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TCR-ligand dissociation rate is a robust and stable biomarker of CD8+ T cell potency
Mathilde Allard, Barbara Couturaud, Laura Carretero-Iglesia, Minh Ngoc Duong, Julien Schmidt, Gwennaëlle C. Monnot, Pedro Romero, Daniel E. Speiser, Michael Hebeisen, Nathalie Rufer
Mathilde Allard, Barbara Couturaud, Laura Carretero-Iglesia, Minh Ngoc Duong, Julien Schmidt, Gwennaëlle C. Monnot, Pedro Romero, Daniel E. Speiser, Michael Hebeisen, Nathalie Rufer
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Clinical Research and Public Health Immunology Therapeutics

TCR-ligand dissociation rate is a robust and stable biomarker of CD8+ T cell potency

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Abstract

Despite influencing many aspects of T cell biology, the kinetics of T cell receptor (TCR) binding to peptide-major histocompatibility molecules (pMHC) remain infrequently determined in patient monitoring or for adoptive T cell therapy. Using specifically designed reversible fluorescent pMHC multimeric complexes, we performed a comprehensive study of TCR-pMHC off-rates combined with various functional assays on large libraries of self/tumor– and virus-specific CD8+ T cell clones from melanoma patients and healthy donors. We demonstrate that monomeric TCR-pMHC dissociation rates accurately predict the extent of cytotoxicity, cytokine production, polyfunctionality, cell proliferation, activating/inhibitory receptor expression, and in vivo antitumor potency of naturally occurring antigen-specific CD8+ T cells. Our data also confirm the superior binding avidities of virus-specific T cells as compared with self/tumor–specific T cell clonotypes (n > 300). Importantly, the TCR-pMHC off-rate is a more stable and robust biomarker of CD8+ T cell potency than the frequently used functional assays/metrics that depend on the T cell’s activation state, and therefore show major intra- and interexperimental variability. Taken together, our data show that the monomeric TCR-pMHC off-rate is highly useful for the ex vivo high-throughput functional assessment of antigen-specific CD8+ T cell responses and a strong candidate as a biomarker of T cell therapeutic efficacy.

Authors

Mathilde Allard, Barbara Couturaud, Laura Carretero-Iglesia, Minh Ngoc Duong, Julien Schmidt, Gwennaëlle C. Monnot, Pedro Romero, Daniel E. Speiser, Michael Hebeisen, Nathalie Rufer

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Figure 6

Interexperimental and over-time variations of TCR dissociation rates, pMHC multimer staining, and functional avidity assays.

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Interexperimental and over-time variations of TCR dissociation rates, pM...
(A) NTAmer-derived TCR dissociation rates (koff), (B) NTAmer surface staining levels (geometric mean fluorescence intensity [gMFI]) and (C) killing avidity values (EC50) obtained in independent assays (n > 4) for A2/Melan-A26–35–specific CD8+ T cell clones with slow (n = 6, plain symbols and solid lines) or fast (n = 6, empty symbols and dotted lines) TCR off-rates. (A–C) Data are depicted as individual values and boxes (minimum to maximum, with the middle line representing the mean). (D) NTAmer-derived TCR dissociation rates (koff), (E) killing avidity values (EC50), and (F) surface staining levels (gMFI) obtained over time (D10/11, D15, and D20/21; D = day) following nonspecific stimulation (by PHA and irradiated feeder cells) for A2/Melan-A26–35–specific T cell clones with slow (n = 6, plain symbols and solid lines) or fast (n = 6, empty symbols and dotted lines) TCR off-rates. S2 represents the off-rate measurements of the same clones 6 months before the fifth round of stimulation (S5). The P values were determined by the Friedman (α = 0.05) and Wilcoxon matched-pair signed-rank (2-tailed) tests.

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