ArticleNature medicine2021
Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing.
Article in Nature medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04065789 (Safety, Tolerability, and Efficacy of Once Weekly Carfilzomib in Combination With Daratumumab, Lenalidomide and Dexamethasone, in Transplant-ineligible Multiple Myeloma Patients Non-responsive to a Bortezomib Based Induction), which is not on this map. Cited by 165 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.
Safety, Tolerability, and Efficacy of Once Weekly Carfilzomib in Combination With Daratumumab, Lenalidomide and Dexamethasone, in Transplant-ineligible Multiple Myeloma Patients Non-responsive to a Bortezomib Based Induction
Who cites it
165 citing papers in PubMed.
- Minor clone of del(17p) provides a reservoir for relapse in multiple myeloma.Haematologica · 2024Trial
- A single-cell atlas of multiple myeloma defines malignant archetypes and proliferative states.Nature genetics · 2026Article
- Data-centric feedback loops for next-generation immunotherapy development.Nature biomedical engineering · 2026Review
- Decoding immunotherapy resistance in multiple myeloma: genetic insights and approaches to counter resistance.Science China. Life sciences · 2026Review
- Potential of RAD51C as a hub gene and therapeutic target in bladder cancer: insights from bioinformatics and experimental analysis.International journal of surgery (London, England) · 2026Article
- Stromal and endothelial transcriptional changes during progression from MGUS to myeloma and after treatment response.Nature communications · 2026Article
- Review
- Molecular features of response and resistance to glofitamab, a T-cell engager for treatment of large B-cell lymphoma.Blood advances · 2026Article
- Article
- sc-rDSeq: a robust and cost-effective full-length total RNA sequencing method for single cells reveals multilayered heterogeneity in drug-resistant lung cancer cells.Nucleic acids research · 2026Article
- Emerging roles of RNA mInternational journal of oncology · 2026Review
- Genomic profiling enables personalized strategies to overcome drug resistance in multiple myeloma.Discover oncology · 2026Review
- Single-cell profiling reveals MIF-mediated immune evasion and CD8 + T cell exhaustion in relapsed multiple myeloma.Clinical and experimental medicine · 2026Article
- A Single-Cell Perspective on Remapping Human Adult Neurogenesis and Its Clinical Implications.Biomolecules · 2026Review
- New Approaches for Measurable Residual Disease Assessment in Multiple Myeloma: Integrating NGS, Mass Spectrometry, and Next-Generation Flow Cytometry to Monitor Treatment Response.Current hematologic malignancy reports · 2026Review
- scCT-DB, an omnibus for cancer patient-derived paired pre- and post-treatment single-cell transcriptomes to reveal drug perturbation and drug resistance mechanisms.Nucleic acids research · 2026Article
- Leveraging Single-Cell Technologies to Advance Understanding of Myocardial Disease.Circulation research · 2026Review
- Single-cell dissection of hepatocellular carcinoma immunity: from heterogeneous subtypes to precision therapeutics.Frontiers in immunology · 2026Review
- Drug-tolerant persister cells: the deadly survivors in hematological malignancies.Frontiers in pharmacology · 2026Review
- CypA Mediates Non-Small Cell Lung Cancer Chemoresistance by Attenuating Ferroptosis via Stabilizing SLC7A11.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
105 more citing papers are in PubMed but not listed here.
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28 authors.
Funding
Abstract
Multiple myeloma (MM) is a neoplastic plasma-cell disorder characterized by clonal proliferation of malignant plasma cells. Despite extensive research, disease heterogeneity within and between treatment-resistant patients is poorly characterized. In the present study, we conduct a prospective, multicenter, single-arm clinical trial (NCT04065789), combined with longitudinal single-cell RNA-sequencing (scRNA-seq) to study the molecular dynamics of MM resistance mechanisms. Newly diagnosed MM patients (41), who either failed to respond or experienced early relapse after a bortezomib-containing induction regimen, were enrolled to evaluate the safety and efficacy of a daratumumab, carfilzomib, lenalidomide and dexamethasone combination. The primary clinical endpoint was safety and tolerability. Secondary endpoints included overall response rate, progression-free survival and overall survival. Treatment was safe and well tolerated; deep and durable responses were achieved. In prespecified exploratory analyses, comparison of 41 primary refractory and early relapsed patients, with 11 healthy subjects and 15 newly diagnosed MM patients, revealed new MM molecular pathways of resistance, including hypoxia tolerance, protein folding and mitochondria respiration, which generalized to larger clinical cohorts (CoMMpass). We found peptidylprolyl isomerase A (PPIA), a central enzyme in the protein-folding response pathway, as a potential new target for resistant MM. CRISPR-Cas9 deletion of PPIA or inhibition of PPIA with a small molecule inhibitor (ciclosporin) significantly sensitizes MM tumor cells to proteasome inhibitors. Together, our study defines a roadmap for integrating scRNA-seq in clinical trials, identifies a signature of highly resistant MM patients and discovers PPIA as a potent therapeutic target for these tumors.
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