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Record W3216581958 · doi:10.1182/blood-2021-145954

Population-Wide Introduction of Dose-Adjusted EPOCH-R Is Associated with Improved Outcome of High Grade B-Cell Lymphoma with MYC and BCL2 Rearrangements with Diffuse Large B-Cell Lymphoma Morphology

2021· article· en· W3216581958 on OpenAlexaff
Waleed Alduaij, Laurie H. Sehn, Aixiang Jiang, Susana Ben‐Neriah, Brett Collinge, Laura K. Hilton, Merrill Boyle, Barbara Meissner, Pedro Farinha, Graham W. Slack, Jeffrey W. Craig, Tomoko Miyata‐Takata, Diego Villa, Alina S. Gerrie, Ciara L. Freeman, Kerry J. Savage, Randy D. Gascoyne, Joseph M. Connors, Andrew J. Mungall, Christian Steidl, David W. Scott

Bibliographic record

VenueBlood · 2021
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsCanada's Michael Smith Genome Sciences CentreSpinal Cord Injury BCUniversity of British Columbia
Fundersnot available
KeywordsDiffuse large B-cell lymphomaVincristineMedicineRituximabPopulationInternal medicineEpoch (astronomy)BCL6LymphomaPrednisoneOncologyCyclophosphamideChemotherapyImmunologyB cell

