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Giannakoulas A, Nikolaidis M, Amoutzias GD, Giannakoulas N. A comparative analysis of transcriptomics of newly diagnosed multiple myeloma: exploring drug repurposing. Front Oncol 2024; 14:1390105. [PMID: 38690165 PMCID: PMC11058662 DOI: 10.3389/fonc.2024.1390105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 04/01/2024] [Indexed: 05/02/2024] Open
Abstract
Multiple myeloma (MM) is an incurable malignant plasma cell disorder characterized by the infiltration of clonal plasma cells in the bone marrow compartment. Gene Expression Profiling (GEP) has emerged as a powerful investigation tool in modern myeloma research enabling the dissection of the molecular background of MM and allowing the identification of gene products that could potentially serve as targets for therapeutic intervention. In this study we investigated shared transcriptomic abnormalities across newly diagnosed multiple myeloma (NDMM) patient cohorts. In total, publicly available transcriptomic data of 7 studies from CD138+ cells from 281 NDMM patients and 44 healthy individuals were integrated and analyzed. Overall, we identified 28 genes that were consistently differentially expressed (DE) between NDMM patients and healthy donors (HD) across various studies. Of those, 9 genes were over/under-expressed in more than 75% of NDMM patients. In addition, we identified 4 genes (MT1F, PURPL, LINC01239 and LINC01480) that were not previously considered to participate in MM pathogenesis. Meanwhile, by mining three drug databases (ChEMBL, IUPHAR/BPS and DrugBank) we identified 31 FDA-approved and 144 experimental drugs that target 8 of these 28 over/under-expressed MM genes. Taken together, our study offers new insights in MM pathogenesis and importantly, it reveals potential new treatment options that need to be further investigated in future studies.
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Affiliation(s)
- Angelos Giannakoulas
- Department of Hematology, Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Marios Nikolaidis
- Bioinformatics Laboratory, Department of Biochemistry & Biotechnology, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Grigorios D. Amoutzias
- Bioinformatics Laboratory, Department of Biochemistry & Biotechnology, School of Health Sciences, University of Thessaly, Larissa, Greece
| | - Nikolaos Giannakoulas
- Department of Hematology, Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa, Greece
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2
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Ling W, Johnson SK, Mehdi SJ, Alapat DV, Bauer M, Zangari M, Schinke C, Thanendrarajan S, van Rhee F, Yaccoby S. EDNRA-Expressing Mesenchymal Cells Are Expanded in Myeloma Interstitial Bone Marrow and Associated with Disease Progression. Cancers (Basel) 2023; 15:4519. [PMID: 37760488 PMCID: PMC10526862 DOI: 10.3390/cancers15184519] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 08/30/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
Multiple myeloma (MM) induces dysfunctional bone marrow (BM) mesenchymal cells and neoangiogenesis. Pericytes and smooth muscle cells (SMCs) could detach from vessels and become cancer-associated fibroblasts. We found that the pericyte and SMC marker endothelin receptor type A (EDNRA) is overexpressed in whole MM bone biopsies; we sought to characterize its expression. EDNRA expression gradually increased with disease progression. High-risk MM patients had higher EDNRA expression than low-risk MM patients and EDNRA expression was highest in focal lesions. High EDNRA expression was associated with high expression of pericyte markers (e.g., RGS5, POSTN, and CD146) and the angiogenic marker FLT1. A single-cell analysis of unexpanded BM mesenchymal cells detected EDNRA expression in a subset of cells that coexpressed mesenchymal cell markers and had higher expression of proliferation genes. Immunohistochemistry revealed that the number of EDNRA+ cells in the interstitial BM increased as MM progressed; EDNRA+ cells were prevalent in areas near the MM focal growth. EDNRA+ cells were detached from CD34+ angiogenic cells and coexpressed RGS5 and periostin. Therefore, they likely originated from pericytes or SMCs. These findings identify a novel microenvironmental biomarker in MM and suggest that the presence of detached EDNRA+ cells indicates disrupted vasculature and increased angiogenesis.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Shmuel Yaccoby
- Myeloma Center, Department of Internal Medicine, Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock 72205, AR, USA; (W.L.); (S.K.J.); (S.J.M.); (D.V.A.); (M.B.); (M.Z.); (C.S.); (S.T.); (F.v.R.)
