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Gnyawali V, Strohm EM, Wang JZ, Tsai SSH, Kolios MC. Simultaneous acoustic and photoacoustic microfluidic flow cytometry for label-free analysis. Sci Rep 2019; 9:1585. [PMID: 30733497 PMCID: PMC6367457 DOI: 10.1038/s41598-018-37771-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 12/12/2018] [Indexed: 01/05/2023] Open
Abstract
We developed a label-free microfluidic acoustic flow cytometer (AFC) based on interleaved detection of ultrasound backscatter and photoacoustic waves from individual cells and particles flowing through a microfluidic channel. The AFC uses ultra-high frequency ultrasound, which has a center frequency of 375 MHz, corresponding to a wavelength of 4 μm, and a nanosecondpulsed laser, to detect individual cells. We validate the AFC by using it to count different color polystyrene microparticles and comparing the results to data from fluorescence-activated cell sorting (FACS). We also identify and count red and white blood cells in a blood sample using the AFC, and observe an excellent agreement with results obtained from FACS. This new label-free, non-destructive technique enables rapid and multi-parametric studies of individual cells of a large heterogeneous population using parameters such as ultrasound backscatter, optical absorption, and physical properties, for cell counting and sizing in biomedical and diagnostics applications.
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Affiliation(s)
- Vaskar Gnyawali
- Department of Mechanical and Industrial Engineering, Ryerson University, Toronto, Canada
- Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto, Canada
- Keenan Research Centre, St. Michael's Hospital, Toronto, Canada
| | - Eric M Strohm
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada
- Translational Biology and Engineering Program, Ted Rogers Centre for Heart Research, Toronto, Canada
| | - Jun-Zhi Wang
- Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto, Canada
- Keenan Research Centre, St. Michael's Hospital, Toronto, Canada
| | - Scott S H Tsai
- Department of Mechanical and Industrial Engineering, Ryerson University, Toronto, Canada
- Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto, Canada
- Keenan Research Centre, St. Michael's Hospital, Toronto, Canada
| | - Michael C Kolios
- Department of Physics, Ryerson University, Toronto, Canada.
- Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto, Canada.
- Keenan Research Centre, St. Michael's Hospital, Toronto, Canada.
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Pockley AG, Foulds GA, Oughton JA, Kerkvliet NI, Multhoff G. Immune Cell Phenotyping Using Flow Cytometry. ACTA ACUST UNITED AC 2015; 66:18.8.1-18.8.34. [PMID: 26523471 DOI: 10.1002/0471140856.tx1808s66] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Fluorescent immunophenotyping uses fluorescently-conjugated antibodies to identify, characterize and quantify distinct subpopulations of cells within heterogeneous single-cell populations, either in the context of tissue (using fluorescence and imaging microscopy) or in a single-cell suspension (using multiparameter imaging microscopy, imaging cytometry, and/or flow cytometry). Flow cytometry is an optical, laser-based technology which analyzes the physical and fluorescent properties of cells in suspension in real-time as they flow through the instrument. This approach has a number of advantages over other techniques that can be used for characterizing cell populations in single-cell suspensions, in that it can nonsubjectively interrogate up to millions of cells and acquire data on the presence of different cell subpopulations and phenotypical changes within these populations in seconds. This unit describes basic procedures for the direct and indirect immunofluorescent staining of surface and intracellular proteins that are expressed by lymphoid cells which have been isolated from tissues or blood. Protocols for the resolution of dead cells and for the fixation of cells are also included. This unit also provides essential information relating to the selection and titration of antibodies, fluorochrome choice, spectral overlap and compensation, the use of controls, and the standardization of data acquisition and analysis. It also highlights new technologies and platforms that can be used to interrogate the presence of cell subpopulations and their phenotype to an even greater depth.
