Clonally Expanded Bone Marrow T Cells Show Effector Differentiation and Rarely Recognize Disease-Associated Antigens in Multiple Myeloma
Notice bibliographique
Résumé
Multiple myeloma is a malignancy of monoclonal plasma cells accumulating in the bone marrow. The critical influence of tumor-infiltrating T cells on disease control and therapeutic responses has been shown in a variety of malignancies, however, the role of multiple myeloma bone marrow-infiltrating T cells is incompletely understood. Although it has been shown that multiple myeloma neo-antigen-specific T cells can be expanded in vitro, little is known about functions and specificities of clonally expanded multiple myeloma-infiltrating bone marrow T cells. Here we asked at the single cell level whether clonally expanded T cells i) were detectable in multiple myeloma bone marrow and peripheral blood, ii) showed characteristic immune phenotypes, and iii) recognized antigens selectively presented on multiple myeloma cells. A total of 6,744 single bone marrow T cells from 13 treatment-naïve patients were index-sorted and sequenced using our methodologies for determination of paired T cell receptor (TCR) αβ sequences along with immune phenotype, transcription factor and cytokine expression. Clonal T cell expansion occurred predominantly within the CD8+ compartment. Phenotypes of clonally expanded T cells were distinctive of cytolytic effector differentiation and significantly different from non-expanded CD8+ T cells. Less than 25% of expanded CD8+ T cell clones expressed the immune checkpoint molecules programmed death-1 (PD-1), cytotoxic T lymphocyte antigen-4 (CTLA-4), or T cell immunoglobulin and mucin-domain containing-3 (TIM-3), while B and T lymphocyte attenuator (BTLA) was expressed on more than half of the expanded clones. Clonal T cell expansion did not correlate with neo-antigen load as determined by whole exome and RNA sequencing of purified multiple myeloma cells. Furthermore, peripheral blood TCRβ repertoire sequencing from five selected patients with substantial bone marrow T cell expansion identified 90% of expanded bone marrow T cell clones overlapping with peripheral blood. To determine whether clonally expanded bone marrow T cells recognized antigens selectively presented on multiple myeloma cells, 71 dominant TCRs from five selected patients with substantial clonal T cell expansion were re-expressed in 58α-β- T-hybridoma reporter T cells and co-incubated with CD38-enriched multiple myeloma cells from the same patients. Only one of these TCRs recognized antigens selectively presented on multiple myeloma cells and this TCR was not neo-antigen-specific. Hypothesizing that the target antigen was a non-mutated self-antigen, we could show that this TCR also recognized the plasma cell leukemia cell line U-266 in an HLA-A*02:01-restricted manner. In summary, clonally expanded T cells in multiple myeloma bone marrow of newly diagnosed patients show cytolytic effector differentiation. In the majority of patients, clonally expanded bone marrow T cells do not recognize antigens presented on multiple myeloma cells and are not neo-antigen-specific. Our findings are relevant for the design of future therapeutics and clinical trials. The identified TCR, which recognizes a multiple myeloma antigen shared with U-266 in an HLA-A*02:01-restricted manner, could be a promising candidate for T cell therapy. Disclosures Bullinger: Jazz Pharmaceuticals: Membership on an entity's Board of Directors or advisory committees; Hexal: Membership on an entity's Board of Directors or advisory committees; Sanofi: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees; Menarini: Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees; Gilead: Membership on an entity's Board of Directors or advisory committees; Abbvie: Membership on an entity's Board of Directors or advisory committees; Bristol-Myers Squibb: Membership on an entity's Board of Directors or advisory committees; Astellas: Membership on an entity's Board of Directors or advisory committees; Amgen: Membership on an entity's Board of Directors or advisory committees; Pfizer: Membership on an entity's Board of Directors or advisory committees; Seattle Genetics: Membership on an entity's Board of Directors or advisory committees; Celgene: Membership on an entity's Board of Directors or advisory committees; Daiichi Sankyo: Membership on an entity's Board of Directors or advisory committees.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».