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Manohar SM. Shedding Light on Intracellular Proteins using Flow Cytometry. Cell Biochem Biophys 2024:10.1007/s12013-024-01338-1. [PMID: 38831173 DOI: 10.1007/s12013-024-01338-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2024] [Indexed: 06/05/2024]
Abstract
Intracellular protein abundance is routinely measured in mammalian cells using population-based techniques such as western blotting which fail to capture single cell protein levels or using fluorescence microscopy which is although suitable for single cell protein detection but not for rapid analysis of large no. of cells. Flow cytometry offers rapid, high-throughput, multiparameter-based analysis of intracellular protein expression in statistically significant no. of cells at single cell resolution. In past few decades, customized assays have been developed for flow cytometric detection of specific intracellular proteins. This review discusses the scope of flow cytometry for intracellular protein detection in mammalian cells along with specific applications. Technological advancements to overcome the limitations of traditional flow cytometry for the same are also discussed.
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Affiliation(s)
- Sonal M Manohar
- Department of Biological Sciences, Sunandan Divatia School of Science, SVKM's NMIMS (Deemed-to-be) University, Vile Parle (West), Mumbai, 400056, India.
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do Prado Servian C, Masson LC, Fonseca SG. Phenotypic and Functional Characterization of Memory CD4 + and CD8 + T Cells After Antigenic Stimulation. Methods Mol Biol 2024; 2782:175-188. [PMID: 38622402 DOI: 10.1007/978-1-0716-3754-8_14] [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] [Indexed: 04/17/2024]
Abstract
The encounter of T cells with the antigen through the interaction of T cell receptors with peptides and major histocompatibility complex (MHC) molecules on the surface of antigen-presenting cells (APCs) can generate effector response and memory T cells. Memory T cells developed following infections or vaccination may persist, leading to the generation of a specific immune response upon reexposure to the same pathogen through rapid clonal proliferation and activation of effector functions. T cell memory subsets can be identified based on the expression of several membrane markers such as CCR7, CD27, and CD45RA. Using fluorescent antibodies against these markers and a flow cytometer, it is possible to perform immunophenotyping via the analysis of cell surface expression of proteins by different subpopulations such as the subsets of naïve, effector, and memory T cells as well as via the analysis of functional markers that further characterize each sample. Intracellular cytokine staining allows for the evaluation of intracellular proteins expressed in T cells in response to antigenic stimulation. This chapter presents the phenotypic and functional characterization of memory T cells after antigenic stimulation, detailing the procedures for identifying intracellular and surface protein markers. Herein, we review and present a reproducible standardized protocol using antibodies for specific markers and applying flow cytometry.
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Affiliation(s)
- Carolina do Prado Servian
- Department of Bioscience and Technology, Institute of Tropical Pathology and Public Health, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Letícia Carrijo Masson
- Department of Bioscience and Technology, Institute of Tropical Pathology and Public Health, Federal University of Goiás, Goiânia, Goiás, Brazil
| | - Simone Gonçalves Fonseca
- Department of Bioscience and Technology, Institute of Tropical Pathology and Public Health, Federal University of Goiás, Goiânia, Goiás, Brazil.
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Wang Z, Jiang L, Zhang D, Chen D, Wang L, Xiao D. USP13-mediated IRAK4 deubiquitination disrupts the pathological symptoms of lipopolysaccharides-induced sepsis. Microbes Infect 2021; 23:104867. [PMID: 34298177 DOI: 10.1016/j.micinf.2021.104867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/03/2021] [Accepted: 07/07/2021] [Indexed: 10/20/2022]
Abstract
Ubiquitin-specific peptidase 13 (USP13) has been reported to participate in tumorigenesis, cell cycle arrest, endoplasmic reticulum-associated degradation, and immune responses. Here, we explored the function of USP13 in pro-inflammatory cytokine production of macrophages and its role in mouse sepsis model. Primary bone-marrow-derived macrophages (BMDMs) isolated from wild type (WT) and USP13MKO mice were treated by lipopolysaccharides (LPS), IL-4, toll-like receptors (TLRs) agonists, and IRAK4 inhibitor to profile the inflammatory responses with different genotypes. Mouse sepsis model (WT and USP13MKO) created by intraperitoneal injection with LPS plus D-galactosamine was used to assess septic shock-induced survival and lung inflammation. Flow cytometry, qRT-PCT, Western blot, and ELISA were performed to detect pro-inflammatory production and macrophage polarization. USP13 was a key regulator of IRAK4 deubiquitination in BMDMs and its myeloid specific deficiency contributed to LPS-induced pro-inflammatory response and septic symptoms. IRAK4 inhibitor co-administration improved in LPS-induced inflammatory responses in both BMDMs and septic mice. USP13 negatively regulates LPS-induced sepsis shock by targeting IRAK4. In summary, targeting USP13-IRAK4 axis might be a potential therapeutic strategy for the treatment of inflammation in sepsis shock.
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Affiliation(s)
- Zhigao Wang
- Department of Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, No.91 Tianchi Road, Tianshan District, Urumqi 830001, Xinjiang Uygur Autonomous Region, China
| | - Long Jiang
- Department of Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, No.91 Tianchi Road, Tianshan District, Urumqi 830001, Xinjiang Uygur Autonomous Region, China
| | - Daquan Zhang
- Department of Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, No.91 Tianchi Road, Tianshan District, Urumqi 830001, Xinjiang Uygur Autonomous Region, China
| | - Dong Chen
- Department of Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, No.91 Tianchi Road, Tianshan District, Urumqi 830001, Xinjiang Uygur Autonomous Region, China
| | - Lu Wang
- Department of Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, No.91 Tianchi Road, Tianshan District, Urumqi 830001, Xinjiang Uygur Autonomous Region, China
| | - Dong Xiao
- Department of Critical Care Medicine, People's Hospital of Xinjiang Uygur Autonomous Region, No.91 Tianchi Road, Tianshan District, Urumqi 830001, Xinjiang Uygur Autonomous Region, China.
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Flow Cytometric Methods for the Detection of Intracellular Signaling Proteins and Transcription Factors Reveal Heterogeneity in Differentiating Human B Cell Subsets. Cells 2020; 9:cells9122633. [PMID: 33302385 PMCID: PMC7762542 DOI: 10.3390/cells9122633] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/28/2020] [Accepted: 12/04/2020] [Indexed: 02/07/2023] Open
Abstract
The flow cytometric detection of intracellular (IC) signaling proteins and transcription factors (TFs) will help to elucidate the regulation of B cell survival, proliferation and differentiation. However, the simultaneous detection of signaling proteins or TFs with membrane markers (MMs) can be challenging, as the required fixation and permeabilization procedures can affect the functionality of conjugated antibodies. Here, a phosphoflow method is presented for the detection of activated NF-κB p65 and phosphorylated STAT1, STAT3, STAT5 and STAT6, together with the B cell differentiation MMs CD19, CD27 and CD38. Additionally, a TF-flow method is presented that allows the detection of the B cell TFs PAX5, c-MYC, BCL6 and AID and antibody-secreting cell (ASC) TFs BLIMP1 and XBP-1s, together with MMs. Applying these methods on in vitro-induced human B cell differentiation cultures showed significantly different steady-state levels, and responses to stimulation, of phosphorylated signaling proteins in CD27-expressing B cell and ASC populations. The TF-flow protocol and Uniform Manifold Approximation and Projection (UMAP) analysis revealed heterogeneity in TF expression within stimulated CD27- or CD38-expressing B cell subsets. The methods presented here allow for the sensitive analysis of STAT, NF-κB p65 signaling and TFs, together with B cell differentiation MMs, at single-cell resolution. This will aid the further investigation of B cell responses in both health and disease.
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Wang J, Zheng Y, Tu C, Zhang H, Vanderkerken K, Menu E, Liu J. Identification of the immune checkpoint signature of multiple myeloma using mass cytometry-based single-cell analysis. Clin Transl Immunology 2020; 9:e01132. [PMID: 32355560 PMCID: PMC7190397 DOI: 10.1002/cti2.1132] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Revised: 04/05/2020] [Accepted: 04/06/2020] [Indexed: 12/12/2022] Open
Abstract
Objectives New targets or strategies are needed to increase the success of immune checkpoint-based immunotherapy for multiple myeloma (MM). However, immune checkpoint signals in MM microenvironment have not been fully elucidated. Here, we aimed to have a broad overview of the different immune subsets and their immune checkpoint status, within the MM microenvironment, and to provide novel immunotherapeutic targets to treat MM patients. Methods We performed immune checkpoint profiling of bone marrow (BM) samples from MM patients and healthy controls using mass cytometry. With high-dimensional single-cell analysis of 30 immune proteins containing 10 pairs of immune checkpoint axes in 0.55 million of BM cells, an immune landscape of MM was mapped. Results We identified an abnormality of immune cell composition by demonstrating a significant increase in activated CD4 T, CD8 T, CD8+ natural killer T-like and NK cells in MM BM. Our data suggest a correlation between MM cells and immune checkpoint phenotypes and expand the view of MM immune signatures. Specifically, several critical immune checkpoints, such as programmed cell death 1 (PD-1)/PD ligand 2, galectin-9/T-cell immunoglobulin mucin-3, and inducible T-cell costimulator (ICOS)/ICOS ligand, on both MM and immune effector cells and a number of activated PD-1+ CD8 T cells lacking CD28 were distinguished in MM patients. Conclusion A clear interaction between MM cells and the surrounding immune cells was established, leading to immune checkpoint dysregulation. The analysis of the immune landscape enhances our understanding of the MM immunological milieu and proposes novel targets for improving immune checkpoint blockade-based MM immunotherapy.
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Affiliation(s)
- Jinheng Wang
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University Guangzhou Municipal and Guangdong Provincial Key Laboratory of Protein Modification and Degradation State Key Laboratory of Respiratory Disease School of Basic Medical Sciences Guangzhou Medical University Guangzhou China
| | - Yongjiang Zheng
- Department of Hematology The Third Affiliated Hospital of Sun Yat-Sen University Guangzhou China
| | - Chenggong Tu
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University Guangzhou Municipal and Guangdong Provincial Key Laboratory of Protein Modification and Degradation State Key Laboratory of Respiratory Disease School of Basic Medical Sciences Guangzhou Medical University Guangzhou China
| | - Hui Zhang
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University Guangzhou Municipal and Guangdong Provincial Key Laboratory of Protein Modification and Degradation State Key Laboratory of Respiratory Disease School of Basic Medical Sciences Guangzhou Medical University Guangzhou China
| | - Karin Vanderkerken
- Department of Hematology and Immunology Myeloma Center Brussels Vrije Universiteit Brussel Brussels Belgium
| | - Eline Menu
- Department of Hematology and Immunology Myeloma Center Brussels Vrije Universiteit Brussel Brussels Belgium
| | - Jinbao Liu
- Affiliated Cancer Hospital & Institute of Guangzhou Medical University Guangzhou Municipal and Guangdong Provincial Key Laboratory of Protein Modification and Degradation State Key Laboratory of Respiratory Disease School of Basic Medical Sciences Guangzhou Medical University Guangzhou China
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Calvo B, Rubio F, Fernández M, Tranque P. Dissociation of neonatal and adult mice brain for simultaneous analysis of microglia, astrocytes and infiltrating lymphocytes by flow cytometry. IBRO Rep 2020; 8:36-47. [PMID: 32215337 PMCID: PMC7090101 DOI: 10.1016/j.ibror.2019.12.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 12/31/2019] [Indexed: 12/29/2022] Open
Abstract
Recovery of neural cells is higher with 30 % Percoll gradient than 30–70 %. Papain enhances combined extraction of microglia, astrocytes and lymphocytes. Dispase II potentiates papain action only in adult brain. Mechanical dissociation isolates neonatal and adult astrocytes better than enzymes. Papain + dispase II alows cell cytometry quantification of glial activation by LPS.
