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Qu R, Kluger Y, Yang J, Zhao J, Hafler DA, Krause DS, Bersenev A, Bosenberg M, Hurwitz M, Lucca L, Kluger HM. Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure. Mol Cancer 2022; 21:219. [PMID: 36514045 PMCID: PMC9749221 DOI: 10.1186/s12943-022-01688-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022] Open
Abstract
Adoptive cell therapy (ACT) using tumor infiltrating lymphocytes (TIL) is being studied in multiple tumor types. However, little is known about clonal cell expansion in vitro and persistence of the ACT product in vivo. We performed single-cell RNA and T-Cell Receptor (TCR) sequencing on serial blood and tumor samples from a patient undergoing ACT, who did not respond. We found that clonal expansion varied during preparation of the ACT product, and only one expanded clone was preserved in the ACT product. The TCR of the preserved clone which persisted and remained activated for five months was previously reported as specific for cytomegalovirus and had upregulation of granzyme family genes and genes associated with effector functions (HLA-DQB1, LAT, HLA-DQA1, and KLRD1). Clones that contracted during TIL preparation had features of exhaustion and apoptosis. At disease progression, all previously detected clonotypes were detected. New clonotypes appearing in blood or tumor at disease progression were enriched for genes associated with cytotoxicity or stemness (FGFBP2, GNLY, GZMH, GZMK, IL7R, SELL and KLF2), and these might be harnessed for alternative cellular therapy or cytokine therapy. In-depth single-cell analyses of serial samples from additional ACT-treated patients is warranted, and viral- versus tumor-specificity should be carefully analyzed.
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Affiliation(s)
- Rihao Qu
- grid.47100.320000000419368710Department of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Yuval Kluger
- grid.47100.320000000419368710Department of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Junchen Yang
- grid.47100.320000000419368710Department of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Jun Zhao
- grid.47100.320000000419368710Department of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - David A. Hafler
- grid.47100.320000000419368710Department of Neurology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Diane S. Krause
- grid.47100.320000000419368710Department of Laboratory Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Alexey Bersenev
- grid.47100.320000000419368710Department of Laboratory Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Marcus Bosenberg
- grid.47100.320000000419368710Department of Dermatology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA ,grid.47100.320000000419368710Department of Immunobiology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Michael Hurwitz
- grid.47100.320000000419368710Department of Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Liliana Lucca
- grid.47100.320000000419368710Department of Neurology, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
| | - Harriet M. Kluger
- grid.47100.320000000419368710Department of Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT 06520 USA
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Wonderlich J, Shearer G, Livingstone A, Brooks A, Soloski MJ, Presby MM. Induction and Measurement of Cytotoxic T Lymphocyte Activity. ACTA ACUST UNITED AC 2018; 120:3.11.1-3.11.29. [PMID: 29512145 DOI: 10.1002/cpim.38] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Cytotoxic T cells (CTLs) are important immune effector cells in the adaptive immune response. It has been well documented that CTLs are important in host immune responses to viral and bacterial intracellular pathogens, tumors, and transplanted tissues. The properties of CTLs have been studied extensively in murine models, and their roles validated in the human setting. Frequently, the presence of these cells correlates well with protective immunity, so the ability to readily measure the activity of these cells is an important immunological measurement. In this unit, several assays are described that are commonly utilized to induce CTLs and to measure CTL activity both in vitro and in vivo. These assays are adaptable to many experimental and/or disease models, and in the case of the in vitro assays can be applied to measure CTL activity in human samples. © 2018 by John Wiley & Sons, Inc.
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Affiliation(s)
| | | | | | - Andrew Brooks
- University of Melbourne, Victoria, Australia (CTL activity in vivo)
| | - Mark J Soloski
- Johns Hopkins School of Medicine, Baltimore, Maryland (non-radioactive assay for in vitro CTL activity)
| | - Matthew M Presby
- Johns Hopkins School of Medicine, Baltimore, Maryland (non-radioactive assay for in vitro CTL activity)
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Smith KA. Commentary: Production and Characterization of Monoclonal Antibodies to Human Interleukin 2: Strategy and Tactics. Front Immunol 2015; 6:454. [PMID: 26388876 PMCID: PMC4556934 DOI: 10.3389/fimmu.2015.00454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2015] [Accepted: 08/21/2015] [Indexed: 11/20/2022] Open
Affiliation(s)
- Kendall A Smith
- Division of Immunology, Department of Medicine, Weill Medical College, Cornell University , New York, NY , USA
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Affiliation(s)
- Kendall Arthur Smith
- Division of Immunology, Department of Medicine, Weill Medical College, Cornell University, New York, NY, USA
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Affiliation(s)
- Harald Von Boehmer
- Department of Microbiology and Immunobiology, Harvard Medical School , Boston, MA , USA ; Department of Cancer Immunology and AIDS, Dana-Farber Cancer Institute , Boston, MA , USA
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