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Zhang L, Strange M, Elishaev E, Zaidi S, Modugno F, Radolec M, Edwards RP, Finn OJ, Vlad AM. Characterization of latently infected EBV+ antibody-secreting B cells isolated from ovarian tumors and malignant ascites. Front Immunol 2024; 15:1379175. [PMID: 39086481 PMCID: PMC11288875 DOI: 10.3389/fimmu.2024.1379175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 06/24/2024] [Indexed: 08/02/2024] Open
Abstract
Introduction Intra-tumoral B cells mediate a plethora of immune effector mechanisms with key roles in anti-tumor immunity and serve as positive prognostic indicators in a variety of solid tumor types, including epithelial ovarian cancer (EOC). Several aspects of intra-tumoral B cells remain unclear, such as their state of activation, antigenic repertoires, and capacity to mature into plasma cells. Methods B lymphocytes were isolated from primary EOC tissue and malignant ascites and were maintained in cell culture medium. The stably maintained cell lines were profiled with flow cytometry and B cell receptor sequencing. Secreted antibodies were tested with a human proteome array comprising more than 21,000 proteins, followed by ELISA for validation. Originating tumor samples were used for spatial profiling with chip cytometry. Results Antibody-secreting B lymphocytes were isolated from the ovarian tumor microenvironment (TME) of four different EOC patients. The highly clonal cell populations underwent spontaneous immortalization in vitro, were stably maintained in an antibody-secreting state, and showed presence of Epstein-Barr viral (EBV) proteins. All originating tumors had high frequency of tumor-infiltrating B cells, present as lymphoid aggregates, or tertiary lymphoid structures. The antigens recognized by three of the four cell lines are coil-coil domain containing protein 155 (CCDC155), growth factor receptor-bound protein 2 (GRB2), and pyruvate dehydrogenase phosphatase2 (PDP2), respectively. Anti-CCDC155 circulating IgG antibodies were detected in 9 of 20 (45%) of EOC patients' sera. Tissue analyses with multiparameter chip cytometry shows that the antibodies secreted by these novel human B cell lines engage their cognate antigens on tumor cells. Discussion These studies demonstrate that within the tumor-infiltrating lymphocyte population in EOC resides a low frequency population of antibody-secreting B cells that have been naturally exposed to EBV. Once stably maintained, these novel cell lines offer unique opportunities for future studies on intratumor B cell biology and new target antigen recognition, and for studies on EBV latency and/or viral reactivation in the TME of non-EBV related solid tumors such as the EOC.
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Affiliation(s)
- Lixin Zhang
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Magee-Womens Research Institute, Pittsburgh, PA, United States
| | - Mary Strange
- Magee-Womens Research Institute, Pittsburgh, PA, United States
| | - Esther Elishaev
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Magee-Womens Hospital of University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, United States
| | - Syed Zaidi
- Magee-Womens Research Institute, Pittsburgh, PA, United States
| | - Francesmary Modugno
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Magee-Womens Research Institute, Pittsburgh, PA, United States
| | - Mackenzy Radolec
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Magee-Womens Research Institute, Pittsburgh, PA, United States
- Magee-Womens Hospital of University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, United States
| | - Robert P. Edwards
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Magee-Womens Research Institute, Pittsburgh, PA, United States
- Magee-Womens Hospital of University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, United States
| | - Olivera J. Finn
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Anda M. Vlad
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Magee-Womens Research Institute, Pittsburgh, PA, United States
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Tahara T, Takatani S, Tsuji M, Shibata N, Hosaka N, Inoue M, Ohno M, Ozaki D, Mawatari A, Watanabe Y, Doi H, Onoe H. Characteristic Evaluation of a 11C-Labeled Leucine Analog, l-α-[5- 11C]methylleucine, as a Tracer for Brain Tumor Imaging by Positron Emission Tomography. Mol Pharm 2023; 20:1842-1849. [PMID: 36802622 DOI: 10.1021/acs.molpharmaceut.2c01069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
Amino acid transporters are upregulated in many cancer cells, and system L amino acid transporters (LAT1-4), in particular, LAT1, which preferentially transports large, neutral, and branched side-chain amino acids, are considered a primary target for cancer positron emission tomography (PET) tracer development. Recently, we developed a 11C-labeled leucine analog, l-α-[5-11C]methylleucine ([5-11C]MeLeu), via a continuous two-step reaction of Pd0-mediated 11C-methylation and microfluidic hydrogenation. In this study, we evaluated the characteristics of [5-11C]MeLeu and also compared the sensitivity to brain tumors and inflammation with l-[11C]methionine ([11C]Met) to determine its potential for brain tumor imaging. Competitive inhibition experiments, protein incorporation, and cytotoxicity experiments of [5-11C]MeLeu were performed in vitro. Further, metabolic analyses of [5-11C]MeLeu were performed using a thin-layer chromatogram. The accumulation of [5-11C]MeLeu in tumor and inflamed regions of the brain was compared with [11C]Met and 11C-labeled (S)-ketoprofen methyl ester by PET imaging, respectively. Transporter assay with various inhibitors revealed that [5-11C]MeLeu is mainly transported via system L amino acid transporters, especially LAT1, into A431 cells. The protein incorporation assay and metabolic assay in vivo demonstrated that [5-11C]MeLeu was neither used for protein synthesis nor metabolized. These results indicate that MeLeu is very stable in vivo. Furthermore, the treatment of A431 cells with various concentrations of MeLeu did not change their viability, even at high concentrations (∼10 mM). In brain tumors, the tumor-to-normal ratio of [5-11C]MeLeu was more elevated than that of [11C]Met. However, the accumulation levels of [5-11C]MeLeu were lower than those of [11C]Met (the standardized uptake value (SUV) of [5-11C]MeLeu and [11C]Met was 0.48 ± 0.08 and 0.63 ± 0.06, respectively). In brain inflammation, no significant accumulation of [5-11C]MeLeu was observed at the inflamed brain area. These data suggested that [5-11C]MeLeu was identified as a stable and safe agent for PET tracers and could help detect brain tumors, which overexpress the LAT1 transporter.