The technical difficulty to isolate microglia, astrocytes and infiltrating immune cells from mouse brain is nowadays a limiting factor in the study of neuroinflammation. Brain isolation requirements are cell-type and animal-age dependent, but current brain dissociation procedures are poorly standardized. This lack of comprehensive studies hampers the selection of optimized methodologies. Thus, we present here a comparative analysis of dissociation methods and Percoll-based separation to identify the most efficient procedure for the combined isolation of healthy microglia, astrocytes and infiltrated leukocytes; distinguishing neonatal and adult mouse brain. Gentle mechanical dissociation and DNase I incubation was supplemented with papain or collagenase II. Dispase II digestion was also used alone or in combination. In addition, cell separation efficiency of 30 % and 30–70 % Percoll gradients was compared. In these experiments, cell yield and integrity of freshly dissociated cells was measured by flow cytometry. We found that papain digestion in combination with dispase II followed by 30 % Percoll separation is the most balanced method to obtain a mixture of microglia, astrocytes and infiltrated immune cells; while addition of dispase II was not an advantage for neonatal brain. These dissociation conditions allowed flow cytometry detection of a slight glial activation triggered by sublethal LPS injection. In conclusion, the enzymes and Percoll density gradients tested here affected differently resting microglia, activated microglia/macrophages, astrocytes and infiltrated lymphocytes. Also, newborn and adult brain showed contrasting reactions to digestion. Our study highlights the strength of flow cytometry for the simultaneous analysis of neuroimmune cell populations once extraction is optimized.
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Key Words
- ANOVA, one-way analysis of variance
- Astrocytes
- CNS, Central Nervous System
- CaCl2, calcium chloride
- EBSS, Earle's Balanced Salt Solution
- EDTA, ethylenediaminetetraacetic acid
- FACS, Fluorescence-activated cell sorter
- FSC, forward-scattered light
- Flow cytometry
- Glia reactivity
- HBSS, Hank's Balanced Salt Solution
- LD, lethal dose
- LPS, lipopolysaccharide
- Lymphocytes
- MgCl2, magnesium chloride
- MgSO4, magnesium sulfate
- Microglia
- Neuroimmunity
- PBS, phosphate-buffered saline
- RT, room temperature
- SIP, stock solution of isotonic Percoll
- SSC, side-scattered light
- i.p, intraperitoneal injection
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Affiliation(s)
- Belén Calvo
- Neuroglia Laboratory, Research Institute for Neurological Disorders (IDINE), Medical School, University of Castilla-La Mancha (UCLM), Albacete, Spain
| | - Felipe Rubio
- Neuroglia Laboratory, Research Institute for Neurological Disorders (IDINE), Medical School, University of Castilla-La Mancha (UCLM), Albacete, Spain
| | - Miriam Fernández
- Neuroglia Laboratory, Research Institute for Neurological Disorders (IDINE), Medical School, University of Castilla-La Mancha (UCLM), Albacete, Spain
| | - Pedro Tranque
- Neuroglia Laboratory, Research Institute for Neurological Disorders (IDINE), Medical School, University of Castilla-La Mancha (UCLM), Albacete, Spain
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Whole blood preservation methods alter chemokine receptor detection in mass cytometry experiments. J Immunol Methods 2020; 476:112673. [DOI: 10.1016/j.jim.2019.112673] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Revised: 09/19/2019] [Accepted: 09/19/2019] [Indexed: 12/21/2022]
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Ghobrial IM, Liu C, Zavidij O, Azab AK, Baz R, Laubach JP, Mishima Y, Armand P, Munshi NC, Basile F, Constantine M, Vredenburgh J, Boruchov A, Crilley P, Henrick PM, Hornburg KTV, Leblebjian H, Chuma S, Reyes K, Noonan K, Warren D, Schlossman R, Paba‐Prada C, Anderson KC, Weller E, Trippa L, Shain K, Richardson PG. Phase I/II trial of the CXCR4 inhibitor plerixafor in combination with bortezomib as a chemosensitization strategy in relapsed/refractory multiple myeloma. Am J Hematol 2019; 94:1244-1253. [PMID: 31456261 DOI: 10.1002/ajh.25627] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 08/22/2019] [Indexed: 11/11/2022]
Abstract
We tested the hypothesis that using CXCR4 inhibition to target the interaction between the tumor cells and the microenvironment leads to sensitization of the tumor cells to apoptosis. Eligibility criteria included multiple myeloma (MM) patients with 1-5 prior lines of therapy. The purposes of the phase I study were to evaluate the safety and maximal-tolerated dose (MTD) of the combination. The treatment-related adverse events and response rate of the combination were assessed in the phase II study. A total of 58 patients were enrolled in the study. The median age of the patients was 63 years (range, 43-85), and 78% of them received prior bortezomib. In the phase I study, the MTD was plerixafor 0.32 mg/kg, and bortezomib 1.3 mg/m2 . The overall response rate for the phase II study was 48.5%, and the clinical benefit rate 60.6%. The median disease-free survival was 12.6 months. The CyTOF analysis demonstrated significant mobilization of plasma cells, CD34+ stem cells, and immune T cells in response to plerixafor. This is an unprecedented study that examines therapeutic targeting of the bone marrow microenvironment and its interaction with the tumor clone to overcome resistance to therapy. Our results indicate that this novel combination is safe and that the objective response rate is high even in patients with relapsed/refractory MM. ClinicalTrials.gov, NCT00903968.
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Affiliation(s)
- Irene M. Ghobrial
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Chia‐Jen Liu
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Oksana Zavidij
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Abdel K. Azab
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
- Department of Radiation OncologyCancer Biology Division, Washington University School of Medicine St. Louis, Missouri
| | - Rachid Baz
- Department of Malignant HaematologyH. Lee Moffitt Cancer Center and Research Institute Tampa, Florida
| | - Jacob P. Laubach
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Yuji Mishima
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Philippe Armand
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Nikhil C. Munshi
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Frank Basile
- Department of Medical OncologyDavenport‐Mugar Cancer Center, Cape Cod Hospital Hyannis Massachusetts
| | - Michael Constantine
- Department of Medical OncologyDana‐Farber/Brigham and Women's Cancer Center, Milford Regional Medical Center Milford Massachusetts
| | - James Vredenburgh
- Department of Medical OncologySaint Francis Hospital and Medical Center Hartford Connecticut
| | - Adam Boruchov
- Department of Medical OncologySaint Francis Hospital and Medical Center Hartford Connecticut
| | - Pamela Crilley
- Department of Medical OncologyCancer Treatment Centers of America, Eastern Regional Medical Center Philadelphia Pennsylvania
| | - Patrick M. Henrick
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Kalvis T. V. Hornburg
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Houry Leblebjian
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Stacey Chuma
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Kaitlen Reyes
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Kimberly Noonan
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Diane Warren
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Robert Schlossman
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Claudia Paba‐Prada
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Kenneth C. Anderson
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
| | - Edie Weller
- Department of Biostatistics and Computational BiologyDana‐Farber Cancer Institute Boston Massachusetts
| | - Lorenzo Trippa
- Department of Biostatistics and Computational BiologyDana‐Farber Cancer Institute Boston Massachusetts
| | - Kenneth Shain
- Department of Malignant HaematologyH. Lee Moffitt Cancer Center and Research Institute Tampa, Florida
| | - Paul G. Richardson
- Medical Oncology, Dana‐Farber Cancer InstituteHarvard Medical School Boston Massachusetts
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Wang YH, Tsai DY, Ko YA, Yang TT, Lin IY, Hung KH, Lin KI. Blimp-1 Contributes to the Development and Function of Regulatory B Cells. Front Immunol 2019; 10:1909. [PMID: 31474988 PMCID: PMC6702260 DOI: 10.3389/fimmu.2019.01909] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 07/29/2019] [Indexed: 01/09/2023] Open
Abstract
Regulatory B cells (Bregs) are a B cell subset that plays a suppressive role in immune responses. The CD19+CD1dhiCD5+ Bregs that can execute regulatory functions via secreting IL-10 are defined as B10 cells. Bregs suppress autoimmune and inflammatory diseases, whereas they exacerbate infectious diseases caused by bacteria, viruses, or parasites. Notably, the molecular mechanisms regulating the development and functions of Bregs are still largely unknown. Furthermore, the biological impact of Bregs in fungal infection has not yet been demonstrated. Here, we compared the gene expression profiles of IL-10-producing and -non-producing mouse splenic B cells stimulated with lipopolysaccharide (LPS) or anti-CD40 antibody. Blimp-1, a transcription factor known to be critical for plasma cell differentiation, was found to be enriched in the IL-10-producing B cells. The frequency of Blimp-1+ B10 cells was increased in LPS-treated mice and in isolated B10 cells that were stimulated with LPS. Surprisingly, B cell-specific Blimp-1 knockout (Cko) mice, generated by CD19 promoter driven Cre recombinase-dependent deletion of Prdm1 (gene encoding Blimp-1), showed higher frequencies of B10 cells both in the steady state and following injection with LPS, as compared with control littermates. However, B10 cells lacking Blimp-1 failed to efficiently suppress the proliferation of naïve CD4+ T cells primed with anti-CD3 and anti-CD28 antibodies. B10 cells can be stimulated for further differentiation into plasmablasts, and a subset of plasmablasts express IL-10. We found that B10 cells from Cko mice failed to generate both IL-10-non-producing and IL-10-producing plasmablasts. Mechanistically, we found that Blimp-1 can directly suppress Il-10, whereas, in the presence of activated STAT3, Blimp-1 works together with activated STAT3 to upregulate Il-10. Moreover, we also found that B10 cells improve the clearance of Candida albicans infection but worsen the infection mortality. Notably, a lack of Blimp-1 in B10 cells did not change these effects of adoptively transferred B10 cells on fungal infections. Together, our data show that Blimp-1 regulates the generation, differentiation, and IL-10 production of Bregs.
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Affiliation(s)
- Ying-Hsiu Wang
- National Defense Medical Center, Graduate Institute of Life Sciences, Taipei, Taiwan.,Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Dong-Yan Tsai
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Yi-An Ko
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Tsan-Tzu Yang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan.,Graduate Institute of Immunology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - I-Ying Lin
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Kuo-Hsuan Hung
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Kuo-I Lin
- National Defense Medical Center, Graduate Institute of Life Sciences, Taipei, Taiwan.,Genomics Research Center, Academia Sinica, Taipei, Taiwan.,Graduate Institute of Immunology, College of Medicine, National Taiwan University, Taipei, Taiwan
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Manglani M, Gossa S, McGavern DB. Leukocyte Isolation from Brain, Spinal Cord, and Meninges for Flow Cytometric Analysis. ACTA ACUST UNITED AC 2019; 121:e44. [PMID: 30040211 DOI: 10.1002/cpim.44] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
A continual dialogue exists between the central nervous system (CNS) and immune system that contributes to neural homeostasis as well as protection from microbes, repair following damage, autoimmune disease, and neurodegeneration. Characterization of resident and peripherally derived leukocyte populations within the central nervous system can provide valuable information regarding how these cells contribute to steady-state and inflammatory conditions. Flow cytometry provides a method to conduct detailed multi-parameter analyses of immune cells isolated from various tissues. This protocol provides a method to isolate leukocytes from brain, spinal cord, and meninges for flow cytometric analysis and provides a basic framework for phenotyping these cells. © 2018 by John Wiley & Sons, Inc.
