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Zhao Z, Tarce M, Georgopoulou M, Zong C, Van Holm W, Attanasio C, Pedano MS, de Llano-Pérula MC. Periodontal Ligament Reactions to Orthodontic Force: A Transcriptomic Study on Maxillary and Mandibular Human Premolars. J Periodontal Res 2024. [PMID: 39385439 DOI: 10.1111/jre.13352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 09/20/2024] [Accepted: 09/22/2024] [Indexed: 10/12/2024]
Abstract
AIMS Orthodontic force (OF) induces a variety of reactions in the periodontal ligament (PDL) that could potentially account for individual variability regarding orthodontic tooth movement (OTM). This study investigates the transcriptomic profile of human PDL tissue subjected to OF in vivo for 7 and 28 days, additionally comparing the differences between maxillary and mandibular PDL. METHODS Healthy patients requiring orthodontic premolar extractions were randomly assigned to one of three groups: control (CG) where no OF was applied, 7 days and 28 days, where premolars were extracted either 7 or 28 days after the application of a 50-100 g OF. Total RNA was extracted from the PDL tissue and analyzed via RNA-seq. Differentially expressed genes (DEGs) were identified using a false discovery rate and fold change threshold of < 0.05 and ≥ 1.5 respectively. Functional and Protein-Protein Interaction analysis were performed. RESULTS After 7 days of OF, the reaction of PDL to OF is characterized by cell responses to stress, increased bone resorption, inflammation and immune response, and decreased bone formation. In contrast, after 28 days, bone regeneration is more prominent, and processes of bone homeostasis, immune response, and cell migration are present. The response of maxillary and mandibular PDL was different. Bone resorption was observed in the maxilla at 7 and 28 days, while in the mandible expression of cell proliferation and transcriptional activity were predominant after 28 days of OF. CONCLUSIONS The early reaction of the PDL to OF corresponds with increased bone resorption and decreased bone formation. After 28 days, bone formation became more prominent. The maxillary and mandibular PDL present asynchronous responses during OTM. These findings enhance our comprehension of the mechanisms underlying the origin-specific responses of PDL to different lengths of OF, which is potentially relevant in the development of personalized therapeutic strategies.
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Affiliation(s)
- Zuodong Zhao
- Department of Oral Health Sciences-Orthodontics, KU Leuven and Dentistry, University Hospitals Leuven, Leuven, Belgium
| | - Mihai Tarce
- Department of Oral Health Sciences-Periodontology & Oral Microbiology, KU Leuven and Dentistry, University Hospitals Leuven, Leuven, Belgium
- Division of Periodontology and Implant Dentistry, Faculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China
| | - Maria Georgopoulou
- Laboratory for Neurobiology, Department of Neurosciences, KU Leuven, Leuven Brain Institute (LBI), Leuven, Belgium
- Center for Brain and Disease Research, Vlaams Instituut voor Biotechnologie (VIB), Leuven, Belgium
| | - Chen Zong
- Department of Oral Health Sciences-Orthodontics, KU Leuven and Dentistry, University Hospitals Leuven, Leuven, Belgium
| | - Wannes Van Holm
- Department of Oral Health Sciences-Periodontology & Oral Microbiology, KU Leuven and Dentistry, University Hospitals Leuven, Leuven, Belgium
| | - Catia Attanasio
- Laboratory of Gene Regulation and Disease, Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Mariano Simón Pedano
- Department of Oral Health Sciences-Endodontics and BIOMAT, KU Leuven and Dentistry, University Hospitals Leuven, Leuven, Belgium
| | - Maria Cadenas de Llano-Pérula
- Department of Oral Health Sciences-Orthodontics, KU Leuven and Dentistry, University Hospitals Leuven, Leuven, Belgium
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Tang BF, Yan RC, Wang SW, Zeng ZC, Du SS. Maternal embryonic leucine zipper kinase in tumor cell and tumor microenvironment: Emerging player and promising therapeutic opportunities. Cancer Lett 2023; 560:216126. [PMID: 36933780 DOI: 10.1016/j.canlet.2023.216126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 03/02/2023] [Accepted: 03/11/2023] [Indexed: 03/18/2023]
Abstract
Maternal embryonic leucine zipper kinase (MELK) is a member of the AMPK (AMP-activated protein kinase) protein family, which is widely and highly expressed in multiple cancer types. Through direct and indirect interactions with other proteins, it mediates various cascades of signal transduction processes and plays an important role in regulating tumor cell survival, growth, invasion and migration and other biological functions. Interestingly, MELK also plays an important role in the regulation of the tumor microenvironment, which can not only predict the responsiveness of immunotherapy, but also affect the function of immune cells to regulate tumor progression. In addition, more and more small molecule inhibitors have been developed for the target of MELK, which exert important anti-tumor effects and have achieved excellent results in a number of clinical trials. In this review, we outline the structural features, molecular biological functions, potential regulatory mechanisms and important roles of MELK in tumors and tumor microenvironment, as well as substances targeting MELK. Although many molecular mechanisms of MELK in the process of tumor regulation are still unknown, it is worth affirming that MELK is a potential tumor molecular therapeutic target, and its unique superiority and important role provide clues and confidence for subsequent basic research and scientific transformation.
