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Record W4389259127 · doi:10.1182/blood-2023-182164

Comparative Efficacy of Ciltacabtagene Autoleucel Versus Elotuzumab, Isatuximab, and Selinexor-Based Regimens in the Treatment of Patients with Relapsed or Refractory Multiple Myeloma with 1-3 Prior Lines of Therapy Using a Matching-Adjusted Indirect Comparison

2023· article· en· W4389259127 on OpenAlexaboutno aff
Noemí Puig, Joris Diels, Suzy Van Sanden, João Mendes, Teresa Hernando, Patricia Cost, Jordan M. Schecter, Nikoletta Lendvai, Nitin Patel, José María Sanchez-Pina, Serena Rocchi

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsPomalidomideLenalidomideMedicineDaratumumabCarfilzomibInternal medicineOncologyMultiple myelomaPopulationBortezomibRefractory (planetary science)

Abstract

fetched live from OpenAlex

Introduction: Ciltacabtagene autoleucel (cilta-cel; Carvykti) was assessed in the phase 3 randomized controlled trial CARTITUDE-4 for adult patients with relapsed and refractory multiple myeloma (RRMM) who have received 1-3 prior line(s) of therapy (LOT) that included an immunomodulatory agent (IMiD), and a proteasome inhibitor (PI) and are refractory to lenalidomide. Other therapies used to treat patients with multiple myeloma who have received at least one other therapy and are lenalidomide-refractory vary by country, but broadly include doublet and triplet regimens based on daratumumab, pomalidomide, bortezomib, and carfilzomib. This analysis aims to compare efficacy outcomes in patients randomized to the cilta-cel arm of CARTITUDE-4 versus relevant comparators based on their target trial populations. Methods: Comparators for the matching adjusted indirect comparisons (MAICs) were identified a priori based on regimens used in the target population including; SVd, EloPd, IsaKd, DKd, DVd, Kd, Vd, Pd, and Ide-cel. PVd and DPd were not of interest given their inclusion in the CARTITUDE-4 trial. Melflufen+d, PanVd, VenVd, PCd, IxaKd, D-monotherapy, V-monotherapy, CyVd, and DVCd were not of interest for the US, EU-5, the Netherlands, and Canada. A systematic literature review identified publications of relevant clinical trials for these treatments, which were assessed for feasibility of an indirect treatment comparison. Feasibility was determined based on study design and degree of overlap with the CARTITUDE-4 population (prior LOT, lenalidomide-refractoriness, and exclusion criteria around previous therapies, i.e., prior daratumumab). We report here on comparisons vs. EloPd (ELOQUENT-3), IsaPd (ICARIA-MM), and SVd (BOSTON). Due to differences in methods for the comparisons versus ide-cel (KarMMa-3) and versus DKd, Kd, DVd, Vd, and Pd, these are reported separately. Comparison to IsaKd was not feasible due to a lack of published data in the lenalidomide-refractory subgroup (baseline characteristics and efficacy data), and key differences in exclusion criteria. Given the lack of a common comparator between CARTITUDE-4 and the comparator trials, unanchored MAICs were performed utilizing individual patient-level data (IPD) from patients randomized to the cilta-cel arm of CARTITUDE-4 (N=208). The eligibility criteria from each of the comparator trials were applied to the cilta-cel IPD, and outcomes for the matched population were compared against published summary data for EloPd (N=60), IsaPd (N=154), and SVd (N=195) using reconstructed IPD for response endpoints and simulated IPD from published Kaplan-Meier (KM) curves for progression-free survival (PFS). Further imbalances in patient characteristics were adjusted by weighting the cilta-cel data to match the reported baseline characteristics of the comparator trials in terms of refractory status, cytogenetic risk, ISS stage, and presence of extramedullary disease. Comparative efficacy was estimated for overall response rate (ORR), very good partial response or better (≥VGPR) rate, complete response or better (≥CR) rate, and PFS. For binary endpoints, relative effects were quantified using relative response ratios (RRs) with 95% confidence intervals (CIs) derived from a weighted logistic regression analysis. For PFS, HRs including 95% CIs were estimated using a weighted Cox proportional hazards model. Results: After adjustment, patients in the cilta-cel arm were significantly more likely to achieve an overall response than patients in EloPd or IsaPd arms, and to achieve ≥VGPR and ≥CR versus patients in all other comparators arms ( Table 1). In addition, cilta-cel was associated with a significant reduction in the risk of disease progression or death (PFS) versus all comparators, ranging from 39% (versus SVd) to 68% (versus IsaPd) ( Table 2). Conclusions: Cilta-cel demonstrated clinical benefit over EloPd, IsaPd, and SVd for response outcomes and PFS, highlighting its potential as an effective treatment option for patients with RRMM who have received at least one other therapy and are lenalidomide-refractory. These comparisons provide valuable information to contextualize the efficacy of cilta-cel in countries where treatment for these patients may be different from DPd or PVd.

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)0.006
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.007
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.103
GPT teacher head0.350
Teacher spread0.247 · 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 designMeta-analysis
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
Published2023
Admission routes1
Has abstractyes

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