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Affiliation(s)
- A Graham Pockley
- John van Geest Cancer Research Center, Nottingham Trent University, Nottingham, United Kingdom.,Chromocyte Limited, Electric Works, Sheffield, United Kingdom
| | - Gemma A Foulds
- John van Geest Cancer Research Center, Nottingham Trent University, Nottingham, United Kingdom
| | - Julie A Oughton
- Emeritus, Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon
| | - Nancy I Kerkvliet
- Emeritus, Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon
| | - Gabriele Multhoff
- Department of Radiation Oncology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.,Clinical Cooperation Group "Innate Immunity in Tumor Biology," Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
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Wang JM, Hou X, Adeosun S, Hill R, Henry S, Paul I, Irwin RW, Ou XM, Bigler S, Stockmeier C, Brinton RD, Gomez-Sanchez E. A dominant negative ERβ splice variant determines the effectiveness of early or late estrogen therapy after ovariectomy in rats. PLoS One 2012; 7:e33493. [PMID: 22428062 PMCID: PMC3302771 DOI: 10.1371/journal.pone.0033493] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Accepted: 02/14/2012] [Indexed: 11/18/2022] Open
Abstract
The molecular mechanisms for the discrepancy in outcome of initiating estrogen therapy (ET) around peri-menopause or several years after menopause in women are unknown. We hypothesize that the level of expression of a dominant negative estrogen receptor (ER) β variant, ERβ2, may be a key factor determining the effectiveness of ET in post-menopausal women. We tested this hypothesis in ovariectomized nine month-old (an age when irregular estrous cycles occur) female Sprague Dawley rats. Estradiol treatment was initiated either 6 days (Early ET, analogous to 4 months post-menopause in humans), or 180 days (Late ET, analogous to 11 years post-menopause in humans) after ovariectomy. Although ERβ2 expression increased in all OVX rats, neurogenic and neuroprotective responses to estradiol differed in Early and Late ET. Early ET reduced ERβ2 expression in both hippocampus and white blood cells, increased the hippocampal cell proliferation as assessed by Ki-67 expression, and improved mobility in the forced swim test. Late ET resulted in either no or modest effects on these parameters. There was a close correlation between the degree of ERβ2 expression and the preservation of neural effects by ET after OVX in rats, supporting the hypothesis that persistent elevated levels of ERβ2 are a molecular basis for the diminished effectiveness of ET in late post-menopausal women. The correlation between the expression of ERβ2 in circulating white blood cells and brain cells suggests that ERβ2 expression in peripheral blood cells may be an easily accessible marker to predict the effective window for ET in the brain.
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Affiliation(s)
- Jun Ming Wang
- Department of Pathology, University of Mississippi Medical Center, Jackson, Mississippi, United States of America.
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Diaz-Romero J, Vogt G, Weckbecker G. A small-volume technique for simultaneous immunophenotyping and apoptosis detection in rat whole blood by four-color flow cytometry. CYTOMETRY 2002; 47:265-75. [PMID: 11933017 DOI: 10.1002/cyto.10081] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Cell permeabilization for the detection of intracellular molecules by flow cytometry is usually incompatible with whole blood. This article describes a new technique for the simultaneous detection of surface antigens and DNA content in rat whole blood. METHODS In 20 microl of rat whole blood, DNA staining is obtained by permeabilization of cells using a standard red blood cell lysing reagent (Erythrolyse). Immunophenotyping and apoptosis detection by flow cytometry are achieved by using a combination of three surface markers (CD3, CD4, and CD8alpha) and a DNA binding dye (TO-PRO-3). RESULTS After a 24-h incubation of whole blood with 1 microM dexamethasone, apoptotic lymphocytes were clearly distinguishable from normal lymphocytes by their reduced size and DNA content. The dexamethasone-induced percentage of apoptotic cells was 58.9 +/- 4.6 for CD4+ and 77.4 +/- 2.9 for CD8+ T cells, compared with 12.6 +/- 2.7 for CD4+ and 17.2 +/- 3.5 for CD8+ T cells in the absence of dexamethasone (data from 10 animals with duplicate samples). CONCLUSIONS We have developed a new technique to permeabilize nucleated cells in microsamples of rat whole blood. The methodology allows simultaneous immunophenotyping and apoptosis detection in rat whole blood.