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Affiliation(s)
- Bu-Fu Tang
- Department of Radiation Oncology, Fudan University Zhongshan Hospital, Fenglin Road 188, 200030, Shanghai, China
| | - Ruo-Chen Yan
- School of Medicine, Zhejiang University, Hangzhou, China
| | - Si-Wei Wang
- Department of Radiation Oncology, Fudan University Zhongshan Hospital, Fenglin Road 188, 200030, Shanghai, China
| | - Zhao-Chong Zeng
- Department of Radiation Oncology, Fudan University Zhongshan Hospital, Fenglin Road 188, 200030, Shanghai, China
| | - Shi-Suo Du
- Department of Radiation Oncology, Fudan University Zhongshan Hospital, Fenglin Road 188, 200030, Shanghai, China.
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siRNA-Mediated MELK Knockdown Induces Accelerated Wound Healing with Increased Collagen Deposition. Int J Mol Sci 2023; 24:ijms24021326. [PMID: 36674843 PMCID: PMC9861445 DOI: 10.3390/ijms24021326] [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: 12/09/2022] [Revised: 12/22/2022] [Accepted: 01/06/2023] [Indexed: 01/12/2023] Open
Abstract
Skin wounds remain a significant problem for the healthcare system, affecting the clinical outcome, patients' quality of life, and financial costs. Reduced wound healing times would improve clinical, economic, and social aspects for both patients and the healthcare system. Skin wound healing has been studied for years, but effective therapy that leads to accelerated wound healing remains to be discovered. This study aimed to evaluate the potential of MELK silencing to accelerate wound healing. A vectorless, transient knockdown of the MELK gene using siRNA was performed in a murine skin wound model. The wound size, total collagen, type 3 collagen, vessel size, vessel number, cell proliferation, cell apoptosis, number of mast cells, and immune infiltration by CD45, CD11b, CD45, and CD8a cells were evaluated. We observed that treatment with MELK siRNA leads to significantly faster wound closing associated with increased collagen deposition.
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Targeting Ferroptosis in Colorectal Cancer. Metabolites 2022; 12:metabo12080745. [PMID: 36005616 PMCID: PMC9414109 DOI: 10.3390/metabo12080745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 08/09/2022] [Accepted: 08/10/2022] [Indexed: 12/24/2022] Open
Abstract
Ferroptosis is a unique way of regulating cell death (RCD), which is quite different from other programmed cell deaths such as autophagy. It presents iron overload, accumulation of reactive oxygen species (ROS), and lipid peroxidation. A ferroptotic cell usually has an intact cell structure as well as shrinking mitochondria with decreased or vanishing cristae, concentrated membrane density, and ruptured outer membrane. Recently, increasing investigations have discovered that tumor cells have a much greater iron demand than the normal ones, making them more sensitive to ferroptosis. In other words, ferroptosis may inhibit the progress of the tumor, which can be used in the therapy of tumor patients, especially for those with chemotherapy resistance. Therefore, ferroptosis has become one hot spot in the field of tumor research in recent years. Colorectal cancer (CRC) is one common type of gastrointestinal malignancy. The incidence of CRC appears to have an upward trend year by year since the enhancement of living standards. Although surgery and chemoradiotherapy have largely improved the prognosis of patients with CRC, some patients still appear to have severe adverse reactions and drug resistance. Moreover, much research has verified that ferroptosis has a necessary association with the occurrence and progression of gastrointestinal tumors. In this review, we provide a comprehensive evaluation of the main mechanisms of iron metabolism, lipid metabolism, and amino acid metabolism involved in the occurrence of ferroptosis, as well as the research progress of ferroptosis in CRC.
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Zhang XR, Ouyang YC, Meng TG, Zhang HY, Yue W, Yan FZ, Xue Y, Schatten H, Wang ZB, Sun QY. OTSSP167 leads to follicular dysplasia and negatively affects oocyte quality in mice. Toxicology 2022; 476:153243. [PMID: 35760214 DOI: 10.1016/j.tox.2022.153243] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 06/11/2022] [Accepted: 06/23/2022] [Indexed: 11/16/2022]
Abstract
OTSSP167 is an anti-tumor drug significantly inhibiting tumor growth in xenotransplantation studies using mouse breast, lung, prostate, and pancreatic cancer cell lines. Its phase I clinical trial has been completed, indicating its great potential for future treatment of solid tumors. However, its drug-related adverse effects on reproductive systems have not yet been reported. In this study, we evaluated the effects of OTSSP167 on reproduction of female mice by determining oocyte quality and follicular development. We selected four-week-old female ICR mice for a 21-day intraperitoneal injection of OTSSP167 at a dose of 5mg/kg/d. We found that OTSSP167 could block the meiotic process of oocytes, leading to a decrease in oocyte maturation and ovulated oocyte numbers, as well as a decrease in the quality of oocytes. The results showed that OTSSP167 treatment caused disordered spindle assembly, decreased mitochondria membrane potential, and increased accumulation of reactive oxygen species in oocytes. Further investigation showed that OTSSP167 induced DNA double-strand breaks, as indicated by increased levels of γH2AX in oocytes of primordial follicles and granulosa cells of growing follicles, which induced follicular atresia and decreased the numbers of follicles at various growing stages. Our study suggests that OTSSP167 treatment may have serious effects on the ovary and consequences for female cancer patients, providing strong evidence for the necessity of protecting female fertility in clinical OTSSP167 trials.
