Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing
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, multi...
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Veröffentlicht in: | Nature medicine 2021-03, Vol.27 (3), p.491-503 |
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creator | Cohen, Yael C. Zada, Mor Wang, Shuang-Yin Bornstein, Chamutal David, Eyal Moshe, Adi Li, Baoguo Shlomi-Loubaton, Shir Gatt, Moshe E. Gur, Chamutal Lavi, Noa Ganzel, Chezi Luttwak, Efrat Chubar, Evgeni Rouvio, Ory Vaxman, Iuliana Pasvolsky, Oren Ballan, Mouna Tadmor, Tamar Nemets, Anatoly Jarchowcky-Dolberg, Osnat Shvetz, Olga Laiba, Meirav Shpilberg, Ofer Dally, Najib Avivi, Irit Weiner, Assaf Amit, Ido |
description | 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.
Integration of longitudinal single-cell analysis of relapsed and refractory multiple myeloma patients in a prospective clinical trial uncovers new pathways of drug resistance and identifies potential actionable targets. |
doi_str_mv | 10.1038/s41591-021-01232-w |
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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.
Integration of longitudinal single-cell analysis of relapsed and refractory multiple myeloma patients in a prospective clinical trial uncovers new pathways of drug resistance and identifies potential actionable targets.</description><identifier>ISSN: 1078-8956</identifier><identifier>EISSN: 1546-170X</identifier><identifier>DOI: 10.1038/s41591-021-01232-w</identifier><identifier>PMID: 33619369</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>631/250 ; 631/67 ; Adult ; Aged ; Aged, 80 and over ; Antibodies, Monoclonal - administration & dosage ; Antineoplastic Combined Chemotherapy Protocols - therapeutic use ; Biomedical and Life Sciences ; Biomedicine ; Bortezomib ; Cancer ; Cancer Research ; Case-Control Studies ; Cell proliferation ; Clinical trials ; CRISPR ; Dexamethasone ; Dexamethasone - administration & dosage ; Drug resistance ; Drug Resistance, Neoplasm ; Drug therapy ; Female ; Folding ; Gene sequencing ; Health services ; Heterogeneity ; Humans ; Hypoxia ; Infectious Diseases ; Lenalidomide - administration & dosage ; Male ; Metabolic Diseases ; Middle Aged ; Mitochondria ; Molecular dynamics ; Molecular Medicine ; Multiple myeloma ; Multiple Myeloma - drug therapy ; Multiple Myeloma - pathology ; Neoplasm Recurrence, Local ; Neurosciences ; Oligopeptides - administration & dosage ; Oncology, Experimental ; Patient outcomes ; Patients ; Peptidylprolyl isomerase ; Plasma cells ; Proteasome inhibitors ; Protein folding ; Proteins ; Relapse ; Safety ; Single-Cell Analysis - methods ; Survival ; Target recognition ; Therapeutic applications ; Therapeutic targets ; Treatment Outcome ; Tumor cells ; Tumors</subject><ispartof>Nature medicine, 2021-03, Vol.27 (3), p.491-503</ispartof><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2021</rights><rights>COPYRIGHT 2021 Nature Publishing Group</rights><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2021.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c744t-1fad7a4a89a969f4d05dc19b6b2730221c763cc9b05f02448ce8b8cd600a7c5b3</citedby><cites>FETCH-LOGICAL-c744t-1fad7a4a89a969f4d05dc19b6b2730221c763cc9b05f02448ce8b8cd600a7c5b3</cites><orcidid>0000-0002-9061-7287 ; 0000-0001-9683-4103 ; 0000-0002-1722-4807 ; 0000-0003-2968-877X ; 0000-0003-0212-2135 ; 0000-0002-8390-064X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/s41591-021-01232-w$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/s41591-021-01232-w$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33619369$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cohen, Yael C.</creatorcontrib><creatorcontrib>Zada, Mor</creatorcontrib><creatorcontrib>Wang, Shuang-Yin</creatorcontrib><creatorcontrib>Bornstein, Chamutal</creatorcontrib><creatorcontrib>David, Eyal</creatorcontrib><creatorcontrib>Moshe, Adi</creatorcontrib><creatorcontrib>Li, Baoguo</creatorcontrib><creatorcontrib>Shlomi-Loubaton, Shir</creatorcontrib><creatorcontrib>Gatt, Moshe E.</creatorcontrib><creatorcontrib>Gur, Chamutal</creatorcontrib><creatorcontrib>Lavi, Noa</creatorcontrib><creatorcontrib>Ganzel, Chezi</creatorcontrib><creatorcontrib>Luttwak, Efrat</creatorcontrib><creatorcontrib>Chubar, Evgeni</creatorcontrib><creatorcontrib>Rouvio, Ory</creatorcontrib><creatorcontrib>Vaxman, Iuliana</creatorcontrib><creatorcontrib>Pasvolsky, Oren</creatorcontrib><creatorcontrib>Ballan, Mouna</creatorcontrib><creatorcontrib>Tadmor, Tamar</creatorcontrib><creatorcontrib>Nemets, Anatoly</creatorcontrib><creatorcontrib>Jarchowcky-Dolberg, Osnat</creatorcontrib><creatorcontrib>Shvetz, Olga</creatorcontrib><creatorcontrib>Laiba, Meirav</creatorcontrib><creatorcontrib>Shpilberg, Ofer</creatorcontrib><creatorcontrib>Dally, Najib</creatorcontrib><creatorcontrib>Avivi, Irit</creatorcontrib><creatorcontrib>Weiner, Assaf</creatorcontrib><creatorcontrib>Amit, Ido</creatorcontrib><title>Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing</title><title>Nature medicine</title><addtitle>Nat Med</addtitle><addtitle>Nat Med</addtitle><description>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.