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Affiliation(s)
- Jose Diaz-Romero
- Department of Transplantation, Novartis Pharma AG, Basel, Switzerland
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Affiliation(s)
- R A Hoffman
- BD Biosciences, San Jose, California 95131, USA
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Pockley AG, Nakao M, Fairburn B, Wood RF. Effect of ischemia-reperfusion of the rat small bowel on peripheral blood neutrophil CD11b expression. Transplant Proc 2000; 32:1304. [PMID: 10995958 DOI: 10.1016/s0041-1345(00)01236-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- A G Pockley
- Division of Clinical Sciences (NGH), Clinical Sciences Centre, Northern General Hospital, Sheffield, United Kingdom
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Bowles MJ, Pockley AG, Wood RFM. Effect of anti-CD4 monoclonal antibody administration on rat small bowel allograft survival and circulating leukocyte populations. Transpl Int 2000. [DOI: 10.1111/j.1432-2277.2000.tb01069.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Bowles MJ, Pockley AG, Wood RF. Effect of anti-LFA-1 monoclonal antibody on rat small bowel allograft survival and circulating leukocyte populations. Transpl Immunol 2000; 8:75-80. [PMID: 10834613 DOI: 10.1016/s0966-3274(00)00007-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Anti-LFA-1 monoclonal antibodies (mAb) prolong graft survival in several animal models. This study assessed the effect of an anti-LFA-1 mAb (WT.1) on small bowel allograft rejection, circulating leukocyte subsets and in vivo target cell antigen blockade. Heterotopic small bowel transplantation was performed between PVG donor and DA recipient rats. Transplanted animals received 1 mg/kg per day WT.1 on days -1, 0 (day of transplantation) and 1. Three doses of WT.1 were also administered to a group of untransplanted animals to monitor circulating leukocyte populations and in vivo binding. WT.1 prolonged recipient survival from 7 to 14 days. Peripheral leukocyte counts increased more than twofold, primarily due to marked increases in both CD4+ and CD8+ lymphocytes. Approximately 85% of WT.1 binding sites on lymphocytes and monocytes were blocked/modulated after the course of therapy. WT.1 has marked effects on circulating leukocytes and target cell binding capacities and can affect the survival of rat small bowel transplant recipients.
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Affiliation(s)
- M J Bowles
- Division of Clinical Sciences (NGH), Clinical Sciences Centre (University of Sheffield), Northern General Hospital, UK
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Saxton JM, Pockley AG. Effect of ex vivo storage on human peripheral blood neutrophil expression of CD11b and the stabilizing effects of Cyto-Chex. J Immunol Methods 1998; 214:11-7. [PMID: 9692854 DOI: 10.1016/s0022-1759(98)00049-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
CD11b is the alpha sub-unit of the CD11b/CD18 heterodimeric complex that has a key role in neutrophil-endothelial cell interactions and early events in inflammatory responses. Accurate assessment of CD11b expression by neutrophils can be problematic since the procedures that isolate cells from whole blood can increase antigen expression. This study used whole blood flow cytometry to monitor neutrophil CD11b expression following 0, 1, 2, 3 and 4 h of ex vivo incubation at room temperature and examined the effects of storage at 4 degrees C and the cell stabilization solution, Cyto-Chex, on antigen expression. Cyto-Chex-treated samples were also re-analyzed after 7 days storage at 4 degrees C. Neutrophil CD11b expression was high (> 90%) in five of the seven samples studied and incubation at room temperature induced a progressive upregulation which was significant after 2, 3, and 4 h (p < 0.05). Storage at 4 degrees C tempered this effect, although an increased expression (from baseline) was still observed after 4 h (p < 0.05). Cyto-Chex had no effect on the light scatter characteristics of treated cells and prevented CD11b upregulation in samples stored at room temperature. Furthermore, expression in Cyto-Chex-treated samples after 7 days was not significantly different from that observed in baseline (time 0) samples. In two samples demonstrating low neutrophil CD11b expression, a temperature-independent increase in the proportion of CD11b+ cells was observed over time. However, this increase was attenuated by treatment with Cyto-Chex. These findings indicate that sample storage significantly affects CD11b expression and caution should be exercised when interpreting data. Given that Cyto-Chex had no effect on the light scatter properties of cells and prevents antigen upregulation, this reagent may be useful for studies involving analysis of neutrophil activation antigen expression.
