Transcriptomic profiling of normal plasma cells and MM models using bulk RNA-Seq
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE153626 | GEO | 2020/07/02
REPOSITORIES: GEO
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Project description:NRAS Q61 mutations are prevalent in advanced/relapsed multiple myeloma (MM) and correlate with poor patient outcomes. Thus, we generated a novel MM model by conditionally activating expression of endogenous NrasQ61R and a MYC transgene in germinal center B cells (VQ mice). VQ mice developed a highly malignant MM characterized by high proliferation index, hyperactivation of ERK and AKT signaling, impaired hematopoiesis, widespread extramedullary disease, bone lesions, kidney abnormalities, preserved PD1 and TIGIT immune checkpoint pathways, and expression of human high-risk MM gene signatures. VQ MM mice recapitulate most of the biological and clinical features of human advanced/high-risk MM. These MM phenotypes are serially transplantable in syngeneic recipients. Two MM cell lines were also derived to facilitate future genetic manipulations. Combination therapies based on MEK inhibition significantly prolonged the survival of VQ mice with advanced stage MM. Our study provides a strong rationale to develop MEK inhibition-based therapies for treating advanced/relapsed MM.
2020-07-02 | GSE153627 | GEO
Project description:Aberrant RAS/MAPK signaling, a common driver of oncogenesis, can be therapeutically targeted with clinically approved MEK inhibitors. Single agent therapy ultimately results in tumor outgrowth in most settings and combination therapies are required to achieve significant clinical benefit in most advanced cancers. Here we focus on identifying MEK inhibitor-based combination therapies in RAS-mutant neuroblastoma. Mutations that activate the RAS/MAPK signaling pathway, while rare at diagnosis, are more frequent in relapsed neuroblastoma. More than 50% of children with high-risk neuroblastoma ultimately relapse and treatment options for relapsed neuroblastoma are limited so most children with relapsed disease do not survive. Here we use a genome-scale CRISPR-Cas9 functional genomic screen to identify genes that, when lost, sensitize RAS-mutant neuroblastoma to MEK inhibition. We discover that loss of either CCNC or CDK8, two members of the mediator kinase module, sensitizes neuroblastoma to MEK inhibition. Furthermore, we demonstrate that small molecule kinase inhibitors of CDK8 improve response to MEK inhibitors in vitro and in vivo in RAS-mutant neuroblastoma and other adult solid tumors, suggesting that the addition of CDK8 inhibitors could improve clinical outcome. Using transcriptional profiling, we unexpectedly find that loss of CDK8 or CCNC antagonizes the transcriptional signature induced by MEK inhibition. When combined, loss of CDK8 or CCNC prevents the compensatory upregulation of pro-growth gene expression induced by MEK inhibition. These findings propose a new therapeutic combination for RAS-mutant neuroblastoma and may have clinical relevance for other RAS-driven malignancies.
2023-02-22 | GSE190178 | GEO
Project description:Background: Extramedullary disease (EM) in multiple myeloma (MM) is defined by escape of malignant plasma cells out of the bone marrow. The mechanisms of extramedullary spread are not well understood. MicroRNAs (miRNA) were proven to be involved in the pathogenesis of MM; nevertheless, there is a lack of knowledge about their role in EM. Methods: Using NGS analysis, we identified ten differentially expressed miRNA in plasma cells of MM versus EM patients. We performed qPCR in validation phase, using TaqMan Advanced MiRNA Assays. Results: In this study, we identified 10 miRNAs differentially expressed between MM and EM patiens.
2022-12-14 | GSE129918 | GEO
Project description:Multiple myeloma (MM) is a cancer of malignant plasma cells in the bone marrow and extramedullary sites. We previously characterized a VQ model for human high-risk MM. Different VQ lines display distinct disease phenotypes and survivals, suggesting significant intra-model variation. Here, we use whole exome sequencing and copy number variation (CNV) analysis coupled with RNA-Seq to stratify VQ lines into corresponding clusters: Group A cells had monosomy chr5 and overexpressed genes and pathways associated with sensitivity to bortezomib (Btz) treatment in human MM patients. By contrast, Group B VQ cells carried recurrent amplification (Amp) of chromosome (chr) 3 and displayed high-risk MM features, including downregulation of Fam46c, upregulation of cancer growth pathways associated with functional high-risk MM, and expression of Amp1q and high-risk UMAS-70 and EMC-92 gene signatures. Consistently, in sharp contrast to Group A VQ cells that showed short-term response to Btz, Group B VQ cells were de novo resistant to Btz in vivo. Our study highlights Group B VQ lines as highly representative of the human MM subset with ultrahigh risk.