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Affiliation(s)
- Xin-Ran Zhang
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China; College of Life Science, University of Chinese Academy of Science, 100101, Beijing
| | - Ying-Chun Ouyang
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Tie-Gang Meng
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Hong-Yong Zhang
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Wei Yue
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China; College of Life Science, University of Chinese Academy of Science, 100101, Beijing
| | - Feng-Ze Yan
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China; College of Life Science, University of Chinese Academy of Science, 100101, Beijing
| | - Yue Xue
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China
| | - Heide Schatten
- Department of Veterinary Pathobiology, University of Missouri, Columbia, MO, 65211, USA
| | - Zhen-Bo Wang
- State Key Laboratory of Stem Cell and Reproductive Biology, Institute of Zoology, Chinese Academy of Sciences, 100101, Beijing, China; College of Life Science, University of Chinese Academy of Science, 100101, Beijing
| | - Qing-Yuan Sun
- Fertility Preservation Lab, Guangdong-Hong Kong Metabolism & Reproduction Joint Laboratory, Reproductive Medicine Center, Guangdong Second Provincial General Hospital, Guangzhou, 510317, China.
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Wang L, Pu W, Wang C, Lei L, Li H. Microtubule affinity regulating kinase 4 promoted activation of the NLRP3 inflammasome-mediated pyroptosis in periodontitis. J Oral Microbiol 2022; 14:2015130. [PMID: 34992737 PMCID: PMC8725745 DOI: 10.1080/20002297.2021.2015130] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Background Microtubule dynamics plays a crucial role in the spatial arrangement of cell organelles and activation of the NLRP3 inflammasome. Purpose This study aimed to explore whether microtubule affinity regulating kinase 4 (MARK4) can be a therapeutic target of periodontitis by affecting microtubule dynamics and NLRP3 inflammasome-mediated pyroptosis in macrophages. Materials and Methods The NLRP3 inflammasome-related genes and MARK4 were measured in the healthy and inflamed human gingival tissues. Bone marrow-derived macrophages (BMDMs) were infected with Porphyromonas gingivalis, while the MARK4 inhibitors (OTSSP167 and Compound 50) and small interference RNA were utilized to restrain MARK4. Apoptosis-associated speck-like protein (ASC) speck was detected by confocal, and levels of interleukin-1β (IL-1β), as well as IL-18, were assessed by ELISA. Results Increased staining and transcription of MARK4, NLRP3, ASC, and Caspase-1 were observed in the inflamed gingiva. P. gingivalis infection promoted MARK4 expression and the NLRP3 inflammasome in BMDMs. Inhibition of MARK4 decreased LDH release, IL-1β and IL-18 production, ASC speck formation, and the pyroptosis-related genes transcription. Furthermore, MARK4 inhibition reduced microtubule polymerization and acetylation in P. gingivalis-infected BMDMs. Conclusions MARK4 promoted NLRP3 inflammasome activation and pyroptosis in P. gingivalis-infected BMDMs by affecting microtubule dynamics. MARK4 inhibition might be a potential target in regulating the NLRP3 inflammasome during periodontitis progress.
