ArticleHaematologica2011
Proliferation is a central independent prognostic factor and target for personalized and risk-adapted treatment in multiple myeloma.
Article in Haematologica, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 115 papers.
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Who cites it
115 citing papers in PubMed.
- Molecular Long-Term Analysis of the GMMG-HD4 Trial in Multiple Myeloma-Patterns of Association of Chromosomal Aberrations with Response and Proliferation Determining Survival in Selecting Treatments in View of Limited Resources in Low- and Middle-Income Countries.International journal of molecular sciences · 2024Trial
- Metaphase cytogenetics and plasma cell proliferation index for risk stratification in newly diagnosed multiple myeloma.Blood advances · 2020Trial
- Prospective target assessment and multimodal prediction of survival for personalized and risk-adapted treatment strategies in multiple myeloma in the GMMG-MM5 multicenter trial.Journal of hematology & oncology · 2019Trial
- Trial
- Longitudinal fluorescenceHaematologica · 2017Trial
- Cancer testis antigens in newly diagnosed and relapse multiple myeloma: prognostic markers and potential targets for immunotherapy.Haematologica · 2011Trial
- Trial
- A single-cell atlas of multiple myeloma defines malignant archetypes and proliferative states.Nature genetics · 2026Article
- The de novo DNA methyltransferase 3B is a novel epigenetic regulator of MYC in multiple myeloma, representing a promising therapeutic target to counter relapse.Journal of experimental & clinical cancer research : CR · 2025Article
- Clonal plasma cell proportion in the synthetic phase identifies a unique high-risk cohort in multiple myeloma.Blood cancer journal · 2025Article
- Combinatorial strategies targeting NEAT1 and AURKA as new potential therapeutic options for multiple myeloma.Haematologica · 2024Article
- The Prognostic Potential of circRNAs in Multiple Myeloma: Insights From Whole Bone Marrow and Purified Plasma Cells.Journal of cellular and molecular medicine · 2024Article
- Quantitative Integrative Survival Prediction in Multiple Myeloma Patients Treated With Bortezomib-Based Induction, High-Dose Therapy and Autologous Stem Cell Transplantation.JCO precision oncology · 2024Article
- The numerous facets of 1q21Oncology letters · 2024Review
- 1q amplification and PHF19 expressing high-risk cells are associated with relapsed/refractory multiple myeloma.Nature communications · 2024Article
- The genomic landscape of Vk*MYC myeloma highlights shared pathways of transformation between mice and humans.Nature communications · 2024Article
- Complex karyotype determined using conventional cytogenetic analysis is a poor prognostic factor in patients with multiple myeloma.Journal of clinical and experimental hematopathology : JCEH · 2024Article
- Application of R2-ISS risk stratification to patients with multiple myeloma treated with autologous stem cell transplants at UAMS.Blood advances · 2023Article
- Mass Cytometry reveals unique phenotypic patterns associated with subclonal diversity and outcomes in multiple myeloma.Blood cancer journal · 2023Article
- RNA-sequencing based first choice of treatment and determination of risk in multiple myeloma.Frontiers in immunology · 2023Article
55 more citing papers are in PubMed but not listed here.
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Authors and funding
18 authors.
Funding
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Abstract
backgroundProliferation of malignant plasma cells is a strong adverse prognostic factor in multiple myeloma and simultaneously targetable by available (e.g. tubulin polymerase inhibitors) and upcoming (e.g. aurora kinase inhibitors) compounds. DESIGN AND
methodsWe assessed proliferation using gene expression-based indices in 757 samples including independent cohorts of 298 and 345 samples of CD138-purified myeloma cells from previously untreated patients undergoing high-dose chemotherapy, together with clinical prognostic factors, chromosomal aberrations, and gene expression-based high-risk scores.
resultsIn the two cohorts, 43.3% and 39.4% of the myeloma cell samples showed a proliferation index above the median plus three standard deviations of normal bone marrow plasma cells. Malignant plasma cells of patients in advanced stages or those harboring disease progression-associated gain of 1q21 or deletion of 13q14.3 showed significantly higher proliferation indices; patients with gain of chromosome 9, 15 or 19 (hyperdiploid samples) had significantly lower proliferation indices. Proliferation correlated with the presence of chromosomal aberrations in metaphase cytogenetics. It was significantly predictive for event-free and overall survival in both cohorts, allowed highly predictive risk stratification (e.g. event-free survival 12.7 versus 26.2 versus 40.6 months, P < 0.001) of patients, and was largely independent of clinical prognostic factors, e.g. serum β₂-microglobulin, International Staging System stage, associated high-risk chromosomal aberrations, e.g. translocation t(4;14), and gene expression-based high-risk scores.
conclusionsProliferation assessed by gene expression profiling, being independent of serum-β₂-microglobulin, International Staging System stage, t(4;14), and gene expression-based risk scores, is a central prognostic factor in multiple myeloma. Surrogating a biological targetable variable, gene expression-based assessment of proliferation allows selection of patients for risk-adapted anti-proliferative treatment on the background of conventional and gene expression-based risk factors.
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