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Affiliation(s)
- Monica Manglani
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland.,Medical Scientist Training Program, Penn State College of Medicine, Hershey, Pennsylvania
| | - Selamawit Gossa
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland
| | - Dorian B McGavern
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland
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Dimitrova P, Alipieva K, Stojanov K, Milanova V, Georgiev MI. Plant-derived verbascoside and isoverbascoside regulate Toll-like receptor 2 and 4-driven neutrophils priming and activation. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2019; 55:105-118. [PMID: 30668420 DOI: 10.1016/j.phymed.2018.07.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/13/2018] [Accepted: 07/22/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Neutrophils have a short live in circulation and accelerate greatly local immune responses via increased granulopoiesis and migration at high numbers to infected or inflamed tissue. HYPOTHESIS Since neutrophils produce a variety of factors with destructive and pro-inflammatory potential the regulation of their homeostasis and functions might be eventually beneficial in inflammation-related pathological conditions. Herein we investigated the effect of natural-derived verbascoside (Verb) and its positional isomer isoverbascoside (IsoVerb) on neutrophil functions. METHODS We used purified murine bone marrow (BM) neutrophils to study cell responsiveness to priming or activation via Toll-like receptors (TLRs) 2 and 4. The expression of CD11b, chemokine (CXC motif) receptor 2 (CXCR2), the intracellular level of phosphorylated p38 mitogen-activated protein kinase (MAPK) and tumor necrosis factor (TNF)-α in neutrophils were determined by flow cytometry while the release of macrophage inflammatory protein (MIP)-2 in culture supernatant was determined by enzyme-linked immunosorbent assay (ELISA). RESULTS We found that Verb appeared less powerful inhibitor of TLR2 and TLR4-mediated apoptosis than IsoVerb. However at concentrations below 16 µM and in LPS priming conditions Verb was more selective inhibitor of CD11b and CXCR2 expression than IsoVerb. Both compounds showed similar activity on integrin/chemokine receptor expression when neutrophils were stimulated with ZY or were activated with LPS. Verb sustained CXCR2 expression and turnover via regulation of the cell responsiveness to its ligand KC (CXCL1) and via the release of MIP-2 (CXCL2). Both Verb and IsoVerb increased TNF-α production and inhibited p38 phosphorylation in TNF-α+ cells. We fail to discriminate sharply between Verb's and IsoVerb's efficacy when studying p38 phosphorylation in LPS stimulated neutrophils. The multi-parametric analysis provides critical insight on the range of on-target effects of Verb and IsoVerb. CONCLUSION The strength and selectivity of Verb and IsoVerb depended on the degree of activation and functional state of neutrophils, and both compounds are with potential to affect neutrophil-related pathologies/conditions in heterogenic populations.
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Affiliation(s)
- Petya Dimitrova
- Department of Immunology, The Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 139 Ruski Blvd.,1113 Sofia, Bulgaria
| | - Kalina Alipieva
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria
| | - Kalin Stojanov
- Faculty of Medicine, University of Sofia Kliment Ohridski, 1407 Sofia, Bulgaria
| | - Viktoriya Milanova
- Department of Immunology, The Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 139 Ruski Blvd.,1113 Sofia, Bulgaria
| | - Milen I Georgiev
- Group of Plant Cell Biotechnology and Metabolomics, The Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 4000 Plovdiv, Bulgaria.
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Multiplexed profiling of RNA and protein expression signatures in individual cells using flow or mass cytometry. Nat Protoc 2019; 14:901-920. [PMID: 30728478 DOI: 10.1038/s41596-018-0120-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 12/18/2018] [Indexed: 12/23/2022]
Abstract
Advances in single-cell analysis technologies are providing novel insights into phenotypic and functional heterogeneity within seemingly identical cell populations. RNA within single cells can be analyzed using unbiased sequencing protocols or through more targeted approaches using in situ hybridization (ISH). The proximity ligation assay for RNA (PLAYR) approach is a sensitive and high-throughput technique that relies on in situ and proximal ligation to measure at least 27 specific RNAs by flow or mass cytometry. We provide detailed instructions for combining this technique with antibody-based detection of surface/internal protein, allowing simultaneous highly multiplexed profiling of RNA and protein expression at single-cell resolution. PLAYR overcomes limitations on multiplexing seen in previous branching DNA-based RNA detection techniques by integration of a transcript-specific oligonucleotide sequence within a rolling-circle amplification (RCA). This unique transcript-associated sequence can then be detected by heavy metal (for mass cytometry)- or fluorophore (for flow cytometry)-conjugated complementary detection oligonucleotides. Included in this protocol is methodology to label oligonucleotides with lanthanide metals for use in mass cytometry. When analyzed by mass cytometry, up to 40 variables (with scope for future expansion) can be measured simultaneously. We used the described protocol to demonstrate intraclonal heterogeneity within primary cells from chronic lymphocytic leukemia patients, but it can be adapted to other primary cells or cell lines in suspension. This robust, reliable and reproducible protocol can be completed in 2-3 d and can be paused at several stages for convenience.
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13
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Tanaka Y, Araki K, Tanaka S, Miyagawa Y, Suzuki H, Kamide D, Tomifuji M, Uno K, Harada E, Yamashita T, Ueda Y, Inoue M, Shiotani A. Oncolytic Sendai virus‐induced tumor‐specific immunoresponses suppress “simulated metastasis” of squamous cell carcinoma in an immunocompetent mouse model. Head Neck 2019; 41:1676-1686. [DOI: 10.1002/hed.25642] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 10/10/2018] [Accepted: 12/10/2018] [Indexed: 12/26/2022] Open
Affiliation(s)
- Yuya Tanaka
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Koji Araki
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Shingo Tanaka
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Yoshihiro Miyagawa
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Hiroshi Suzuki
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Daisuke Kamide
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Masayuki Tomifuji
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Kosuke Uno
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Eiko Harada
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
| | - Taku Yamashita
- Department of Otolaryngology‐Head and Neck SurgeryKitasato University School of Medicine Sagamihara Japan
| | | | | | - Akihiro Shiotani
- Department of Otolaryngology‐Head and Neck SurgeryNational Defense Medical College Tokorozawa Japan
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14
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Ashhurst TM, Cox DA, Smith AL, King NJC. Analysis of the Murine Bone Marrow Hematopoietic System Using Mass and Flow Cytometry. Methods Mol Biol 2019; 1989:159-192. [PMID: 31077106 DOI: 10.1007/978-1-4939-9454-0_12] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The hematopoietic system produces erythrocytes (red blood cells), leukocytes (white blood cells), and thrombocytes (platelets) throughout the life of an organism. Long-lived hematopoietic stem cells give rise to early progenitors with multi-lineage potential that progressively differentiate into lineage-specific progenitors. Following lineage commitment, these progenitors proliferate and expand, before eventually differentiating into their mature forms. This process drives the up- and downregulation of a wide variety of surface and intracellular markers throughout differentiation, making cytometric analysis of this interconnected system challenging. Moreover, during inflammation, the hematopoietic system can be mobilized to re-prioritize the production of various lineages, in order to match increased demand, often at the expense of other lineages. As such, the response of the hematopoietic system in the bone marrow (BM) is a critical component of both immunity and disease. Because of the complexity of the hematopoietic system in steady state and disease, high-dimensional cytometry technologies are well suited to the exploration of these complex systems. Here we describe a protocol for the extraction of murine bone marrow, and preparation for examination using high-dimensional flow or mass cytometry. Additionally, we describe methods for performing cell cycle assays using bromodeoxyuridine (BrdU) or iododeoxyuridine (IdU). Finally, we describe an analytical method that allows for a system-level analysis of the hematopoietic system in steady state or inflammatory scenarios.
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Affiliation(s)
- Thomas M Ashhurst
- Sydney Cytometry Facility, The University of Sydney and Centenary Institute, Camperdown, NSW, Australia
- Viral Immunopathology Laboratory, Discipline of Pathology, Faculty of Medicine and Health, School of Medical Sciences, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Ramaciotti Facility for Human Systems Biology (RFHSB), The University of Sydney and Centenary Institute, Sydney, NSW, Australia
- Marie Bashir Institute for Emerging Infectious Disease (MBI), The University of Sydney, Sydney, NSW, Australia
| | - Darren A Cox
- Viral Immunopathology Laboratory, Discipline of Pathology, Faculty of Medicine and Health, School of Medical Sciences, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Marie Bashir Institute for Emerging Infectious Disease (MBI), The University of Sydney, Sydney, NSW, Australia
| | - Adrian L Smith
- Sydney Cytometry Facility, Charles Perkins Centre, The University of Sydney and Centenary Institute, Sydney, NSW, Australia
- Ramaciotti Facility for Human Systems Biology (RFHSB), The University of Sydney and Centenary Institute, Sydney, NSW, Australia
| | - Nicholas J C King
- Viral Immunopathology Laboratory, Discipline of Pathology, Faculty of Medicine and Health, School of Medical Sciences, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia.
- Marie Bashir Institute for Emerging Infectious Disease (MBI), The University of Sydney, Sydney, NSW, Australia.
- Ramaciotti Facility for Human Systems Biology (RFHSB), The University of Sydney and Centenary Institute, Sydney, NSW, Australia.
- Australian Institute for Nanoscale Science and Technology, The University of Sydney, Sydney, NSW, Australia.
- Sydney Cytometry Facility, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia.
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15
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Skånland SS. Phospho Flow Cytometry with Fluorescent Cell Barcoding for Single Cell Signaling Analysis and Biomarker Discovery. J Vis Exp 2018. [PMID: 30346411 DOI: 10.3791/58386] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Aberrant cell signaling plays a central role in cancer development and progression. Most novel targeted therapies are indeed directed at proteins and protein functions, and cell signaling aberrations may therefore serve as biomarkers to indicate personalized treatment options. As opposed to DNA and RNA analyses, changes in protein activity can more efficiently evaluate the mechanisms underlying drug sensitivity and resistance. Phospho flow cytometry is a powerful technique that measures protein phosphorylation events at the cellular level, an important feature that distinguishes this method from other antibody-based approaches. The method allows for simultaneous analysis of multiple signaling proteins. In combination with fluorescent cell barcoding, larger medium- to high-throughput data-sets can be acquired by standard cytometer hardware in short time. Phospho flow cytometry has applications both in studies of basic biology and in clinical research, including signaling analysis, biomarker discovery and assessment of pharmacodynamics. Here, a detailed experimental protocol is provided for phospho flow analysis of purified peripheral blood mononuclear cells, using chronic lymphocytic leukemia cells as an example.
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Affiliation(s)
- Sigrid S Skånland
- Centre for Molecular Medicine Norway (NCMM), Nordic EMBL Partnership, University of Oslo; K. G. Jebsen Centre for B cell malignancies and K. G. Jebsen Centre for Cancer Immunotherapy, University of Oslo;
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16
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Cai X, Zheng Y, Speck NA. A Western Blotting Protocol for Small Numbers of Hematopoietic Stem Cells. J Vis Exp 2018. [PMID: 30199018 DOI: 10.3791/56855] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Hematopoietic stem cells (HSCs) are rare cells, with the mouse bone marrow containing only ~25,000 phenotypic long term repopulating HSCs. A Western blotting protocol was optimized and suitable for the analysis of small numbers of HSCs (500 - 15,000 cells). Phenotypic HSCs were purified, accurately counted, and directly lysed in Laemmli sample buffer. Lysates containing equal numbers of cells were analyzed by sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE), and the blot was prepared and processed following standard Western blotting protocols. Using this protocol, 2,000 - 5,000 HSCs can be routinely analyzed, and in some cases data can be obtained from as few as 500 cells, compared to the 20,000 to 40,000 cells reported in most publications. This protocol should be generally applicable to other hematopoietic cells, and enables the routine analysis of small numbers of cells using standard laboratory procedures.