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3
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Lejeune M, Köse MC, Jassin M, Gou MJ, Herbet A, Duray E, Cobraiville G, Foguenne J, Boquet D, Gothot A, Beguin Y, Fillet M, Caers J. Integrative Analysis of Proteomics and Transcriptomics Reveals Endothelin Receptor B as Novel Single Target and Identifies New Combinatorial Targets for Multiple Myeloma. Hemasphere 2023; 7:e901. [PMID: 37359190 PMCID: PMC10289631 DOI: 10.1097/hs9.0000000000000901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 04/25/2023] [Indexed: 06/28/2023] Open
Abstract
Despite the recent introduction of next-generation immunotherapeutic agents, multiple myeloma (MM) remains incurable. New strategies targeting MM-specific antigens may result in a more effective therapy by preventing antigen escape, clonal evolution, and tumor resistance. In this work, we adapted an algorithm that integrates proteomic and transcriptomic results of myeloma cells to identify new antigens and possible antigen combinations. We performed cell surface proteomics on 6 myeloma cell lines based and combined these results with gene expression studies. Our algorithm identified 209 overexpressed surface proteins from which 23 proteins could be selected for combinatorial pairing. Flow cytometry analysis of 20 primary samples confirmed the expression of FCRL5, BCMA, and ICAM2 in all samples and IL6R, endothelin receptor B (ETB), and SLCO5A1 in >60% of myeloma cases. Analyzing possible combinations, we found 6 combinatorial pairs that can target myeloma cells and avoid toxicity on other organs. In addition, our studies identified ETB as a tumor-associated antigen that is overexpressed on myeloma cells. This antigen can be targeted with a new monoclonal antibody RB49 that recognizes an epitope located in a region that becomes highly accessible after activation of ETB by its ligand. In conclusion, our algorithm identified several candidate antigens that can be used for either single-antigen targeting approaches or for combinatorial targeting in new immunotherapeutic approaches in MM.
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Affiliation(s)
- Margaux Lejeune
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Murat Cem Köse
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Mégane Jassin
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Marie-Jia Gou
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège, Belgium
| | - Amaury Herbet
- Université Paris-Saclay, CEA, Département Médicaments et Technologies pour la Santé (DMTS), SPI, Gif-sur-Yvette, France
| | - Elodie Duray
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
| | - Gaël Cobraiville
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège, Belgium
| | - Jacques Foguenne
- Department of Hematobiology and Immunohematology, CHU de Liège, Belgium
| | - Didier Boquet
- Université Paris-Saclay, CEA, Département Médicaments et Technologies pour la Santé (DMTS), SPI, Gif-sur-Yvette, France
| | - André Gothot
- Department of Hematobiology and Immunohematology, CHU de Liège, Belgium
| | - Yves Beguin
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
- Department of Hematology, CHU de Liège, Belgium
| | - Marianne Fillet
- Laboratory for the Analysis of Medicines, Center for Interdisciplinary Research on Medicines (CIRM), University of Liège, Belgium
| | - Jo Caers
- Laboratory of Hematology, GIGA I3, University of Liège, Belgium
- Department of Hematology, CHU de Liège, Belgium
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Li S, Chen X, Chen J, Wu B, Liu J, Guo Y, Li M, Pu X. Multi-omics integration analysis of GPCRs in pan-cancer to uncover inter-omics relationships and potential driver genes. Comput Biol Med 2023; 161:106988. [PMID: 37201441 DOI: 10.1016/j.compbiomed.2023.106988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 03/30/2023] [Accepted: 04/27/2023] [Indexed: 05/20/2023]
Abstract
G protein-coupled receptors (GPCRs) are the largest drug target family. Unfortunately, applications of GPCRs in cancer therapy are scarce due to very limited knowledge regarding their correlations with cancers. Multi-omics data enables systematic investigations of GPCRs, yet their effective integration remains a challenge due to the complexity of the data. Here, we adopt two types of integration strategies, multi-staged and meta-dimensional approaches, to fully characterize somatic mutations, somatic copy number alterations (SCNAs), DNA methylations, and mRNA expressions of GPCRs in 33 cancers. Results from the multi-staged integration reveal that GPCR mutations cannot well predict expression dysregulation. The correlations between expressions and SCNAs are primarily positive, while correlations of the methylations with expressions and SCNAs are bimodal with negative correlations predominating. Based on these correlations, 32 and 144 potential cancer-related GPCRs driven by aberrant SCNA and methylation are identified, respectively. In addition, the meta-dimensional integration analysis is carried out by using deep learning models, which predict more than one hundred GPCRs as potential oncogenes. When comparing results between the two integration strategies, 165 cancer-related GPCRs are common in both, suggesting that they should be prioritized in future studies. However, 172 GPCRs emerge in only one, indicating that the two integration strategies should be considered concurrently to complement the information missed by the other such that obtain a more comprehensive understanding. Finally, correlation analysis further reveals that GPCRs, in particular for the class A and adhesion receptors, are generally immune-related. In a whole, the work is for the first time to reveal the associations between different omics layers and highlight the necessity of combing the two strategies in identifying cancer-related GPCRs.
