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S195: IDECABTAGENE VICLEUCEL (IDE-CEL) VS STANDARD REGIMENS IN PATIENTS WITH TRIPLE-CLASS–EXPOSED (TCE) RELAPSED AND REFRACTORY MULTIPLE MYELOMA (RRMM): A KARMMA-3 ANALYSIS IN HIGH-RISK SUBGROUPS

2023· article· en· W4385644673 on OpenAlexaff
Krina K. Patel, Paula Rodríguez‐Otero, Salomon Manier, Rachid Baz, Marc S. Raab, Michèle Cavo, Natalie S. Callander, Luciano J. Costa, Philippe Moreau, Scott R. Solomon, Christine Chen, Noopur Raje, Christof Scheid, Michel Delforge, Jeremy T. Larsen, Thomas Pabst, Kenshi Suzuki, Anna Truppel-Hartmann, Zhihong Yang, Julia Piasecki, Jasper Felten, Andrea Caia, Mark Cook, Sergio Giralt, María‐Victoria Mateos

Bibliographic record

VenueHemaSphere · 2023
Typearticle
Languageen
FieldMedicine
TopicCAR-T cell therapy research
Canadian institutionsPrincess Margaret Cancer Centre
Fundersnot available
KeywordsDaratumumabMedicineInternal medicineRegimenOncologyRefractory (planetary science)LenalidomidePopulationMultiple myeloma

Abstract

fetched live from OpenAlex

Background: Despite improvements in the treatment landscape of RRMM with the use of combination therapy, with immunomodulatory (IMiD®) agents, proteasome inhibitors (PIs), and anti-CD38 monoclonal antibodies in front-line and early relapse, patients are becoming TCE earlier in their treatment course. Outcomes in patients with high-risk disease characteristics such as cytogenetic abnormalities, advanced-disease stage, high tumor burden, presence of extramedullary plasmacytoma (EMP), and triple-class–refractory (TCR) disease also remain poor. Ide-cel, a BCMA-directed CAR T cell therapy, significantly improved median progression-free survival (mPFS; 13.3 vs 4.4 months [mo]; HR, 0.49; P<0.0001) and overall response rates (ORR; 71 vs 42%, P<0.001) vs standard (std) regimens in the overall population of patients with TCE RRMM in KarMMa-3 (NCT03651128; Rodríguez-Otero NEJM 2023; DOI: 10.1056/NEJMoa2213614). Aims: To assess the efficacy and safety of ide-cel vs std regimens in patients with high-risk disease characteristics in KarMMa-3. Methods: In KarMMa-3, patients with RRMM who received 2–4 prior regimens, who were TCE (IMiD agent, PI, and daratumumab), and had disease refractory to the last regimen, were randomized 2:1 to receive ide-cel (target dose range: 150–450 x 106 CAR+ T cells) or a std regimen (DPd, DVd, IRd, Kd, or EPd, based on prior regimen, per investigator). Efficacy (PFS, ORR, and complete response rate [CRR]) was assessed in high-risk groups including patients with cytogenetic abnormalities (del[17p], t[4;14], or t[14;16]), R-ISS stage III disease, high tumor burden (≥50% CD138-positive plasma cells in bone marrow), EMP (soft-tissue–only and soft-tissue bone-related plasmacytomas), and TCR (refractory to ≥1 each of an IMiD agent, a PI, and an anti-CD38 antibody). Results: Baseline demographics and high-risk disease characteristics were balanced between treatment arms. Median time to progression on the last prior regimen was short in patients treated with both ide-cel vs std regimens in all high-risk subgroups: cytogenetic abnormalities (5.6 vs 6.7 mo), R-ISS stage III disease (3.9 vs 3.5 mo), high tumor burden (5.1 vs 6.2 mo), EMP (5.1 vs 5.1 mo), and TCR disease (5.6 vs 5.8 mo). At a median follow-up of 18.6 mo (range, 0.4–35.4), mPFS was longer in patients treated with ide-cel vs std regimens in all high-risk subgroups: cytogenetic abnormalities (11.9 vs 4.2 mo; HR, 0.608), R-ISS stage III disease (5.2 vs 3.0 mo; HR, 0.861), high tumor burden (11.0 vs 4.9 mo; HR, 0.595), EMP (7.2 vs 2.0 mo; HR, 0.401), and TCR disease (11.2 vs 3.5 mo; HR, 0.458; Table). ORRs were improved with ide-cel vs std regimens, regardless of the presence of high-risk disease characteristics. Similarly, CRRs were improved in patients treated with ide-cel vs std regimens in all high-risk subgroups: cytogenetic abnormalities (31.8 vs 4.9%), R-ISS stage III (16.1 vs 7.1%), high tumor burden (31.0 vs 8.8%), EMP (23.0 vs 3.1%), and TCR disease (33.5 vs 1.1%). Safety data will be presented. Summary/Conclusion: Patients treated with ide-cel had a lower risk of disease progression or death and higher odds of achieving an overall response (with higher CRRs) compared with patients who received std regimens, regardless of baseline high-risk disease. Overall, these results support use of ide-cel in patients with TCE RRMM, including patients with difficult-to-treat, high-risk disease.Keywords: Clinical trial, Multiple myeloma, High risk, CAR-T

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: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.013
GPT teacher head0.252
Teacher spread0.239 · 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 designNon-randomized 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".

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Citations1
Published2023
Admission routes1
Has abstractyes

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