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Affiliation(s)
- Lulu Wang
- Nanjing Stomatological Hospital, Medical School of Nanjing University, Nanjing, China.,Central Laboratory of Stomatology, Nanjing Stomatological Hospital, Medical School of Nanjing University, Nanjing, China
| | - Wenchen Pu
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China.,Laboratory of Molecular Oncology, Frontiers Science Center for Disease-related Molecular Network, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Chun Wang
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China
| | - Lang Lei
- Nanjing Stomatological Hospital, Medical School of Nanjing University, Nanjing, China
| | - Houxuan Li
- Nanjing Stomatological Hospital, Medical School of Nanjing University, Nanjing, China
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Tang B, Zhu J, Fang S, Wang Y, Vinothkumar R, Li M, Weng Q, Zheng L, Yang Y, Qiu R, Xu M, Zhao Z, Ji J. Pharmacological inhibition of MELK restricts ferroptosis and the inflammatory response in colitis and colitis-propelled carcinogenesis. Free Radic Biol Med 2021; 172:312-329. [PMID: 34144192 DOI: 10.1016/j.freeradbiomed.2021.06.012] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 06/12/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Inflammatory bowel disease (IBD), including ulcerative colitis (UC) and Crohn's disease (CD), is a group of chronic recurrent and incurable gastrointestinal diseases with an unknown etiology that leads to a high risk of developing colitis-associated colorectal cancer (CRC). OBJECTIVES In this study, we measured the expression characteristics of MELK in IBD and CRC tissues and explored the regulatory effect of OTSSP167 (a MELK-selective inhibitor) on the mice models of colitis and colitis-associated carcinogenesis and analyzed the specific molecular mechanisms. METHODS DSS-induced colitis and colitis-associated carcinogenesis (CAC) model were treated with MELK inhibitor OTSSP167 then the fight against effect of OTSSP167 in the clinical symptoms of colitis and CAC was measured. In addition, underlying mechanism of OTSSP167 treatment in vitro and vivo including anti-ferroptosis and anti-inflammatory response effect was further explored. RESULTS We found that pharmacological inhibition of MELK was indicated to significantly alleviate the inflammatory response in mice with colitis, reduce intestinal damage, and effectively inhibit the occurrence and progression of colitis-propelled carcinogenesis, which was closely related to the regulation of gut microbial composition, and OTSSP167-mediated fecal microbiota transplantation effectively alleviated DSS-induced colitis. In addition, OTSSP167 treatment obviously inhibited ferroptosis in the intestinal tissue and suppressed macrophage infiltration and M1 polarization, which reduced the secretion of pro-inflammatory factors. Further exploration of the molecular mechanism revealed that OTSSP167 inhibited AKT/IKK/P65 and ERK/IKK/P65 signaling cascades both in vivo and in vitro, which may help alleviate intestinal inflammation and control the occurrence of cancer. CONCLUSION Our findings lay a theoretical foundation for the use of OTSSP167 as a treatment for IBD and its inhibition of the occurrence of colitis-associated carcinogenesis; additionally, MELK may be a potentially effective target molecule, thus providing more options for clinical treatment.
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Affiliation(s)
- Bufu Tang
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310016, China
| | - Jinyu Zhu
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Shiji Fang
- Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China
| | - Yajie Wang
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China
| | - Rajamanickam Vinothkumar
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China
| | - Mengyao Li
- School of Basic Medical Sciences, Zhejiang University, Hangzhou, 310016, China
| | - Qiaoyou Weng
- Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China
| | - Liyun Zheng
- Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China
| | - Yang Yang
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China
| | - Rongfang Qiu
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China
| | - Min Xu
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China
| | - Zhongwei Zhao
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China.
| | - Jiansong Ji
- Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital, School of Medicine, Zhejiang University, Lishui, 323000, China; Department of Radiology, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui, 323000, China.
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Wei X, Su Y, Li Q, Zheng Z, Hou P. Analysis of crucial genes, pathways and construction of the molecular regulatory networks in vascular smooth muscle cell calcification. Exp Ther Med 2021; 21:589. [PMID: 33850561 PMCID: PMC8027762 DOI: 10.3892/etm.2021.10021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 02/11/2021] [Indexed: 12/13/2022] Open
Abstract
Vascular calcification (VC) accompanies the trans-differentiation of vascular smooth muscle cells (VSMCs) into osteo/chondrocyte-like cells and resembles physiological bone mineralization. However, the molecular mechanisms underlying VC initiation and progression have remained largely elusive. The aim of the present study was to identify the genes and pathways common to VSMC and osteoblast calcification and construct a regulatory network of non-coding RNAs and transcription factors (TFs). To this end, the Gene Expression Omnibus dataset GSE37558 including mRNA microarray data of calcifying VSMCs (CVSMCs) and calcifying osteoblasts (COs) was analyzed. The differentially expressed genes (DEGs) were screened and functionally annotated and the microRNA (miRNA/mRNA)-mRNA, TF-miRNA and long non-coding RNA (lncRNA)-TF regulatory networks were constructed. A total of 318 DEGs were identified in the CVSMCs relative to the non-calcified VSMCs, of which 43 were shared with the COs. The CVSMC-related DEGs were mainly enriched in the functional terms cell cycle, extracellular matrix (ECM), inflammation and chemotaxis-mediated signaling pathways, of which ECM was enriched by the DEGs for the COs as well. The protein-protein interaction network of CVSMCs consisted of 281 genes and 3,650 edges. There were 30 hub genes in this network, including maternal embryonic leucine zipper kinase (MELK), which potentially regulates the differentially expressed TF (DETF) forkhead box (FOX)M1 and is a potential target gene of Homo sapiens miR-485-3p and miR-181d. The TF-miRNA network included 251 TFs and 60 miRNAs, including 10 DETFs such as FOXO1 and snail family transcriptional repressor 2 (SNAI2). Furthermore, the lncRNAs H19 imprinted maternally expressed transcript (H19) and differentiation antagonizing non-protein coding RNA (DANCR) were predicted as the upstream regulators of FOXO1 and SNAI2 in the lncRNA-TF regulatory network. DANCR, MELK and FOXM1 were downregulated, and H19, FOXO1 and SNAI2 were upregulated in the CVSMCs. Taken together, the CVSMCs and COs exhibited similar molecular changes in the ECM. In addition, the MELK-FOXM1, H19/DANCR-FOXO1 and SNAI2 regulatory pathways likely mediate VSMC calcification.