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Affiliation(s)
- Shiqi Li
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Xin Chen
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Jianfang Chen
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Binjian Wu
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Jing Liu
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Yanzhi Guo
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Menglong Li
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
| | - Xuemei Pu
- College of Chemistry, Sichuan University, Chengdu, 610064, China.
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Wu Y, Shi X, Yao X, Du X. Biological research on the occurrence and development of multiple myeloma and its treatment. Immun Inflamm Dis 2023; 11:e850. [PMID: 37249283 PMCID: PMC10165958 DOI: 10.1002/iid3.850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/30/2023] [Accepted: 04/16/2023] [Indexed: 05/31/2023] Open
Abstract
INTRODUCTION To review the pathogenesis and treatment of multiple myeloma (MM). MM is a hematological malignancy with abnormal plasma cell proliferation in bone marrow. Due to the emergence of drug resistance, MM is still an incurable malignancy, which requires further exploration of pathogenesis and effective therapeutic targets. METHODS In this paper, the method of literature review is adopted to obtain the information about MM. Based on the literature, comprehensive and systematic review is made. RESULTS MM is a complex pathophysiological process with great heterogeneity, mainly reflected in genomic instability and bone marrow microenvironment. At present, the treatment of MM has made great progress, proteasome inhibitors and immunomodulatory drugs are widely used in clinic. Allogeneic stem cell transplantation may be the only promising cure for MM, and its high transplant-related mortality limits its clinical application. CONCLUSIONS The future of MM treatment lies in the development of more targeted therapies, novel immunotherapies, and a better understanding of the disease's molecular and genetic basis.
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Affiliation(s)
- Yue Wu
- Department of OrthopaedicsBeijing Chao‐Yang HospitalBeijingChina
| | - Xiangjun Shi
- Department of OrthopaedicsBeijing Chao‐Yang HospitalBeijingChina
| | - Xinchen Yao
- Department of OrthopaedicsBeijing Chao‐Yang HospitalBeijingChina
| | - Xinru Du
- Department of OrthopaedicsBeijing Chao‐Yang HospitalBeijingChina
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Maddipati V, Sankhyan P, Goswami DP, Mahajan A. Pulmonary hypertension in patients with multiple myeloma: A comprehensive review. Pulm Circ 2023; 13:e12210. [PMID: 37063748 PMCID: PMC10098295 DOI: 10.1002/pul2.12210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 02/02/2023] [Accepted: 03/08/2023] [Indexed: 04/18/2023] Open
Abstract
Multiple myeloma (MM) is a common hematological malignancy resulting from clonal proliferation of plasma cells and is defined by criteria set forth by the international myeloma working group. Pulmonary hypertension (PH) is defined by an elevated mean pulmonary artery pressure >20 mmHg measured during right heart catheterization. Echocardiography-diagnosed PH is relatively common in patients with MM and has been associated with increased mortality, morbidity, and poor stem cell transplant outcomes. PH in patients with MM (PH-MM) is usually multifactorial in origin. MM disease-specific factors, host comorbidities, and treatment-related adverse effects are the key factors for the development of PH-MM. Pragmatically, patients with PH-MM can be grouped into either (i) PH in patients with a new diagnosis of MM or (ii) PH that develops or worsens along the way of MM treatment. In the latter group, drug-induced PH, venous thromboembolism, pulmonary veno occlusive disease, and cardiotoxicity should be considered as possible causes. PH-MM should be evaluated and managed in a multidisciplinary setting. Select individuals with PH-MM could be considered for pulmonary vasodilators at PH-specialized centers.
