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Romain G, Strati P, Rezvan A, Fathi M, Bandey IN, Adolacion JR, Heeke DS, Liadi I, Marques-Piubelli ML, Solis Soto LM, Mahendra A, Vega F, Cooper LJ, Singh H, Mattie M, Bot A, Neelapu S, Varadarajan N. Multidimensional single-cell analysis identifies a role for CD2-CD58 interactions in clinical antitumor T cell responses. J Clin Invest 2022; 132:159402. [PMID: 35881486 PMCID: PMC9433104 DOI: 10.1172/jci159402] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 07/12/2022] [Indexed: 11/17/2022] Open
Abstract
The in vivo persistence of adoptively transferred T cells is predictive of antitumor response. Identifying functional properties of infused T cells that lead to in vivo persistence and tumor eradication has remained elusive. We profiled CD19-specific chimeric antigen receptor (CAR) T cells as the infusion products used to treat large B cell lymphomas using high-throughput single-cell technologies based on time-lapse imaging microscopy in nanowell grids (TIMING), which integrates killing, cytokine secretion, and transcriptional profiling. Our results show that the directional migration of CD19-specific CAR T cells is correlated with multifunctionality. We showed that CD2 on T cells is associated with directional migration and that the interaction between CD2 on T cells and CD58 on lymphoma cells accelerates killing and serial killing. Consistent with this, we observed that elevated CD58 expression on pretreatment tumor samples in patients with relapsed or refractory large B cell lymphomas treated with CD19-specific CAR T cell therapy was associated with complete clinical response and survival. These results highlight the importance of studying dynamic T cell–tumor cell interactions in identifying optimal antitumor responses.
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Affiliation(s)
- Gabrielle Romain
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, United States of America
| | - Paolo Strati
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, United States of America
| | - Ali Rezvan
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, United States of America
| | | | - Irfan N Bandey
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, United States of America
| | - Jay Rt Adolacion
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, United States of America
| | - Darren S Heeke
- Kite, Gilead company, Santa Monica, United States of America
| | - Ivan Liadi
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, United States of America
| | - Mario L Marques-Piubelli
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, United States of America
| | - Luisa M Solis Soto
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, United States of America
| | - Ankit Mahendra
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, United States of America
| | - Francisco Vega
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, United States of America
| | | | - Harjeet Singh
- Department of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, United States of America
| | - Mike Mattie
- Kite, a Gilead company, Santa Monica, United States of America
| | - Adrian Bot
- Chief Scientific Officer, Kite, a Gilead company, Santa Monica, United States of America
| | - Sattva Neelapu
- Department of Lymphoma and Myeloma, The University of Texas MD Anderson Cancer Center, Houston, United States of America
| | - Navin Varadarajan
- Department of Chemical and Biomolecular Engineering, University of Houston, Houston, United States of America
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Abstract
In this issue of JEM, Shakiba et al. (2021. J. Exp. Med. https://doi.org/10.1084/jem.20201966) tell a tale of three tumor infiltrating lymphocytes (TILs). The first TIL was too strong and became exhausted. The second TIL was too weak and became inert. The third TIL lost CD8, and this made it just right.
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Affiliation(s)
- Hannah Dada
- National lnstitutes of Health Oxford-Cambridge Scholars Program, Center for Cancer Research, National Cancer Institute, National lnstitutes of Health, Bethesda, MD
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