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Record W7093121815

C002 | SUBCUTANEOUS DARATUMUMAB + BORTEZOMIB/LENALIDOMIDE/DEXAMETHASONE WITH DARA + LENALIDOMIDE MAINTENANCE IN TRANSPLANT-ELIGIBLE PATIENTS WITH NDMM: ANALYSIS OF SUSTAINED MINIMAL RESIDUAL DISEASE NEGATIVITY IN THE PHASE 3 PERSEUS TRIAL

2025· article· en· W7093121815 on OpenAlexaff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsHotel Dieu Hospital
Fundersnot available
KeywordsDaratumumabMinimal residual diseaseLenalidomideMultiple myelomaClinical endpointClinical trialConfidence interval
DOInot available

Abstract

fetched live from OpenAlex

Minimal residual disease (MRD) negativity (neg) and sustained MRD neg are associated with longer survival and are strong prognostic clinical endpoints. PERSEUS (NCT03710603) evaluated subcutaneous daratumumab (Dara) + bortezomib/lenalidamide/dexamethasone (VRd) induction/consolidation (ind/consol) + Dara + lenalidamide (DR) maintenance (maint) vs VRd ind/consol + R maint in transplant-eligible (TE) newly-diagnosed multiple myeloma (NDMM). DVRd significantly improved PFS, complete response or better rate (≥CR), and MRD neg rate. Nearly two-thirds of patients (pts) on DR maint could stop treatment (tx) after achieving sustained remission, leading to DVRd being recommended by NCCN as a preferred TE NDMM regimen. Here, we report the impact of sustained MRD neg status on PFS in PERSEUS. TE pts with NDMM age 18–70 years (y) were randomized 1:1 to DVRd (DVRd ind/consol + DR maint) or VRd (VRd ind/consol + R maint). The primary endpoint was PFS; MRD neg rate (MRD neg 10-5 and ≥CR) was a key secondary endpoint. Sustained MRD neg, assessed in the intent-to-treat population, was defined as confirmed MRD neg ≥12 months (mo) apart and without MRD positivity in between. Functionally high risk (FHR) was defined as disease progression ≤18 mo from tx initiation, excluding pre-progression deaths. A total of 709 pts were assigned to DVRd (n=355) or VRd (n=354). At 47.5-mo median follow-up, ≥12-mo sustained MRD neg rates were higher overall with DVRd (64.8%; n=230) vs VRd (29.7%; n=105), and across clinically relevant subgroups, including age ≥65 y and high-risk cytogenetics. Similarly, ≥24-mo sustained MRD neg rates were higher with DVRd (55.8%; n=198) vs VRd (22.6%; n=80). Pts with ≥12-mo sustained MRD neg vs those without had improved 48-mo PFS rates regardless of tx arm (Table 1). DVRd vs VRd reduced FHR rates (3.1% vs 6.8%), and rates of FHR or pre-progression deaths were lower with DVRd vs VRd (5.4% vs 11.0%) in the first 18 mo. In TE NDMM, nearly two-thirds of pts treated with DVRd induction and DR maint achieved ≥12-mo sustained MRD neg, associated with >95% 48-mo PFS rate. Moreover, ≥24-mo sustained MRD neg rates with DVRd were 2.5 times as high as VRd, and FHR incidence was halved with DVRd vs VRd. Collectively, these data further support the PERSEUS regimen as standard of care for TE NDMM.

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)0.002
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: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.121
GPT teacher head0.525
Teacher spread0.404 · 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 designRandomized trial
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

Citations0
Published2025
Admission routes1
Has abstractyes

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