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Affiliation(s)
- Xiaomin Wei
- Department of Vascular Surgery, Liuzhou Worker's Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, Guangxi 545005, P.R. China
| | - Yiming Su
- Department of Vascular Surgery, Liuzhou Worker's Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, Guangxi 545005, P.R. China
| | - Qiyi Li
- Department of Vascular Surgery, Liuzhou Worker's Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, Guangxi 545005, P.R. China
| | - Zhiyong Zheng
- Department of Vascular Surgery, Liuzhou Worker's Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, Guangxi 545005, P.R. China
| | - Peiyong Hou
- Department of Vascular Surgery, Liuzhou Worker's Hospital, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, Guangxi 545005, P.R. China
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Bolomsky A, Muller J, Stangelberger K, Lejeune M, Duray E, Breid H, Vrancken L, Pfeiffer C, Hübl W, Willheim M, Weetall M, Branstrom A, Zojer N, Caers J, Ludwig H. The anti-mitotic agents PTC-028 and PTC596 display potent activity in pre-clinical models of multiple myeloma but challenge the role of BMI-1 as an essential tumour gene. Br J Haematol 2020; 190:877-890. [PMID: 32232850 DOI: 10.1111/bjh.16595] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 03/02/2020] [Indexed: 12/29/2022]
Abstract
Future progress in the treatment of multiple myeloma (MM) requires both the characterisation of key drivers of the disease and novel, innovative approaches to tackle these vulnerabilities. The present study focussed on the pre-clinical evaluation of a novel drug class, BMI-1 modulators, in MM. We demonstrate potent activity of PTC-028 and PTC596 in a comprehensive set of in vitro and in vivo models, including models of drug resistance and stromal support. Treatment of MM cells with PTC-028 and PTC596 downregulated BMI-1 protein levels, which was found to correlate with drug activity. Surprisingly, BMI-1 was dispensable for the activity of BMI-1 modulators and MM cell growth. Our data rather point to mitotic arrest accompanied by myeloid cell leukaemia-1 (MCL-1) loss as key anti-MM mechanisms and reveal impaired MYC and AKT signalling activity due to BMI-1 modulator treatment. Moreover, we observed a complete eradication of MM after PTC596 treatment in the 5TGM.1 in vivo model and define epigenetic compounds and B cell leukaemia/lymphoma 2 homology domain 3 (BH3) mimetics as promising combination partners. These results bring into question the postulated role of BMI-1 as an essential MM gene and confirm BMI-1 modulators as potent anti-mitotic agents with encouraging pre-clinical activity that supports their rapid translation into clinical trials.
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Affiliation(s)
- Arnold Bolomsky
- Department of Medicine I, Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
| | - Joséphine Muller
- Laboratory of Hematology, GIGA-I3, University of Liège, Liège, Belgium
| | - Kathrin Stangelberger
- Department of Medicine I, Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
| | - Margaux Lejeune
- Laboratory of Hematology, GIGA-I3, University of Liège, Liège, Belgium
| | - Elodie Duray
- Laboratory of Hematology, GIGA-I3, University of Liège, Liège, Belgium
| | - Helene Breid
- Department of Medicine I, Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
| | - Louise Vrancken
- Laboratory of Hematology, GIGA-I3, University of Liège, Liège, Belgium
| | - Christina Pfeiffer
- Department of Medicine I, Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
| | - Wolfgang Hübl
- Department of Laboratory Medicine, Wilhelminenspital, Vienna, Austria
| | - Martin Willheim
- Department of Laboratory Medicine, Wilhelminenspital, Vienna, Austria
| | | | | | - Niklas Zojer
- Department of Medicine I, Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
| | - Jo Caers
- Laboratory of Hematology, GIGA-I3, University of Liège, Liège, Belgium
| | - Heinz Ludwig
- Department of Medicine I, Wilhelminen Cancer Research Institute, Wilhelminenspital, Vienna, Austria
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Cigliano A, Pilo MG, Mela M, Ribback S, Dombrowski F, Pes GM, Cossu A, Evert M, Calvisi DF, Utpatel K. Inhibition of MELK Protooncogene as an Innovative Treatment for Intrahepatic Cholangiocarcinoma. MEDICINA (KAUNAS, LITHUANIA) 2019; 56:E1. [PMID: 31861475 PMCID: PMC7023300 DOI: 10.3390/medicina56010001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 12/10/2019] [Accepted: 12/16/2019] [Indexed: 12/11/2022]
Abstract
Background and Objectives: Intrahepatic cholangiocarcinoma (iCCA) is a pernicious tumor characterized by a dismal outcome and scarce therapeutic options. To substantially improve the prognosis of iCCA patients, a better understanding of the molecular mechanisms responsible for development and progression of this disease is imperative. In the present study, we aimed at elucidating the role of the maternal embryonic leucine zipper kinase (MELK) protooncogene in iCCA. Materials and Methods: We analyzed the expression of MELK and two putative targets, Forkhead Box M1 (FOXM1) and Enhancer of Zeste Homolog 2 (EZH2), in a collection of human iCCA by real-time RT-PCR and immunohistochemistry (IHC). The effects on iCCA growth of both the multi-kinase inhibitor OTSSP167 and specific small-interfering RNA (siRNA) against MELK were investigated in iCCA cell lines. Results: Expression of MELK was significantly higher in tumors than in corresponding non-neoplastic liver counterparts, with highest levels of MELK being associated with patients' shorter survival length. In vitro, OTSSP167 suppressed the growth of iCCA cell lines in a dose-dependent manner by reducing proliferation and inducing apoptosis. These effects were amplified when OTSSP167 administration was coupled to the DNA-damaging agent doxorubicin. Similar results, but less remarkable, were obtained when MELK was silenced by specific siRNA in the same cells. At the molecular level, siRNA against MELK triggered downregulation of MELK and its targets. Finally, we found that MELK is a downstream target of the E2F1 transcription factor. Conclusion: Our results indicate that MELK is ubiquitously overexpressed in iCCA, where it may represent a prognostic indicator and a therapeutic target. In particular, the combination of OTSSP167 (or other, more specific MELK inhibitors) with DNA-damaging agents might be a potentially effective therapy for human iCCA.
