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Wang Y, Seliger B. Identification of RNA-binding protein hnRNP C targeting the 3'UTR of the TAP-associated glycoprotein tapasin in melanoma. Oncoimmunology 2024; 13:2370928. [PMID: 38948930 PMCID: PMC11212565 DOI: 10.1080/2162402x.2024.2370928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 06/18/2024] [Indexed: 07/02/2024] Open
Abstract
Deregulation or loss of the human leukocyte antigen class I (HLA-I) molecules on tumor cells leading to inhibition of CD8+ T cell recognition is an important tumor immune escape strategy, which could be caused by a posttranscriptional control of molecules in the HLA-I pathway mediated by RNA-binding proteins (RBPs). So far, there exists only limited information about the interaction of RBPs with HLA-I-associated molecules, but own work demonstrated a binding of the heterogeneous ribonucleoprotein C (hnRNP C) to the 3' untranslated region (UTR) of the TAP-associated glycoprotein tapasin (tpn). In this study, in silico analysis of pan-cancer TCGA datasets revealed that hnRNP C is higher expressed in tumor specimens compared to corresponding normal tissues, which is negatively correlated to tpn expression, T cell infiltration and the overall survival of tumor patients. Functional analysis demonstrated an upregulation of tpn expression upon siRNA-mediated downregulation of hnRNP C, which is accompanied by an increased HLA-I surface expression. Thus, hnRNP C has been identified to target tpn and its inhibition could improve the HLA-I surface expression on melanoma cells suggesting its use as a possible biomarker for T-cell-based tumor immunotherapies.
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Affiliation(s)
- Yuan Wang
- Institute for Medical Immunology, Martin Luther University of Halle-Wittenberg, Halle (Saale), Germany
| | - Barbara Seliger
- Institute for Medical Immunology, Martin Luther University of Halle-Wittenberg, Halle (Saale), Germany
- Institute of Translational Immunology, Medical School “Theodor Fontane”, Brandenburg an der Havel, Germany
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2
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Chour W, Choi J, Xie J, Chaffee ME, Schmitt TM, Finton K, DeLucia DC, Xu AM, Su Y, Chen DG, Zhang R, Yuan D, Hong S, Ng AHC, Butler JZ, Edmark RA, Jones LC, Murray KM, Peng S, Li G, Strong RK, Lee JK, Goldman JD, Greenberg PD, Heath JR. Large libraries of single-chain trimer peptide-MHCs enable antigen-specific CD8+ T cell discovery and analysis. Commun Biol 2023; 6:528. [PMID: 37193826 PMCID: PMC10186326 DOI: 10.1038/s42003-023-04899-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 05/01/2023] [Indexed: 05/18/2023] Open
Abstract
The discovery and characterization of antigen-specific CD8+ T cell clonotypes typically involves the labor-intensive synthesis and construction of peptide-MHC tetramers. We adapt single-chain trimer (SCT) technologies into a high throughput platform for pMHC library generation, showing that hundreds can be rapidly prepared across multiple Class I HLA alleles. We use this platform to explore the impact of peptide and SCT template mutations on protein expression yield, thermal stability, and functionality. SCT libraries were an efficient tool for identifying T cells recognizing commonly reported viral epitopes. We then construct SCT libraries to capture SARS-CoV-2 specific CD8+ T cells from COVID-19 participants and healthy donors. The immunogenicity of these epitopes is validated by functional assays of T cells with cloned TCRs captured using SCT libraries. These technologies should enable the rapid analyses of peptide-based T cell responses across several contexts, including autoimmunity, cancer, or infectious disease.
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Affiliation(s)
- William Chour
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Jongchan Choi
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | - Jingyi Xie
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA, 98195, USA
| | - Mary E Chaffee
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Thomas M Schmitt
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Kathryn Finton
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Diana C DeLucia
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Alexander M Xu
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Yapeng Su
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Daniel G Chen
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Department of Microbiology and Department of Informatics, University of Washington, Seattle, WA, 98195, USA
| | - Rongyu Zhang
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Dan Yuan
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA
| | - Sunga Hong
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | - Alphonsus H C Ng
- Institute for Systems Biology, Seattle, WA, 98109, USA
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Jonah Z Butler
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Rick A Edmark
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | | | - Kim M Murray
- Institute for Systems Biology, Seattle, WA, 98109, USA
| | | | - Guideng Li
- Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, China
- Key Laboratory of Synthetic Biology Regulatory Element, Chinese Academy of Medical Sciences, Beijing, China
| | - Roland K Strong
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - John K Lee
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
- Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Jason D Goldman
- Swedish Center for Research and Innovation, Swedish Medical Center, Seattle, WA, 98104, USA
- Division of Infectious Disease, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Philip D Greenberg
- Program in Immunology, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
- Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, WA, 98195, USA
- Department of Immunology, University of Washington, Seattle, WA, 98195, USA
| | - James R Heath
- Institute for Systems Biology, Seattle, WA, 98109, USA.
