Home Advances in preclinical TCR characterization: leveraging cell avidity to identify functional TCRs
Article
Licensed
Unlicensed Requires Authentication

Advances in preclinical TCR characterization: leveraging cell avidity to identify functional TCRs

  • Andreas Carr ORCID logo , Laura M. Mateyka , Sebastian J. C. Scheu ORCID logo , Ana Bici , Joris Paijmans , Rogier M. Reijmers , Nina Dieminger , Shirin Dildebekova , Noomen Hamed , Karolin Wagner , Dirk H. Busch and Elvira D’Ippolito ORCID logo EMAIL logo
Published/Copyright: April 29, 2024

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.


Corresponding author: Elvira D’Ippolito, Institute for Medical Microbiology, Immunology and Hygiene, School of Medicine and Health, Technical University of Munich, Munich, Germany; and German Center for Infection Research (DZIF), Partner Site Munich, Munich, Germany, E-mail:
Authors Andreas Carr and Laura Mateyka contributed equally to this work. Authors Dirk H. Busch and Elvira D’Ippolito share co-senior authorship.

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: 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.

  1. Research ethics: Not applicable.

  2. 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.

  3. 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.

  4. 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.

  5. 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

Received: 2023-11-06
Accepted: 2024-03-28
Published Online: 2024-04-29
Published in Print: 2024-07-26

© 2024 Walter de Gruyter GmbH, Berlin/Boston

Downloaded on 18.9.2025 from https://www.degruyterbrill.com/document/doi/10.1515/hsz-2023-0341/html
Scroll to top button