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Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells
Multiple myeloma (MM) is an incurable plasma cell malignancy with dose-limiting toxicities and inter-individual variation in response/resistance to the standard-of-care/primary drugs, proteasome inhibitors (PIs), and immunomodulatory derivatives (IMiDs). Although newer therapeutic options are potent...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130773/ https://www.ncbi.nlm.nih.gov/pubmed/35646666 http://dx.doi.org/10.3389/fonc.2022.842200 |
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author | Kumar, Harish Mazumder, Suman Sharma, Neeraj Chakravarti, Sayak Long, Mark D. Meurice, Nathalie Petit, Joachim Liu, Song Chesi, Marta Sanyal, Sabyasachi Stewart, A. Keith Kumar, Shaji Bergsagel, Leif Rajkumar, S. Vincent Baughn, Linda B. Van Ness, Brian G. Mitra, Amit Kumar |
author_facet | Kumar, Harish Mazumder, Suman Sharma, Neeraj Chakravarti, Sayak Long, Mark D. Meurice, Nathalie Petit, Joachim Liu, Song Chesi, Marta Sanyal, Sabyasachi Stewart, A. Keith Kumar, Shaji Bergsagel, Leif Rajkumar, S. Vincent Baughn, Linda B. Van Ness, Brian G. Mitra, Amit Kumar |
author_sort | Kumar, Harish |
collection | PubMed |
description | Multiple myeloma (MM) is an incurable plasma cell malignancy with dose-limiting toxicities and inter-individual variation in response/resistance to the standard-of-care/primary drugs, proteasome inhibitors (PIs), and immunomodulatory derivatives (IMiDs). Although newer therapeutic options are potentially highly efficacious, their costs outweigh the effectiveness. Previously, we have established that clofazimine (CLF) activates peroxisome proliferator-activated receptor-γ, synergizes with primary therapies, and targets cancer stem-like cells (CSCs) in drug-resistant chronic myeloid leukemia (CML) patients. In this study, we used a panel of human myeloma cell lines as in vitro model systems representing drug-sensitive, innate/refractory, and clonally-derived acquired/relapsed PI- and cereblon (CRBN)-negative IMiD-resistant myeloma and bone marrow-derived CD138+ primary myeloma cells obtained from patients as ex vivo models to demonstrate that CLF shows significant cytotoxicity against drug-resistant myeloma as single-agent and in combination with PIs and IMiDs. Next, using genome-wide transcriptome analysis (RNA-sequencing), single-cell proteomics (CyTOF; Cytometry by time-of-flight), and ingenuity pathway analysis (IPA), we identified novel pathways associated with CLF efficacy, including induction of ER stress, autophagy, mitochondrial dysfunction, oxidative phosphorylation, enhancement of downstream cascade of p65-NFkB-IRF4-Myc downregulation, and ROS-dependent apoptotic cell death in myeloma. Further, we also showed that CLF is effective in killing rare refractory subclones like side populations that have been referred to as myeloma stem-like cells. Since CLF is an FDA-approved drug and also on WHO’s list of safe and effective essential medicines, it has strong potential to be rapidly re-purposed as a safe and cost-effective anti-myeloma drug. |
format | Online Article Text |
id | pubmed-9130773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91307732022-05-26 Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells Kumar, Harish Mazumder, Suman Sharma, Neeraj Chakravarti, Sayak Long, Mark D. Meurice, Nathalie Petit, Joachim Liu, Song Chesi, Marta Sanyal, Sabyasachi Stewart, A. Keith Kumar, Shaji Bergsagel, Leif Rajkumar, S. Vincent Baughn, Linda B. Van Ness, Brian G. Mitra, Amit Kumar Front Oncol Oncology Multiple myeloma (MM) is an incurable plasma cell malignancy with dose-limiting toxicities and inter-individual variation in response/resistance to the standard-of-care/primary drugs, proteasome inhibitors (PIs), and immunomodulatory derivatives (IMiDs). Although newer therapeutic options are potentially highly efficacious, their costs outweigh the effectiveness. Previously, we have established that clofazimine (CLF) activates peroxisome proliferator-activated receptor-γ, synergizes with primary therapies, and targets cancer stem-like cells (CSCs) in drug-resistant chronic myeloid leukemia (CML) patients. In this study, we used a panel of human myeloma cell lines as in vitro model systems representing drug-sensitive, innate/refractory, and clonally-derived acquired/relapsed PI- and cereblon (CRBN)-negative IMiD-resistant myeloma and bone marrow-derived CD138+ primary myeloma cells obtained from patients as ex vivo models to demonstrate that CLF shows significant cytotoxicity against drug-resistant myeloma as single-agent and in combination with PIs and IMiDs. Next, using genome-wide transcriptome analysis (RNA-sequencing), single-cell proteomics (CyTOF; Cytometry by time-of-flight), and ingenuity pathway analysis (IPA), we identified novel pathways associated with CLF efficacy, including induction of ER stress, autophagy, mitochondrial dysfunction, oxidative phosphorylation, enhancement of downstream cascade of p65-NFkB-IRF4-Myc downregulation, and ROS-dependent apoptotic cell death in myeloma. Further, we also showed that CLF is effective in killing rare refractory subclones like side populations that have been referred to as myeloma stem-like cells. Since CLF is an FDA-approved drug and also on WHO’s list of safe and effective essential medicines, it has strong potential to be rapidly re-purposed as a safe and cost-effective anti-myeloma drug. Frontiers Media S.A. 2022-05-11 /pmc/articles/PMC9130773/ /pubmed/35646666 http://dx.doi.org/10.3389/fonc.2022.842200 Text en Copyright © 2022 Kumar, Mazumder, Sharma, Chakravarti, Long, Meurice, Petit, Liu, Chesi, Sanyal, Stewart, Kumar, Bergsagel, Rajkumar, Baughn, Van Ness and Mitra https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Kumar, Harish Mazumder, Suman Sharma, Neeraj Chakravarti, Sayak Long, Mark D. Meurice, Nathalie Petit, Joachim Liu, Song Chesi, Marta Sanyal, Sabyasachi Stewart, A. Keith Kumar, Shaji Bergsagel, Leif Rajkumar, S. Vincent Baughn, Linda B. Van Ness, Brian G. Mitra, Amit Kumar Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells |
title | Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells |
title_full | Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells |
title_fullStr | Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells |
title_full_unstemmed | Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells |
title_short | Single-Cell Proteomics and Tumor RNAseq Identify Novel Pathways Associated With Clofazimine Sensitivity in PI- and IMiD- Resistant Myeloma, and Putative Stem-Like Cells |
title_sort | single-cell proteomics and tumor rnaseq identify novel pathways associated with clofazimine sensitivity in pi- and imid- resistant myeloma, and putative stem-like cells |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130773/ https://www.ncbi.nlm.nih.gov/pubmed/35646666 http://dx.doi.org/10.3389/fonc.2022.842200 |
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