved always led to widths exceeding the gated limits due to the contribution of errors. Measuring detector-specific extrinsic error by sorting uniform fluorescent particles with similar spectral properties to the tracking dyes allowed us to determine the intrinsic error for each dye and cell type using a simple mathematical approach. We found that cell intrinsic error ultimately dictated whether we could resolve division peaks, and that as this increased, the required sort gate width to resolve any division peaks decreased to the point whereby issues with yield made A549 unsuitable for this approach. Finally, attempts to improve yields by setting two concurrent sort gates on the fluorescence distribution enriched for cells in different stages of the cell cycle that had nonequivalent proliferative properties in culture and thus should be practiced with caution.
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Affiliation(s)
- Julfa Begum
- FACS Laboratory, London Research Institute, Cancer Research UK, London, WC2A 3LY, United Kingdom
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115
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Bocharov G, Luzyanina T, Cupovic J, Ludewig B. Asymmetry of Cell Division in CFSE-Based Lymphocyte Proliferation Analysis. Front Immunol 2013; 4:264. [PMID: 24032033 PMCID: PMC3759284 DOI: 10.3389/fimmu.2013.00264] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 08/19/2013] [Indexed: 12/31/2022] Open
Abstract
Flow cytometry-based analysis of lymphocyte division using carboxyfluorescein succinimidyl ester (CFSE) dye dilution permits acquisition of data describing cellular proliferation and differentiation. For example, CFSE histogram data enable quantitative insight into cellular turnover rates by applying mathematical models and parameter estimation techniques. Several mathematical models have been developed using different types of deterministic or stochastic approaches. However, analysis of CFSE proliferation assays is based on the premise that the label is halved in the two daughter cells. Importantly, asymmetry of protein distribution in lymphocyte division is a basic biological feature of cell division with the degree of the asymmetry depending on various factors. Here, we review the recent literature on asymmetric lymphocyte division and CFSE-based lymphocyte proliferation analysis. We suggest that division- and label-structured mathematical models describing CFSE-based cell proliferation should take into account asymmetry and time-lag in cell proliferation. Utilization of improved modeling algorithms will permit straightforward quantification of essential parameters describing the performance of activated lymphocytes.
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Affiliation(s)
- Gennady Bocharov
- Institute of Numerical Mathematics, Russian Academy of Sciences , Moscow , Russia
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116
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Banks HT, Choi A, Huffman T, Nardini J, Poag L, Thompson WC. Quantifying CFSE Label Decay in Flow Cytometry Data. APPLIED MATHEMATICS LETTERS 2013; 26:571-577. [PMID: 23526173 PMCID: PMC3601764 DOI: 10.1016/j.aml.2012.12.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
We developed a series of models for the label decay in cell proliferation assays when the intracellular dye carboxyfluorescein succinimidyl ester (CFSE) is used as a staining agent. Data collected from two healthy patients were used to validate the models and to compare the models with the Akiake Information Criteria. The distinguishing features of multiple decay rates in the data are readily characterized and explained via time dependent decay models such as the logistic and Gompertz models.
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Affiliation(s)
- H T Banks
- Center for Research in Scientific Computation, Center for Quantitative Sciences in Biomedicine, North Carolina State University, Raleigh, NC
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Lyons AB, Blake SJ, Doherty KV. Flow cytometric analysis of cell division by dilution of CFSE and related dyes. CURRENT PROTOCOLS IN CYTOMETRY 2013; Chapter 9:9.11.1-9.11.12. [PMID: 23546777 DOI: 10.1002/0471142956.cy0911s64] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
The technique described in this unit uses the intracellular fluorescent label carboxyfluorescein diacetate succinimidyl ester (CFSE) to track proliferating cells. Covalently bound CFSE is divided equally between daughter cells, allowing discrimination of successive rounds of cell division. The technique is applicable to in vitro cell division, as well as to in vivo division of adoptively transferred cells and can resolve eight or more successive generations. CFSE is long lived, permitting analysis for several months after cell transfer, and has the same spectral characteristics as fluorescein, so monoclonal antibodies conjugated to phycoerythrin or other compatible fluorochromes may be used to immunophenotype the dividing cells. In addition, information is given on a second-generation dye, Cell Trace Violet (CTV), excited by 405-nm blue laser light. CTV is chemically related to CFSE, but allows the 488-nm line of the Argon laser to be used for other probes.
