Whole Transcriptome Sequencing Reveals Recurrent NOTCH1 Mutations in Mantle Cell Lymphoma
Notice bibliographique
Résumé
Abstract Abstract 436 Background: Mantle cell lymphoma (MCL) is an aggressive subtype of non-Hodgkin's lymphoma that is characterized by the hallmark t(11;14)(q13;q32) translocation, as well as a high number of secondary chromosomal alterations. Further, a small number of genes such as TP53, ATM and CCND1 have been reported to be recurrently mutated in MCL, but do not fully explain the biology and do not adequately account for the wide spectrum of clinical manifestations, response to treatment and prognosis. The aim of this study was to discover new somatic mutations that could contribute to our understanding of the pathogenesis of MCL. Methods: In our discovery cohort, we sequenced the transcriptomes of 18 clinical samples (11 diagnostic and 7 progression biopsies) and 2 mantle cell lymphoma-derived cell lines (Mino and Jeko-1). For this purpose, whole transcriptome shotgun sequencing was performed on RNA extracted from fresh frozen tissue. We assembled an extension cohort of 103 diagnostic patient samples and 4 additional cell lines (Rec-1, Z-138, Maver-1, JVM-2), and performed Sanger sequencing of NOTCH1 exons 26, 27 and 34 on genomic DNA. We further exposed the 6 cell lines to 1 μM of the γ-secretase inhibitor XXI (compound E) for 7 days and measured cellular proliferation with an EdU incorporation assay. Survival analysis was carried out in the 113 patients with diagnostic biopsies and available outcome data. Results: NOTCH1 mutations were found in 14 out of 121 patient samples (11.6%) and in 2 out of 6 cell lines, Mino and Rec-1 (33.3%). The majority of these mutations (12 out of 14) lie in exon 34 that encodes the PEST domain of NOTCH1 and consist of either small frameshift-causing indels (10 cases) or nonsense mutations (2 cases). These mutations are predicted to cause truncations of the C-terminal PEST domain. To gain further insight into functional relevance, we treated 6 cell lines with compound E, an inhibitor of the γ-secretase complex that plays a critical role in the release of the intracellular domain of NOTCH1 after ligand-induced activation. In Rec-1, that harbours a NOTCH1 mutation, we observed a significant decrease in proliferation (mean percentage of cells in culture incorporating EdU decreasing from 47.5% to 1.4%, p<.001). No effect of compound E was observed in Mino, the other cell line with a NOTCH1 mutation, nor in the 4 cell lines that are wild type for NOTCH1. Outcome correlation analysis showed that NOTCH1 mutations are associated with poor overall survival (1.56 versus 3.86 years respectively, p=.001), but not with significantly shortened progression-free survival (0.88 versus 1.73 years respectively, p=.07). Discussion: We have identified recurrent mutations in NOTCH1 in a subset of patients with MCL (11.6%). The frequency and the pattern of mutations are strikingly similar to what has recently been reported in chronic lymphocytic leukemia, the other major CD5 positive B-cell malignancy (Nature, 2011 Jun 5, 475:101–105 and J Exp Med, 2011 Jul 4, 208:1389–1401). NOTCH1 mutations are associated with adverse prognosis as evidenced by shortened overall survival. This latter finding, however, should ideally be validated in a larger and uniformly treated cohort. Finally, the sensitivity of the Rec-1 cell line to compound E suggests that NOTCH1 mutations could serve as the target for tailored therapy in mantle cell lymphoma. Disclosures: Sehn: Roche/Genentech: Consultancy, Honoraria, Research Funding. Connors:Roche: Research Funding.
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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 ».