- Department of Bioengineering, University of Washington, Seattle, WA, 98195, USA.
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3
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Finton KAK, Rupert PB, Friend DJ, Dinca A, Lovelace ES, Buerger M, Rusnac DV, Foote-McNabb U, Chour W, Heath JR, Campbell JS, Pierce RH, Strong RK. Effects of HLA single chain trimer design on peptide presentation and stability. Front Immunol 2023; 14:1170462. [PMID: 37207206 PMCID: PMC10189100 DOI: 10.3389/fimmu.2023.1170462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 04/21/2023] [Indexed: 05/21/2023] Open
Abstract
MHC class I "single-chain trimer" molecules, coupling MHC heavy chain, β2-microglobulin, and a specific peptide into a single polypeptide chain, are widely used in research. To more fully understand caveats associated with this design that may affect its use for basic and translational studies, we evaluated a set of engineered single-chain trimers with combinations of stabilizing mutations across eight different classical and non-classical human class I alleles with 44 different peptides, including a novel human/murine chimeric design. While, overall, single-chain trimers accurately recapitulate native molecules, care was needed in selecting designs for studying peptides longer or shorter than 9-mers, as single-chain trimer design could affect peptide conformation. In the process, we observed that predictions of peptide binding were often discordant with experiment and that yields and stabilities varied widely with construct design. We also developed novel reagents to improve the crystallizability of these proteins and confirmed novel modes of peptide presentation.
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Affiliation(s)
- Kathryn A. K. Finton
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
| | - Peter B. Rupert
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
| | - Della J. Friend
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
| | - Ana Dinca
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Erica S. Lovelace
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
| | - Matthew Buerger
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
| | - Domnita V. Rusnac
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
| | - Ulysses Foote-McNabb
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
| | - William Chour
- Institute for Systems Biology, Seattle, WA, United States
| | - James R. Heath
- Institute for Systems Biology, Seattle, WA, United States
| | - Jean S. Campbell
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Robert H. Pierce
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States
| | - Roland K. Strong
- Division of Basic Science, Fred Hutchinson Cancer Research Center (FHCC), Seattle, WA, United States
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4
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Heath J, Chour W, Choi J, Xie J, Chaffee M, Schmitt T, Finton K, Delucia D, Xu A, Su Y, Chen D, Zhang R, Yuan D, Hong S, Ng A, Butler J, Edmark R, Jones L, Murray K, Peng S, Li G, Strong R, Lee J, Goldman J, Greenberg P. Large libraries of single-chain trimer peptide-MHCs enable rapid antigen-specific CD8+ T cell discovery and analysis. RESEARCH SQUARE 2022:rs.3.rs-1090664. [PMID: 36415462 PMCID: PMC9681053 DOI: 10.21203/rs.3.rs-1090664/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
CD8 + cytotoxic T cell responses against viral infection represent a major element of the adaptive immune response. We describe the development of a peptide antigen - major histompatibility complex (pMHC) library representing the full SARS-CoV-2 viral proteome, and comprised of 634 pMHC multimers representing the A*02.01, A*24.02, and B*07.02 HLA alleles, as well as specific antigens associated with the cytomegalovirus (CMV). These libraries were used to capture non-expanded CD8 + T cells from blood samples collected from 64 infected individuals, and then analyzed using single cell RNA-seq. The discovery and characterization of antigen-specific CD8 + T cell clonotypes typically involves the labor-intensive synthesis and construction of peptide-MHC tetramers. We adapted single-chain trimer (SCT) technologies into a high throughput platform for pMHC library generation, showing that hundreds can be rapidly prepared across multiple Class I HLA alleles. We used this platform to explore the impact of peptide and SCT template mutations on protein expression yield, thermal stability, and functionality. SCT libraries were an efficient tool for identifying T cells recognizing commonly reported viral epitopes. We then constructed SCT libraries designed to capture SARS-CoV-2 specific CD8 + T cells from COVID-19 participants and healthy donors. The immunogenicity of these epitopes was validated by functional assays of T cells with cloned TCRs captured using SCT libraries. These technologies should enable the rapid analyses of peptide-based T cell responses across several contexts, including autoimmunity, cancer, or infectious disease.