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Affiliation(s)
- Xiongwei Cai
- Division of Experimental Hematology, Cincinnati Children's Hospital Medical Center; Department of Cell and Developmental Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania; Department of Obstetrics and Gynecology, Southwest Hospital, Third Military Medical University
| | - Yi Zheng
- Division of Experimental Hematology, Cincinnati Children's Hospital Medical Center
| | - Nancy A Speck
- Department of Cell and Developmental Biology, Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania;
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17
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Dzangué-Tchoupou G, Corneau A, Blanc C, Benveniste O, Allenbach Y. Analysis of cell surface and intranuclear markers on non-stimulated human PBMC using mass cytometry. PLoS One 2018; 13:e0194593. [PMID: 29566047 PMCID: PMC5864033 DOI: 10.1371/journal.pone.0194593] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 03/06/2018] [Indexed: 11/21/2022] Open
Abstract
Mass cytometry is a powerful tool that allows simultaneous analysis of more than 37 markers at the single cell level. Mass cytometry is of particular interest in the identification of a wide variety of cell phenotypes in autoimmune diseases. Moreover, cells can be labelled with palladium isotopes and pooled before staining (barcoding). Nevertheless, immunologists often face an important problem concerning the choice of markers to be included in a panel. This problem arises due to the incompatibility of different buffers used for the fixation and permeabilization of cells with various cell surface epitopes. In this study, we used a panel of 27 markers (19 surface markers and 8 intranuclear markers) to demonstrate disparities in the detection of cell surface antigens when comparing different buffers to stain unstimulated peripheral blood mononuclear cells. These disparities range from mild differences to very important differences in population frequencies depending on the buffers. Finally, we demonstrate the harmful effects of permeabilization prior to barcoding on the detection of some cell surface antigens. Here, we optimize a protocol that is suitable to use when targeting a large panel including both cell surface and intranuclear markers on unstimulated human peripheral blood mononuclear cells.
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Affiliation(s)
- Gaëlle Dzangué-Tchoupou
- Centre of research in Myology, Sorbonne Universités, UPMC Univ Paris 06, INSERM, UMR 974, Pitié-Salpêtrière University hospital, Paris, France
- * E-mail:
| | - Aurélien Corneau
- Plateforme de Cytométrie (CyPS), Sorbonne Universités, UPMC Univ Paris 06, INSERM, UMR 1135, Paris, France
| | - Catherine Blanc
- Plateforme de Cytométrie (CyPS), Sorbonne Universités, UPMC Univ Paris 06, INSERM, UMR 1135, Paris, France
| | - Olivier Benveniste
- Centre of research in Myology, Sorbonne Universités, UPMC Univ Paris 06, INSERM, UMR 974, Pitié-Salpêtrière University hospital, Paris, France
- Department of Internal medicine and clinical immunology, Pitié-Salpêtrière University hospital, DHU I2B, AP-HP, INSERM, UMR 974, Paris, France
| | - Yves Allenbach
- Centre of research in Myology, Sorbonne Universités, UPMC Univ Paris 06, INSERM, UMR 974, Pitié-Salpêtrière University hospital, Paris, France
- Department of Internal medicine and clinical immunology, Pitié-Salpêtrière University hospital, DHU I2B, AP-HP, INSERM, UMR 974, Paris, France
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18
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Yen MH, Huang CI, Lee MS, Cheng YP, Hsieh CJ, Chiang LC, Chang JS. Artemisia capillaris inhibited enterovirus 71-induced cell injury by preventing viral internalization. Kaohsiung J Med Sci 2018; 34:150-159. [DOI: 10.1016/j.kjms.2017.11.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 11/01/2017] [Accepted: 11/08/2017] [Indexed: 01/13/2023] Open
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19
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Phenotyping CD4+ hTh2 Cells by Flow Cytometry: Simultaneous Detection of Transcription Factors, Secreted Cytokines, and Surface Markers. Methods Mol Biol 2018; 1554:175-184. [PMID: 28185190 DOI: 10.1007/978-1-4939-6759-9_10] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
Flow cytometry is a powerful technique that allows simultaneous detection of multiple markers on a specific cell population. This method is virtually unlimited as long as the specimen of interest can be put into a single-cell suspension for staining and subsequent analysis by the flow cytometer. Most investigators using this methodology are doing so because their cell population is rare in frequency and requires multiple markers to characterize their population of interest; thus standard methods such as Western blot and IHC are unsuitable due to limitations in cell number and the number of markers available. Most investigators using this method are using 6-14 parameters to study their cell populations of interest: however, using a large number of fluorochrome-labeled antibodies is hampered by the fact that suboptimal fluorochromes must be used, and that high and low cell density markers must be chosen with care. This is further complicated when the cell markers of interest are cytokines, transcription factors, surface markers, and/or phosphorylated proteins, each potentially requiring a specialized buffer system for optimal detection of the antibody of interest. This chapter focuses on optimizing flow cytometry staining methods for simultaneous detection of surface markers, transcription factors, secreted cytokines, and phosphorylated antibodies in a single stain on CD4+ human Th2 cells.
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20
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Dimitrova P, Alipieva K, Grozdanova T, Simova S, Bankova V, Georgiev MI, Popova MP. New iridoids from Verbascum nobile and their effect on lectin-induced T cell activation and proliferation. Food Chem Toxicol 2017; 111:605-615. [PMID: 29208506 DOI: 10.1016/j.fct.2017.11.060] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Revised: 11/27/2017] [Accepted: 11/30/2017] [Indexed: 02/06/2023]
Abstract
The Verbascum species are widely used traditional herb remedies against respiratory, inflammatory conditions and disorders. In the present study methanol extract of the aerial parts of the endemic Verbascum nobile Velen, was investigated and two novel iridoid glycosides 1 and 2, together with nine known constituents: iridoids, phenylethanoids, and saponins characteristic of Verbascum genus were identified. Further, the biological activity of the extract and selected isolated compounds on concanavalin (Con A)-induced T cell proliferation and activation of human Jurkat T cell line and splenic murine CD3 T cells was evaluated. T cell growth was studied by colorimetric-based WST proliferation assay while DNA content, cell cycling, dynamic of cell proliferation, expression of activation markers, intracellular expression of cytokine IFN-γ, and phosphorylation of ERK were analyzed by flow cytometry. Caspase-mediated apoptosis resulting in a poly (ADP-ribose) polymerase (PARP) cleavage was assessed by colorimetric in-cell kit. It was found that the extract, and all tested compounds (1, 2, 3 and 9) inhibited lectin-induced cell growth of Jurkat T cell line. The novel compounds decreased the frequencies of cells in S phase without causing a significant cell cycle arrest at G1 phase, caspases-mediated apoptosis and/or a profound change in the dynamic of splenic murine CD3+ T cell proliferation. Both compounds showed stronger inhibitory effect on Con A-induced ERK phosphorylation than the known bioactive compounds 3 and 9, and suppressed the expression of early activation marker CD69, the intracellular level of IFN-γ, and the generation of CD3+IFN-γ+ effectors. Our data suggest that the novel iridoid glycosides might have a potential to modulate T cell-related pathologies.
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Affiliation(s)
- Petya Dimitrova
- Department of Immunology, The Stefan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, bl. 26 Acad. Georgi Bonchev Str., 1113 Sofia, Bulgaria
| | - Kalina Alipieva
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, bl. 9 Acad Georgi Bonchev Str., 1113 Sofia, Bulgaria.
| | - Tsvetinka Grozdanova
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, bl. 9 Acad Georgi Bonchev Str., 1113 Sofia, Bulgaria
| | - Svetlana Simova
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, bl. 9 Acad Georgi Bonchev Str., 1113 Sofia, Bulgaria
| | - Vassya Bankova
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, bl. 9 Acad Georgi Bonchev Str., 1113 Sofia, Bulgaria
| | - Milen I Georgiev
- Group of Plant Cell Biotechnology and Metabolomics, The Stefan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 139 Ruski Blvd., 4000 Plovdiv, Bulgaria
| | - Milena P Popova
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, bl. 9 Acad Georgi Bonchev Str., 1113 Sofia, Bulgaria
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21
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Lekishvili T, Campbell JJ. Rapid comparative immunophenotyping of human mesenchymal stromal cells by a modified fluorescent cell barcoding flow cytometric assay. Cytometry A 2017; 93:905-915. [DOI: 10.1002/cyto.a.23248] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 06/30/2017] [Accepted: 09/02/2017] [Indexed: 12/15/2022]
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22
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Giudice V, Feng X, Kajigaya S, Young NS, Biancotto A. Optimization and standardization of fluorescent cell barcoding for multiplexed flow cytometric phenotyping. Cytometry A 2017; 91:694-703. [PMID: 28692789 DOI: 10.1002/cyto.a.23162] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 05/01/2017] [Accepted: 06/09/2017] [Indexed: 11/08/2022]
Abstract
Fluorescent cell barcoding (FCB) is a cell-based multiplexing technique for high-throughput flow cytometry. Barcoded samples can be stained and acquired collectively, minimizing staining variability and antibody consumption, and decreasing required sample volumes. Combined with functional measurements, FCB can be used for drug screening, signaling profiling, and cytokine detection, but technical issues are present. We optimized the FCB technique for routine utilization using DyLight 350, DyLight 800, Pacific Orange, and CBD500 for barcoding six, nine, or 36 human peripheral blood specimens. Working concentrations of FCB dyes ranging from 0 to 500 μg/ml were tested, and viability dye staining was optimized to increase robustness of data. A five-color staining with surface markers for Vβ usage analysis in CD4+ and CD8+ T cells was achieved in combination with nine sample barcoding. We provide improvements of the FCB technique that should be useful for multiplex drug screening and for lymphocyte characterization and perturbations in the diagnosis and during the course of disease. Published 2017 by Wiley Periodicals, Inc., on behalf of International Society for Advancement of Cytometry. This article is a US government work and as such, is in the public domain in the United States of America.
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Affiliation(s)
- Valentina Giudice
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, 20892-1202
| | - Xingmin Feng
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, 20892-1202
| | - Sachiko Kajigaya
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, 20892-1202
| | - Neal S Young
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI), NIH, Bethesda, Maryland, 20892-1202
| | - Angélique Biancotto
- Center for Human Immunology, Autoimmunity, and Inflammation, NIH, Bethesda, Maryland, 20892-1202
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23
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Leelatian N, Doxie DB, Greenplate AR, Sinnaeve J, Ihrie RA, Irish JM. Preparing Viable Single Cells from Human Tissue and Tumors for Cytomic Analysis. CURRENT PROTOCOLS IN MOLECULAR BIOLOGY 2017; 118:25C.1.1-25C.1.23. [PMID: 28369679 PMCID: PMC5518778 DOI: 10.1002/cpmb.37] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Mass cytometry is a single-cell biology technique that samples >500 cells per second, measures >35 features per cell, and is sensitive across a dynamic range of >104 relative intensity units per feature. This combination of technical assets has powered a series of recent cytomic studies where investigators used mass cytometry to measure protein and phospho-protein expression in millions of cells, characterize rare cell types in healthy and diseased tissues, and reveal novel, unexpected cells. However, these advances largely occurred in studies of blood, lymphoid tissues, and bone marrow, since the cells in these tissues are readily obtained in single-cell suspensions. This unit establishes a primer for single-cell analysis of solid tumors and tissues, and has been tested with mass cytometry. The cells obtained from these protocols can be fixed for study, cryopreserved for long-term storage, or perturbed ex vivo to dissect responses to stimuli and inhibitors. © 2017 by John Wiley & Sons, Inc.
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Affiliation(s)
| | | | | | | | - Rebecca A. Ihrie
- Department of Cancer Biology, Vanderbilt University
- Department of Neurological Surgery, Vanderbilt University School of Medicine
- Department of Cell and Developmental Biology, Vanderbilt University
| | - Jonathan M. Irish
- Department of Cancer Biology, Vanderbilt University
- Department of Pathology, Microbiology and Immunology, Vanderbilt University
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24
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Marchev AS, Dimitrova P, Koycheva IK, Georgiev MI. Altered expression of TRAIL on mouse T cells via ERK phosphorylation by Rhodiola rosea L. and its marker compounds. Food Chem Toxicol 2017; 108:419-428. [PMID: 28189478 DOI: 10.1016/j.fct.2017.02.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2016] [Revised: 02/06/2017] [Accepted: 02/07/2017] [Indexed: 12/22/2022]
Abstract
Rhodiola rosea L. extracts have shown neuroprotective, anti-fatigue, anti-inflammatory and anti-tumor properties. However, the studies on their effect on T cell function are rather scarce. We examined the potential of R. rosea extract and its major constituents - salidroside, rosarin, rosavin and rosin to alter cell growth of human Jurkat T cells, apoptosis of splenic mouse CD3 T cells and expression of the surface markers and phosphorylation of extracellular signal-regulated kinase (ERK). The initial screening for cell viability in Jurkat T cells and for apoptosis of mouse T cells showed the strongest activity for rosavin and rosarin. Rosarin and rosavin did not alter significantly the dynamic of CD69 expression upon stimulation, but altered TNF-related apoptosis-inducing ligand (TRAIL) expression. Rosavin inhibited TRAIL up-regulation, while rosarin showed an opposite effect. Indeed, rosarin increased the frequencies of CD3+TRAIL+ T cells and the fold inhibition of ERK phosphorylation. Our data showed that different effects of rosarin and rosavin on TRAIL expression can involve distinct action on ERK signaling and hence highlighted their potential to manipulate TRAIL as a tool to rescue the resistance to apoptosis in autoimmune diseases and cancer.