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Affiliation(s)
- Veeranna Maddipati
- Division of Pulmonary and Critical Care Medicine, Pulmonary Vascular MedicineEast Carolina UniversityGreenvilleNorth CarolinaUSA
| | - Pratyaksha Sankhyan
- Division of Pulmonary and Critical Care MedicineEast Carolina UniversityGreenvilleNorth CarolinaUSA
| | - Durga P. Goswami
- Department of Internal MedicineEast Carolina UniversityGreenvilleNorth CarolinaUSA
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ERN1 knockdown modifies the impact of glucose and glutamine deprivations on the expression of EDN1 and its receptors in glioma cells. Endocr Regul 2021; 55:72-82. [PMID: 34020533 DOI: 10.2478/enr-2021-0009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Objective. The aim of the present investigation was to study the impact of glucose and gluta-mine deprivations on the expression of genes encoding EDN1 (endothelin-1), its cognate receptors (EDNRA and EDNRB), and ECE1 (endothelin converting enzyme 1) in U87 glioma cells in response to knockdown of ERN1 (endoplasmic reticulum to nucleus signaling 1), a major signaling pathway of endoplasmic reticulum stress, for evaluation of their possible implication in the control of glioma growth through ERN1 and nutrient limitations. Methods. The expression level of EDN1, its receptors and converting enzyme 1 in control U87 glioma cells and cells with knockdown of ERN1 treated by glucose or glutamine deprivation by quantitative polymerase chain reaction was studied. Results. We showed that the expression level of EDN1 and ECE1 genes was significantly up-regulated in control U87 glioma cells exposure under glucose deprivation condition in comparison with the glioma cells, growing in regular glucose containing medium. We also observed up-regulation of ECE1 gene expression in U87 glioma cells exposure under glutamine deprivation as well as down-regulation of the expression of EDN1 and EDNRA mRNA, being more significant for EDN1. Furthermore, the knockdown of ERN1 signaling enzyme function significantly modified the response of most studied gene expressions to glucose and glutamine deprivation conditions. Thus, the ERN1 knockdown led to a strong suppression of EDN1 gene expression under glucose deprivation, but did not change the effect of glutamine deprivation on its expression. At the same time, the knockdown of ERN1 signaling introduced the sensitivity of EDNRB gene to both glucose and glutamine deprivations as well as completely removed the impact of glucose deprivation on the expression of ECE1 gene. Conclusions. The results of this study demonstrated that the expression of endothelin-1, its receptors, and ECE1 genes is preferentially sensitive to glucose and glutamine deprivations in gene specific manner and that knockdown of ERN1 significantly modified the expression of EDN1, EDNRB, and ECE1 genes in U87 glioma cells. It is possible that the observed changes in the expression of studied genes under nutrient deprivation may contribute to the suppressive effect of ERN1 knockdown on glioma cell proliferation and invasiveness.
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Russignan A, Dal Collo G, Bagnato A, Tamassia N, Bugatti M, Belleri M, Lorenzi L, Borsi E, Bazzoni R, Gottardi M, Terragna C, Vermi W, Giacomini A, Presta M, Cassatella MA, Krampera M, Tecchio C. Targeting the Endothelin-1 Receptors Curtails Tumor Growth and Angiogenesis in Multiple Myeloma. Front Oncol 2021; 10:600025. [PMID: 33489901 PMCID: PMC7820698 DOI: 10.3389/fonc.2020.600025] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 11/16/2020] [Indexed: 12/17/2022] Open
Abstract
The endothelin-1 (ET-1) receptors were recently found to mediate pro-survival functions in multiple myeloma (MM) cells in response to autocrine ET-1. This study investigated the effectiveness of macitentan, a dual ET-1 receptor antagonist, in MM treatment, and the mechanisms underlying its activities. Macitentan affected significantly MM cell (RPMI-8226, U266, KMS-12-PE) survival and pro-angiogenic cytokine release by down-modulating ET-1-activated MAPK/ERK and HIF-1α pathways, respectively. HIF-1α silencing abrogated the ET-1 mediated induction of genes encoding for pro-angiogenic cytokines such as VEGF-A, IL-8, Adrenomedullin, and ET-1 itself. Upon exposure to macitentan, MM cells cultured in the presence of the hypoxia-mimetic agent CoCl2, exogenous ET-1, or CoCl2 plus ET-1, down-regulated HIF-1α and the transcription and release of downstream pro-angiogenic cytokines. Consistently, macitentan limited significantly the basal pro-angiogenic activity of RPMI-8226 cells in chorioallantoic membrane assay. In xenograft mouse models, established by injecting NOG mice either via intra-caudal vein with U266 or subcutaneously with RPMI-8226 cells, macitentan reduced effectively the number of MM cells infiltrating bone marrow, and the size and microvascular density of subcutaneous MM tumors. ET-1 receptors targeting by macitentan represents an effective anti-proliferative and anti-angiogenic therapeutic approach in preclinical settings of MM.
