Advances in preclinical TCR characterization: leveraging cell avidity to identify functional TCRs
-
Andreas Carr
, Laura M. Mateyka
, Ana Bici
Abstract
T-cell therapy has emerged as an effective approach for treating viral infections and cancers. However, a significant challenge is the selection of T-cell receptors (TCRs) that exhibit the desired functionality. Conventionally in vitro techniques, such as peptide sensitivity measurements and cytotoxicity assays, provide valuable insights into TCR potency but are labor-intensive. In contrast, measuring ligand binding properties (z-Movi technology) could provide an accelerated processing while showing robust correlations with T-cell functions. In this study, we assessed whether cell avidity can predict functionality also in the context of TCR-engineered T cells. To this end, we developed a flexible system for TCR re-expression by generating a Jurkat-derived T cell clone lacking TCR and CD3 expression through CRISPR-Cas9-mediated TRBC knockout. The knockin of a transgenic TCR into the TRAC locus restored TCR/CD3 expression, allowing for CD3-based purification of TCR-engineered T cells. Subsequently, we characterized these engineered cell lines by functional readouts, and assessment of binding properties through the z-Movi technology. Our findings revealed a strong correlation between the cell avidities and functional sensitivities of Jurkat TCR-T cells. Altogether, by integrating cell avidity measurements with our versatile T cell engineering platform, we established an accelerated system for enhancing the in vitro selection of clinically relevant TCRs.
Funding source: EIT Health
Award Identifier / Grant number: CoViproteHCt 20877
Funding source: German National Network of University Medicine of the Federal Ministry of Education and Research
Award Identifier / Grant number: NaFoUniMedCovid19, 01KX2021
Funding source: Boehringer Ingelheim Fonds
Funding source: Deutsche Forschungsgesellschaft
Award Identifier / Grant number: SFB-TRR 338/1 2021-452881907
Award Identifier / Grant number: SFB1321/1-329628492
Acknowledgments
We thank Philipp Strobl and Laura Valentiner for their help with experiments. We are also grateful to Domenico Fasci, Trillian Gregg and Andrea Candelli from LUMICKS for the valuable discussions.
-
Research ethics: Not applicable.
-
Author contributions: E.D. and D.H.B. conceptualized the study; A.C., L.M.M., E.D. developed methodology; A.C., L.M.M. performed software analyses; A.C., L.M.M., A.B., N.D., S.D., K.W. performed experiments; J.P. and R.M.R. developed methodology and analyzed data; N.H. generated multimers; D.H.B. contributed resources; E.D., A.C. L.M.M. wrote the manuscript; all authors read and approved the manuscript; D.H.B. acquired funding; E.D. and D.H.B. supervised the study and administered the project. E.D. and D.H.B. have accepted responsibility for the entire content of this manuscript and approved its submission.
-
Competing interests: D.H.B. is co-founder of STAGE Cell Therapeutics GmbH (now Juno Therapeutics/BMS) and T Cell Factory B.V. (now Kite/Gilead). D.H.B. has a consulting contract with and receives sponsored research support from Juno Therapeutics/BMS. J.P. and R.M.R are employed by LUMICKS. All other authors state no conflict of interest.
-
Research funding: The work was supported by the EIT Health CoViproteHCt 20877, the German National Network of University Medicine of the Federal Ministry of Education and Research (BMBF; NaFoUniMedCovid19, 01KX2021; COVIM), and the Deutsche Forschungsgesellschaft (DFG; German Research Foundation) SFB1321/1-329628492 (project P17) and SFB-TRR 338/1 2021-452881907 (project A01). L.M.M. was supported by a Ph.D. fellowship from the Boehringer Ingelheim Fonds.
-
Data availability: All data generated within the study are shown in the manuscript. Consumables, models, instruments and software used in this study are listed in Table 1. The raw data can be obtained on request from the corresponding author.