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Affiliation(s)
- Andrey S Marchev
- Group of Plant Cell Biotechnology and Metabolomics, The Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 139 Ruski Blvd., 4000 Plovdiv, Bulgaria.
| | - Petya Dimitrova
- Department of Immunology, The Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 26 Georgi Bonchev Str., 1113 Sofia, Bulgaria
| | - Ivanka K Koycheva
- Group of Plant Cell Biotechnology and Metabolomics, The Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 139 Ruski Blvd., 4000 Plovdiv, Bulgaria
| | - Milen I Georgiev
- Group of Plant Cell Biotechnology and Metabolomics, The Stephan Angeloff Institute of Microbiology, Bulgarian Academy of Sciences, 139 Ruski Blvd., 4000 Plovdiv, Bulgaria.
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25
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Hsieh YJ, Yen MH, Chiang YW, Yeh CF, Chiang LC, Shieh DE, Yeh IJ, Chang JS. Gan-Lu-Siao-Du-yin, a prescription of traditional Chinese medicine, inhibited enterovirus 71 replication, translation, and virus-induced cell apoptosis. JOURNAL OF ETHNOPHARMACOLOGY 2016; 185:132-139. [PMID: 26993050 DOI: 10.1016/j.jep.2016.03.034] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 01/05/2016] [Accepted: 03/11/2016] [Indexed: 06/05/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Gan-Lu-Siao-Du-yin (GLSDY) is a prescription of traditional Chinese medicine. GLSDY contains 11 ingredients and is commonly used for endemic diseases. Enterovirus 71 (EV71) is an endemic disease that can cause meningoencephalitis with mortality and neurologic sequelae without any effective management. It is unknown whether GLSDY is effective against EV71 infection. AIM OF THE STUDY To test the hypothesis that GLSDY can protect cell from EV71-induced injury. MATERIALS AND METHODS Effects of a hot water extract of GLSDY on EV71 were tested in human foreskin fibroblast cells (CCFS-1/KMC) and human rhabdomyosarcoma cells (RD cells) by plaque reduction assay and flow cytometry respectively. Inhibition of viral replication was further examined by reverse quantitative RT-PCR (qRT-PCR). Its effect on viral protein translation and virus-induced apoptosis were examined by western blot. RESULTS GLSDY was dose-dependently effective against EV71 infection (p<0.0001) in both CCFS-1/KMC cells and RD cells. GLSDY was highly effective when supplemented after viral inoculation (P<0.0001) with an IC50 of 8.7μg/mL. GLSDY inhibited viral RNA replication (P<0.0001), formation of viral structural proteins (VP0, VP1, VP2 and VP3) and non-structural proteins (protease 2B and 3AB). Furthermore, 300μg/mL GLSDY is effective to inhibit virus-induced apoptosis possibly through direct inhibition of caspase-8 and indirectly by inhibition of Bax. CONCLUSIONS GLSDY is cheap and readily available to manage EV71 infection by inhibiting viral replication, viral protein formations, and EV71-induced apoptosis.
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Affiliation(s)
- Ya Ju Hsieh
- Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ming Hong Yen
- School of Pharmacy and Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Taiwan
| | - Ya Wen Chiang
- Department of Renal Care, College of Medicine, Kaohsiung Medical University, Taiwan
| | - Chia Feng Yeh
- Department of Renal Care, College of Medicine, Kaohsiung Medical University, Taiwan
| | - Lien Chai Chiang
- Department of Microbiology, School of Medicine, College of Medicine, Kaohsiung Medical University, Taiwan
| | - Den En Shieh
- Department of Food Science and Technology, Tajen University of Technology, Ping-Tung, Taiwan
| | - IJeng Yeh
- Division of Internal Medicine, Department of Emergency Medicine, Kaohsiung Medical University Hospital, Taiwan
| | - Jung San Chang
- Department of Renal Care, College of Medicine, Kaohsiung Medical University, Taiwan; Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, 100 Shih-Chuan 1st Road, Kaohsiung 80708, Taiwan.
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Hotson AN, Gopinath S, Nicolau M, Khasanova A, Finck R, Monack D, Nolan GP. Coordinate actions of innate immune responses oppose those of the adaptive immune system during Salmonella infection of mice. Sci Signal 2016; 9:ra4. [PMID: 26758212 DOI: 10.1126/scisignal.aaa9303] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The immune system enacts a coordinated response when faced with complex environmental and pathogenic perturbations. We used the heterogeneous responses of mice to persistent Salmonella infection to model system-wide coordination of the immune response to bacterial burden. We hypothesized that the variability in outcomes of bacterial growth and immune response across genetically identical mice could be used to identify immune elements that serve as integrators enabling co-regulation and interconnectedness of the innate and adaptive immune systems. Correlation analysis of immune response variation to Salmonella infection linked bacterial load with at least four discrete, interacting functional immune response "cassettes." One of these, the innate cassette, in the chronically infected mice included features of the innate immune system, systemic neutrophilia, and high serum concentrations of the proinflammatory cytokine interleukin-6. Compared with mice with a moderate bacterial load, mice with the highest bacterial burden exhibited high activity of this innate cassette, which was associated with a dampened activity of the adaptive T cell cassette-with fewer plasma cells and CD4(+) T helper 1 cells and increased numbers of regulatory T cells-and with a dampened activity of the cytokine signaling cassette. System-wide manipulation of neutrophil numbers revealed that neutrophils regulated signal transducer and activator of transcription (STAT) signaling in B cells during infection. Thus, a network-level approach demonstrated unappreciated interconnections that balanced innate and adaptive immune responses during the dynamic course of disease and identified signals associated with pathogen transmission status, as well as a regulatory role for neutrophils in cytokine signaling.
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Affiliation(s)
- Andrew N Hotson
- The Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA. Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Smita Gopinath
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Monica Nicolau
- The Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Anna Khasanova
- The Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Rachel Finck
- The Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA. Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Denise Monack
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Garry P Nolan
- The Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA. Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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Zunder ER, Lujan E, Goltsev Y, Wernig M, Nolan GP. A continuous molecular roadmap to iPSC reprogramming through progression analysis of single-cell mass cytometry. Cell Stem Cell 2016; 16:323-37. [PMID: 25748935 DOI: 10.1016/j.stem.2015.01.015] [Citation(s) in RCA: 134] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2014] [Revised: 10/10/2014] [Accepted: 01/23/2015] [Indexed: 12/21/2022]
Abstract
To analyze cellular reprogramming at the single-cell level, mass cytometry was used to simultaneously measure markers of pluripotency, differentiation, cell-cycle status, and cellular signaling throughout the reprogramming process. Time-resolved progression analysis of the resulting data sets was used to construct a continuous molecular roadmap for three independent reprogramming systems. Although these systems varied substantially in Oct4, Sox2, Klf4, and c-Myc stoichiometry, they presented a common set of reprogramming landmarks. Early in the reprogramming process, Oct4(high)Klf4(high) cells transitioned to a CD73(high)CD104(high)CD54(low) partially reprogrammed state. Ki67(low) cells from this intermediate population reverted to a MEF-like phenotype, but Ki67(high) cells advanced through the M-E-T and then bifurcated into two distinct populations: an ESC-like Nanog(high)Sox2(high)CD54(high) population and a mesendoderm-like Nanog(low)Sox2(low)Lin28(high)CD24(high)PDGFR-α(high) population. The methods developed here for time-resolved, single-cell progression analysis may be used for the study of additional complex and dynamic systems, such as cancer progression and embryonic development.
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Affiliation(s)
- Eli R Zunder
- Department of Microbiology and Immunology, Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ernesto Lujan
- Department of Pathology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Yury Goltsev
- Department of Microbiology and Immunology, Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Marius Wernig
- Department of Pathology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Garry P Nolan
- Department of Microbiology and Immunology, Baxter Laboratory for Stem Cell Biology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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Abstract
Recent advancements have driven the development of smaller footprint, less expensive, and user-friendly flow cytometers introducing the technology to more users.Flow cytometry is an established tool for multiparametric analysis of various important cellular characteristics. Fluorescent dyes or fluorophore-conjugated antibodies allow for measurement of protein expression, identification of cell populations, or DNA content analysis. This is combined with analysis of light-scattering detection to determine cell size and complexity to allow for the study of complex cell samples, such as whole blood. Through antibody staining for a variety of surface markers as well as intracellular proteins we can also elucidate intracellular signaling, and phosphor-signaling, on a single-cell basis.Here we describe the application of flow cytometry analysis to the tumor suppressor PTEN in various cancer cell lines and a mouse model.
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Affiliation(s)
- John F Woolley
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada.
| | - Leonardo Salmena
- Department of Pharmacology and Toxicology, University of Toronto, PrincessMargaret Cancer Centre, Room 4211, Medical SciencesBuilding, 1 King's College Circle, Toronto, M5S 1A8, ON, Canada
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Diggins KE, Ferrell PB, Irish JM. Methods for discovery and characterization of cell subsets in high dimensional mass cytometry data. Methods 2015; 82:55-63. [PMID: 25979346 PMCID: PMC4468028 DOI: 10.1016/j.ymeth.2015.05.008] [Citation(s) in RCA: 93] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 04/24/2015] [Accepted: 05/06/2015] [Indexed: 02/03/2023] Open
Abstract
The flood of high-dimensional data resulting from mass cytometry experiments that measure more than 40 features of individual cells has stimulated creation of new single cell computational biology tools. These tools draw on advances in the field of machine learning to capture multi-parametric relationships and reveal cells that are easily overlooked in traditional analysis. Here, we introduce a workflow for high dimensional mass cytometry data that emphasizes unsupervised approaches and visualizes data in both single cell and population level views. This workflow includes three central components that are common across mass cytometry analysis approaches: (1) distinguishing initial populations, (2) revealing cell subsets, and (3) characterizing subset features. In the implementation described here, viSNE, SPADE, and heatmaps were used sequentially to comprehensively characterize and compare healthy and malignant human tissue samples. The use of multiple methods helps provide a comprehensive view of results, and the largely unsupervised workflow facilitates automation and helps researchers avoid missing cell populations with unusual or unexpected phenotypes. Together, these methods develop a framework for future machine learning of cell identity.
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Affiliation(s)
- Kirsten E Diggins
- Cancer Biology, Vanderbilt University School of Medicine, United States
| | - P Brent Ferrell
- Medicine/Division of Hematology-Oncology, Vanderbilt University School of Medicine, United States
| | - Jonathan M Irish
- Cancer Biology, Vanderbilt University School of Medicine, United States; Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, United States.