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Affiliation(s)
- Antonio Cigliano
- Institut für Pathologie, Universitätsklinikum Regensburg, 93053 Regensburg, Germany; (M.E.); (D.F.C.); (K.U.)
- Institut für Pathologie, Universitätsmedizin Greifswald, 17475 Greifswald, Germany; (M.G.P.); (M.M.); (S.R.); (F.D.)
| | - Maria Giulia Pilo
- Institut für Pathologie, Universitätsmedizin Greifswald, 17475 Greifswald, Germany; (M.G.P.); (M.M.); (S.R.); (F.D.)
| | - Marta Mela
- Institut für Pathologie, Universitätsmedizin Greifswald, 17475 Greifswald, Germany; (M.G.P.); (M.M.); (S.R.); (F.D.)
| | - Silvia Ribback
- Institut für Pathologie, Universitätsmedizin Greifswald, 17475 Greifswald, Germany; (M.G.P.); (M.M.); (S.R.); (F.D.)
| | - Frank Dombrowski
- Institut für Pathologie, Universitätsmedizin Greifswald, 17475 Greifswald, Germany; (M.G.P.); (M.M.); (S.R.); (F.D.)
| | - Giovanni Mario Pes
- Department of Clinical, Surgical, Experimental Sciences, University of Sassari, 07100 Sassari, Italy; (G.M.P.); (A.C.)
| | - Antonio Cossu
- Department of Clinical, Surgical, Experimental Sciences, University of Sassari, 07100 Sassari, Italy; (G.M.P.); (A.C.)
| | - Matthias Evert
- Institut für Pathologie, Universitätsklinikum Regensburg, 93053 Regensburg, Germany; (M.E.); (D.F.C.); (K.U.)
| | - Diego Francesco Calvisi
- Institut für Pathologie, Universitätsklinikum Regensburg, 93053 Regensburg, Germany; (M.E.); (D.F.C.); (K.U.)
- Institut für Pathologie, Universitätsmedizin Greifswald, 17475 Greifswald, Germany; (M.G.P.); (M.M.); (S.R.); (F.D.)
| | - Kirsten Utpatel
- Institut für Pathologie, Universitätsklinikum Regensburg, 93053 Regensburg, Germany; (M.E.); (D.F.C.); (K.U.)
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11
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Chen S, Zhou Q, Guo Z, Wang Y, Wang L, Liu X, Lu M, Ju L, Xiao Y, Wang X. Inhibition of MELK produces potential anti-tumour effects in bladder cancer by inducing G1/S cell cycle arrest via the ATM/CHK2/p53 pathway. J Cell Mol Med 2019; 24:1804-1821. [PMID: 31821699 PMCID: PMC6991658 DOI: 10.1111/jcmm.14878] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 10/30/2019] [Accepted: 11/16/2019] [Indexed: 12/13/2022] Open
Abstract
We aimed to investigate the biological function of MELK and the therapeutic potential of OTSSP167 in human bladder cancer (BCa). First, we observed overexpression of MELK in BCa cell lines and tissues and found that it was associated with higher tumour stage and tumour grade, which was consistent with transcriptome analysis. High expression of MELK was significantly correlated with poor prognosis in BCa patients, and MELK was found to have a role in the cell cycle, the G1/S transition in mitosis, and DNA repair and replication. Furthermore, BCa cells presented significantly decreased proliferation capacity following silencing of MELK or treatment with OTSSP167 in vitro and in vivo. Functionally, reduction in MELK or treatment of cells with OTSSP167 could induce cell cycle arrest and could suppress migration. In addition, these treatments could activate phosphorylation of ATM and CHK2, which would be accompanied by down‐regulated MDMX, cyclin D1, CDK2 and E2F1; however, p53 and p21 would be activated. Opposite results were observed when MELK expression was induced. Overall, MELK was found to be a novel oncogene in BCa that induces cell cycle arrest via the ATM/CHK2/p53 pathway. OTSSP167 displays potent anti‐tumour activities, which may provide a new molecule‐based strategy for BCa treatment.