References
Altman, J.D., and Davis, M.M. (2016). MHC-peptide tetramers to visualize antigen-specific T cells. Curr. Protoc. Immunol. 17: 17.3.1–17.3.44, https://doi.org/10.1002/cpim.14.Search in Google Scholar PubMed
Balneger, N., Cornelissen, L.A.M., Wassink, M., Moons, S.J., Boltje, T.J., Bar-Ephraim, Y.E., Das, K.K., Søndergaard, J.N., Büll, C., and Adema, G.J. (2022). Sialic acid blockade in dendritic cells enhances CD8+ T cell responses by facilitating high-avidity interactions. Cell. Mol. Life Sci. 79: 1–15, https://doi.org/10.1007/s00018-021-04027-x.Search in Google Scholar PubMed PubMed Central
Betof Warner, A., Corrie, P.G., and Hamid, O. (2023). Tumor-infiltrating lymphocyte therapy in melanoma: facts to the future. Clin. Cancer Res. 29: 1835–1854, https://doi.org/10.1158/1078-0432.CCR-22-1922.Search in Google Scholar PubMed PubMed Central
Blander, J.M. (2018). Regulation of the cell biology of antigen cross-presentation. Annu. Rev. Immunol. 36: 717–753, https://doi.org/10.1146/annurev-immunol-041015-055523.Search in Google Scholar PubMed PubMed Central
Call, M.E. and Wucherpfennig, K.W. (2004). Molecular mechanisms for the assembly of the T cell receptor–CD3 complex. Mol. Immunol. 40: 1295–1305, https://doi.org/10.1016/j.molimm.2003.11.017.Search in Google Scholar PubMed PubMed Central
Chockley, P.J., Ibanez-Vega, J., Krenciute, G., Talbot, L.J., and Gottschalk, S. (2023). Synapse-tuned CARs enhance immune cell anti-tumor activity. Nat. Biotechnol. 2: 1434–1445, https://doi.org/10.1038/s41587-022-01650-2.Search in Google Scholar PubMed PubMed Central
Corr, M., Boyd, L.F., Jelonek, M.T., Khilko, S., Margulies, D.H., Slanetz, A.E., Al-Ramadi, B.K., Kim, Y.S., Maher, S.E., and Bothwell, A.L.M. (1994). T cell receptor-MHC class I peptide interactions: affinity, kinetics, and specificity. Science 265: 946–949, https://doi.org/10.1126/science.8052850.Search in Google Scholar PubMed
D’Ippolito, E., Schober, K., Nauerth, M., and Busch, D.H. (2019). T cell engineering for adoptive T cell therapy: safety and receptor avidity. Cancer Immunol. Immunother. 68: 1701–1712, https://doi.org/10.1007/s00262-019-02395-9.Search in Google Scholar PubMed PubMed Central
Drew, S.I., Terasaki, P.I., Billing, R.J., Bergh, O.J., Minowada, J., and Klein, E. (1977). Group specific human granulocyte antigens on a chronic myelogenous leukemia cell line with a Philadelphia chromosome marker. Blood 49: 715–718, https://doi.org/10.1182/blood.v49.5.715.715.Search in Google Scholar
Effenberger, M., Stengl, A., Schober, K., Gerget, M., Kampick, M., Müller, T.R., Schumacher, D., Helma, J., Leonhardt, H., and Busch, D.H. (2019). FLEXamers: a double tag for universal generation of versatile peptide-MHC multimers. J. Immunol. 202: 2164–2171, https://doi.org/10.4049/jimmunol.1801435.Search in Google Scholar PubMed
Feuchtinger, T., Opherk, K., Bethge, W.A., Topp, M.S., Schuster, F.R., Weissinger, E.M., Mohty, M., Or, R., Maschan, M., Schumm, M., et al.. (2010). Adoptive transfer of pp65-specific T cells for the treatment of chemorefractory cytomegalovirus disease or reactivation after haploidentical and matched unrelated stem cell transplantation. Blood 116: 4360–4367, https://doi.org/10.1182/blood-2010-01-262089.Search in Google Scholar PubMed
Foy, S.P., Jacoby, K., Bota, D.A., Hunter, T., Pan, Z., Stawiski, E., Ma, Y., Lu, W., Peng, S., Wang, C.L., et al. (2023). Non-viral precision T cell receptor replacement for personalized cell therapy. Nature 615: 687–696, https://doi.org/10.1038/s41586-022-05531-1.Search in Google Scholar PubMed PubMed Central
Holler, P.D. and Kranz, D.M. (2003). Quantitative analysis of the contribution of TCR/pepMHC affinity and CD8 to T cell activation. Immunity 18, https://doi.org/10.1016/S1074-7613(03)00019-0.Search in Google Scholar PubMed
Knabel, M., Franz, T.J., Schiemann, M., Wulf, A., Villmow, B., Schmidt, B., Bernhard, H., Wagner, H., and Busch, D.H. (2002). Reversible MHC multimer staining for functional isolation of T-cell populations and effective adoptive transfer. Nat. Med. 8: 631–637, https://doi.org/10.1038/nm0602-631.Search in Google Scholar PubMed