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HDL-bound sphingosine-1-phosphate restrains lymphopoiesis and neuroinflammation. Nature 2015; 523:342-6. [PMID: 26053123 PMCID: PMC4506268 DOI: 10.1038/nature14462] [Citation(s) in RCA: 170] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2014] [Accepted: 04/08/2015] [Indexed: 12/16/2022]
Abstract
Lipid mediators influence immunity in myriad ways. For example, circulating sphingosine 1-phosphate (S1P) is a key regulator of lymphocyte egress1,2. Although the majority of plasma S1P is bound to apolipoprotein M (ApoM) in the high-density lipoprotein (HDL) particle3, immunological functions of the ApoM-S1P complex are unknown. Here, we show that ApoM-S1P is dispensable for lymphocyte trafficking yet restrains lymphopoiesis by activating the S1P1 receptor on bone marrow (BM) lymphocyte progenitors. Mice that lacked ApoM (Apom−/−) had increased proliferation of Lin−Sca1+cKit+ hematopoietic progenitor cells (LSK) and common lymphoid progenitors (CLP) in BM. Pharmacologic activation or genetic overexpression of S1P1 suppressed LSK and CLP proliferation in vivo. ApoM was stably associated with BM CLPs, which showed active S1P1 signaling in vivo4. Moreover, ApoM+HDL, but not albumin-bound S1P, inhibited lymphopoiesis in vitro. Upon immune stimulation, Apom−/− mice developed more severe experimental autoimmune encephalomyelitis5, characterized by increased lymphocytes in the central nervous system (CNS) and breakdown of the blood-brain barrier. Thus, the ApoM-S1P-S1P1 signaling axis restrains the lymphocyte compartment and subsequently, adaptive immune responses. Unique biological functions imparted by specific S1P chaperones could be exploited for novel therapeutic opportunities.
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Yeh CF, Wang KC, Lu CY, Chiang LC, Shieh DE, Yen MH, Chang JS. Yakammaoto inhibits enterovirus 71 infection by reducing viral attachment, internalization, replication, and translation. Kaohsiung J Med Sci 2015; 31:293-302. [PMID: 26043408 DOI: 10.1016/j.kjms.2015.02.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 01/16/2015] [Accepted: 02/02/2015] [Indexed: 12/12/2022] Open
Abstract
Enterovirus 71 (EV71) can cause central nervous system infections with mortality and neurologic sequelae. At present, there is no effective therapeutic modality for EV71 infection. The infection is more common in families with poor socioeconomic status. Therefore, finding a readily available, cost-effective therapeutic modality would be very helpful to these socioeconomically disadvantaged families. Yakammaoto is a cheap and readily available traditional prescription that is proven to have antiviral activity against coxsackievirus B4 (CVB4). CVB4 and EV71 are enteroviruses. In this study, we evaluated the antiviral activity of hot water extract of yakammaoto against EV71. The results of plaque reduction assay and flow cytometry demonstrated that yakammaoto dose dependently inhibited EV71 infection. In addition, reverse transcription-polymerase chain reaction (RT-PCR) and quantitative RT-PCR results showed that yakammaoto reduced viral replication. Western blotting analysis showed that yakammaoto can inhibit viral protein production. Thus, our results suggest that yakammaoto should be considered to manage EV71 infection in the future.
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Affiliation(s)
- Chia-Feng Yeh
- Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Kuo-Chih Wang
- Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chi-Yu Lu
- Department of Biochemistry, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Center of Excellence for Environmental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Lien-Chai Chiang
- Department of Microbiology, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Den-En Shieh
- Department of Food Science and Technology, Tajen University of Technology, Ping-Tung, Taiwan
| | - Ming-Hong Yen
- School of Pharmacy and Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Jung-San Chang
- Department of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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Esakky P, Hansen DA, Drury AM, Moley KH. Cigarette smoke-induced cell cycle arrest in spermatocytes [GC-2spd(ts)] is mediated through crosstalk between Ahr-Nrf2 pathway and MAPK signaling. J Mol Cell Biol 2014; 7:73-87. [PMID: 25548370 DOI: 10.1093/jmcb/mju049] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Our earlier studies have demonstrated that the cigarette smoke in the form of cigarette smoke condensate (CSC) causes growth arrest of a mouse spermatocyte cell line [GC-2spd(ts)] through activation of the AHR-NRF2 pathway. The present study demonstrates the CSC-activated p38 and ERK MAPK signaling in GC-2spd(ts) via arylhydrocarbon receptor (AHR). Pharmacological inhibition by using AHR-antagonist, or p38 MAPK and ERK (MEK1) inhibitors significantly abrogates CSC-induced growth arrest by AHR and MAPK inactivation. QRT-PCR, western blot, and immunofluorescence of Ahr-target of Nrf2, and stress-inducible growth suppressive Atf3 and E2f4 following treatments indicate a crosstalk among these pathways. Regulation of Atf3 by Nrf2 and Ahr through RNA interference suggests the existence of a cross-regulatory loop between the targets. CSC induction of E2f4 via Atf3 and its regulation by pharmacological inhibitors reveal a possible regulatory mechanism of growth inhibitory CSC. SiRNA silencing of Ahr, Nrf2, Atf3, and E2f4 genes and downregulation of cyclins by CSC corroborate the growth inhibitory effect of cigarette smoke. Thus, the data obtained suggest that the CSC-mediated MAPKs and AHR-NRF2 crosstalks lay the molecular basis for the growth arrest and cell death of spermatocytes.
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Affiliation(s)
- Prabagaran Esakky
- Research, Department of Veterans Affairs Medical Center, St. Louis, MO 63106, USA Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Deborah A Hansen
- Research, Department of Veterans Affairs Medical Center, St. Louis, MO 63106, USA
| | - Andrea M Drury
- Research, Department of Veterans Affairs Medical Center, St. Louis, MO 63106, USA Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Kelle H Moley
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO 63110, USA
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33
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Assessment of the Potential of CDK2 Inhibitor NU6140 to Influence the Expression of Pluripotency Markers NANOG, OCT4, and SOX2 in 2102Ep and H9 Cells. Int J Cell Biol 2014; 2014:280638. [PMID: 25477962 PMCID: PMC4248398 DOI: 10.1155/2014/280638] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Revised: 10/10/2014] [Accepted: 10/14/2014] [Indexed: 01/22/2023] Open
Abstract
As cyclin-dependent kinases (CDKs) regulate cell cycle progression and RNA transcription, CDKs are attractive targets for creating cancer cell treatments. In this study we investigated the effects of the small molecular agent NU6140 (inhibits CDK2 and cyclin A interaction) on human embryonic stem (hES) cells and embryonal carcinoma-derived (hEC) cells via the expression of transcription factors responsible for pluripotency. A multiparameter flow cytometric method was used to follow changes in the expression of NANOG, OCT4, and SOX2 together in single cells. Both hES and hEC cells responded to NU6140 treatment by induced apoptosis and a decreased expression of NANOG, OCT4, and SOX2 in surviving cells. A higher sensitivity to NU6140 application in hES than hEC cells was detected. NU6140 treatment arrested hES and hEC cells in the G2 phase and inhibited entry into the M phase as evidenced by no significant increase in histone 3 phosphorylation. When embryoid bodies (EBs) formed from NU6104 treated hES cells were compared to EBs from untreated hES cells differences in ectodermal, endodermal, and mesodermal lineages were found. The results of this study highlight the importance of CDK2 activity in maintaining pluripotency of hES and hEC cells and in differentiation of hES cells.
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Behbehani GK, Thom C, Zunder ER, Finck R, Gaudilliere B, Fragiadakis GK, Fantl WJ, Nolan GP. Transient partial permeabilization with saponin enables cellular barcoding prior to surface marker staining. Cytometry A 2014; 85:1011-9. [PMID: 25274027 DOI: 10.1002/cyto.a.22573] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2014] [Revised: 08/19/2014] [Accepted: 09/15/2014] [Indexed: 12/29/2022]
Abstract
Fluorescent cellular barcoding and mass-tag cellular barcoding are cytometric methods that enable high sample throughput, minimize inter-sample variation, and reduce reagent consumption. Previously employed barcoding protocols require that barcoding be performed after surface marker staining, complicating combining the technique with measurement of alcohol-sensitive surface epitopes. This report describes a method of barcoding fixed cells after a transient partial permeabilization with 0.02% saponin that results in efficient and consistent barcode staining with fluorescent or mass-tagged reagents while preserving surface marker staining. This approach simplifies barcoding protocols and allows direct comparison of surface marker staining of multiple samples without concern for variations in the antibody cocktail volume, antigen-antibody ratio, or machine sensitivity. Using this protocol, cellular barcoding can be used to reliably detect subtle differences in surface marker expression.
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Affiliation(s)
- Gregory K Behbehani
- Baxter Laboratory for Stem Cell Biology, Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California; Divisions of Hematology and Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California
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35
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Clutter MR, Krutzik PO, Nolan GP. Phospho-specific flow cytometry in drug discovery. DRUG DISCOVERY TODAY. TECHNOLOGIES 2014; 2:295-302. [PMID: 24981951 DOI: 10.1016/j.ddtec.2005.08.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Here we present phospho-specific flow cytometry as a new tool for drug discovery with applications throughout the drug development pipeline, from target identification to library screening, disease model assessment and clinical screening and diagnostics. The single cell, multiparameter nature of flow cytometry generates high-content datasets, and current improvements in the technology are rapidly increasing its high-throughput capacity, making it a valuable platform in modern drug discovery.:
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Affiliation(s)
- Matthew R Clutter
- Baxter Laboratory of Genetic Pharmacology, Department of Microbiology and Immunology, School of Medicine, Stanford University, 269 Campus Drive, CCSR 3205, Stanford, CA 94305, USA
| | - Peter O Krutzik
- Baxter Laboratory of Genetic Pharmacology, Department of Microbiology and Immunology, School of Medicine, Stanford University, 269 Campus Drive, CCSR 3205, Stanford, CA 94305, USA
| | - Garry P Nolan
- Baxter Laboratory of Genetic Pharmacology, Department of Microbiology and Immunology, School of Medicine, Stanford University, 269 Campus Drive, CCSR 3205, Stanford, CA 94305, USA.
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36
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Freeman BE, Meyer C, Slifka MK. Anti-inflammatory cytokines directly inhibit innate but not adaptive CD8+ T cell functions. J Virol 2014; 88:7474-84. [PMID: 24741101 PMCID: PMC4054413 DOI: 10.1128/jvi.00658-14] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Accepted: 04/14/2014] [Indexed: 11/20/2022] Open
Abstract
UNLABELLED Virus-specific CD8(+) T cells provide classical adaptive immunity by responding to cognate peptide antigen, but they may also act in an "innate" capacity by responding directly to cytokine stimulation. Here, we examined regulation of these distinct T cell functions by anti-inflammatory cytokines (interleukin-4 [IL-4], IL-10, and transforming growth factor β [TGF-β]). Innate gamma interferon (IFN-γ) production by CD8(+) T cells following exposure to IL-12 plus IL-18, IL-12 plus tumor necrosis factor alpha (TNF-α), or IL-12 plus IL-15 was inhibited by exposure to anti-inflammatory cytokines either before or shortly after stimulation. However, inhibition was not universal, as other activation parameters, including upregulation of CD25 and CD69, remained largely unaltered. In contrast, peptide-specific T cell responses were resistant to inhibition by anti-inflammatory cytokines. This was not due to downregulation of cytokine receptor expression or an inability to signal through cytokine receptors since phosphorylation of STAT proteins remained intact. These results highlight key differences in cytokine-mediated regulation of innate and adaptive T cell functions, which may help balance effective antiviral immune responses while reducing T cell-mediated immunopathology. IMPORTANCE This study demonstrates key differences between the regulation of "innate" and "adaptive" CD8(+) T cell functions following activation by innate cytokines or viral peptide. Innate production of IFN-γ by CD8(+) T cells following exposure to IL-12 plus IL-18, IL-12 plus TNF-α, or IL-12 plus IL-15 was inhibited by exposure to anti-inflammatory cytokines (IL-4, IL-10, and TGF-β). However, inhibition was not universal, as other activation parameters, including upregulation of CD25 and CD69, remained largely unaltered. In contrast, peptide-specific T cell responses were resistant to inhibition by anti-inflammatory cytokines. This distinct regulation of innate and adaptive T cell functions may serve to reduce T cell-mediated immunopathology while still allowing for effective antiviral responses at a site of infection.