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Affiliation(s)
- A Bruce Lyons
- School of Medicine, The University of Tasmania, Hobart, Tasmania, Australia
| | - Stephen J Blake
- Diamantina Institute, The University of Queensland, Brisbane, Queensland, Australia
| | - Kathleen V Doherty
- Faculty of Health Science, The University of Tasmania, Hobart, Tasmania, Australia
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Banks HT, Kapraun DF, Thompson WC, Peligero C, Argilaguet J, Meyerhans A. A novel statistical analysis and interpretation of flow cytometry data. JOURNAL OF BIOLOGICAL DYNAMICS 2013; 7:96-132. [PMID: 23826744 PMCID: PMC3753657 DOI: 10.1080/17513758.2013.812753] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
A recently developed class of models incorporating the cyton model of population generation structure into a conservation-based model of intracellular label dynamics is reviewed. Statistical aspects of the data collection process are quantified and incorporated into a parameter estimation scheme. This scheme is then applied to experimental data for PHA-stimulated CD4+T and CD8+T cells collected from two healthy donors. This novel mathematical and statistical framework is shown to form the basis for accurate, meaningful analysis of cellular behaviour for a population of cells labelled with the dye carboxyfluorescein succinimidyl ester and stimulated to divide.
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Affiliation(s)
- H T Banks
- Center for Research in Scientific Computation and Center for Quantitative Sciences in Biomedicine, North Carolina State University, Raleigh, NC 27695-8212, USA.
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Austin WR, Armijo AL, Campbell DO, Singh AS, Hsieh T, Nathanson D, Herschman HR, Phelps ME, Witte ON, Czernin J, Radu CG. Nucleoside salvage pathway kinases regulate hematopoiesis by linking nucleotide metabolism with replication stress. ACTA ACUST UNITED AC 2012; 209:2215-28. [PMID: 23148236 PMCID: PMC3501349 DOI: 10.1084/jem.20121061] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Nucleotide deficiency causes replication stress (RS) and DNA damage in dividing cells. How nucleotide metabolism is regulated in vivo to prevent these deleterious effects remains unknown. In this study, we investigate a functional link between nucleotide deficiency, RS, and the nucleoside salvage pathway (NSP) enzymes deoxycytidine kinase (dCK) and thymidine kinase (TK1). We show that inactivation of dCK in mice depletes deoxycytidine triphosphate (dCTP) pools and induces RS, early S-phase arrest, and DNA damage in erythroid, B lymphoid, and T lymphoid lineages. TK1(-/-) erythroid and B lymphoid lineages also experience nucleotide deficiency but, unlike their dCK(-/-) counterparts, they still sustain DNA replication. Intriguingly, dCTP pool depletion, RS, and hematopoietic defects induced by dCK inactivation are almost completely reversed in a newly generated dCK/TK1 double-knockout (DKO) mouse model. Using NSP-deficient DKO hematopoietic cells, we identify a previously unrecognized biological activity of endogenous thymidine as a strong inducer of RS in vivo through TK1-mediated dCTP pool depletion. We propose a model that explains how TK1 and dCK "tune" dCTP pools to both trigger and resolve RS in vivo. This new model may be exploited therapeutically to induce synthetic sickness/lethality in hematological malignancies, and possibly in other cancers.
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Affiliation(s)
- Wayne R Austin
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, CA, USA
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Quah BJC, Wijesundara DK, Ranasinghe C, Parish CR. Fluorescent target array T helper assay: a multiplex flow cytometry assay to measure antigen-specific CD4+ T cell-mediated B cell help in vivo. J Immunol Methods 2012; 387:181-90. [PMID: 23123200 DOI: 10.1016/j.jim.2012.10.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2012] [Revised: 10/18/2012] [Accepted: 10/22/2012] [Indexed: 12/24/2022]
Abstract
CD4(+) T cells play a central role in regulating the immune response. Their effector function is commonly assessed by their capacity to secrete cytokines detected by ELISPOT and intracellular cytokine staining. However, one aspect of their effector function that is often overlooked is their ability to help activation of cognate B cells directly, a process that is initiated through the engagement of their T cell-receptor (TCR) with cognate peptide presented on major histocompatibility complex class II (MHC-II) molecules by B cells. Here we report a method to monitor CD4(+) T cell-mediated B cell help in vivo using a multiplex high throughput assay. This assay utilizes a fluorescent target array (FTA), which is composed of lymphocytes labeled with numerous (>200) unique fluorescence signatures that can be delineated in a single recipient animal based on combination labeling with the three vital dyes carboxyfluorescein diacetate succinimidyl ester (CFSE), CellTrace Violet (CTV) and Cell Proliferation Dye eFluor 670 (CPD). By pulsing different B cell populations in a FTA with titrated amounts of cognate MHC-II binding peptides, CD4(+) T cell help could be assessed by measuring induction of the B cell activation markers CD69 and CD44 by antibody labeling and flow cytometry. We call this the "FTA T helper assay", and have found it to be a robust and sensitive assay to measure CD4(+) T cell helper activity across a multitude of peptide-pulsed B "target" cells in real time in vivo. Furthermore, the technique can be used simultaneously with the FTA killing assay that measures cytotoxic T cell function, to provide a comprehensive tool for measuring both CD4(+) and CD8(+) T cell activity during an immune response in vivo.