2023-04-04 | GSE226830 | GEO
Project description:Multiple myeloma (MM) is a cancer of malignant plasma cells in the bone marrow and extramedullary sites. We previously characterized a VQ model for human high-risk MM. Different VQ lines display distinct disease phenotypes and survivals, suggesting significant intra-model variation. Here, we use whole exome sequencing and copy number variation (CNV) analysis coupled with RNA-Seq to stratify VQ lines into corresponding clusters: Group A cells had monosomy chr5 and overexpressed genes and pathways associated with sensitivity to bortezomib (Btz) treatment in human MM patients. By contrast, Group B VQ cells carried recurrent amplification (Amp) of chromosome (chr) 3 and displayed high-risk MM features, including downregulation of Fam46c, upregulation of cancer growth pathways associated with functional high-risk MM, and expression of Amp1q and high-risk UMAS-70 and EMC-92 gene signatures. Consistently, in sharp contrast to Group A VQ cells that showed short-term response to Btz, Group B VQ cells were de novo resistant to Btz in vivo. Our study highlights Group B VQ lines as highly representative of the human MM subset with ultrahigh risk.
2023-04-04 | GSE226828 | GEO
Project description:Macrophage migration inhibitory factor (MIF) has been shown to promote disease progression in many malignancies, including multiple myeloma (MM). We previously reported that MIF regulates MM bone marrow homing and knockdown of MIF favors the extramedullary myeloma formation in mice. Here, based on MIF immunostaining of myeloma cells in paired intramedullary and extramedullary biopsies from 17 patients, we found lower MIF intensity in extramedullary MM (EMM) versus intramedullary MM (IMM). Flow cytometry and histology analysis in ARD cell line-derived xenograft models showed a portion of inoculated human MM cells lost their MIF expression (MIFLow) in vivo. Of note, IMM had dominantly MIFHigh cells, while EMM showed a significantly increased ratio of MIFLow cells. We harvested the extramedullary human MM cells from a mouse and generated single-cell transcriptomic data. The developmental trajectories of MM cells from the MIFHigh to MIFLow state were indicated. The MIFHigh cells featured higher proliferation. The MIFLow ones were more quiescent and harbored abundant ribosomal protein genes. Our findings identified in vivo differential regulation of MIF expression in MM and suggested a potential pathogenic role of MIF in the extramedullary spread of disease.
2021-07-20 | GSE175660 | GEO
Project description:A rare complication of multiple myeloma is a secondary extramedullary involvement, and the skin is one of the possible sites, due to the physiological homing of plasma cells (PCs) into the skin. The article reports a case of a relapsed refractory MM patient, who developed a cutaneous localization after 16 months from the diagnosis under Bortezomib treatment without a leukemic phase. Patient was refractory to Bortezomib. We analyzed the gene expression profiles, the immunophenotypic and immunohistochemistry profiles of MM cells across the course of the disease at the bone marrow and skin localization. Data obtained were further expanded by an immunohistochemistry analysis on selected molecules in a large cohort of MM patients with cutaneous localization. In particular we focused on the expression of chemokines and chemokine receptors involved in the PC skin homing. The mechanisms behind the extramedullary spread and the formation of localizations outside the BM are not completely understood. Several studies investigated the expression profile of myeloma cells in the extramedullary localization by immunohistochemistry without a prospective molecular and immunohistochemistry study across the progression of the disease and consequently the development of extramedullary localization. This case indicates that the skin homing of MM cells could be related to the high CCR10 expression of at the diagnosis and relapse and the loss of CXCR4 surface expression across the progression of the disease in the contest of Bortezomib resistance. This data was further confirmed in a larger series of patients. Moreover, high expression of CD44, together with the down-regulation of CD54 and the lack of expression of CD56 by MM cells in the BM relapse with the re-acquisition of both antigens during the cutaneous relapse may be the mechanism that drives the escape from BM of PCs and their localization into the skin. Our data have identified a possible mechanism that drives the escape from BM of myeloma cells and their localization into the skin.