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Affiliation(s)
- Bailey E Freeman
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon, USA Department of Molecular Microbiology and Immunology, Oregon Health & Science University, Beaverton, Oregon, USA
| | - Christine Meyer
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon, USA Department of Molecular Microbiology and Immunology, Oregon Health & Science University, Beaverton, Oregon, USA
| | - Mark K Slifka
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Beaverton, Oregon, USA Department of Molecular Microbiology and Immunology, Oregon Health & Science University, Beaverton, Oregon, USA
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Ferreira C, Palmer D, Blake K, Garden OA, Dyson J. Reduced regulatory T cell diversity in NOD mice is linked to early events in the thymus. THE JOURNAL OF IMMUNOLOGY 2014; 192:4145-52. [PMID: 24663675 DOI: 10.4049/jimmunol.1301600] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
The thymic natural regulatory T cell (Treg) compartment of NOD mice is unusual in having reduced TCR diversity despite normal cellularity. In this study, we show that this phenotype is attributable to perturbations in early and late stages of thymocyte development and is controlled, at least in part, by the NOD Idd9 region on chromosome 4. Progression from double negative 1 to double negative 2 stage thymocytes in NOD mice is inefficient; however, this defect is compensated by increased proliferation of natural Tregs (nTregs) within the single positive CD4 thymocyte compartment, accounting for recovery of cellularity accompanied by loss of TCR diversity. This region also underlies the known attenuation of ERK-MAPK signaling, which may preferentially disadvantage nTreg selection. Interestingly, the same genetic region also regulates the rate of thymic involution that is accelerated in NOD mice. These findings highlight further complexity in the control of nTreg repertoire diversity.
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Affiliation(s)
- Cristina Ferreira
- Department of Medicine, Imperial College London, London W12 0NN, United Kingdom
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38
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SOX2 Is Regulated Differently from NANOG and OCT4 in Human Embryonic Stem Cells during Early Differentiation Initiated with Sodium Butyrate. Stem Cells Int 2014; 2014:298163. [PMID: 24707296 PMCID: PMC3951062 DOI: 10.1155/2014/298163] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2013] [Accepted: 01/07/2014] [Indexed: 01/04/2023] Open
Abstract
Transcription factors NANOG, OCT4, and SOX2 regulate self-renewal and pluripotency in human embryonic stem (hES) cells; however, their expression profiles during early differentiation of hES cells are unclear. In this study, we used multiparameter flow cytometric assay to detect all three transcription factors (NANOG, OCT4, and SOX2) simultaneously at single cell level and monitored the changes in their expression during early differentiation towards endodermal lineage (induced by sodium butyrate). We observed at least four distinct populations of hES cells, characterized by specific expression patterns of NANOG, OCT4, and SOX2 and differentiation markers. Our results show that a single cell can express both differentiation and pluripotency markers at the same time, indicating a gradual mode of developmental transition in these cells. Notably, distinct regulation of SOX2 during early differentiation events was detected, highlighting the potential importance of this transcription factor for self-renewal of hES cells during differentiation.
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Gardner JC, Noel JG, Nikolaidis NM, Karns R, Aronow BJ, Ogle CK, McCormack FX. G-CSF drives a posttraumatic immune program that protects the host from infection. THE JOURNAL OF IMMUNOLOGY 2014; 192:2405-17. [PMID: 24470495 DOI: 10.4049/jimmunol.1302752] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Traumatic injury is generally considered to have a suppressive effect on the immune system, resulting in increased susceptibility to infection. Paradoxically, we found that thermal injury to the skin induced a robust time-dependent protection of mice from a lethal Klebsiella pneumoniae pulmonary challenge. The protective response was neutrophil dependent and temporally associated with a systemic increase in neutrophils resulting from a reprioritization of hematopoiesis toward myeloid lineages. A prominent and specific activation of STAT3 in the bone marrow preceded the myeloid shift in that compartment, in association with durable increases in STAT3 activating serum cytokines G-CSF and IL-6. Neutralization of the postburn increase in serum G-CSF largely blocked STAT3 activation in marrow cells, reversing the hematopoietic changes and systemic neutrophilia. Daily administration of rG-CSF was sufficient to recapitulate the changes induced by injury including hematopoietic reprioritization and protection from pulmonary challenge with K. pneumoniae. Analysis of posttraumatic gene expression patterns in humans reveals that they are also consistent with a role for G-CSF as a switch that activates innate immune responses and suppresses adaptive immune responses. Our findings suggest that the G-CSF STAT3 axis constitutes a key protective mechanism induced by injury to reduce the risk for posttraumatic infection.
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Affiliation(s)
- Jason C Gardner
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Cincinnati College of Medicine, Cincinnati, OH 45267
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40
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Duraiswamy J, Freeman GJ, Coukos G. Therapeutic PD-1 pathway blockade augments with other modalities of immunotherapy T-cell function to prevent immune decline in ovarian cancer. Cancer Res 2013; 73:6900-12. [PMID: 23975756 DOI: 10.1158/0008-5472.can-13-1550] [Citation(s) in RCA: 225] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The tumor microenvironment mediates induction of the immunosuppressive programmed cell death-1 (PD-1) pathway, and targeted interventions against this pathway can help restore antitumor immunity. To gain insight into these responses, we studied the interaction between PD-1 expressed on T cells and its ligands (PD-1:PD-L1, PD-1:PD-L2, and PD-L1:B7.1), expressed on other cells in the tumor microenvironment, using a syngeneic orthotopic mouse model of epithelial ovarian cancer (ID8). Exhaustion of tumor-infiltrating lymphocytes (TIL) correlated with expression of PD-1 ligands by tumor cells and tumor-derived myeloid cells, including tumor-associated macrophages (TAM), dendritic cells, and myeloid-derived suppressor cells (MDSC). When combined with GVAX or FVAX vaccination (consisting of irradiated ID8 cells expressing granulocyte macrophage colony-stimulating factor or FLT3 ligand) and costimulation by agonistic α-4-1BB or TLR 9 ligand, antibody-mediated blockade of PD-1 or PD-L1 triggered rejection of ID8 tumors in 75% of tumor-bearing mice. This therapeutic effect was associated with increased proliferation and function of tumor antigen-specific effector CD8(+) T cells, inhibition of suppressive regulatory T cells (Treg) and MDSC, upregulation of effector T-cell signaling molecules, and generation of T memory precursor cells. Overall, PD-1/PD-L1 blockade enhanced the amplitude of tumor immunity by reprogramming suppressive and stimulatory signals that yielded more powerful cancer control.
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Affiliation(s)
- Jaikumar Duraiswamy
- Authors' Affiliations: Ovarian Cancer Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; and Department of Oncology and Ludwig Center for Cancer Research, University Hospital of Lausanne, Lausanne, Switzerland
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Burton OT, Darling AR, Zhou JS, Noval-Rivas M, Jones TG, Gurish MF, Chatila TA, Oettgen HC. Direct effects of IL-4 on mast cells drive their intestinal expansion and increase susceptibility to anaphylaxis in a murine model of food allergy. Mucosal Immunol 2013; 6:740-50. [PMID: 23149659 PMCID: PMC3600405 DOI: 10.1038/mi.2012.112] [Citation(s) in RCA: 90] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Interleukin (IL)-4 has critical roles in allergic disorders, including food hypersensitivity. The direct effects of the cytokine on the survival and function of mast cells, the key effectors of food anaphylaxis, have not been established. In this study, we demonstrate that IL-4 induces a marked intestinal mastocytosis in mice. This phenotype is reproduced in animals expressing Il4rαF709, an activating variant of the IL-4 receptor α-chain (IL-4Rα). Il4rαF709 mice exhibit enhanced anaphylactic reactions but unaltered physiological responses to vasoactive mediators. IL-4 induces Bcl-2 and Bcl-X(L) and enhances survival and stimulates proliferation in cultured bone marrow-derived mast cells (BMMC). These effects are STAT6 (signal transducer and activator of transcription factor 6)-dependent and are amplified in Il4rαF709 BMMC. In competitive bone marrow chimeras, Il4rαF709 mast cells display a substantial competitive advantage over wild-type mast cells, which, in turn, prevail over IL-4Rα⁻/⁻ mast cells in populating the intestine, establishing a cell-intrinsic effect of IL-4 in intestinal mast cell homeostasis. Our results demonstrate that IL-4-signaling is a key determinant of mast cell expansion in food allergy.
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Affiliation(s)
- Oliver T Burton
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Alanna R Darling
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Joseph S Zhou
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Magali Noval-Rivas
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Tatiana G Jones
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Michael F Gurish
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Talal A Chatila
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA 02115, USA
| | - Hans C Oettgen
- Department of Pediatrics, Boston Children’s Hospital, Boston, MA 02115, USA,To whom correspondence should be addressed: Hans C. Oettgen, M.D., Ph.D., Division of Immunology, Children’s Hospital Boston, 300 Longwood Avenue, Boston, MA 02115, Tel: 617-919-2488, Fax: 617-730-0528,
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42
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Cotari JW, Voisinne G, Altan-Bonnet G. Diversity training for signal transduction: leveraging cell-to-cell variability to dissect cellular signaling, differentiation and death. Curr Opin Biotechnol 2013; 24:760-6. [PMID: 23747193 DOI: 10.1016/j.copbio.2013.05.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2013] [Revised: 05/03/2013] [Accepted: 05/09/2013] [Indexed: 12/18/2022]
Abstract
Populations of 'identical' cells are rarely truly identical. Even when in the same state of differentiation, isogenic cells may vary in expression of key signaling regulators, activate signal transduction at different thresholds, and consequently respond heterogeneously to a given stimulus. Here, we review how new experimental and analytical techniques are suited to connect these different levels of variability, quantitatively mapping the effects of cell-to-cell variability on cellular decision-making. In particular, we summarize how this helps classify signaling regulators according to the impact of their variability on biological functions. We further discuss how variability can also be leveraged to shed light on the molecular mechanisms regulating cellular signaling, from the individual cell to the population of cells as a whole.
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Affiliation(s)
- Jesse W Cotari
- ImmunoDynamics Group, Program in Computational Biology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
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43
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Duraiswamy J, Kaluza KM, Freeman GJ, Coukos G. Dual blockade of PD-1 and CTLA-4 combined with tumor vaccine effectively restores T-cell rejection function in tumors. Cancer Res 2013; 73:3591-603. [PMID: 23633484 DOI: 10.1158/0008-5472.can-12-4100] [Citation(s) in RCA: 526] [Impact Index Per Article: 47.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Tumor progression is facilitated by regulatory T cells (Treg) and restricted by effector T cells. In this study, we document parallel regulation of CD8(+) T cells and Foxp3(+) Tregs by programmed death-1 (PD-1, PDCD1). In addition, we identify an additional role of CTL antigen-4 (CTLA-4) inhibitory receptor in further promoting dysfunction of CD8(+) T effector cells in tumor models (CT26 colon carcinoma and ID8-VEGF ovarian carcinoma). Two thirds of CD8(+) tumor-infiltrating lymphocytes (TIL) expressed PD-1, whereas one third to half of CD8(+) TIL coexpressed PD-1 and CTLA-4. Double-positive (PD-1(+)CTLA-4(+)) CD8(+) TIL had characteristics of more severe dysfunction than single-positive (PD-1(+) or CTLA-4(+)) TIL, including an inability to proliferate and secrete effector cytokines. Blockade of both PD-1 and CTLA-4 resulted in reversal of CD8(+) TIL dysfunction and led to tumor rejection in two thirds of mice. Double blockade was associated with increased proliferation of antigen-specific effector CD8(+) and CD4(+) T cells, antigen-specific cytokine release, inhibition of suppressive functions of Tregs, and upregulation of key signaling molecules critical for T-cell function. When used in combination with GVAX vaccination (consisting of granulocyte macrophage colony-stimulating factor-expressing irradiated tumor cells), inhibitory pathway blockade induced rejection of CT26 tumors in 100% of mice and ID8-VEGF tumors in 75% of mice. Our study indicates that PD-1 signaling in tumors is required for both suppressing effector T cells and maintaining tumor Tregs, and that PD-1/PD-L1 pathway (CD274) blockade augments tumor inhibition by increasing effector T-cell activity, thereby attenuating Treg suppression.
