Somatic PRAME Deletions Are Associated with Decreased Immunogenicity, Apoptosis Resistance and Poor Outcomes in Diffuse Large B-Cell Lymphoma
Notice bibliographique
Résumé
Abstract Background: The current standard of care in diffuse large B-cell lymphoma (DLBCL) consists of chemotherapy and therapeutic monoclonal antibodies that have significantly improved patient outcomes over the past 15 years. However, a large proportion of patients suffer from refractory or relapsed disease. Therefore, the development of new therapeutic strategies for this subgroup of patients, who are threatened by a high chance of disease-related death, represents an important unmet clinical need. Methods: We enrolled into our study 347 de novo DLBCL patients uniformly treated with R-CHOP from the BC Cancer population-based cohort between September 2000 and January 2012. RNAseq and high-resolution copy number analysis were performed and correlated with clinical outcome data and tumor microenvironment composition. We also performed functional studies to investigate PRAME-mediated memory T-cell responses and gene expression changes. Results: We discovered novel, highly focal deletions of 22q11.22, including the PRAME gene in 13% (44/338) of the cases. The deletions cluster in a narrow chromosomal region that includes a very small number of genes (VpreB1, ZNF280A/B, PRAME, GGTLC2, miR-650). Of clinical importance, 22q11.22 deletions were found significantly more frequently in germinal centre B-cell-like (GCB) type DLBCL (17% (31/180) vs. activated B-cell-like (ABC) type: 8% (8/98), P < 0.01), and were also significantly associated with worse outcome, which was specifically observed in GCB-DLBCL (5-year disease specific survival, non-PRAME-deleted: 84.5% vs. PRAME-deleted: 67.2%, P = 0.026). Homozygous deletions were more strongly associated with poor outcome than heterozygous deletions. Interestingly, 90% of PRAME-deleted cases were Ig-lambda restricted (P < 0.001). PRAME is a prominent member of the cancer testis antigen (CTA) family of proteins that are expressed in various types of cancers, but not in normal tissues, including normal mature B-cells, apart from male germinal cells. Due to the cancer-specific expression of CTAs, these molecules are considered promising targets for cancer immunotherapy using cytotoxic T-cells and tumor vaccination approaches. To determine the association with tumor microenvironment composition, we analyzed CD4/CD8 flow cytometry data from DLBCL patient samples. The numbers of CD4 and CD8-positive T cells were significantly lower in PRAME-deleted cases compared to wild type (CD4: P < 0.001, CD8: P = 0.013). Notably, RNAseq analysis revealed that the HLA-A*0201 genotype was seen significantly more often in PRAME deleted cases (PRAME wt: 2.5% vs. PRAME deleted: 10.8%, P = 0.005). In order to functionally characterize its interaction with the immune microenvironment, we utilized enzyme-linked immunoSpot (ELISPOT) assays to investigate memory T-cell reactions of patient-derived T cells to PRAME antigens using patient-derived peripheral blood mononuclear cells (PBMC) and measured IFN-g production (7 control healthy donors, 4 PRAME-deleted and 4-wild type patients). While T cells from PRAME-replete patients had no reaction to PRAME antigens, PRAME-deleted patient-derived T-cells had significant reactions to 4 independent PRAME peptides. These data suggest that PRAME-deleted tumor cells can escape from cytotoxic T-cell attack to gain growth advantage. Next, we performed PRAME knock-out (KO) experiments using CRISPR/Cas9 genome editing to clarify the cell autonomous effects of PRAME deletions. Using 2 different cell lines (Karpas422 and SUDHL-4), we found TNFSF10 (TRAIL) expression was significantly down-regulated in homozygous PRAME-KO cell lines compared to wild type. The soluble form of TRAIL (sTRAIL) was also reduced, as measured with enzyme-linked immunosorbent assays. These results suggest that PRAME downregulated cells may contribute to cell survival via TRAIL and sTRAIL reduction. Conclusion: We identified recurrent PRAME deletions and characterized their clinical and functional role in DLBCL. Our findings contribute to the understanding of cell-autonomous and extrinsic roles of PRAME deletions in lymphomagenesis and may lead to the discovery of new therapeutic avenues to simultaneously treat the tumor and the host. Disclosures Gascoyne: NanoString: Patents & Royalties: Named Inventor on a patent licensed to NanoString Technologies. Scott:Janssen: Research Funding; Roche: Research Funding; NanoString: Patents & Royalties: Named Inventor on a patent licensed to NanoString Technologies, Research Funding; Celgene: Consultancy, Honoraria. Steidl:Tioma: Research Funding; Seattle Genetics: Consultancy; Roche: Consultancy; Bristol-Myers Squibb: Research Funding; Juno Therapeutics: Consultancy; Nanostring: Patents & Royalties: patent holding.
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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 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 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 ».