ArticleJournal of clinical oncology : official journal of the American Society of Clinical Oncology2023
In Multiple Myeloma, High-Risk Secondary Genetic Events Observed at Relapse Are Present From Diagnosis in Tiny, Undetectable Subclonal Populations.
Article in Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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Who cites it
32 citing papers in PubMed, 43 citations in OpenAlex.
- Additional copies of 1q negatively impact the outcome of multiple myeloma patients and induce transcriptomic deregulation in malignant plasma cells.Blood cancer journal · 2024Trial
- Minor clone of del(17p) provides a reservoir for relapse in multiple myeloma.Haematologica · 2024Trial
- Automated Deauville Score computation from baseline [¹⁸F]FDG PET/CT predicts progression-free survival in multiple myeloma: a radiogenomic framework.European journal of nuclear medicine and molecular imaging · 2026Article
- The evolution to hepta-refractory myeloma involves sequential loss of CD38, BCMA and GPRC5D.Leukemia · 2026Article
- Genomically Smoldering Multiple Myeloma Is Not a Distinct Entity But a Collection of Monoclonal Gammopathy of Undetermined Significance or Multiple Myeloma.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2026Article
- Article
- From Germline Susceptibility to Therapeutic Vulnerability: DNA Damage Response Gene Mutations Driving Multiple Myeloma Evolution and Precision Therapy.Human mutation · 2026Review
- NGS-based targeted sequencing guides risk-adapted and molecularly targeted therapy decisions in multiple myeloma.British journal of haematology · 2025Article
- [Prognostic value of high-risk cytogenetic abnormalities inmultiple myeloma].Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi · 2025Article
- The past, present, and future of myeloma staging and risk prognostication.The oncologist · 2025Review
- Unique molecular assay (UMA): a next-generation sequencing targeted panel for efficient and comprehensive genomic profiling and risk stratification of multiple myeloma.Haematologica · 2025Article
- Temporal genomic dynamics shape clinical trajectory in multiple myeloma.Nature genetics · 2025Article
- Development of a Cytogenetic Double-Hit Model for Survival Prediction in Multiple Myeloma.Cancers · 2025Article
- Review
- Overview of 1q abnormalities in multiple myeloma: scientific opinions from Italian experts.Annals of hematology · 2025Review
- Review
- Article
- Identification of Therapy-Induced Clonal Evolution and Resistance Pathways in Minimal Residual Clones in Multiple Myeloma through Single-Cell Sequencing.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024Article
- The TGFβ type I receptor kinase inhibitor vactosertib in combination with pomalidomide in relapsed/refractory multiple myeloma: a phase 1b trial.Nature communications · 2024Article
- Fluorescence in situ hybridization reveals the evolutionary biology of minor clone of gain/amp(1q) in multiple myeloma.Leukemia · 2024Article
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Authors and funding
22 authors at 13 institutions in 2 countries.
Funding
Abstract
purposeMultiple myeloma (MM) is characterized by copy number abnormalities (CNAs), some of which influence patient outcomes and are sometimes observed only at relapse(s), suggesting their acquisition during tumor evolution. However, the presence of micro-subclones may be missed in bulk analyses. Here, we use single-cell genomics to determine how often these high-risk events are missed at diagnosis and selected at relapse. MATERIALS AND
methodsWe analyzed 81 patients with plasma cell dyscrasias using single-cell CNA sequencing. Sixty-six patients were selected at diagnosis, nine at first relapse, and six in presymptomatic stages. A total of 956 newly diagnosed patients with MM and patients with first relapse MM have been identified retrospectively with required cytogenetic data to evaluate enrichment of CNA risk events and survival impact.
resultsA total of 52,176 MM cells were analyzed. Seventy-four patients (91%) had 2-16 subclones. Among these patients, 28.7% had a subclone with high-risk features (del(17p), del(1p32), and 1q gain) at diagnosis. In a patient with a subclonal 1q gain at diagnosis, we analyzed the diagnosis, postinduction, and first relapse samples, which showed a rise of the high-risk 1q gain subclone (16%, 70%, and 92%, respectively). In our clinical database, we found that the 1q gain frequency increased from 30.2% at diagnosis to 43.6% at relapse (odds ratio, 1.78; 95% CI, 1.58 to 2.00). We subsequently performed survival analyses, which showed that the progression-free and overall survival curves were superimposable between patients who had the 1q gain from diagnosis and those who seemingly acquired it at relapse. This strongly suggests that many patients had 1q gains at diagnosis in microclones that were missed by bulk analyses.
conclusionThese data suggest that identifying these scarce aggressive cells may necessitate more aggressive treatment as early as diagnosis to prevent them from becoming the dominant clone.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.