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Affiliation(s)
- Jaikumar Duraiswamy
- Ovarian Cancer Research Center; Department of Obstetrics & Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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MicroRNA-17~92 regulates effector and memory CD8 T-cell fates by modulating proliferation in response to infections. Blood 2013; 121:4473-83. [PMID: 23596046 DOI: 10.1182/blood-2012-06-435412] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The precise microRNAs and their target cellular processes involved in generation of durable T-cell immunity remain undefined. Here we show a dynamic regulation of microRNAs as CD8 T cells differentiate from naïve to effector and memory states, with short-lived effectors transiently expressing higher levels of oncogenic miR-17-92 compared with the relatively less proliferating memory-fated effectors. Conditional CD8 T-cell-intrinsic gain or loss of expression of miR-17-92 in mature cells after activation resulted in striking reciprocal effects compared with wild-type counterparts in the same infection milieu-miR-17-92 deletion resulted in lesser proliferation of antigen-specific cells during primary expansion while favoring enhanced IL-7Rα and Bcl-2 expression and multicytokine polyfunctionality; in contrast, constitutive expression of miR-17-92 promoted terminal effector differentiation, with decreased formation of polyfunctional lymphoid memory cells. Increased proliferation upon miR-17-92 overexpression correlated with decreased expression of tumor suppressor PTEN and increased PI3K-AKT-mTOR signaling. Thus, these studies identify miR17-92 as a critical regulator of CD8 T-cell expansion and effector and memory lineages in the physiological context of acute infection, and present miR-17-92 as a potential target for modulating immunologic outcome after vaccination or immunotherapeutic treatments of cancer, chronic infections, or autoimmune disorders.
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Cotari JW, Voisinne G, Dar OE, Karabacak V, Altan-Bonnet G. Cell-to-cell variability analysis dissects the plasticity of signaling of common γ chain cytokines in T cells. Sci Signal 2013; 6:ra17. [PMID: 23482665 DOI: 10.1126/scisignal.2003240] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Natural variability in the abundance of signaling regulators can lead to divergence in cell fate, even within genetically identical cells that share a common differentiation state. We introduce cell-to-cell variability analysis (CCVA), an experimental and computational methodology that quantifies the correlation between variability in signaling regulator abundance and variation in the sensitivity of cells to stimuli. With CCVA, we investigated the unexpected effects of the interleukin 2 (IL-2) receptor α chain (IL-2Rα) on the sensitivity of primary mouse T lymphocytes to cytokines that signal through receptors that have the common γ chain (γ(c)). Our work showed that increased IL-2Rα abundance decreased the concentration of IL-2 required for a half-maximal activation (EC(50)) of the downstream effector signal transducer and activator of transcription 5 (STAT5), but reduced the responsiveness to IL-7 or IL-15, without affecting the EC(50) values of other γ(c) cytokines. To investigate the mechanism of the effect of IL-2Rα on γ(c) cytokine signaling, we introduced a Bayesian-inference computational framework that models the formation of receptor signaling complexes with data from previous biophysical measurements. With this framework, we found that a model in which IL-2Rα drives γ(c) depletion through the assembly of functional IL-2R complexes was consistent with both the CCVA data and experimental measurements. The combination of CCVA and computational modeling produced quantitative understanding of the crosstalk between γ(c) cytokine receptor signaling in T lymphocytes.
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Affiliation(s)
- Jesse W Cotari
- ImmunoDynamics Group, Programs in Computational Biology and Immunology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA.,Center for Cancer Systems Biology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Guillaume Voisinne
- ImmunoDynamics Group, Programs in Computational Biology and Immunology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA.,Center for Cancer Systems Biology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Orly Even Dar
- ImmunoDynamics Group, Programs in Computational Biology and Immunology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Volkan Karabacak
- ImmunoDynamics Group, Programs in Computational Biology and Immunology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA.,Center for Cancer Systems Biology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
| | - Grégoire Altan-Bonnet
- ImmunoDynamics Group, Programs in Computational Biology and Immunology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA.,Center for Cancer Systems Biology, Memorial Sloan-Kettering Cancer Center, New York, NY 10065, USA
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Reichenbach DK, Finn OJ. Early in vivo signaling profiles in MUC1-specific CD4 + T cells responding to two different MUC1-targeting vaccines in two different microenvironments. Oncoimmunology 2013; 2:e23429. [PMID: 23802084 PMCID: PMC3661169 DOI: 10.4161/onci.23429] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2012] [Accepted: 12/28/2012] [Indexed: 12/12/2022] Open
Abstract
Vaccines are beginning to be explored for as measures to prevent cancer. Since determining the efficacy of vaccines by evaluating disease outcome requires a long time, there is an urgent need for early predictive biomarkers. To this end, immunological endpoints that can be assessed weeks or months post-vaccination are currently being evaluated. However, when multiple vaccines are available, waiting for the development of humoral and cellular immunity could still cause delays, whereas early assessments would allow for a timely shift to more effective prevention modalities. Applying the phospho-flow technique to primary T cells, we examined the phosphorylation status of various proteins that shape the activation, proliferation, and differentiation of mucin 1 (MUC1)-specific CD4+ T cells within the first 24 hours post-immunization. It is known that a vaccine composed of a MUC1-derived peptide loaded on dendritic cells is more effective in eliciting T-cell responses than a vaccine including the same peptide plus an adjuvant. Both these vaccines stimulate T cells more effectively in wild-type (WT) than in MUC1-transgenic mice. We examined if the signaling events downstream of the TCR or linked to various proliferative and survival pathways, monitored in two different hosts as early as 3, 6, 12 and 24 hours post-immunization, could predict the differential potential of these two MUC1-targeting vaccines. The signaling signatures that we obtained primarily reflect differences between the vaccines rather than between the hosts. We demonstrate the feasibility of using a phospho-flow-based approach to evaluate the potential of a given vaccine to elicit a desired immune response.
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Affiliation(s)
- Dawn K. Reichenbach
- University of Pittsburgh School of Medicine; Department of Immunology; Pittsburgh, PA USA
| | - Olivera J. Finn
- University of Pittsburgh School of Medicine; Department of Immunology; Pittsburgh, PA USA
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Wang W, Akbarian V, Audet J. Biochemical measurements on single erythroid progenitor cells shed light on the combinatorial regulation of red blood cell production. MOLECULAR BIOSYSTEMS 2012; 9:234-45. [PMID: 23168618 DOI: 10.1039/c2mb25348h] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Adult bone marrow (BM) erythrocyte colony-forming units (CFU-Es) are important cellular targets for the treatment of anemia and also for the manufacture of red blood cells (RBCs) ex vivo. We obtained quantitative biochemical measurements from single and small numbers of CFU-Es by isolating and analyzing c-Kit(+)CD71(high)Ter119(-) cells from adult mouse BM and this allowed us to identify two mechanisms that can be manipulated to increase RBC production. As expected, maximum RBC output was obtained when CFU-Es were stimulated with a combination of Stem Cell Factor (SCF) and Erythropoietin (EPO) mainly because SCF supports a transient CFU-E expansion and EPO promotes the survival and terminal differentiation of erythroid progenitors. However, we found that one of the main factors limiting the output in RBCs was that EPO induces a downregulation of c-Kit expression which limits the transient expansion of CFU-Es. In the presence of SCF, the EPO-mediated downregulation of c-Kit on CFU-Es is delayed but still significant. Moreover, treatment of CFU-Es with 1-Naphthyl PP1 could partially inhibit the downregulation of c-Kit induced by EPO, suggesting that this process is dependent on a Src family kinase, v-Src and/or c-Fyn. We also found that CFU-E survival and proliferation was dependent on the level of time-integrated extracellular-regulated kinase (ERK) activation in these cells, all of which could be significantly increased when SCF and EPO were combined with mouse fetal liver-derived factors. Taken together, these results suggest two novel molecular strategies to increase RBC production and regeneration.
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Affiliation(s)
- Weijia Wang
- Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, 164 College Street, Rm 407, Toronto, ON, Canada M5S 3G9
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Regulating type 1 IFN effects in CD8 T cells during viral infections: changing STAT4 and STAT1 expression for function. Blood 2012; 120:3718-28. [PMID: 22968462 DOI: 10.1182/blood-2012-05-428672] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Type 1 IFNs can conditionally activate all of the signal transducers and activators of transcription molecules (STATs), including STAT4. The best-characterized signaling pathways use STAT1, however, and type 1 IFN inhibition of cell proliferation is STAT1 dependent. We report that type 1 IFNs can basally stimulate STAT1- and STAT4-dependent effects in CD8 T cells, but that CD8 T cells responding to infections of mice with lymphocytic choriomenigitis virus have elevated STAT4 and lower STAT1 expression with significant consequences for modifying the effects of type 1 IFN exposure. The phenotype was associated with preferential type 1 IFN activation of STAT4 compared with STAT1. Stimulation through the TCR induced elevated STAT4 expression, and STAT4 was required for peak expansion of antigen-specific CD8 T cells, low STAT1 levels, and resistance to type 1 IFN-mediated inhibition of proliferation. Thus, a mechanism is discovered for regulating the consequences of type 1 IFN exposure in CD8 T cells, with STAT4 acting as a key molecule in driving optimal antigen-specific responses and overcoming STAT1-dependent inhibition of proliferation.
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Noel G, DeKoter RP, Wang Q, Hexley P, Ogle CK. Optimization and application of a flow cytometric PU.1 assay for murine immune cells. J Immunol Methods 2012; 382:81-92. [DOI: 10.1016/j.jim.2012.05.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2012] [Revised: 03/30/2012] [Accepted: 05/03/2012] [Indexed: 11/25/2022]
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50
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STAT3 genotypic variation and cellular STAT3 activation and colon leukocyte recruitment in pediatric Crohn disease. J Pediatr Gastroenterol Nutr 2012; 55:32-43. [PMID: 22197944 PMCID: PMC3996847 DOI: 10.1097/mpg.0b013e318246be78] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Genotypic variation in signal transducer and activator of transcription 3 (STAT3) increases risk for inflammatory bowel disease (IBD), and STAT3-dependent inflammatory networks are induced in the colon in these patients. We hypothesized that STAT3 "A" risk allele carriage would be associated with increased cellular STAT3 activation and colon leukocyte recruitment. METHODS Colonic expression of genes regulating STAT3 signaling and leukocyte recruitment and function was measured in pediatric patients with Crohn disease (CD) stratified by STAT3 genotype. The frequency of colonic pSTAT3* and CXCR2* neutrophils was determined using immunohistochemistry. STAT3 tyrosine phosphorylation (pSTAT3) was measured in circulating leukocytes by flow cytometry, and mechanisms regulating STAT3 activation were tested in IBD Epstein-Barr virus (EBV)-transformed lymphocytes (EBL). RESULTS Colonic expression of interleukin 6 (IL-6), the STAT3 target gene SOCS3, the neutrophil chemoattractants IL-8, CXCL1, and CXCL3, and the neutrophil products S100A8, S100A9, and S100A12 were increased in patients carrying the STAT3 "A" risk allele. The frequency of neutrophils expressing the cognate receptor for IL-8, CXCR2, was increased in colonic biopsies from patients carrying the risk allele, and the frequency of pSTAT3* or CXCR2* neutrophils correlated with histologic severity. The frequency of CD4 lymphocytes and granulocytes expressing pSTAT3 was increased in patients carrying the STAT3 "A" risk allele. EBLs from patients carrying the STAT3 "A" risk allele exhibited increased basal and IL-6-stimulated STAT3 tyrosine phosphorylation, increased transcription of STAT3 and SOCS3 after IL-6 stimulation, and increased membrane localization of the IL-6 receptor, GP130, and Janus-associated kinase 2. CONCLUSIONS The STAT3 "A" risk allele is associated with increased cellular STAT3 activation and upregulation of pathways that promote recruitment of CXCR2* neutrophils to the gut.
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