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Affiliation(s)
- Anna Russignan
- Section of Hematology and Bone-Marrow Transplant Unit, Department of Medicine, University of Verona, Verona, Italy
| | - Giada Dal Collo
- Section of Hematology and Bone-Marrow Transplant Unit, Department of Medicine, University of Verona, Verona, Italy
| | - Anna Bagnato
- Preclinical Models and New Therapeutic Agents Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Nicola Tamassia
- Section of General Pathology, Department of Medicine, University of Verona, Verona, Italy
| | - Mattia Bugatti
- Section of Pathology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Mirella Belleri
- Experimental Oncology and Immunology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Luisa Lorenzi
- Section of Pathology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Enrica Borsi
- Department of Experimental Diagnostic and Specialty Medicine (DIMES), "L. and A. Seràgnoli", Bologna University, Bologna, Italy
| | - Riccardo Bazzoni
- Section of Hematology and Bone-Marrow Transplant Unit, Department of Medicine, University of Verona, Verona, Italy
| | | | - Carolina Terragna
- Department of Experimental Diagnostic and Specialty Medicine (DIMES), "L. and A. Seràgnoli", Bologna University, Bologna, Italy
| | - William Vermi
- Section of Pathology, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Arianna Giacomini
- Experimental Oncology and Immunology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Marco Presta
- Experimental Oncology and Immunology Unit, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | | | - Mauro Krampera
- Section of Hematology and Bone-Marrow Transplant Unit, Department of Medicine, University of Verona, Verona, Italy
| | - Cristina Tecchio
- Section of Hematology and Bone-Marrow Transplant Unit, Department of Medicine, University of Verona, Verona, Italy
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Wang Y, Xu L, Liu Y, Hu Y, Shi Q, Jin L, Yang L, Wang P, Zhang K, Huang X, Ge Q, Lu J. Transcriptional heterogeneity of clonal plasma cells and immune evasion in immunoglobulin light chain amyloidosis. Int J Hematol 2020; 113:231-242. [PMID: 33040275 DOI: 10.1007/s12185-020-03016-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 09/16/2020] [Accepted: 09/28/2020] [Indexed: 01/01/2023]
Abstract
Immunoglobulin light chain amyloidosis (AL amyloidosis) is characterized by the presence of B cells producing amyloidogenic immunoglobulin light chains (LCs). The low frequency of aberrant B cells in AL is often masked by a polyclonal B cell background, making it difficult for treatment. We analyzed the single-cell RNA sequencing data from GEO database to compare the plasma cell (PCs) in four individuals with AL amyloidosis, one AL subject after treatment, and six healthy controls. High interindividual variability in AL-derived PCs in their expression pattern of known overexpressed genes in multiple myeloma and their usage of V regions in LCs was demonstrated. We also found overexpression of MHC class I molecules as one of the common features of clonal PCs in individuals with AL amyloidosis. Significantly reduced frequencies of circulating natural killer (NK) cells were also observed in a small cohort of AL patients when compared to healthy controls. These data demonstrate that aberrant PCs in AL has a highly diverse transcriptome, an upregulation of MHC, and a dampened capability of immunosurveillance by reduction of circulating NK frequencies. The analysis of clonal PCs at single cell level may provide a better approach for precise molecular profiling and diagnosis of AL amyloidosis.
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Affiliation(s)
- Yujia Wang
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing, China
| | - Lushuang Xu
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing, China
| | - Yang Liu
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Peking University People's Hospital and Institute of Hematology, Beijing, 100044, China
| | - Yuzhe Hu
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing, China
| | - Qiang Shi
- School of Life Sciences, Center for Bioinformatics, Peking University, Beijing, 100871, China
| | - Lixue Jin
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing, China
| | - Lijun Yang
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing, China
| | - Pingzhang Wang
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing, China
| | - Kunshan Zhang
- Translational Stem Cell Research Center, Tongji Hospital, Tongji University School of Medicine, Shanghai, 200065, China
| | - Xiaojun Huang
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Peking University People's Hospital and Institute of Hematology, Beijing, 100044, China
| | - Qing Ge
- Department of Immunology, School of Basic Medical Sciences, NHC Key Laboratory of Medical Immunology, Peking University, Beijing, China. .,Department of Integration of Chinese and Western Medicine, School of Basic Medical Sciences, Peking University, Beijing, 100191, China. .,Peking University Health Sciences Center, 38 Xue Yuan Road, Beijing, 100191, China.
| | - Jin Lu
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Peking University People's Hospital and Institute of Hematology, Beijing, 100044, China. .,Collaborative Innovation Center of Haematology, Soochow University, Suzhou, Jiangsu, China.
