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Stem Cell Dose and Time To Engraftment Does Not Predict Outcome After Autologous Stem Cell Transplantation For Relapsed Aggressive NHL

2013· article· en· W2404263296 on OpenAlexaff
Shane Gangatharan, John Kuruvilla, Vishal Kukreti, Armand Keating, Manjula Maganti, Melania Pintilie, Michael Crump

Bibliographic record

VenueBlood · 2013
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsPrincess Margaret Cancer Centre
Fundersnot available
KeywordsMedicineAutologous stem-cell transplantationEtoposideFilgrastimInternal medicineStem cellTransplantationMelphalanOncologyPlerixaforHematopoietic stem cell transplantationSurgeryChemotherapyGranulocyte colony-stimulating factorBiologyCXCR4

Abstract

fetched live from OpenAlex

Abstract Introduction Autologous stem cell transplantation (ASCT) is the standard of care for relapsed aggressive lymphomas. Time to neutrophil and platelet engraftment is strongly correlated with CD34+ cell number infused but data are conflicting as to whether patients who receive greater numbers of CD34+ stem cells have improved outcomes. We sought to determine whether short term engraftment predicts progression-free survival (PFS) independent of other disease-specific prognostic factors. Methods From the Princess Margaret Cancer Centre transplant database, we identified patients undergoing ASCT for relapsed aggressive lymphoma between 2007-2011. Data were extracted on prognostic features at relapse/progression, stem cell collection, engraftment, and time to progression and death. All patients received platinum-based salvage chemotherapy and those with chemosensitivity were mobilised with cyclophosphamide, etoposide and filgrastim (minimum threshold 2x106 CD34 cells/kg) and proceeded to ASCT. Patients who failed initial mobilisation were remobilised using plerixafor. High-dose therapy consisted of etoposide 60mg/kg Day -4 and melphalan 180mg/m2 Day -3 with stem cells infused on Day 0. Filgrastim 300µg daily was started from Day +7 until neutrophil recovery to >1.0 x106/uL. Platelet engraftment was defined as an unsupported platelet count >20 x 109/L. Results 97 patients with DLBCL (n=66), transformed (n=24) and T-cell lymphoma (n=7) were reviewed. Median age was 54 (range 20-67), 61% were male and median IPI score on relapse was 2. Fifty one percent relapsed within 12 months of last therapy, and of the patients with B-cell lymphoma, 81% received rituximab prior to salvage chemotherapy. Median stem cell dose was 5.7x106 CD34+ cells/kg (range 1.69-17.82) with a median number of apheresis sessions to achieve this of 2 (range 1-4). Median time to neutrophils >0.5x106/uL was 11 days (range 9-14) and platelets >20x106/uL was 14 days (range 10-23). The Spearman correlation test confirmed a higher stem cell dose was significantly associated with shorter time to neutrophil (p=0.0014) and platelet engraftment (p=0.0003). From date of ASCT, median follow-up was 3.1 years in progression-free patients. For the entire cohort, PFS was 50% and overall survival (OS) was 74% at 3 years. On univariable analysis, patients with B-cell lymphoma with IPI score of 0-2 had a 3-year PFS of 59%, v 28% for those with IPI of 3-4 (p=0.03) (n=90). Patients with early relapse within 12 months of last therapy had inferior 3-year PFS, 42% v 59% for those with initial PFS > 1 year (p=0.08). Patients with B-cell lymphoma who received rituximab with primary chemotherapy had worse 3-year PFS: 47% v 69% (p=0.11). There were no associations of PFS with lymphoma subtype, dose of stem cells infused, number of apheresis sessions and neutrophil or platelet engraftment. Similarly, on univariable analysis of OS for the entire cohort, only secondary IPI (0-2 v 3-4) was significant, with 3-year OS 82% v 48%, respectively (p=0.01). Multivariable Cox regression analysis of outcomes for patients with B-cell lymphoma in a model including IPI score, time to relapse, prior rituximab, CD34+ cell dose and neutrophil and platelet engraftment times confirmed IPI was the only significant variable predicting PFS (HR 1.99, p=0.03) and OS (HR 3.2, p=0.006). Conclusions In this cohort of patients with aggressive lymphomas, CD34+ cell dose was correlated with time to neutrophil and platelet engraftment but was not predictive of PFS or OS. Secondary IPI score, relapse within 12 months, and for B-cell lymphomas previous use of rituximab were predictive of outcomes post ASCT. Disclosures: Kuruvilla: Roche: Honoraria. Kukreti:Millennium Pharmaceuticals: Research Funding; Onyx: Research Funding. Keating:Roche: Honoraria. Crump:Roche: Honoraria; Jansen-Ortho: Honoraria; Celgene: Honoraria; Lundbeck: Honoraria; Novartis: Research Funding; Seattle Genetics: Honoraria.

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)0.000
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 score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.009
GPT teacher head0.224
Teacher spread0.215 · 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".

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Citations1
Published2013
Admission routes1
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