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Characteristics of Patients Presenting with Secondary Myelodysplastic Syndrome During Treatment with Lenalidomide for Relapsed/Refractory Multiple Myeloma: 5q Deletions Can Be Observed

2010· article· en· W2979979447 on OpenAlexaff
Rashmi S. Goswami, David Barth, Esther Masih‐Khan, Haowei Sun, Manoj Mathew, Christine Chen, Suzanne Trudel, Suzanne Kamel‐Reid, Donna Reece

Bibliographic record

VenueBlood · 2010
Typearticle
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsUniversity Health NetworkUniversity of TorontoOntario Institute for Cancer ResearchPrincess Margaret Cancer Centre
Fundersnot available
KeywordsLenalidomideMedicineMultiple myelomaThalidomideInternal medicineMelphalanAutologous stem-cell transplantationCyclophosphamideTransplantationBortezomibSurgeryPrednisoneOncologyGastroenterologyChemotherapy

Abstract

fetched live from OpenAlex

Abstract Abstract 1876 Multiple myeloma (MM) is a neoplastic process involving plasma cells and the second most common hematologic malignancy after lymphoma. The relative survival rates for MM have been increasing over the last three decades, from 26% in the 1970s to 35% in recent years, due to the introduction of autologous stem cell transplantation (ASCT), and more recently, the introduction of novel agents. Among patients (pts) diagnosed with MM between 1997 and 2006, those who received at least one of the novel agents thalidomide, lenalidomide and bortezomib had double the median survival compared to those who did not receive any of these treatments (Kumar SK, Blood, 2008). Given that improvements are being made in the survival of myeloma pts, they may be more prone treatment-related complications, including treatment-related myelodysplastic syndrome (MDS) or acute myelogenous leukemia (AML). Herein we report seven cases of secondary MDS occurring in MM pts during treatment with lenalidomide-based (len-based) therapy for relapsed/refractory (rel/ref) MM. The pts examined were diagnosed with MM between 2000 and 2006, and consisted of 5 males and 2 females, ranging from 56–79 years of age (median age: 69 years). Five of the seven pts had undergone ASCT whereas the remaining two pts were treated with oral alkylating agents (cyclophosphamide/prednisone or melphalan/dexamethasone) as first-line treatment; one pt received another ASCT as second-line therapy. All pts received len-based regimens as second, third, or fourth-line therapy. The median time to development of MDS after diagnosis of MM was 70.5 months (range: 43.7 to 115.3 months). Of the pts that received ASCT as part of first-line therapy, the median time to development of MDS was 49.9 months (range: 35.6 to 76.1 months) post ASCT, while the median time to development of MDS after initiation of len-based treatment was 19.2 months (range: 1.1 to 33.8 months). All pts presented with decreasing blood counts at the time of MDS diagnosis; at this time the median hemoglobin level was 94 g/L (range 67–107 g/L), ANC 1.7 × 109/L (range 0.9–8.2 × 109/L) and platelet count 62 × 109/L (range 11–148 × 109/L) and only 1 pt had circulating blast cells. Pathological examination of blood films, bone marrow aspirates and biopsies confirmed the presence of MDS in all pts (4 pts with refractory cytopenia with multilineage dysplasia, 2 of whom also had ringed sideroblasts, 2 pts with refractory cytopenia with unilineage dysplasia, and 1 pt with refractory anemia with excess blasts-II); three had concomitant MM in the marrow. Of interest, 3 pts with evidence of dysmegakaryopoiesis demonstrated the presence of hypolobated megakaryocytes, similar to that seen in 5q- syndrome. Conventional cytogenetics demonstrated complex karyotypes in 6 pts, and 4 had structural abnormalities of chromosome 5, with deletion of the long arm, including 2 of the 3 pts with megakaryocyte hypolobation. Four of the 7 pts also had abnormalities involving chromosome 7, including deletion of 7q. In addition, 2 pts had deletions of chromosome 17 including deletion of TP53 (17q13). Although len may be a simple bystander in the development of MDS in rel/ref MM pts previously treated with alkylating agents, the observation of chromosome 5 abnormalities, including 5q deletion, is of note. Therefore, despite its established efficacy in the treatment of MDS, as well as of MM, len may not be able to protect against the development of MDS in pts previously treated with alkylating agents. As in other malignancies in which prolonged survival has been achieved, the increased life span of MM pts mandates monitoring for late complications of therapy. A progressive decrease in peripheral blood counts during treatment with len-based regimens warrants consideration of secondary MDS. Disclosures: Chen: Celgene Corporation: Consultancy, Honoraria, Research Funding. Trudel:Celgene: Honoraria. Reece:Celgene: Honoraria, Research Funding.

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 score0.002
Threshold uncertainty score0.006

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.021
GPT teacher head0.242
Teacher spread0.221 · 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

Citations3
Published2010
Admission routes1
Has abstractyes

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