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Abstract
Discovered in 1987 as a potent endothelial cell-derived vasoconstrictor peptide, endothelin-1 (ET-1), the predominant member of the endothelin peptide family, is now recognized as a multifunctional peptide with cytokine-like activity contributing to almost all aspects of physiology and cell function. More than 30 000 scientific articles on endothelin were published over the past 3 decades, leading to the development and subsequent regulatory approval of a new class of therapeutics-the endothelin receptor antagonists (ERAs). This article reviews the history of the discovery of endothelin and its role in genetics, physiology, and disease. Here, we summarize the main clinical trials using ERAs and discuss the role of endothelin in cardiovascular diseases such as arterial hypertension, preecclampsia, coronary atherosclerosis, myocardial infarction in the absence of obstructive coronary artery disease (MINOCA) caused by spontaneous coronary artery dissection (SCAD), Takotsubo syndrome, and heart failure. We also discuss how endothelins contributes to diabetic kidney disease and focal segmental glomerulosclerosis, pulmonary arterial hypertension, as well as cancer, immune disorders, and allograft rejection (which all involve ETA autoantibodies), and neurological diseases. The application of ERAs, dual endothelin receptor/angiotensin receptor antagonists (DARAs), selective ETB agonists, novel biologics such as receptor-targeting antibodies, or immunization against ETA receptors holds the potential to slow the progression or even reverse chronic noncommunicable diseases. Future clinical studies will show whether targeting endothelin receptors can prevent or reduce disability from disease and improve clinical outcome, quality of life, and survival in patients.
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Affiliation(s)
- Matthias Barton
- From Molecular Internal Medicine, University of Zürich, Switzerland (M.B.)
- Andreas Grüntzig Foundation, Zürich, Switzerland (M.B.)
| | - Masashi Yanagisawa
- International Institute for Integrative Sleep Medicine (WPI-IIIS) and Life Science Center, Tsukuba Advanced Research Alliance, University of Tsukuba, Japan (M.Y.)
- Department of Molecular Genetics, University of Texas Southwestern Medical Center, Dallas, TX (M.Y.)
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11
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Hypoxic regulation of EDN1, EDNRA, EDNRB, and ECE1 gene expressions in ERN1 knockdown U87 glioma cells. Endocr Regul 2019; 53:250-262. [DOI: 10.2478/enr-2019-0025] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Abstract
Objective. The aim of the present investigation was to study the effect of hypoxia on the expression of genes encoding endothelin-1 (EDN1) and its cognate receptors (EDNRA and EDNRB) as well as endothelin converting enzyme 1 (ECE1) in U87 glioma cells in response to inhibition of endoplasmic reticulum stress signaling mediated by ERN1/IRE1 (endoplasmic reticulum to nucleus signaling 1) for evaluation of their possible significance in the control of glioma growth through ERN1 and hypoxia.
Methods. The expression level of EDN1, EDNRA, EDNRB, and ECE1 genes as well as micro-RNA miR-19, miR-96, and miR-206 was studied in control and ERN1 knockdown U87 glioma cells under hypoxia by quantitative polymerase chain reaction.
Results. It was shown that the expression level of EDN1, EDNRA, EDNRB, and ECE1 genes was up-regulated in ERN1 knockdown glioma cells in comparison with the control glioma cells, being more significant for endothelin-1. We also observed down-regulation of microRNA miR-206, miR-96, and miR-19a, which have specific binding sites in mRNA EDN1, EDNRA, and EDNRB, correspondingly, and can participate in posttranscriptional regulation of these mRNA expressions. Furthermore, inhibition of ERN1 endoribonuclease lead to up-regulation of EDNRA and ECE1 gene expressions and down-regulation of the expression level of EDN1 and EDNRB genes in glioma cells. Thus, the expression of EDNRA and ECE1 genes is regulated by ERN1 endoribonuclease, but EDN1 and EDNRB genes preferentially by ERN1 protein kinase. We have also shown that hypoxia enhanced the expression of EDN1, EDNRA, and ECE1 genes and that knockdown of ERN1 signaling enzyme function significantly modified the response of all studied gene expressions to hypoxia. Thus, effect of hypoxia on the expression level of EDN1 and ECE1 genes was significantly or completely reduced in ERN1 knockdown glioma cells since the expression of EDNRA gene was down-regulated under hypoxia. Moreover, hypoxia is induced the expression of EDNRB gene in ERN1 knockdown glioma cells.
