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Record W4405038457 · doi:10.1182/blood-2024-201543

Efficacy Outcomes By Minimal Residual Disease (MRD) Negativity in Patients with Relapsed or Refractory Multiple Myeloma Treated with Belantamab Mafodotin Plus Bortezomib and Dexamethasone Vs Daratumumab, Bortezomib, and Dexamethasone: Analysis from the Dreamm-7 Trial

2024· article· en· W4405038457 on OpenAlexaff
Vânia Hungria, Marek Hus, Paweł Robak, Vera Zherebtsova, A. Ribas, Marcelo Pitombeira de Lacerda, Kihyun Kım, Sebastian Grosicki, Irwindeep Sandhu, Christopher Wård, Astrid McKeown, Hena Baig, Jie Ma, Benjamin Lariviere, Benga Kazeem, Lydia Eccersley, Sumita Roy–Ghanta, Joanna Opalinska, María‐Victoria Mateos

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsGlaxoSmithKline (Canada)University of Alberta
Fundersnot available
KeywordsDaratumumabBortezomibDexamethasoneMedicineInternal medicineOncologyMultiple myelomaMinimal residual diseaseRefractory (planetary science)CarfilzomibBone marrowBiology

Abstract

fetched live from OpenAlex

Background: In DREAMM-7 (NCT04246047), belantamab mafodotin (belamaf) plus bortezomib and dexamethasone (BVd) demonstrated a statistically significant and clinically meaningful progression-free survival (PFS) benefit vs the standard-of-care triplet daratumumab, bortezomib, and dexamethasone (DVd) in patients with relapsed or refractory multiple myeloma who had received ≥1 prior line of treatment. MRD negativity has been shown to be a predictor of PFS and overall survival (OS) in multiple myeloma. Here, we aimed to understand if MRD negativity translated to improvements in PFS and OS in the DREAMM-7 trial. Methods: In DREAMM-7,patients with ≥1 prior line of treatment were randomized (1:1) to BVd or DVd. The primary endpoint was independent review committee (IRC)-assessed PFS. OS and aMRD negative status by next-generation sequencing with 10-5 sensitivity; follow-up testing was performed every 6 months thereafter until progressive disease. An exploratory MRD analysis was also performed in patients who achieved a very good partial response or better (≥VGPR). Post hoc subgroup analyses of PFS (IRC assessed) and OS were performed based on IRC-assessed response (≥CR or ≥ VGPR) and MRD- negative status and evaluated using the Kaplan-Meier method; CIs were estimated using the Brookmeyer-Crowley method. Results: In total, 494 patients (BVd, n=243; DVd, n=251) were randomized in the intention-to-treat population. As previously reported, at the first interim analysis (data cutoff: October 2, 2023; median follow-up, 28.2 months), a higher proportion of patients in the BVd arm had CR-based MRD-negative status vs the DVd arm (60 of 243 [25%] vs 24 of 251 [10%] patients). A higher proportion of patients achieved sustained MRD negativity for ≥12 months (≥CR) with BVd (10%) vs DVd (2%) by the data cutoff. Rates of CR-based MRD negativity favored BVd vs DVd in prespecified subgroups of patients with disease refractory to lenalidomide (25% vs 6%) and patients with ≥1 high-risk cytogenetic abnormality (31% vs 7%); this is consistent with findings from the intention-to-treat analysis. A similar trend was observed in an exploratory analysis of patients with ≥VGPR, with 94 of 243 (39%) patients achieving VGPR-based MRD negativity in the BVd arm vs 43 of 251 (17%) patients in the DVd arm. Inability to achieve MRD-negative status was associated with lower PFS and OS outcomes compared with the intention-to-treat population. Among patients who did not achieve CR-based MRD negativity, median PFS was 15.3 months (95% CI, 12.7-18.0 months; BVd, 25.0 months; DVd, 11.8 months), with an 18-month PFS rate of 45% (95% CI, 40%-50%; BVd, 57%; DVd, 36%); median OS was not reached at the data cutoff, and the 18-month OS rate was 74% (95% CI, 69%-78%; BVd, 79%; DVd, 70%). In patients who achieved CR-based MRD-negative status, median PFS and OS were not reached; by the data cutoff, 13% (BVd, 10%; DVd, 21%) of patients had PFS events, and 5% (BVd, 5%; DVd, 4%) had OS events. Conclusions: In the DREAMM-7 trial, patients in the BVd arm achieved MRD-negative status at more than double the rate observed in the DVd arm, and more patients achieved sustained MRD-negative status for ≥12 months with BVd. MRD negativity was associated with durable PFS and OS benefits, which is consistent with previous reports; this highlights the importance of the greater response depth that is achieved with BVd. Funding statement: GSK (Study # 207503) Drug linker technology licensed from Seagen Inc.; monoclonal antibody produced using POTELLIGENT Technology licensed from BioWa.

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)0.004
metaresearch head score (Gemma)0.003
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.003
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
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 head0.015
GPT teacher head0.269
Teacher spread0.254 · 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".

Quick stats

Citations3
Published2024
Admission routes1
Has abstractyes

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