Integration of longitudinal single-cell analysis of relapsed and refractory multiple myeloma patients in a prospective clinical trial uncovers new pathways of drug resistance and identifies potential actionable targets.</description><subject>631/250</subject><subject>631/67</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Antibodies, Monoclonal - administration & dosage</subject><subject>Antineoplastic Combined Chemotherapy Protocols - therapeutic use</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Bortezomib</subject><subject>Cancer</subject><subject>Cancer Research</subject><subject>Case-Control Studies</subject><subject>Cell proliferation</subject><subject>Clinical trials</subject><subject>CRISPR</subject><subject>Dexamethasone</subject><subject>Dexamethasone - administration & dosage</subject><subject>Drug resistance</subject><subject>Drug Resistance, Neoplasm</subject><subject>Drug therapy</subject><subject>Female</subject><subject>Folding</subject><subject>Gene sequencing</subject><subject>Health services</subject><subject>Heterogeneity</subject><subject>Humans</subject><subject>Hypoxia</subject><subject>Infectious Diseases</subject><subject>Lenalidomide - administration & dosage</subject><subject>Male</subject><subject>Metabolic Diseases</subject><subject>Middle Aged</subject><subject>Mitochondria</subject><subject>Molecular dynamics</subject><subject>Molecular Medicine</subject><subject>Multiple myeloma</subject><subject>Multiple Myeloma - drug therapy</subject><subject>Multiple Myeloma - pathology</subject><subject>Neoplasm Recurrence, Local</subject><subject>Neurosciences</subject><subject>Oligopeptides - administration & dosage</subject><subject>Oncology, Experimental</subject><subject>Patient outcomes</subject><subject>Patients</subject><subject>Peptidylprolyl isomerase</subject><subject>Plasma cells</subject><subject>Proteasome inhibitors</subject><subject>Protein folding</subject><subject>Proteins</subject><subject>Relapse</subject><subject>Safety</subject><subject>Single-Cell Analysis - methods</subject><subject>Survival</subject><subject>Target recognition</subject><subject>Therapeutic applications</subject><subject>Therapeutic targets</subject><subject>Treatment Outcome</subject><subject>Tumor 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Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Science Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nature medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cohen, Yael C.</au><au>Zada, Mor</au><au>Wang, Shuang-Yin</au><au>Bornstein, Chamutal</au><au>David, Eyal</au><au>Moshe, Adi</au><au>Li, Baoguo</au><au>Shlomi-Loubaton, Shir</au><au>Gatt, Moshe E.</au><au>Gur, Chamutal</au><au>Lavi, Noa</au><au>Ganzel, Chezi</au><au>Luttwak, Efrat</au><au>Chubar, Evgeni</au><au>Rouvio, Ory</au><au>Vaxman, Iuliana</au><au>Pasvolsky, Oren</au><au>Ballan, Mouna</au><au>Tadmor, Tamar</au><au>Nemets, Anatoly</au><au>Jarchowcky-Dolberg, Osnat</au><au>Shvetz, Olga</au><au>Laiba, Meirav</au><au>Shpilberg, Ofer</au><au>Dally, Najib</au><au>Avivi, Irit</au><au>Weiner, Assaf</au><au>Amit, Ido</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing</atitle><jtitle>Nature medicine</jtitle><stitle>Nat Med</stitle><addtitle>Nat Med</addtitle><date>2021-03-01</date><risdate>2021</risdate><volume>27</volume><issue>3</issue><spage>491</spage><epage>503</epage><pages>491-503</pages><issn>1078-8956</issn><eissn>1546-170X</eissn><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.
Integration of longitudinal single-cell analysis of relapsed and refractory multiple myeloma patients in a prospective clinical trial uncovers new pathways of drug resistance and identifies potential actionable targets.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>33619369</pmid><doi>10.1038/s41591-021-01232-w</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-9061-7287</orcidid><orcidid>https://orcid.org/0000-0001-9683-4103</orcidid><orcidid>https://orcid.org/0000-0002-1722-4807</orcidid><orcidid>https://orcid.org/0000-0003-2968-877X</orcidid><orcidid>https://orcid.org/0000-0003-0212-2135</orcidid><orcidid>https://orcid.org/0000-0002-8390-064X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1078-8956 |
ispartof | Nature medicine, 2021-03, Vol.27 (3), p.491-503 |
issn | 1078-8956 1546-170X |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7612793 |
source | MEDLINE; Nature Journals Online; SpringerLink Journals - AutoHoldings |
subjects | 631/250 631/67 Adult Aged Aged, 80 and over Antibodies, Monoclonal - administration & dosage Antineoplastic Combined Chemotherapy Protocols - therapeutic use Biomedical and Life Sciences Biomedicine Bortezomib Cancer Cancer Research Case-Control Studies Cell proliferation Clinical trials CRISPR Dexamethasone Dexamethasone - administration & dosage Drug resistance Drug Resistance, Neoplasm Drug therapy Female Folding Gene sequencing Health services Heterogeneity Humans Hypoxia Infectious Diseases Lenalidomide - administration & dosage Male Metabolic Diseases Middle Aged Mitochondria Molecular dynamics Molecular Medicine Multiple myeloma Multiple Myeloma - drug therapy Multiple Myeloma - pathology Neoplasm Recurrence, Local Neurosciences Oligopeptides - administration & dosage Oncology, Experimental Patient outcomes Patients Peptidylprolyl isomerase Plasma cells Proteasome inhibitors Protein folding Proteins Relapse Safety Single-Cell Analysis - methods Survival Target recognition Therapeutic applications Therapeutic targets Treatment Outcome Tumor cells Tumors |
title | Identification of resistance pathways and therapeutic targets in relapsed multiple myeloma patients through single-cell sequencing |
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