Larson, R.C., Kann, M.C., Bailey, S.R., Haradhvala, N.J., Llopis, P.M., Bouffard, A.A., Scarfó, I., Leick, M.B., Grauwet, K., Berger, T.R., et al.. (2022). CAR T cell killing requires the IFNγR pathway in solid but not liquid tumours. Nature 604: 563–570, https://doi.org/10.1038/s41586-022-04585-5.Search in Google Scholar PubMed
Leick, M.B., Silva, H., Scarfò, I., Larson, R., Choi, B.D., Bouffard, A.A., Gallagher, K., Schmidts, A., Bailey, S.R., Kann, M.C., et al.. (2022). Non-cleavable hinge enhances avidity and expansion of CAR-T cells for acute myeloid leukemia. Cancer Cell 40: 494–508.e5, https://doi.org/10.1016/j.ccell.2022.04.001.Search in Google Scholar PubMed PubMed Central
Linnemann, C., van Buuren, M.M., Bies, L., Verdegaal, E.M.E., Schotte, R., Calis, J.J.A., Behjati, S., Velds, A., Hilkmann, H., Atmioui, D.El, et al.. (2015). High-throughput epitope discovery reveals frequent recognition of neo-antigens by CD4+ T cells in human melanoma. Nat. Med. 21: 81–85, https://doi.org/10.1038/nm.3773.Search in Google Scholar PubMed
Liu, G., Chen, H., Cao, X., Jia, L., Rui, W., Zheng, H., Huang, D., Liu, F., Liu, Y., Zhao, X., et al.. (2022). Efficacy of pp65-specific TCR-T cell therapy in treating cytomegalovirus infection after hematopoietic stem cell transplantation. Am. J. Hematol. 97: 1453–1463, https://doi.org/10.1002/ajh.26708.Search in Google Scholar PubMed
Lozzio, B.B. and Lozzio, C.B. (1979). Properties and usefulness of the original K-562 human myelogenous leukemia cell line. Leuk. Res. 3: 363–370, https://doi.org/10.1016/0145-2126(79)90033-X.Search in Google Scholar
Lu, Y.C., Yao, X., Crystal, J.S., Li, Y.F., El-Gamil, M., Gross, C., Davis, L., Dudley, M.E., Yang, J.C., Samuels, Y., et al.. (2014). Efficient identification of mutated cancer antigens recognized by T cells associated with durable tumor regressions. Clin. Cancer Res. 20: 3401–3410, https://doi.org/10.1158/1078-0432.CCR-14-0433.Search in Google Scholar PubMed PubMed Central
Mateyka, L.M., Strobl, P.M., Jarosch, S., Scheu, S.J.C., Busch, D.H., and D’Ippolito, E. (2022a). Gene signatures of T-cell activation can serve as predictors of functionality for SARS-CoV-2-specific T-cell receptors. Vaccines 10: 1617, https://doi.org/10.3390/vaccines10101617.Search in Google Scholar PubMed PubMed Central
Mateyka, L.M., Grass, V., Pichlmair, A., Busch, D.H., and D’Ippolito, E. (2022b). SARS-CoV-2 CD8+ T cell killing assays using replicating viruses and transgenic antigens. STAR Protoc. 3: 101699, https://doi.org/10.1016/j.xpro.2022.101699.Search in Google Scholar PubMed PubMed Central
Moosmann, C., Müller, T.R., Busch, D.H., and Schober, K. (2022). Orthotopic T-cell receptor replacement in primary human T cells using CRISPR-Cas9-mediated homology-directed repair. STAR Protoc. 3: 101031, https://doi.org/10.1016/J.XPRO.2021.101031.Search in Google Scholar
Müller, T.R., Schuler, C., Hammel, M., Köhler, A., Jutz, S., Leitner, J., Schober, K., Busch, D.H., and Steinberger, P. (2020). A T-cell reporter platform for high-throughput and reliable investigation of TCR function and biology. Clin. Transl. Immunol. 9: 1–16, https://doi.org/10.1002/cti2.1216.Search in Google Scholar PubMed PubMed Central
Nauerth, M., Stemberger, C., Mohr, F., Weißbrich, B., Schiemann, M., Germeroth, L., and Busch, D.H. (2016). Flow cytometry-based TCR-ligand Koff-rate assay for fast avidity screening of even very small antigen-specific T cell populations ex vivo. Cytom. Part A 89: 816–825, https://doi.org/10.1002/cyto.a.22933.Search in Google Scholar PubMed
Punt, J.A., Roberts, J.L., Kearse, K.P., and Singer, A. (1994). Stoichiometry of the T cell antigen receptor (TCR) complex: each TCR/CD3 complex contains one TCR alpha, one TCR beta, and two CD3 epsilon chains. J. Exp. Med. 180: 587–593, https://doi.org/10.1084/jem.180.2.587.Search in Google Scholar PubMed PubMed Central