Conclusions. Results of this investigation demonstrate that ERN1 knockdown significantly increased the expression of endothelin-1 and its receptors as well as ECE1 genes by different mechanisms and that all studied gene expressions were sensitive to hypoxia. It is possible that hypoxic regulation of the expression of these genes is a result of complex interaction of variable ERN1 related transcription and regulatory factors with HIF1A and possibly contributed to the control of glioma growth.
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Schäfer J, Weiss J, Theile D. Bosentan enhances in vitro
bortezomib's anti-proliferative potency against multiple myeloma by mechanisms going beyond endothelin receptor blockade. Br J Haematol 2019; 184:1052-1055. [DOI: 10.1111/bjh.15241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- Julia Schäfer
- Department of Clinical Pharmacology and Pharmacoepidemiology; University Hospital Heidelberg; Heidelberg Germany
| | - Johanna Weiss
- Department of Clinical Pharmacology and Pharmacoepidemiology; University Hospital Heidelberg; Heidelberg Germany
| | - Dirk Theile
- Department of Clinical Pharmacology and Pharmacoepidemiology; University Hospital Heidelberg; Heidelberg Germany
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Wang X, Song P, Huang C, Yuan N, Zhao X, Xu C. Weighted gene co‑expression network analysis for identifying hub genes in association with prognosis in Wilms tumor. Mol Med Rep 2019; 19:2041-2050. [PMID: 30664180 PMCID: PMC6390024 DOI: 10.3892/mmr.2019.9881] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 10/22/2018] [Indexed: 12/21/2022] Open
Abstract
Wilms tumor (WT) is the most common type of renal malignancy in children. Survival rates are low and high-risk WT generally still carries a poor prognosis. To better elucidate the pathogenesis and tumorigenic pathways of high-risk WT, the present study presents an integrated analysis of RNA expression profiles of high-risk WT to identify predictive molecular biomarkers, for the improvement of therapeutic decision-making. mRNA sequence data from high-risk WT and adjacent normal samples were downloaded from The Cancer Genome Atlas to screen for differentially expressed genes (DEGs) using R software. From 132 Wilms tumor samples and six normal samples, 2,089 downregulated and 941 upregulated DEGs were identified. In order to identify hub DEGs that regulate target genes, weighted gene co-expression network analysis (WGCNA) was used to identify 11 free-scale gene co-expressed clusters. The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were annotated using KEGG Orthology Based Annotation System annotation of different module genes. The Search Tool for the Retrieval of Interacting Genes was used to construct a protein-protein interaction network for the identified DEGs, and the hub genes of WGCNA modules were identified using the Cytohubb plugin with Cytoscape software. Survival analysis was subsequently performed to highlight hub genes with a clinical signature. The present results suggest that epidermal growth factor, cyclin dependent kinase 1, endothelin receptor type A, nerve growth factor receptor, opa-interacting protein 5, NDC80 kinetochore complex component and cell division cycle associated 8 are essential to high-risk WT pathogenesis, and they are closely associated with clinical prognosis.
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Affiliation(s)
- Xiaofu Wang
- Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450014, P.R. China
| | - Pan Song
- Department of Urology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450014, P.R. China
| | - Chuiguo Huang
- Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450014, P.R. China
| | - Naijun Yuan
- College of Traditional Chinese Medicine, Institute of Integrated Traditional Chinese and Western Medicine, Jinan University, Guangzhou, Guangdong 510632, P.R. China
| | - Xinghua Zhao
- Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450014, P.R. China
| | - Changbao Xu
- Department of Urology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450014, P.R. China
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Russignan A, Spina C, Tamassia N, Cassaro A, Rigo A, Bagnato A, Rosanò L, Bonalumi A, Gottardi M, Zanatta L, Giacomazzi A, Scupoli MT, Tinelli M, Salvadori U, Mosna F, Zamò A, Cassatella MA, Vinante F, Tecchio C. In reply to Schäfer et al: new evidence on the role of endothelin-1 axis as a potential therapeutic target in multiple myeloma. Br J Haematol 2018; 184:1052-1055. [PMID: 29726006 DOI: 10.1111/bjh.15240] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Anna Russignan
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Cecilia Spina
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Nicola Tamassia
- Section of General Pathology, Department of Medicine, Verona University, Verona, Italy
| | - Adriana Cassaro
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Antonella Rigo
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Anna Bagnato