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Affiliation(s)
- Benjamin J C Quah
- Department of Immunology, John Curtin School of Medical Research, Australian National University, Canberra, ACT 2601, Australia.
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Abstract
Although translational research is a rapidly evolving area of biomedical sciences, translational immunologic safety evaluation has so far attracted only very limited attention. Assays and animal models have been developed to identify immunotoxic hazards related to immunosuppression, but less attention has been paid to immunostimulation, hypersensitivity, and autoimmunity. Some of these assays and models are recommended by regulatory bodies, even though it is as yet unsure to what extent they can predict the potential of, or lack of, new chemical entities and drug candidates for inducing significant immunotoxic effects. A translational approach should attempt to standardize and validate those models, assays, and biomarkers that could be used in regulatory non-clinical safety studies as well as clinical studies. Beyond translational immunologic safety, immune monitoring during clinical studies is intended to identify and evaluate potential immune safety issues not seen in non-clinical studies. Based on this overview of the current knowledge, it can be concluded that much remains to be done to conduct translational studies helpful to enhance the immunologic safety of drugs and chemicals.
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Affiliation(s)
- Jacques Descotes
- Poison Center and Pharmacovigilance Department, Lyon University Hospitals, Lyon, France.
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Quah BJC, Wijesundara DK, Ranasinghe C, Parish CR. Fluorescent target array killing assay: A multiplex cytotoxic T-cell assay to measure detailed T-cell antigen specificity and avidity in vivo. Cytometry A 2012; 81:679-90. [DOI: 10.1002/cyto.a.22084] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2012] [Revised: 04/20/2012] [Accepted: 05/23/2012] [Indexed: 11/10/2022]
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Huang XQ, Zhang XY, Wang XR, Yu SY, Fang SH, Lu YB, Zhang WP, Wei EQ. Transforming growth factor β1-induced astrocyte migration is mediated in part by activating 5-lipoxygenase and cysteinyl leukotriene receptor 1. J Neuroinflammation 2012; 9:145. [PMID: 22734808 PMCID: PMC3419068 DOI: 10.1186/1742-2094-9-145] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2012] [Accepted: 05/17/2012] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Transforming growth factor-β 1 (TGF-β 1) is an important regulator of cell migration and plays a role in the scarring response in injured brain. It is also reported that 5-lipoxygenase (5-LOX) and its products, cysteinyl leukotrienes (CysLTs, namely LTC₄, LTD₄ and LTE₄), as well as cysteinyl leukotriene receptor 1 (CysLT₁R) are closely associated with astrocyte proliferation and glial scar formation after brain injury. However, how these molecules act on astrocyte migration, an initial step of the scarring response, is unknown. To clarify this, we determined the roles of 5-LOX and CysLT₁R in TGF-β 1-induced astrocyte migration. METHODS In primary cultures of rat astrocytes, the effects of TGF-β 1 and CysLT receptor agonists on migration and proliferation were assayed, and the expression of 5-LOX, CysLT receptors and TGF-β1 was detected. 5-LOX activation was analyzed by measuring its products (CysLTs) and applying its inhibitor. The role of CysLT₁R was investigated by applying CysLT receptor antagonists and CysLT₁R knockdown by small interfering RNA (siRNA). TGF-β 1 release was assayed as well. RESULTS TGF-β 1-induced astrocyte migration was potentiated by LTD₄, but attenuated by the 5-LOX inhibitor zileuton and the CysLT₁R antagonist montelukast. The non-selective agonist LTD₄ at 0.1 to 10 nM also induced a mild migration; however, the selective agonist N-methyl-LTC₄ and the selective antagonist Bay cysLT2 for CysLT₂R had no effects. Moreover, CysLT₁R siRNA inhibited TGF-β 1- and LTD₄-induced astrocyte migration by down-regulating the expression of this receptor. However, TGF-β 1 and LTD4 at various concentrations did not affect astrocyte proliferation 24 h after exposure. On the other hand, TGF-β 1 increased 5-LOX expression and the production of CysLTs, and up-regulated CysLT1R (not CysLT₂R), while LTD4 and N-methyl-LTC4 did not affect TGF-β 1 expression and release. CONCLUSIONS TGF-β 1-induced astrocyte migration is, at least in part, mediated by enhanced endogenous CysLTs through activating CysLT₁R. These findings indicate that the interaction between the cytokine TGF-β 1 and the pro-inflammatory mediators CysLTs in the regulation of astrocyte function is relevant to glial scar formation.
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Affiliation(s)
- Xue-Qin Huang
- Department of Pharmacology, Key Laboratory of Medical Neurobiology of Ministry of Health of China, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou 310058, China
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