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Affiliation(s)
- J M Saxton
- Sheffield Institute of Sports Medicine and Exercise Science, University of Sheffield, UK
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Morris DL, Komocsar WJ. Immunophenotyping analysis of peripheral blood, splenic, and thymic lymphocytes in male and female rats. J Pharmacol Toxicol Methods 1997; 37:37-46. [PMID: 9086287 DOI: 10.1016/s1056-8719(96)00146-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
A flow cytometry method was used to characterize lymphoid tissue-associated lymphocyte subsets in the Sprague-Dawley rat. Mononuclear leukocytes from peripheral blood, spleen, and thymus of male and female rats were labeled with a panel of fluorescently tagged monoclonal and polyclonal antibodies directed against specific cell-surface proteins. The differential expression of these marker proteins was used to phenotypically distinguish one subpopulation of lymphocytes from another when analyzed via flow cytometry. This method was used to determine the relative percentages and absolute number of total B cells (CD45RA+; sIgM+), total T cells (CD3+; pan-T+), helper T cells (CD3 + CD4+), cytotoxic/ suppressor T cells (CD3 + CD8+), and the CD4:CD8 ratio in each of these lymphoid tissues. Additionally, all subsets of differentiating T cells in the thymus (i.e., CD4 + CD8-, CD4-CD8+, CD4 + CD8+, and CD4-CD8-cells) were distinguished using dual parameter analyses. Results of this study demonstrate that 1) the selected panel of antibodies used in this study can identify all lymphocyte subsets present in blood, spleen, and thymus of the rat and 2) male and female Sprague-Dawley rats show slight, but not statistically significant, differences in the proportions of some lymphocyte subsets present in select lymphoid tissues. This flow cytometry method can be used to accurately assess the potential immunotoxic or immunomodulatory effect of xenobiotic agents as characterized by changes in the phenotypic expression patterns or alterations in the quantity of lymphocyte subpopulations in the rat.
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Affiliation(s)
- D L Morris
- G.D. Searle & Co., Skokie, IL 60077, USA
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Webster GA, Wood RF, Pockley AG. Identification of migratory graft and host cell populations after allogeneic rat small bowel transplantation. Immunol Invest 1996; 25:435-46. [PMID: 8915681 DOI: 10.3109/08820139609055733] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
This study used flow cytometry to identify graft cells in the recipient peripheral blood and spleen and host cells infiltrating the graft mesenteric lymph node and Peyer's patches after heterotopic rat small bowel transplantation. Transplantation had little effect on the overall cell subset composition of these compartments and no changes appeared characteristic or indicative of developing rejection, suggesting that physiological control of cell migration remained unaltered. A small and transient population of graft cells was detected in the peripheral blood and spleen of the recipient which disappeared after 5 and 3 days respectively. Graft-derived cells in the peripheral blood comprised predominantly CD4+ cells on day 1 with B cells predominating on day 5. Graft cells infiltrating the spleen were predominantly B cells. Host cells infiltrated the graft mesenteric lymph nodes and Peyer's patches to a lesser extent than previously reported using immunohistochemical analysis. For both tissues, infiltrating host-derived cells initially comprised mainly CD4+ cells. On day 4 approximately equal proportions of CD4+ and B cells were present in the mesenteric lymph node, whereas B cells were predominant in the host cell infiltrate of the graft Peyer's patches. In summary, these findings indicate that the cell subset composition of recipient and graft lymphoid compartments does not change after small bowel transplantation, even in the presence of a substantial recipient cell infiltration. The reasons for the apparent discrepancies in the degree of host cell infiltration when assessed using immunohistochemical and flow cytometric techniques are currently uncertain, but may result from the localised release of soluble MHC class I in graft tissues as a consequence of infiltrating host cell activation or localised cell destruction.