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5
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Lenart I, Truong LH, Nguyen DD, Rasiukienė O, Tsao E, Armstrong J, Kumar P, McHugh K, Pereira BI, Maan BS, Garstka MA, Bowness P, Blake N, Powis SJ, Gould K, Nesbeth D, Antoniou AN. Intrinsic Folding Properties of the HLA-B27 Heavy Chain Revealed by Single Chain Trimer Versions of Peptide-Loaded Class I Major Histocompatibility Complex Molecules. Front Immunol 2022; 13:902135. [PMID: 35958592 PMCID: PMC9359109 DOI: 10.3389/fimmu.2022.902135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/14/2022] [Indexed: 11/13/2022] Open
Abstract
Peptide-loaded Major Histocompatibility Complex (pMHC) class I molecules can be expressed in a single chain trimeric (SCT) format, composed of a specific peptide fused to the light chain beta-2 microglobulin (β2m) and MHC class I heavy chain (HC) by flexible linker peptides. pMHC SCTs have been used as effective molecular tools to investigate cellular immunity and represent a promising vaccine platform technology, due to their intracellular folding and assembly which is apparently independent of host cell folding pathways and chaperones. However, certain MHC class I HC molecules, such as the Human Leukocyte Antigen B27 (HLA-B27) allele, present a challenge due to their tendency to form HC aggregates. We constructed a series of single chain trimeric molecules to determine the behaviour of the HLA-B27 HC in a scenario that usually allows for efficient MHC class I molecule folding. When stably expressed, a pMHC SCT incorporating HLA-B27 HC formed chaperone-bound homodimers within the endoplasmic reticulum (ER). A series of HLA-B27 SCT substitution mutations revealed that the F pocket and antigen binding groove regions of the HLA-B27 HC defined the folding and dimerisation of the single chain complex, independently of the peptide sequence. Furthermore, pMHC SCTs can demonstrate variability in their association with the intracellular antigen processing machinery.
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Affiliation(s)
- Izabela Lenart
- Division of Infection and Immunity/Centre of Rheumatology, University College London, London, United Kingdom
- Centre of Rheumatology, University College London, London, United Kingdom
- Clinical Trials and Regulatory Affairs, Science Pharma, Warsaw, Poland
| | - Linh-Huyen Truong
- Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, United Kingdom
- University of Oxford, Botnar Research Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Oxford, United Kingdom
| | - Dinh Dung Nguyen
- Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, United Kingdom
- Medical Genetics Department, Medical Genetics centre, Vinmec Research Institute of Stem Cell and Gene Technology, Hanoi, Vietnam
| | - Olga Rasiukienė
- Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, United Kingdom
| | - Edward Tsao
- Division of Infection and Immunity/Centre of Rheumatology, University College London, London, United Kingdom
| | - Jonathan Armstrong
- School of Medicine and Biological Sciences Research Complex, University of St. Andrews, Scotland, United Kingdom
| | - Pankaj Kumar
- School of Medicine and Biological Sciences Research Complex, University of St. Andrews, Scotland, United Kingdom
| | - Kirsty McHugh
- The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Science, Oxford University, Oxford, United Kingdom
- Jenner Institute, University of Oxford, Oxford, United Kingdom
| | - Branca I. Pereira
- Division of Infection and Immunity/Centre of Rheumatology, University College London, London, United Kingdom
- Centre of Rheumatology, University College London, London, United Kingdom
- Research and Development Department, Chelsea and Westminster Hospital National Health Service (NHS) Foundation Trust, London, United Kingdom
| | - Balraj S. Maan
- Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, United Kingdom
- School of Medical Education, The Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom
| | - Malgorzata A. Garstka
- Core Research Laboratory, Department of Endocrinology, National & Local Joint Engineering Research Center of Biodiagnosis and Biotherapy, Second Affiliated Hospital, School of Medicine, Xi’an Jiaotong University, Xi’an, China
| | - Paul Bowness
- The Nuffield Department of Orthopaedics Rheumatology and Musculoskeletal Science, Oxford University, Oxford, United Kingdom
| | - Neil Blake
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Simon J. Powis
- School of Medicine and Biological Sciences Research Complex, University of St. Andrews, Scotland, United Kingdom
| | - Keith Gould
- Wright-Fleming Institute, Imperial College London, London, United Kingdom
| | - Darren Nesbeth
- The Advanced Centre for Biochemical Engineering, University College London, London, United Kingdom
| | - Antony N. Antoniou
- Department of Applied Sciences, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, United Kingdom
- The Advanced Centre for Biochemical Engineering, University College London, London, United Kingdom
- *Correspondence: Antony N. Antoniou,
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Identification of HLA-A*02:01-restricted candidate epitopes derived from the non-structural polyprotein 1a of SARS-CoV-2 that may be natural targets of CD8 + T cell recognition in vivo. J Virol 2021; 95:JVI.01837-20. [PMID: 33268522 PMCID: PMC8092843 DOI: 10.1128/jvi.01837-20] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