Purcarea, A., Jarosch, S., Barton, J., Grassmann, S., Pachmayr, L., D’Ippolito, E., Hammel, M., Hochholzer, A., Wagner, K.I., van den Berg, J.H., et al.. (2022). Signatures of recent activation identify a circulating T cell compartment containing tumor-specific antigen receptors with high avidity. Sci. Immunol. 7: eabm2077, https://doi.org/10.1126/SCIIMMUNOL.ABM2077.Search in Google Scholar PubMed
Rosskopf, S., Leitner, J., Paster, W., Morton, L.T., Hagedoorn, R.S., Steinberger, P., and Heemskerk, M.H.M. (2018). A Jurkat 76 based triple parameter reporter system to evaluate TCR functions and adoptive T cell strategies. Oncotarget 9: 17608, https://doi.org/10.18632/oncotarget.24807.Search in Google Scholar PubMed PubMed Central
Schober, K., Müller, T.R., Gökmen, F., Grassmann, S., Effenberger, M., Poltorak, M., Stemberger, C., Schumann, K., Roth, T.L., Marson, A., et al.. (2019). Orthotopic replacement of T-cell receptor α- and β-chains with preservation of near-physiological T-cell function. Nat. Biomed. Eng. 3: 974–984, https://doi.org/10.1038/s41551-019-0409-0.Search in Google Scholar PubMed
Shafer, P., Kelly, L.M., and Hoyos, V. (2022). Cancer therapy with TCR-engineered T cells: current strategies, challenges, and prospects. Front. Immunol. 13: 1–24, https://doi.org/10.3389/fimmu.2022.835762.Search in Google Scholar PubMed PubMed Central
Wagner, K.I., Mateyka, L.M., Jarosch, S., Grass, V., Weber, S., Schober, K., Hammel, M., Burrell, T., Kalali, B., Poppert, H., et al.. (2022). Recruitment of highly cytotoxic CD8+ T cell receptors in mild SARS-CoV-2 infection. Cell Rep. 38: 110214, https://doi.org/10.1016/J.CELREP.2021.110214.Search in Google Scholar
Withers, B., Blyth, E., Clancy, L.E., Yong, A., Fraser, C., Burgess, J., Simms, R., Brown, R., Kliman, D., Dubosq, M.C., et al.. (2017). Long-term control of recurrent or refractory viral infections after allogeneic HSCT with third-party virus-specific T cells. Blood Adv. 1: 2193–2205, https://doi.org/10.1182/bloodadvances.2017010223.Search in Google Scholar PubMed PubMed Central
Zhang, S.Q., Ma, K.Y., Schonnesen, A.A., Zhang, M., He, C., Sun, E., Williams, C.M., Jia, W., and Jiang, N. (2018). High-throughput determination of the antigen specificities of T cell receptors in single cells. Nat. Biotechnol. 36: 1156–1159, https://doi.org/10.1038/nbt.4282.Search in Google Scholar PubMed PubMed Central
© 2024 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Highlight: New developments in immunoengineering
- Highlight: new developments in immunoengineering
- Better safe than sorry: dual targeting antibodies for cancer immunotherapy
- Bovine ultralong CDR-H3 derived knob paratopes elicit potent TNF-α neutralization and enable the generation of novel adalimumab-based antibody architectures with augmented features
- Development of an enabling platform biotechnology for the production of proteins
- Beyond CAR T cells: exploring alternative cell sources for CAR-like cellular therapies
- Advances in preclinical TCR characterization: leveraging cell avidity to identify functional TCRs
- Unpaired cysteine insertions favor transmembrane dimerization and induce ligand-independent constitutive cytokine receptor signaling
Articles in the same Issue
- Frontmatter
- Highlight: New developments in immunoengineering
- Highlight: new developments in immunoengineering
- Better safe than sorry: dual targeting antibodies for cancer immunotherapy
- Bovine ultralong CDR-H3 derived knob paratopes elicit potent TNF-α neutralization and enable the generation of novel adalimumab-based antibody architectures with augmented features
- Development of an enabling platform biotechnology for the production of proteins
- Beyond CAR T cells: exploring alternative cell sources for CAR-like cellular therapies
- Advances in preclinical TCR characterization: leveraging cell avidity to identify functional TCRs
- Unpaired cysteine insertions favor transmembrane dimerization and induce ligand-independent constitutive cytokine receptor signaling