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Affiliation(s)
- G A Webster
- Department of Surgical Sciences, Northern General Hospital, Sheffield, U.K
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Pelegrí C, Rodríguez-Palmero M, Morante MP, Comas J, Castell M, Franch A. Comparison of four lymphocyte isolation methods applied to rodent T cell subpopulations and B cells. J Immunol Methods 1995; 187:265-71. [PMID: 7499886 DOI: 10.1016/0022-1759(95)00193-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The aim of this study was to establish the validity of four lymphocyte isolation methods. The effects of three different erythrocyte lysing methods commonly used in the analysis of human cells, namely, lysis by ammonium chloride (AC), Becton Dickinson lysis (BDL) and the Coulter Q-Prep (CQP) preparation system were established by flow cytometry on rat lymphocyte subsets. The results were compared with those obtained with a Ficoll-Isopaque (FI) density gradient procedure adapted for use with rat cells. Lymphocyte isolation by AC or FI gradient was performed before labelling the lymphocyte subpopulations, whereas the BDL and CQP methods were performed after staining the cells in whole blood. The FI gradient yielded the lowest CD5+, CD4+ and CD25+ cell percentages. On the other hand AC lysis produced higher percentages of T cells and lower percentages of B cells than the other methods studied. The percentages obtained after BDL or CQP methods for T lymphocyte subsets and B cells were found to be reproducible. The commercial methods (BDL and CQP) are faster but rather expensive, whereas AC lysis and FI gradient separations are cheap and particularly useful when there is a requirement to culture the cells.
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Affiliation(s)
- C Pelegrí
- Unitat de Fisiologia, Facultat de Farmàcia, Universitat de Barcelona, Spain
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Webster GA, Bowles MJ, Karim MS, Wood RF, Pockley AG. Flow cytometric analysis of peripheral blood lymphocyte subset light scatter characteristics as a means of monitoring the development of rat small bowel allograft rejection. Clin Exp Immunol 1995; 100:536-42. [PMID: 7774066 PMCID: PMC1534465 DOI: 10.1111/j.1365-2249.1995.tb03734.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
This investigation used flow cytometry to monitor peripheral blood lymphocyte morphology after rat small bowel transplantation. Preliminary studies demonstrated that in vitro activated peripheral blood lymphocytes exhibited increased cell size and granularity as measured by flow cytometric analysis of forward (FSc) and side (SSc) light scatter characteristics. The formation of distinct 'activated' light scatter regions by such lymphoblastoid transformation occurred concomitantly with up-regulated p55IL-2R expression. Heterotopic small bowel transplantation was performed between PVG donor and DA recipient rats without immunosuppression. Animals receiving isografts served as controls. Peripheral blood lymphocyte subsets were identified using appropriate MoAbs, and the light scatter characteristics of each cell subset were determined by backgating strategies. Increased proportions of activated alpha/beta T cell receptor (TCR)-positive cells could be detected in allografted animals as early as day 2 post-transplantation. B cells showed peak activation by day 4, at which time the proportion of activated cells was over two-fold greater than that seen in untransplanted animals--few activated B cells were detected in isografted animals. Resting natural killer (NK) cell light scatter regions only partially overlap with those of resting T and B lymphocytes, but in allografted animals almost the entire NK population fell outside the resting lymphocyte gate by day 2 post-transplantation, an activation state which was maintained until day 4. These findings associate peripheral blood cell subset lymphoblastoid transformation with developing small bowel allograft rejection. Importantly, changes were detected early and prior to the onset of overt rejection. These data suggest that analysis of peripheral blood lymphocyte light scatter properties may provide an insight into in vivo immune status after small bowel transplantation.
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Affiliation(s)
- G A Webster
- Professorial Surgical Unit, St Bartholomew's Hospital, London, UK
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