Abstract

fetched live from OpenAlex

Abstract Introduction: High-grade B-cell lymphoma with MYC and BCL2 and/or BCL6 rearrangements (HGBL-DH/TH), colloquially referred to as double- or triple-hit lymphoma, is associated with poor outcomes prompting many centers to use dose-intensive immunochemotherapy. The benefit of treatment intensification in patients with HGBL-DH/TH with diffuse large B-cell lymphoma (DLBCL) morphology, who would otherwise receive standard-of-care rituximab, cyclophosphamide, vincristine and prednisone (R-CHOP), remains unclear because suitably powered randomized clinical trials have not been performed, and earlier studies included patients with high-grade morphology. Furthermore, selection bias due to the restriction of fluorescence in situ hybridization (FISH) testing to diagnose HGBL-DH/TH in patients with high-risk clinical presentation or aggressive tumor morphology confounds historical comparators. Since 2015, de novo DLBCL biopsies in British Columbia (BC) have undergone routine FISH testing in clinical practice. Concurrently, provincial guidelines were introduced recommending treatment with dose-adjusted etoposide, doxorubicin, vincristine, cyclophosphamide, prednisone and rituximab (DA-EPOCH-R) for appropriately fit patients aged 75 years (y) or younger with HGBL-DH/TH harboring BCL2 rearrangements with DLBCL morphology (HGBL-DH/TH-BCL2-DLBCL). A population-based analysis was conducted to assess the impact of the introduction of DA-EPOCH-R on outcomes in HGBL-DH/TH-BCL2-DLBCL. Methods: Outcomes of HGBL-DH/TH-BCL2-DLBCL patients diagnosed between 2015 to 2020 using clinical FISH performed on de novo DLBCL biopsies (DA-EPOCH-R era) were compared to patients with HGBL-DH/TH-BCL2-DLBCL identified from a historic province-wide cohort of de novo DLBCL diagnosed between 2005-2010 in BC that underwent universal FISH in a research setting (R-CHOP era). Patients with the rarer entity of HGBL-DH/TH harboring MYC and BCL6 rearrangements only (HGBL-DH-BCL6) were excluded and were not part of the original DA-EPOCH-R guideline. Multivariable Cox proportional hazards regression models were used to predict the independent effect of treatment era after controlling for the International Prognostic Index (IPI). Results: 99 patients with HGBL-DH/TH-BCL2-DLBCL were identified through routine clinical FISH in the DA-EPOCH-R era. Of 1172 de novo DLBCL patients in the historic R-CHOP era, 824 had adequate diagnostic material for evaluation by FISH, 52 of which were HGBL-DH/TH-BCL2-DLBCL. The analysis was restricted to patients aged 75y or younger, yielding 71 and 38 patients in the DA-EPOCH-R and R-CHOP eras, respectively. 7/38 (18%) biopsies in the R-CHOP era had undergone clinical FISH testing at diagnosis with results known to the treating physician. Median (interquartile range) follow-up in living patients was 2.8y (2.0-4.4y) in the DA-EPOCH-R era and 12.2y (11.2-13.4y) in the R-CHOP era. 49/71 (69%) patients received DA-EPOCH-R in the DA-EPOCH-R era, whereas 32/38 patients (84%) received R-CHOP in the R-CHOP era. Both eras had comparable baseline clinical characteristics with no significant difference in IPI risk groups (Table 1). The DA-EPOCH-R era was associated with superior 2-year time to progression (TTP, 73.9% vs 47.4%, p=0.016) and overall survival (OS, 77.7% vs 50.0%, p=0.022, Figure 1). After adjusting for IPI risk groups (low 0-2, high 3-5), the DA-EPOCH-R era was independently associated with superior TTP (hazard ratio (HR) 0.41, 95% confidence interval (CI) 0.21-0.77, p=0.005) and OS (HR 0.39, 95% CI 0.21-0.76, p=0.005). After controlling for individual IPI factors, treatment era remained predictive of TTP (HR 0.38, 95% CI 0.19- 0.76, p=0.006) and OS (HR 0.39, 95% CI 0.19-0.79, p=0.008). Conclusions: Introduction of a provincial, population-based recommendation to use DA-EPOCH-R for appropriately fit patients aged 75y or younger is associated with improved real-world outcomes of HGBL-DH/TH-BCL2-DLBCL. The similarity between TTP and OS within each era suggests the high failure rate of conventional salvage therapy irrespective of frontline treatment, prompting further investigation of novel second-line therapies in this poor-prognosis population. Targeted capture sequencing to identify MYC translocation partners is underway, and the influence of the MYC partner on outcomes in both eras will be presented. Figure 1 Figure 1. Disclosures Sehn: Novartis: Consultancy; Genmab: Consultancy; Debiopharm: Consultancy. Slack: Seagen: Consultancy, Honoraria. Craig: Bayer: Consultancy. Villa: Janssen: Honoraria; Gilead: Honoraria; AstraZeneca: Honoraria; AbbVie: Honoraria; Seattle Genetics: Honoraria; Celgene: Honoraria; Lundbeck: Honoraria; Roche: Honoraria; NanoString Technologies: Honoraria. Gerrie: Sandoz: Honoraria; Roche: Research Funding; Astrazeneca: Honoraria, Research Funding; AbbVie: Honoraria, Research Funding; Janssen: Honoraria, Research Funding. Freeman: Teva: Research Funding; Roche: Research Funding; Janssen: Honoraria, Speakers Bureau; Amgen: Honoraria; Celgene: Honoraria; Sanofi: Honoraria, Speakers Bureau; Incyte: Honoraria; Abbvie: Honoraria; Seattle Genetics: Honoraria; Bristol Myers Squibb: Honoraria, Speakers Bureau. Savage: Seattle Genetics: Consultancy, Honoraria; Roche: Research Funding; Astra-Zeneca: Consultancy, Honoraria; AbbVie: Consultancy, Honoraria; Merck: Consultancy, Honoraria, Other: Institutional clinical trial funding; BMS: Consultancy, Honoraria, Other: Institutional clinical trial funding; Servier: Consultancy, Honoraria; Takeda: Other: Institutional clinical trial funding; Beigene: Other: Institutional clinical trial funding; Genentech: Research Funding. Steidl: Bayer: Consultancy; Trillium Therapeutics: Research Funding; Curis Inc.: Consultancy; AbbVie: Consultancy; Epizyme: Research Funding; Seattle Genetics: Consultancy; Bristol-Myers Squibb: Research Funding. Scott: Celgene: Consultancy; NanoString Technologies: Patents & Royalties: Patent describing measuring the proliferation signature in MCL using gene expression profiling.; BC Cancer: Patents & Royalties: Patent describing assigning DLBCL COO by gene expression profiling--licensed to NanoString Technologies. Patent describing measuring the proliferation signature in MCL using gene expression profiling. ; Rich/Genentech: Research Funding; Janssen: Consultancy, Research Funding; Incyte: Consultancy; Abbvie: Consultancy; AstraZeneca: Consultancy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.222
Teacher spread0.212 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations4
Published2021
Admission routes1
Has abstractyes

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