ArticleJournal of clinical oncology : official journal of the American Society of Clinical Oncology2026
Genomics Define Malignant Transformation in Myeloma Precursor Conditions.
Article in Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
18 citing papers in PubMed.
- Daratumumab in high-risk MGUS and low-risk smoldering myeloma: results of the Phase II D-PRISM study.Nature communications · 2026Trial
- Integrated Genomic and Epigenomic Analysis Reveals Epigenetic Plasticity in Disease Progression and Multidrug Resistance in Multiple Myeloma.Cancer research · 2026Article
- Dynamic risk stratification in smoldering multiple myeloma: Integrating evolving biomarkers with the 2/20/20 Model.HemaSphere · 2026Article
- Effects of immunosuppressive and biological drugs in patients with asymptomatic monoclonal gammopathies (MGUS or smoldering myeloma) and concomitant autoimmune disorders: Results from the real-life MUSA study.British journal of haematology · 2026Article
- Article
- Determinants of Long-Term Benefit From High Dose Melphalan With Autologous Stem Cell Transplant in AL Amyloidosis.American journal of hematology · 2026Article
- Gene expression-based dissemination score predicts early spread and poor outcomes in multiple myeloma.Leukemia · 2026Article
- CAR T cells take on precancers.Nature medicine · 2026Article
- A multicenter study of progression risk and outcomes in solitary bone plasmacytoma with and without marrow involvement.Blood advances · 2026Article
- Single-cell dissection of plasma cell clonal evolution to smoldering multiple myeloma after CD19 CAR-T cell therapy in B-cell acute lymphoblastic leukemia.Haematologica · 2026Article
- Defining the biological boundaries of daratumumab monotherapy: long-term insights from the CENTAURUS trial in high-risk smoldering multiple myeloma.Translational cancer research · 2026Article
- Coevolution of NK and Tumor Cell States Along Multiple Myeloma Progression from Precursor Conditions.International journal of molecular sciences · 2026Article
- Whole-genome sequencing of cell-free DNA for assessment of minimal residual disease in high-risk smoldering multiple myeloma.HemaSphere · 2026Article
- Review
- Reframing-renaming(?)-myelodysplastic syndromes/neoplasms and clonal hematopoiesis of indeterminate potential.Leukemia · 2026Review
- Why We Do Not Recommend That People With High-Risk Smoldering Myeloma Receive Treatment.American journal of hematology · 2026Article
- Multi-omics profiling and AI-driven clinically deployable risk models in MGUS and smoldering myeloma.Clinical and experimental medicine · 2025Review
- Three-Dimensional Organization of Telomeres: An Emerging Prognostic Biomarker in Multiple Myeloma.Cells · 2025Review
Corrections and comments
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Authors and funding
44 authors.
Funding
Abstract
Multiple myeloma (MM) is consistently preceded by monoclonal gammopathy of undetermined significance (MGUS) and smoldering multiple myeloma (SMM). While these precursor conditions are asymptomatic, they are not entirely benign and carry a lifelong risk of progression to MM. Unlike other cancers defined by pathology, malignant transformation from MGUS or SMM to MM has so far relied on demonstration of clinical end-organ damage as morphology and cytogenetics cannot reliably distinguish them. In this study, using genomic data from 374 patients with MGUS or SMM (277 training, 97 validation), to our knowledge, we demonstrate for the first time the ability to identify malignant transformation in MGUS and SMM. We introduce the concept of genomic MM and genomic MGUS to differentiate the subsets of MGUS and SMM that are biologically malignant with genomic features indistinguishable from MM from the subset that is premalignant and unlikely to progress to malignancy. Importantly, we find that most SMM has biological features of malignant transformation indistinguishable from MM. As expected, this subset that we consider having genomic MM is associated with a high risk of progression to MM although some patients remained progression-free beyond 5 years. Conversely, 60% of MGUS and 10% of SMM have no evidence of malignant transformation (genomic MGUS), with no progression during follow-up. Integration of genomic features with the 2/20/20 International Myeloma Working Group model significantly improved the prediction of progression among genomic MM. These findings support the use of genomic criteria to refine the classification and the risk stratification in myeloma precursor conditions.
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Registered trials
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