- Preclinical Models and New Therapeutic Agents Unit, Regina Elena National Cancer Institute, Rome, Italy
| | - Laura Rosanò
- Preclinical Models and New Therapeutic Agents Unit, Regina Elena National Cancer Institute, Rome, Italy
| | - Angela Bonalumi
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | | | - Lucia Zanatta
- Pathology Unit, Ospedale Regionale Cà Foncello, Treviso, Italy
| | - Alice Giacomazzi
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Maria T Scupoli
- Inderdepartmental Laboratory for Medical Research (LURM), Department of Pathology and Diagnostics, Verona University, Verona, Italy
| | - Martina Tinelli
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Ugo Salvadori
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Federico Mosna
- Haematology, Ospedale Regionale Cà Foncello, Treviso, Italy
| | - Alberto Zamò
- Section of Pathology, Department of Pathology and Diagnostics, Verona University, Verona, Italy
| | - Marco A Cassatella
- Section of General Pathology, Department of Medicine, Verona University, Verona, Italy
| | - Fabrizio Vinante
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
| | - Cristina Tecchio
- Haematology and Bone-Marrow Transplant Unit, Department of Medicine, Verona University, Verona, Italy
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Zhang L, Huang Y, Yu Z, Shao M, Luo Y, Zhu Y. Identification of key genes and pathways and therapeutic agents in cadmium-treated liver cells: A bioinformatics study. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2017; 56:145-150. [PMID: 28934692 DOI: 10.1016/j.etap.2017.09.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Accepted: 09/14/2017] [Indexed: 06/07/2023]
Abstract
Evidence indicates that Cadmium (Cd) can accumulate in liver, which results in acute or chronic cell damage with unclear complex mechanisms. Thus, we aimed to explore the possible molecules and pathways by using bioinformatics methods Consequently, two datasets (GSE8865 and GSE31286) were retrieved and the differentially expressed genes (DEGs) were screened out. The intersection of the DEGs included seven up-regulated and forty-three down-regulated genes, which were mainly enriched in biological cell proliferation items, and were enriched in several metabolism-related pathways. Among the DEGs, several hub genes such as EGR1, FOSL1, ITGA2, EDN1, and IER3 were screened out through protein-protein interaction analysis. Interestingly, BW-B70C was predicted to be a potential agent for attenuating Cd-induced liver cell damage. The present study gave a novel insight into the mechanisms of Cd-induced liver cell damage or malignant transformation and identified several small agents that might be critical for Cd toxicity prevention and treatment.
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Affiliation(s)
- Liang Zhang
- College of Food Science and Nutritional Engineering, China Agriculture University, Beijing, China; Institute of Cancer, Xinqiao Hospital, Third Military Medical University, Chongqing, China
| | - Yi Huang
- Department of Internal Medicine, Affiliated Hospital of Guizhou Medical University, Guiyang, China
| | - Zhen Yu
- College of Food Science and Nutritional Engineering, China Agriculture University, Beijing, China
| | - Mengmeng Shao
- College of Food Science and Nutritional Engineering, China Agriculture University, Beijing, China
| | - Yunbo Luo
- College of Food Science and Nutritional Engineering, China Agriculture University, Beijing, China
| | - Yi Zhu
- College of Food Science and Nutritional Engineering, China Agriculture University, Beijing, China.
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Rosanò L, Cianfrocca R, Sestito R, Tocci P, Di Castro V, Bagnato A. Targeting endothelin-1 receptor/β-arrestin1 network for the treatment of ovarian cancer. Expert Opin Ther Targets 2017; 21:925-932. [DOI: 10.1080/14728222.2017.1361930] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Laura Rosanò
- Preclinical Models and New Therapeutic Agents Unit, Translational Research Functional Departmental Area, Regina Elena National Cancer Institute, Rome, Italy
| | - Roberta Cianfrocca
- Preclinical Models and New Therapeutic Agents Unit, Translational Research Functional Departmental Area, Regina Elena National Cancer Institute, Rome, Italy
| | - Rosanna Sestito
- Preclinical Models and New Therapeutic Agents Unit, Translational Research Functional Departmental Area, Regina Elena National Cancer Institute, Rome, Italy
| | - Piera Tocci
- Preclinical Models and New Therapeutic Agents Unit, Translational Research Functional Departmental Area, Regina Elena National Cancer Institute, Rome, Italy
| | - Valeriana Di Castro
- Preclinical Models and New Therapeutic Agents Unit, Translational Research Functional Departmental Area, Regina Elena National Cancer Institute, Rome, Italy
| | - Anna Bagnato
- Preclinical Models and New Therapeutic Agents Unit, Translational Research Functional Departmental Area, Regina Elena National Cancer Institute, Rome, Italy
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