TY - JOUR
T1 - Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing
AU - Cohen, Yael C.
AU - Zada, Mor
AU - Wang, Shuang Yin
AU - Bornstein, Chamutal
AU - David, Eyal
AU - Moshe, Adi
AU - Li, Baoguo
AU - Shlomi-Loubaton, Shir
AU - Gatt, Moshe E.
AU - Gur, Chamutal
AU - Lavi, Noa
AU - Ganzel, Chezi
AU - Luttwak, Efrat
AU - Chubar, Evgeni
AU - Rouvio, Ory
AU - Vaxman, Iuliana
AU - Pasvolsky, Oren
AU - Ballan, Mouna
AU - Tadmor, Tamar
AU - Nemets, Anatoly
AU - Jarchowcky-Dolberg, Osnat
AU - Shvetz, Olga
AU - Laiba, Meirav
AU - Shpilberg, Ofer
AU - Dally, Najib
AU - Avivi, Irit
AU - Weiner, Assaf
AU - Amit, Ido
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer Nature America, Inc.
PY - 2021/3
Y1 - 2021/3
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85101276518&partnerID=8YFLogxK
U2 - 10.1038/s41591-021-01232-w
DO - 10.1038/s41591-021-01232-w
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C2 - 33619369
AN - SCOPUS:85101276518
SN - 1078-8956
VL - 27
SP - 491
EP - 503
JO - Nature Medicine
JF - Nature Medicine
IS - 3
ER -