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Record W4396604922 · doi:10.1200/jco.23.00934

Minimal Residual Disease Status in Multiple Myeloma 1 Year After Autologous Hematopoietic Cell Transplantation and Lenalidomide Maintenance Are Associated With Long-Term Overall Survival

2024· article· en· W4396604922 on OpenAlexfundno aff
Marcelo C. Pasquini, Paul K. Wallace, Brent R. Logan, Manmeet Kaur, Joseph D. Tario, Alan Howard, Yali Zhang, Claudio G. Brunstein, Yvonne A. Efebera, Nancy L. Geller, Sergio Giralt, Parameswaran Hari, Mary M. Horowitz, John Koreth, Amrita Krishnan, Heather Landau, George Somlo, Nina Shah, Edward A. Stadtmauer, Dan T. Vogl, David H. Vesole, Philip L. McCarthy, Theresa Hahn

Bibliographic record

VenueJournal of Clinical Oncology · 2024
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsnot available
FundersOffice of Naval ResearchLegend BiotechPharmacyclicsTakeda OncologyHealth Resources and Services AdministrationMorphoSysAdaptive BiotechnologiesAstellas Pharmabluebird bioKiadis PharmaOmeros CorporationPfizerIncyteJazz PharmaceuticalsBristol-Myers SquibbCSL BehringBeiGeneHistoGeneticsActinium PharmaceuticalsCareDxNational Heart, Lung, and Blood InstituteNovartis Pharmaceuticals CorporationCelgeneAtara BiotherapeuticsNational Cancer InstituteGilead SciencesGlaxoSmithKlineAmgenMallinckrodt PharmaceuticalsAstellas Pharma USNational Institute of Allergy and Infectious DiseasesRoswell Park Cancer Institute
KeywordsMedicineMinimal residual diseaseInternal medicineMultiple myelomaOncologyHazard ratioLenalidomideHematopoietic stem cell transplantationTransplantationProgression-free survivalSurgeryGastroenterologyBone marrowOverall survivalConfidence interval

Abstract

fetched live from OpenAlex

PURPOSE Prognostic Immunophenotyping in Myeloma Response (PRIMeR) is an ancillary study of minimal residual disease (MRD) assessment for multiple myeloma by next-generation multiparameter flow cytometry (MFC). Patients were enrolled on a three-arm randomized control trial (Blood and Marrow Transplants Clinical Trials Network 0702 Stem Cell Transplant for Myeloma in Combination of Novel Agents [STaMINA]; ClinicalTrials.gov identifier: NCT01109004 ). METHODS Four hundred and thirty-five patients consented to the MRD panel, which included 10 monoclonal antibodies measured via six-color MFC. MRD was measured at baseline/preautologous hematopoietic cell transplant (BL/preAutoHCT), premaintenance (PM), and 1 year (Y1) after AutoHCT with a sensitivity of 10–5 to 10–6. The primary objective was to assess MRD-negative (MRDneg) at 1 year after AutoHCT and progression-free survival and overall survival (PFS/OS). RESULTS Similar to the STaMINA results, at a median follow-up of 70 months, there was no significant difference in PFS/OS by treatment arm in the PRIMeR patients. MRDneg at all three time points was associated with significantly improved PFS, and MRDneg at Y1 had significantly longer OS. Multivariate analysis of PFS, adjusting for disease risk and treatment arm, demonstrated hazard ratios (HRs) in MRD-positive patients compared with MRDneg patients at BL, PM, and Y1 of 1.55 ( P = .0074), 1.83 ( P = .0007), and 3.61 ( P < .0001), respectively. Corresponding HRs for OS were 1.19 ( P = .48), 0.88 ( P = .68), and 3.36 ( P < .001). Patients with sustained MRDneg or who converted to MRDneg by Y1 had similar PFS/OS. CONCLUSION To our knowledge, this first, prospective US cooperative group, multicenter study demonstrates that MRDneg at Y1 after AutoHCT with lenalidomide maintenance is prognostic for improved 6-year PFS and OS. Serial MRD measurements may direct trials to test how further therapy may improve long-term PFS and OS.

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 score0.001
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.061
GPT teacher head0.390
Teacher spread0.329 · 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

Citations19
Published2024
Admission routes1
Has abstractyes

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