COVID-19 vaccines are being rapidly developed and human trials are underway. Almost all of these vaccines have been designed to induce antibodies targeting spike protein of SARS-CoV-2 in expectation of neutralizing activities. However, non-neutralizing antibodies are at risk of causing antibody-dependent enhancement. Further, the longevity of SARS-CoV-2-specific antibodies is very short. Therefore, in addition to antibody-induced vaccines, novel vaccines on the basis of SARS-CoV-2-specific cytotoxic T lymphocytes (CTLs) should be considered in the vaccine development. Here, we attempted to identify HLA-A*02:01-restricted CTL epitopes derived from the non-structural polyprotein 1a of SARS-CoV-2. Eighty-two peptides were firstly predicted as epitope candidates on bioinformatics. Fifty-four in 82 peptides showed high or medium binding affinities to HLA-A*02:01. HLA-A*02:01 transgenic mice were then immunized with each of the 54 peptides encapsulated into liposomes. The intracellular cytokine staining assay revealed that 18 out of 54 peptides were CTL epitopes because of the induction of IFN-γ-producing CD8+ T cells. In the 18 peptides, 10 peptides were chosen for the following analyses because of their high responses. To identify dominant CTL epitopes, mice were immunized with liposomes containing the mixture of the 10 peptides. Some peptides were shown to be statistically predominant over the other peptides. Surprisingly, all mice immunized with the liposomal 10 peptide mixture did not show the same reaction pattern to the 10 peptides. There were three response patterns, suggesting the existence of an immunodominance hierarchy following peptide vaccination, which may provide us more variations in the epitope selection for designing CTL-based COVID-19 vaccines.IMPORTANCE For the development of vaccines based on SARS-CoV-2-specific cytotoxic T lymphocytes (CTLs), we attempted to identify HLA-A*02:01-restricted CTL epitopes derived from the non-structural polyprotein 1a of SARS-CoV-2. Out of 82 peptides predicted on bioinformatics, 54 peptides showed good binding affinities to HLA-A*02:01. Using HLA-A*02:01 transgenic mice, 18 in 54 peptides were found to be CTL epitopes in the intracellular cytokine staining assay. Out of 18 peptides, 10 peptides were chosen for the following analyses because of their high responses. To identify dominant epitopes, mice were immunized with liposomes containing the mixture of the 10 peptides. Some peptides were shown to be statistically predominant. Surprisingly, all immunized mice did not show the same reaction pattern to the 10 peptides. There were three reaction patterns, suggesting the existence of an immunodominance hierarchy following peptide vaccination, which may provide us more variations in the epitope selection for designing CTL-based COVID-19 vaccines.
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Takagi A, Horiuchi Y, Matsui M. Characterization of the flow cytometric assay for ex vivo monitoring of cytotoxicity mediated by antigen-specific cytotoxic T lymphocytes. Biochem Biophys Res Commun 2017; 492:27-32. [PMID: 28818311 DOI: 10.1016/j.bbrc.2017.08.045] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Accepted: 08/12/2017] [Indexed: 12/11/2022]
Abstract
Several non-radioactive methods have widely been utilized to detect antigen-specific cytotoxic T lymphocyte (CTL) responses instead of the classical 51Cr-release assay. These methods include intracellular cytokine staining, major histocompatibility complex-class I tetramers, and the CD107a mobilization assay. However, they do not directly measure target-cell death. In contrast, several attempts have been made to develop the flow cytometric CTL (FC-CTL) assay for evaluation of cytotoxicity. However, further improvement is necessary for it to become standardized. Here, we evaluated the characteristics of the FC-CTL assay based on the uptake of propidium iodide (PI) using target cell lines expressing the green fluorescent protein (GFP). The FC-CTL assay was found to be sensitive enough to detect primary CTL responses. The usage of a pre-established GFP-expressing target cell line facilitated the procedure of the assay, and enabled a clear discrimination between target and effector cells. Time-course analyses demonstrated that PI-stained target cells were detected as early as surface CD107a expression after antigenic stimulation. Thus, the PI/GFP-based FC-CTL assay is sufficiently sensitive to practically detect the early stages of target-cell death, and may have a great potential for becoming a standard tool to measure CTL activity.
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Affiliation(s)
- Akira Takagi
- Department of Microbiology, Faculty of Medicine, Saitama Medical University, Moroyama-cho, Iruma-gun, Saitama 350-0495, Japan
| | - Yutaka Horiuchi
- Department of Microbiology, Faculty of Medicine, Saitama Medical University, Moroyama-cho, Iruma-gun, Saitama 350-0495, Japan
| | - Masanori Matsui
- Department of Microbiology, Faculty of Medicine, Saitama Medical University, Moroyama-cho, Iruma-gun, Saitama 350-0495, Japan.
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