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Enregistrement W2986069530 · doi:10.1182/blood-2019-121467

The DLBCL90 Double-Hit Gene Expression Signature Is Not Associated with Inferior Survival in Young High-Risk Patients with Diffuse Large B-Cell Lymphoma Treated with Dose-Intensive Immunochemotherapy

2019· article· en· W2986069530 sur OpenAlexaff
Kathrine T. Isaksen, Klaus Beiske, Erlend B. Smeland, Judit Jørgensen, Marianne Brodtkorb, June H. Myklebust, Mats Jerkeman, Leo Meriranta, Marja‐Liisa Karjalainen‐Lindsberg, Sirpa Leppä, David W. Scott, Harald Holte, Yngvild Nuvin Blaker

Notice bibliographique

RevueBlood · 2019
Typearticle
Langueen
DomaineMedicine
ThématiqueLymphoma Diagnosis and Treatment
Établissements canadiensSpinal Cord Injury BC
Organismes subventionnairesnon disponible
Mots-clésBCL6LymphomaDiffuse large B-cell lymphomaMedicineInternal medicineOncologyGerminal centerGastroenterologyPathologyImmunologyB cell

Résumé

récupéré en direct d'OpenAlex

Background: High-grade B-cell lymphoma with MYC and BCL2 and/or BCL6 rearrangements (HGBL-DH/TH) occurs in approximately 8% of de novo diffuse large B-cell lymphoma (DLBCL) cases, with BCL2 translocations (HGBL-DH/TH-BCL2) being a germinal center B-cell like (GCB) phenomenon (Scott et al. Blood 2018). HGBL-DH/TH is associated with poor outcome when treated with standard R-CHOP-therapy, but retrospective studies suggest that more aggressive treatment may improve outcome (Petrich et al. Blood 2014; Oki et al. BJH 2014). To overcome limitations with identification of HGBL-DH/TH by fluorescence in situ hybridization (FISH), Ennishi et al. developed a gene expression signature (DHITsig) that identified tumors with a HGBL-DH/TH-BCL2 gene expression phenotype. This DHITsig was translated into a new assay (DLBCL90) for application on formalin-fixed paraffin-embedded (FFPE) biopsies (Ennishi et al. J Clin Oncol 2019), and included identification of cell-of-origin (COO) and primary mediastinal B-cell lymphoma (Scott et al. Blood 2014; Mottok et al. Blood 2018). The DHITsig roughly doubled the number of cases in the HGBL-DH/TH-group compared with FISH, and was associated with a poor prognosis in patients treated with R-CHOP. In our study we aimed to validate the DLBCL90 assay in an independent cohort of young high-risk patients treated with dose-intensive immunochemotherapy within two Nordic trials. Patients and methods: RNA was extracted from pretreatment FFPE biopsies from 88 high-risk de novo DLBCL patients treated with dose-dense immunochemotherapy with systemic CNS prophylaxis in two Nordic trials (Holte et al. Ann. Oncol. 2013; Leppä et al. 15-ICML 2019). In the first trial patients received 6 courses of R-CHOEP-14 followed by 1 course of HD-Mtx and HD-Ara-C. In the second trial 2 courses of HD-Mtx were given in combination with R-CHOP-14 at the start of treatment, followed by 4 courses of R-CHOEP-14 and 1 course of R-HD-Ara-C at the end. Liposomal Ara-C was also administered intrathecally at courses 1, 3 and 5. Digital gene expression was performed, applying the DLBCL90 assay on the NanoString platform (NanoString Technologies, Seattle, WA) and FISH break-apart probes for MYC, BCL2 and BCL6 were used for identification of HGBL-DH/TH. Results: The COO assay assigned 54%, 31% and 15% of the tumors to the GCB, activated B-cell like (ABC) and unclassified group, respectively. The ABC- and unclassified DLBCLs showed a trend towards inferior outcome when compared to the GCB-group (OS: 59%, 66%, 91%, p=0.076, PFS: 74%, 59%, 85%, p=0.122, FFS: 63%, 51%, 83%, p=0.052, respectively). The DHITsig was only seen in the GCB subtype. Of the patients with the GCB subtype, 5 (10%) and 11 patients (23%) were assigned to the DHITsig-positive and DHITsig-indeterminate group, respectively. FISH results were available for 71 samples, and 6 were identified as HGBL-DH/TH-BCL2. Four of them were assigned to the DHITsig-positive group, while 1 case was assigned to the DHITsig-indeterminate group with a 79% probability of belonging to the DHITsig-positive group (cut-off 80%). The last case was a triple-hit tumor that was assigned to the DHITsig-negative group. This patient had a favorable outcome with a complete remission after first line therapy, and was still in remission at the last follow-up 45 months after diagnosis. Overall, after a median follow-up of 64 months, 17 patients (19%) experienced relapse and 13 patients (15%) had died. Within the GCB subgroup, there were no significant differences in clinical outcome (OS, PFS, FFS) between the DHITsig positive, negative and indeterminate groups when analyzed as separate groups, or when the positive/indeterminate groups were merged (figure). Conclusion: We confirm that the DLBCL90 gene expression assay identifies HGBL-DH/TH-BCL2 in FFPE biopsies. This, together with a rapid turnaround time, makes it an attractive alternative to FISH for double-hit assignment in the clinical setting. In our cohort of young-high risk patients treated with dose-dense immunochemotherapy, the DHITsig was not associated with inferior survival. Of note, neither was the HGBL-DH/TH defined by FISH. This may be due to the intensified treatment, overcoming the poor prognostic impact of the double-hit biology. Disclosures Jørgensen: Gilead: Membership on an entity's Board of Directors or advisory committees; Roche: Membership on an entity's Board of Directors or advisory committees. Jerkeman:Roche: Honoraria, Research Funding; Janssen: Honoraria, Research Funding; Gilead: Honoraria, Research Funding; Acerta: Honoraria, Research Funding; Celgene: Honoraria, Research Funding. Scott:Roche/Genentech: Research Funding; Celgene: Consultancy; Janssen: Consultancy, Research Funding; NanoString: Patents & Royalties: Named inventor on a patent licensed to NanoSting [Institution], Research Funding. Holte:Novartis: Honoraria, Other: Advisory board.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni 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.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,001
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,001
Score d'incertitude au seuil0,003

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0000,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,000
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

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.

Tête enseignante Opus0,005
Tête enseignante GPT0,200
Écart entre enseignants0,195 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations1
Publié2019
Routes d'admission1
Résumé présentoui

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