2017-02-15 | GSE77653 | GEO
Project description:Targeted therapies have the potential to revolutionize cancer care by providing personalized treatment strategies that are less toxic and more effective but it is clear that for most solid tumors suppression of a single target is not sufficient to prevent development of resistance. A powerful method to identify mechanisms of resistance and targets for combination therapy is to use an in vivo genetic approach. We have developed a novel retroviral gene delivery mouse model of melanoma that permits control of gene expression post-delivery using the tetracycline (tet)-regulated system. In this study we used this melanoma model to select for resistant tumors following genetic inhibition of mutant NRAS. Analysis of tumors that became resistant to NRAS suppression revealed that the most common mechanism of resistance was overexpression of the Met receptor tyrosine kinase (RTK). Importantly, inhibition of Met overcomes NRAS resistance in this context. Analysis of NRAS mutant human melanoma cells revealed that inhibition of MEK is also associated with adaptive RTK signaling. Furthermore, co-inhibition of RTK signaling and MEK overcomes acquired MEK inhibitor resistance in NRAS mutant melanoma. These data suggest that combined inhibition of RTK and MEK signaling is a rational therapeutic strategy in mutant NRAS driven melanoma. Reversible NRAS Q61R expression in the melanocytes of DCT-TVA;Ink4a/Arf lox/lox mice (FVB/n) was achieved by transducing the animals with Tet-off and TRE-NRASQ61R-IRES-Cre avian leukosis viruses. After tumor initiation, the expression of NRAS Q61R was turned off by administrating doxycycline. Despite initial regression, tumors in 40% of mice developed resistance to NRAS Q61R withdraw. Seven resistant tumors and one control tumor where NRAS Q61R expression was not interrupted were subjected to genome-wide gene expression profiling.
2014-10-31 | E-GEOD-51906 | biostudies-arrayexpress
Project description:Chimeric antigen receptor T-cells (CAR-T) targeting B-cell-maturating-antigen (TNRFSF17, BCMA) show unprecedented overall response rates of up to 100% in heavily pretreated relapsed-refractory Multiple Myeloma (RRMM). However, the efficiency of the treatment is hindered by the rapid emergence of tumor-intrinsic mechanisms of resistance. We herein describe a patient with RRMM and extramedullary disease (EMD) who underwent Idecabtagene vicleucel BCMA CAR-T therapy. The patient rapidly achieved very good partial response including full resolution of EMD, but aggressively relapsed 5 months after CAR T cell infusion. Single cell RNA sequencing and immunohistochemistry on the re-emerging tumor cells demonstrated loss of target expression on mRNA and protein levels, and whole genome sequencing revealed the homozygous deletion of Chr 16p1313, including the BCMA locus. Clonal heterogeneity of BCMA could be observed in 32 RRMM patients from our institution. In three of them heterozygous deletion of BCMA could be confirmed, with none of them having underwent prior anti-BCMA therapy. Thus, our report not only provides first evidence of BCMA loss as the underlying mechanism of disease relapse following BCMA targeted immunotherapy in MM. It furthermore identifies a subset of patients at risk to develop biallelic BCMA inactivation thus linking genomic instability in MM to relapse from targeted immunotherapies.
2020-12-30 | GSE143317 | GEO
Project description:Multiple myeloma (MM) is a devastating plasma cell malignancy characterized by the expansion of aberrant monoclonal plasma cells in the bone marrow, leading to severe clinical manifestations and poor prognosis, particularly in relapsed/refractory cases. Identifying novel therapeutic targets is crucial to improve treatment outcomes in these patients. In this study, we investigated the role of protein arginine methyltransferase 1 (PRMT1) in MM pathogenesis and explored its potential as a therapeutic target. We observed that PRMT1, responsible for majority of asymmetric di-methylation in cells, exhibited the highest expression among PRMT family members in MM cell lines and primary MM cells. Importantly, PRMT1 expression was significantly elevated in relapsed/refractory patients compared to newly diagnosed patients. High expression of PRMT1 expression was strongly associated with poor prognosis. We found that genetic or enzymatic inhibition of PRMT1 impaired MM cell growth, induced cell cycle arrest, and triggered cell death. Treatment with MS023, a potent PRMT type I inhibitor, demonstrated a robust inhibitory effect on viability of primary cells isolated from both newly diagnosed and proteasome inhibitor-relapsed/refractory patients in a dose-dependent manner. In vivo studies using a xenograft model revealed that targeting PRMT1 by either CRISPR/Cas9-mediated knockout or MS023 treatment significantly attenuated MM tumor growth and prolonged the survival of tumor-bearing mice. Histological analysis further confirmed increased apoptotic cell death in MS023-treated tumors. Collectively, our findings establish PRMT1 as an indispensable and novel therapeutic vulnerability in MM. The elevated expression of PRMT1 in relapsed/refractory patients underscores its potential as a target for overcoming treatment resistance. Moreover, our results highlight the efficacy of MS023 as a promising therapeutic agent against MM, offering new avenues for therapeutic approaches in relapsed/refractory MM.
2023-06-16 | GSE234807 | GEO