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Affiliation(s)
- Song Chen
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Qiang Zhou
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Zicheng Guo
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.,Department of Urology, Enshi Clinical College of Wuhan University, Enshi, China
| | - Yejinpeng Wang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Lu Wang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.,Department of Urology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Xuefeng Liu
- Department of Pathology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Mengxin Lu
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Lingao Ju
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.,Laboratory of Precision Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China
| | - Yu Xiao
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.,Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.,Laboratory of Precision Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China
| | - Xinghuan Wang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China.,Medical Research Institute, Wuhan University, Wuhan, China
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12
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Targeting PKCι-PAK1 signaling pathways in EGFR and KRAS mutant adenocarcinoma and lung squamous cell carcinoma. Cell Commun Signal 2019; 17:137. [PMID: 31660987 PMCID: PMC6819333 DOI: 10.1186/s12964-019-0446-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 09/24/2019] [Indexed: 12/17/2022] Open
Abstract
Introduction p21-activated kinase 1 (PAK1) stimulates growth and metastasis in non-small cell lung cancer (NSCLC). Protein kinase C iota (PKCι) is an enzyme highly expressed in NSCLC, regulating PAK1 signaling. In the present study we explored whether the PKCι-PAK1 signaling pathway approach can be an efficient target in different types of NSCLC cell and mouse models. Methods The effect of IPA-3 (PAK1 inhibitor) plus auranofin (PKCι inhibitor) combination was evaluated by cell viability assay, colony formation and western blotting assay, using three types of NSCLC cell lines: EGFR or KRAS mutant adenocarcinoma and squamous cell carcinoma with PAK1 amplification. In addition, for clinical availability, screening for new PAK1 inhibitors was carried out and the compound OTSSP167 was evaluated in combination with auranofin in cell and mice models. Results The combination of IPA-3 or OTSSP167 plus auranofin showed high synergism for inhibiting cell viability and colony formation in three cell lines. Mechanistic characterization revealed that this drug combination abrogated expression and activation of membrane receptors and downstream signaling proteins crucial in lung cancer: EGFR, MET, PAK1, PKCι, ERK1/2, AKT, YAP1 and mTOR. A nude mouse xenograft assay demonstrated that this drug combination strongly suppressed tumor volume compared with single drug treatment. Conclusions Combination of IPA-3 or OTSSP167 and auranofin was highly synergistic in EGFR or KRAS mutant adenocarcinoma and squamous cell carcinoma cell lines and decreased tumor volume in mice models. It is of interest to further test the targeting of PKCι-PAK1 signaling pathways in EGFR mutant, KRAS mutant and squamous NSCLC patients.
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13
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Zang X, Qian C, Ruan Y, Xie J, Luo T, Xu B, Jiang J. Higher maternal embryonic leucine zipper kinase mRNA expression level is a poor prognostic factor in non-small-cell lung carcinoma patients. Biomark Med 2019; 13:1349-1361. [PMID: 31599664 DOI: 10.2217/bmm-2019-0052] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Aim: To elucidate potential prognostic significance of MELK mRNA expression in non-small-cell lung carcinoma patients. Methods: A loop algorithm based on R software was used to select genes with the best prognostic value. Mantel-Haenszel method and functional enrichment analysis were used to perform this analysis. Results: MELK mRNA expression level in tumor tissue is significantly higher than that in normal/benign tissue (p < 0.001), and gradually increases from stage I to IV (lung adenocarcinoma: p = 0.011; lung squamous cell carcinoma: p = 0.002), and is negatively correlated with prognosis in lung adenocarcinoma patients (HR: 2.025 in univariate analysis; HR: 2.162 in multivariate analysis). However, it does not show a significant correlation in lung squamous cell carcinoma patients. Conclusion: MELK is a poor biomarker for non-small-cell lung carcinoma patients and can potentially be used as a therapeutic target.
