ArticleBlood advances2020
Integrative analysis of the genomic and transcriptomic landscape of double-refractory multiple myeloma.
Article in Blood advances, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers.
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The trial behind it
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Who cites it
56 citing papers in PubMed, 81 citations in OpenAlex.
- The prognostic value of additional copies of 1q21 in multiple myeloma depends on the primary genetic event.American journal of hematology · 2020Trial
- Article
- Prognostic Significance of +1q Alterations in Relapsed/Refractory Multiple Myeloma Treated With Daratumumab-, Elotuzumab-, and Carfilzomib-Based Triplet Regimens: A Multicenter Real-World Analysis of 635 Patients.European journal of haematology · 2025Article
- Article
- Efficacy and Safety of Isatuximab, Carfilzomib, and Dexamethasone (IsaKd) in Multiple Myeloma Patients at the First Relapse After Autologous Stem Cell Transplantation and Lenalidomide Maintenance: Results from the Multicenter, Real-Life AENEID Study.Pharmaceuticals (Basel, Switzerland) · 2025Article
- Single-Cell RNA Sequencing before and after Light Chain Escape Reveals Intrapatient Multiple Myeloma Subpopulations with Divergent Osteolytic Gene Expression.Cancer research communications · 2025Article
- Inference of genomic lesions from single-cell RNA-seq in myeloma improves functional intraclonal and interclonal analysis.Blood advances · 2024Article
- Multiple mechanisms contribute to acquired TRAIL resistance in multiple myeloma.Cancer cell international · 2024Article
- Genomic and immune determinants of resistance to daratumumab-based therapy in relapsed refractory multiple myeloma.Blood cancer journal · 2024Article
- Identification of lipid metabolism-related gene signature in the bone marrow microenvironment of multiple myelomas through deep analysis of transcriptomic data.Clinical and experimental medicine · 2024Article
- Aberrant non-canonical NF-κB signalling reprograms the epigenome landscape to drive oncogenic transcriptomes in multiple myeloma.Nature communications · 2024Article
- Whole-exome sequencing is feasible on a fresh-frozen skin sample of intravascular large B cell lymphoma.Clinical and experimental medicine · 2024Article
- Multi-dimensional scaling techniques unveiled gain1q&loss13q co-occurrence in Multiple Myeloma patients with specific genomic, transcriptional and adverse clinical features.Nature communications · 2024Article
- Recent Advances in The Definition of the Molecular Alterations Occurring in Multiple Myeloma.Mediterranean journal of hematology and infectious diseases · 2024Review
- The Genetic and Molecular Drivers of Multiple Myeloma: Current Insights, Clinical Implications, and the Path Forward.Pharmacogenomics and personalized medicine · 2024Review
- scRNA-Seq and Bulk-Seq Analysis Identifies S100A9 Plasma Cells as a Potentially Effective Immunotherapeutic Agent for Multiple Myeloma.Journal of inflammation research · 2024Article
- Review
- IMiD-Free Interval and IMiDs Sequence: Which Strategy Is Better Suited for Lenalidomide-Refractory Myeloma?Life (Basel, Switzerland) · 2023Review
- Resolving therapy resistance mechanisms in multiple myeloma by multiomics subclone analysis.Blood · 2023Article
- Pathological and genomic features of myeloproliferative neoplasms associated with splanchnic vein thrombosis in a single-center cohort.Annals of hematology · 2023Review
Corrections and comments
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Authors and funding
20 authors at 5 institutions in 3 countries.
Funding
Abstract
In multiple myeloma, novel treatments with proteasome inhibitors (PIs) and immunomodulatory agents (IMiDs) have prolonged survival but the disease remains incurable. At relapse, next-generation sequencing has shown occasional mutations of drug targets but has failed to identify unifying features that underlie chemotherapy resistance. We studied 42 patients refractory to both PIs and IMiDs. Whole-exome sequencing was performed in 40 patients, and RNA sequencing (RNA-seq) was performed in 27. We found more mutations than were reported at diagnosis and more subclonal mutations, which implies ongoing evolution of the genome of myeloma cells during treatment. The mutational landscape was different from that described in published studies on samples taken at diagnosis. The TP53 pathway was the most frequently inactivated (in 45% of patients). Conversely, point mutations of genes associated with resistance to IMiDs were rare and were always subclonal. Refractory patients were uniquely characterized by having a mutational signature linked to exposure to alkylating agents, whose role in chemotherapy resistance and disease progression remains to be elucidated. RNA-seq analysis showed that treatment or mutations had no influence on clustering, which was instead influenced by karyotypic events. We describe a cluster with both amp(1q) and del(13) characterized by CCND2 upregulation and also overexpression of MCL1, which represents a novel target for experimental treatments. Overall, high-risk features were found in 65% of patients. However, only amp(1q) predicted survival. Gene mutations of IMiD and PI targets are not a preferred mode of drug resistance in myeloma. Chemotherapy resistance of the bulk tumor population is likely attained through differential, yet converging evolution of subclones that are overall variable from patient to patient and within the same patient.
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Registered trials
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.