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Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing

  • Yael C. Cohen
  • , Mor Zada
  • , Shuang Yin Wang
  • , Chamutal Bornstein
  • , Eyal David
  • , Adi Moshe
  • , Baoguo Li
  • , Shir Shlomi-Loubaton
  • , Moshe E. Gatt
  • , Chamutal Gur
  • , Noa Lavi
  • , Chezi Ganzel
  • , Efrat Luttwak
  • , Evgeni Chubar
  • , Ory Rouvio
  • , Iuliana Vaxman
  • , Oren Pasvolsky
  • , Mouna Ballan
  • , Tamar Tadmor
  • , Anatoly Nemets
  • Osnat Jarchowcky-Dolberg, Olga Shvetz, Meirav Laiba, Ofer Shpilberg, Najib Dally, Irit Avivi, Assaf Weiner, Ido Amit
  • Tel Aviv University
  • Tel Aviv Sourasky MC
  • Weizmann Institute of Science
  • Hadassah University Medical Centre
  • Rambam Health Care Campus Israel
  • Shaare Zedek Medical Center
  • Emek Medical Center
  • Soroka Medical Center
  • Rabin Medical Center Israel
  • Carmel Medical Center
  • Bnai-Zion Medical Center
  • Barzilai Medical Center
  • Meir Hospital Sapir Medical Center
  • Hebrew University of Jerusalem
  • Assuta Ashdod Hospital
  • Assuta Medical Center
  • Rebecca Sieff Government Hospital

Research output: Contribution to journalArticlepeer-review

205 Scopus citations

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 languageEnglish
Pages (from-to)491-503
Number of pages13
JournalNature Medicine
Volume27
Issue number3
DOIs
StatePublished - Mar 2021
Externally publishedYes

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).

FundersFunder number
Dan and Betty Kahn Foundation
Helen and Martin Kimmel award for innovative investigation
IPMP607/20, P128245
ISF Israel Precision Medicine Program
NeuroMac DFG/TransregionalPA-1604 08459
Wolfson Foundation and Family Charitable Trust
Howard Hughes Medical Institute
Achelis Foundation
Amgen20167107, KRD-OW-TA009
European Molecular Biology OrganizationALTF 263‐2018
Melanoma Research Alliance509044
Merck KGaA
Chan Zuckerberg Initiative
European Commission724471, HemTree2.0
Israel Science Foundation703/15

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