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.
| Original language | English |
|---|---|
| Pages (from-to) | 491-503 |
| Number of pages | 13 |
| Journal | Nature Medicine |
| Volume | 27 |
| Issue number | 3 |
| DOIs | |
| State | Published - Mar 2021 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2021, The Author(s), under exclusive licence to Springer Nature America, Inc.
Funding
com. I. Amit is an Eden and Steven Romick Professorial Chair, supported by Merck KGaA, Darmstadt, Germany, the Chan Zuckerberg Initiative, the ISF Israel Precision Medicine Program (IPMP; 607/20, grant no. P128245), the HHMI International Scholar award, the European Research Council Consolidator Grant (ERC-COG; grant no. 724471, HemTree2.0), an SCA award of the Wolfson Foundation and Family Charitable Trust, the Thompson Family Foundation, an MRA Established Investigator Award (no. 509044), the Israel Science Foundation (703/15), the Ernest and Bonnie Beutler Research Program for Excellence in Genomic Medicine, the Helen and Martin Kimmel award for innovative investigation, the NeuroMac DFG/Transregional Collaborative Research Center Grant, an International Progressive MS Alliance/NMSS PA-1604 08459, Dan and Betty Kahn Foundation and an Adelis Foundation grant. Y.C. received an investigator-initiated research grant from Amgen for the present study (AMGEN IIS grant protocal KRD-OW-TA009; REF#20167107). S.-Y.W. is an EMBO long‐term fellow (ALTF 263‐2018) and received the NWO Rubicon award (019.181EN.038).
| Funders | Funder number |
|---|---|
| Dan and Betty Kahn Foundation | |
| Helen and Martin Kimmel award for innovative investigation | |
| IPMP | 607/20, P128245 |
| ISF Israel Precision Medicine Program | |
| NeuroMac DFG/Transregional | PA-1604 08459 |
| Wolfson Foundation and Family Charitable Trust | |
| Howard Hughes Medical Institute | |
| Achelis Foundation | |
| Amgen | 20167107, KRD-OW-TA009 |
| European Molecular Biology Organization | ALTF 263‐2018 |
| Melanoma Research Alliance | 509044 |
| Merck KGaA | |
| Chan Zuckerberg Initiative | |
| European Commission | 724471, HemTree2.0 |
| Israel Science Foundation | 703/15 |
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