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Affiliation(s)
- Xuefeng Zang
- Department of Clinical Trials Research Center, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China
| | - Chunyan Qian
- Department of Clinical Trials Research Center, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China
| | - Ye Ruan
- Department of Oncology, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China
| | - Junwen Xie
- Department of Clinical Trials Research Center, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China
| | - Ting Luo
- Department of Clinical Trials Research Center, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China
| | - Bin Xu
- Department of Clinical Trials Research Center, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China.,Jiangsu Engineering Research Center for Tumor Immunotherapy, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China
| | - Jingting Jiang
- Department of Clinical Trials Research Center, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China.,Jiangsu Engineering Research Center for Tumor Immunotherapy, the Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu Province 213000, PR China
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14
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Lind J, Czernilofsky F, Vallet S, Podar K. Emerging protein kinase inhibitors for the treatment of multiple myeloma. Expert Opin Emerg Drugs 2019; 24:133-152. [PMID: 31327278 DOI: 10.1080/14728214.2019.1647165] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Introduction: Significant advances have been made during the last two decades in terms of new therapeutic options but also of innovative approaches to diagnosis and management of multiple myeloma (MM). While patient survival has been significantly prolonged, most patients relapse. Including the milestone approval of the first kinase inhibitor imatinib mesylate for CML in 2001, 48 small molecule protein kinase (PK) inhibitors have entered clinical practice until now. However, no PK inhibitor has been approved for MM therapy yet. Areas covered: This review article summarizes up-to-date knowledge on the pathophysiologic role of PKs in MM. Derived small molecules targeting receptor tyrosine kinases (RTKs), the Ras/Raf/MEK/MAPK- pathway, the PI3K/Akt/mTOR- pathway as well as Bruton tyrosine kinase (BTK), Aurora kinases (AURK), and cyclin-dependent kinases (CDKs) are most promising. Preclinical as well as early clinical data focusing on these molecules will be presented and critically reviewed. Expert opinion: Current MM therapy is directed against general vulnerabilities. Novel therapeutic strategies, inhibition of PKs in particular, are directed to target tumor-specific driver aberrations such as genetic abnormalities and microenvironment-driven deregulations. Results of ongoing Precision Medicine trials with PK inhibitors alone or in combination with other agents are eagerly awaited and hold the promise of once more improving MM patient outcome.
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Affiliation(s)
- Judith Lind
- Department of Internal Medicine II, University Hospital Krems, Karl Landsteiner University of Health Sciences , Krems an der Donau , Austria
| | - Felix Czernilofsky
- Department of Internal Medicine II, University Hospital Krems, Karl Landsteiner University of Health Sciences , Krems an der Donau , Austria
| | - Sonia Vallet
- Department of Internal Medicine II, University Hospital Krems, Karl Landsteiner University of Health Sciences , Krems an der Donau , Austria
| | - Klaus Podar
- Department of Internal Medicine II, University Hospital Krems, Karl Landsteiner University of Health Sciences , Krems an der Donau , Austria
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15
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Faict S, Muller J, De Veirman K, De Bruyne E, Maes K, Vrancken L, Heusschen R, De Raeve H, Schots R, Vanderkerken K, Caers J, Menu E. Exosomes play a role in multiple myeloma bone disease and tumor development by targeting osteoclasts and osteoblasts. Blood Cancer J 2018; 8:105. [PMID: 30409995 PMCID: PMC6224554 DOI: 10.1038/s41408-018-0139-7] [Citation(s) in RCA: 111] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 09/24/2018] [Accepted: 10/09/2018] [Indexed: 01/05/2023] Open
Abstract
Progression of multiple myeloma (MM) is largely dependent on the bone marrow (BM) microenvironment wherein communication through different factors including extracellular vesicles takes place. This cross-talk not only leads to drug resistance but also to the development of osteolysis. Targeting vesicle secretion could therefore simultaneously ameliorate drug response and bone disease. In this paper, we examined the effects of MM exosomes on different aspects of osteolysis using the 5TGM1 murine model. We found that 5TGM1 sEVs, or ‘exosomes’, not only enhanced osteoclast activity, they also blocked osteoblast differentiation and functionality in vitro. Mechanistically, we could demonstrate that transfer of DKK-1 led to a reduction in Runx2, Osterix, and Collagen 1A1 in osteoblasts. In vivo, we uncovered that 5TGM1 exosomes could induce osteolysis in a similar pattern as the MM cells themselves. Blocking exosome secretion using the sphingomyelinase inhibitor GW4869 not only increased cortical bone volume, but also it sensitized the myeloma cells to bortezomib, leading to a strong anti-tumor response when GW4869 and bortezomib were combined. Altogether, our results indicate an important role for exosomes in the BM microenvironment and suggest a novel therapeutic target for anti-myeloma therapy.
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Affiliation(s)
- Sylvia Faict
- Department of Hematology and Immunology, Myeloma Center Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Joséphine Muller
- Laboratory of Hematology, GIGA-Research, University of Liège, Liège, Belgium
| | - Kim De Veirman
- Department of Hematology and Immunology, Myeloma Center Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Elke De Bruyne
- Department of Hematology and Immunology, Myeloma Center Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Ken Maes
- Department of Hematology and Immunology, Myeloma Center Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Louise Vrancken
- Laboratory of Hematology, GIGA-Research, University of Liège, Liège, Belgium.,Division of Hematology, Department of Medicine, University and CHU of Liège, Liège, Belgium
| | - Roy Heusschen
- Laboratory of Hematology, GIGA-Research, University of Liège, Liège, Belgium
| | - Hendrik De Raeve
- Department of Pathology, UZ Brussel, Vrije Universiteit Brussel, Brussels, Belgium
| | - Rik Schots
- Department of Clinical Haematology, Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Karin Vanderkerken
- Department of Hematology and Immunology, Myeloma Center Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Jo Caers
- Laboratory of Hematology, GIGA-Research, University of Liège, Liège, Belgium.,Division of Hematology, Department of Medicine, University and CHU of Liège, Liège, Belgium
| | - Eline Menu
- Department of Hematology and Immunology, Myeloma Center Brussels, Vrije Universiteit Brussel, Brussels, Belgium.
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