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Logun M, Colonna MB, Mueller KP, Ventarapragada D, Rodier R, Tondepu C, Piscopo NJ, Das A, Chvatal S, Hayes HB, Capitini CM, Brat DJ, Kotanchek T, Edison AS, Saha K, Karumbaiah L. Label-free in vitro assays predict the potency of anti-disialoganglioside chimeric antigen receptor T-cell products. Cytotherapy 2023; 25:670-682. [PMID: 36849306 PMCID: PMC10159906 DOI: 10.1016/j.jcyt.2023.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/05/2023] [Accepted: 01/13/2023] [Indexed: 02/27/2023]
Abstract
BACKGROUND AIMS Chimeric antigen receptor (CAR) T cells have demonstrated remarkable efficacy against hematological malignancies; however, they have not experienced the same success against solid tumors such as glioblastoma (GBM). There is a growing need for high-throughput functional screening platforms to measure CAR T-cell potency against solid tumor cells. METHODS We used real-time, label-free cellular impedance sensing to evaluate the potency of anti-disialoganglioside (GD2) targeting CAR T-cell products against GD2+ patient-derived GBM stem cells over a period of 2 days and 7 days in vitro. We compared CAR T products using two different modes of gene transfer: retroviral transduction and virus-free CRISPR-editing. Endpoint flow cytometry, cytokine analysis and metabolomics data were acquired and integrated to create a predictive model of CAR T-cell potency. RESULTS Results indicated faster cytolysis by virus-free CRISPR-edited CAR T cells compared with retrovirally transduced CAR T cells, accompanied by increased inflammatory cytokine release, CD8+ CAR T-cell presence in co-culture conditions and CAR T-cell infiltration into three-dimensional GBM spheroids. Computational modeling identified increased tumor necrosis factor α concentrations with decreased glutamine, lactate and formate as being most predictive of short-term (2 days) and long-term (7 days) CAR T cell potency against GBM stem cells. CONCLUSIONS These studies establish impedance sensing as a high-throughput, label-free assay for preclinical potency testing of CAR T cells against solid tumors.
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Affiliation(s)
- Meghan Logun
- Regenerative Bioscience Center, University of Georgia, Athens, Georgia, USA; Division of Neuroscience, Biomedical and Health Sciences Institute, University of Georgia, Athens, Georgia, USA
| | - Maxwell B Colonna
- Department of Biochemistry & Molecular Biology, Complex Carbohydrate Research Center, University of Georgia, Athens, Georgia, USA; Institute of Bioinformatics, University of Georgia, Athens, Georgia, USA
| | - Katherine P Mueller
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, Wisconsin USA
| | | | - Riley Rodier
- Regenerative Bioscience Center, University of Georgia, Athens, Georgia, USA
| | - Chaitanya Tondepu
- Regenerative Bioscience Center, University of Georgia, Athens, Georgia, USA; Division of Neuroscience, Biomedical and Health Sciences Institute, University of Georgia, Athens, Georgia, USA; Edgar L. Rhodes Center for Animal and Dairy Science, College of Agriculture and Environmental Science, University of Georgia, Athens, Georgia, USA
| | - Nicole J Piscopo
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, Wisconsin USA
| | - Amritava Das
- Morgridge Institute for Research, Madison, Wisconsin, USA
| | | | | | - Christian M Capitini
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin USA; University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin USA
| | - Daniel J Brat
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, Illinois USA
| | | | - Arthur S Edison
- Department of Biochemistry & Molecular Biology, Complex Carbohydrate Research Center, University of Georgia, Athens, Georgia, USA; Institute of Bioinformatics, University of Georgia, Athens, Georgia, USA
| | - Krishanu Saha
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, Wisconsin USA; University of Wisconsin Carbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin USA
| | - Lohitash Karumbaiah
- Regenerative Bioscience Center, University of Georgia, Athens, Georgia, USA; Division of Neuroscience, Biomedical and Health Sciences Institute, University of Georgia, Athens, Georgia, USA; Edgar L. Rhodes Center for Animal and Dairy Science, College of Agriculture and Environmental Science, University of Georgia, Athens, Georgia, USA.
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Piranlioglu R, Lee E, Ouzuonova M, Rodier R, Greer A, Bayraktar F, Durmus OC, Arbab AS, Thangaraju M, Wicha MS, Celis E, Korkaya H. Abstract 4580: Primary tumor-induced immunity eradicates disseminated tumor cells in syngeneic mouse model. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-4580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Although clinically apparent metastasis is associated with late stages of cancer development, micro-metastatic dissemination may be an early event. However, the fate of these early disseminated tumor cells (DTC) remains elusive.
Using the syngeneic mouse models, we demonstrated that although both orthotopically-implanted murine 4T1 and EMT6 tumors are capable of disseminating into secondary organs, only 4T1 tumors develop overt metastasis. However, EMT6 tumors induce an anti-tumor immunity in syngeneic mice and that eradicates disseminated tumor cells (DTC) in distant organs. Following the complete removal of primary EMT6 tumors, mice do not develop detectable metastasis and generate an immunological memory that leads to complete elimination of repeatedly injected tumor cells via tail vein. Conversely, these cells readily grow and metastasize in immuno-deficient athymic or Rag2- mice, and when g-MDSCs from 4T1 tumor-bearing mice were co-injected into immunocompetent EMT6 primed mice. In contrast to complete resection, mice with residual tumors following surgery exhibited an enhanced growth of local and concomitant growth of DTCs at metastatic site with increased g-MDSCs accumulation in lung and spleen.
Together, our results suggest that some tumors are capable of inducing anti-tumor immunity against the DTCs when complete resection of primary tumor cures animals. However, in the presence of residual tumors, inflammation induced by surgical procedure promote the growth of DTCs.
Citation Format: Raziye Piranlioglu, Eunmi Lee, Maria Ouzuonova, Riley Rodier, Adam Greer, Feyzanur Bayraktar, Omer Can Durmus, Ali S. Arbab, Muthushamy Thangaraju, Max S. Wicha, Esteban Celis, Hasan Korkaya. Primary tumor-induced immunity eradicates disseminated tumor cells in syngeneic mouse model [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 4580.
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