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Affiliation(s)
- Tsuyoshi Tahara
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,Department of In Vivo Imaging, Tokushima University, 3-18-15 Kuramoto-Cho, Tokushima, Tokushima 770-8503, Japan
| | - Shuhei Takatani
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Mieko Tsuji
- RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Nina Shibata
- RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Nami Hosaka
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Michiko Inoue
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Masahiro Ohno
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Daiki Ozaki
- RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Aya Mawatari
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Yasuyoshi Watanabe
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Hisashi Doi
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan
| | - Hirotaka Onoe
- RIKEN Center for Biosystems Dynamics Research, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,RIKEN Center for Life Science Technologies, 6-7-3 Minatojima Minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.,Human Brain Research Center, Graduate School of Medicine, Kyoto University, 54 Shogoin-Kawahara-Cho, Sakyo-ku, Kyoto 606-8507, Japan
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Omidi Y, Mobasher M, Castejon A, Mahmoudi M. Recent advances in nanoscale targeted therapy of HER2-positive breast cancer. J Drug Target 2022; 30:687-708. [PMID: 35321601 DOI: 10.1080/1061186x.2022.2055045] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Breast cancer is the second leading cause of death among women with high mortality rates worldwide. The exceptionally fast rate of metastasis, the emergence of drug-resistant mechanisms, and the occurrence of inadvertent side effects by cytotoxic chemotherapies often make conventional chemotherapy and immunotherapy treatments ineffective. Similar to other solid tumors, breast cancer can develop unique cellular and molecular characteristics forming an atypical permissive tumor microenvironment (TME). Due to the unique features of TME, cancer cells can further proliferate and coadapt with the stromal cells and evade immunosurveillance. aberrantly abundantly express various pieces of molecular machinery (the so-called oncomarkers) in favor of their survival, progression, metastasis, and further invasion. Such overexpressed oncomarkers can be exploited in the targeted therapy of cancer. Among breast cancer oncomarkers, epidermal growth factor receptors, particularly HER2, are considered as clinically valid molecular targets not only for the thorough diagnosis but also for the targeted therapy of the disease using different conventional and advanced nanoscale treatment modalities. This review aims to elaborate on the recent advances in the targeted therapy of HER2-positive breast cancer, and discuss various types of multifunctional nanomedicines/theranostics, and antibody-/aptamer-drug conjugates.
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Affiliation(s)
- Yadollah Omidi
- Department of Pharmaceutical Sciences, College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL 33328, USA
| | - Maha Mobasher
- Department of Pharmaceutical Sciences, College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL 33328, USA
| | - Ana Castejon
- Department of Pharmaceutical Sciences, College of Pharmacy, Nova Southeastern University, Fort Lauderdale, FL 33328, USA
| | - Morteza Mahmoudi
- Department of Radiology, College of Medicine, Michigan State University, East Lansing, Michigan, USA
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Wang Y, Huang Z, Li B, Liu L, Huang C. The Emerging Roles and Therapeutic Implications of Epigenetic Modifications in Ovarian Cancer. Front Endocrinol (Lausanne) 2022; 13:863541. [PMID: 35620395 PMCID: PMC9127157 DOI: 10.3389/fendo.2022.863541] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 03/30/2022] [Indexed: 11/15/2022] Open
Abstract
Ovarian cancer (OC) is one of the most lethal gynecologic malignancies globally. In spite of positive responses to initial therapy, the overall survival rates of OC patients remain poor due to the development of drug resistance and consequent cancer recurrence. Indeed, intensive studies have been conducted to unravel the molecular mechanisms underlying OC therapeutic resistance. Besides, emerging evidence suggests a crucial role for epigenetic modifications, namely, DNA methylation, histone modifications, and non-coding RNA regulation, in the drug resistance of OC. These epigenetic modifications contribute to chemoresistance through various mechanisms, namely, upregulating the expression of multidrug resistance proteins (MRPs), remodeling of the tumor microenvironment, and deregulated immune response. Therefore, an in-depth understanding of the role of epigenetic mechanisms in clinical therapeutic resistance may improve the outcome of OC patients. In this review, we will discuss the epigenetic regulation of OC drug resistance and propose the potential clinical implications of epigenetic therapies to prevent or reverse OC drug resistance, which may inspire novel treatment options by targeting resistance mechanisms for drug-resistant OC patients.
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Affiliation(s)
- Yu Wang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, and West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, China
| | - Zhao Huang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, and West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, China
| | - Bowen Li
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, and West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, China
| | - Lin Liu
- Department of Anesthesiology, The Affiliated Hospital of Medical School, Ningbo University, Ningbo, China
- *Correspondence: Lin Liu, ; Canhua Huang,
| | - Canhua Huang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, and West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, China
- *Correspondence: Lin Liu, ; Canhua Huang,
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Chan SK, Steinmetz NF. Isolation of Cowpea Mosaic Virus-Binding Peptides. Biomacromolecules 2021; 22:3613-3623. [PMID: 34314166 DOI: 10.1021/acs.biomac.1c00712] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The plant virus cowpea mosaic virus (CPMV) is a natural nanocarrier that has been developed as a platform technology for the delivery of various payloads including peptide epitopes for vaccines, contrast agents for imaging, and drugs for therapy. Genetic fusion and chemical conjugations are the mainstay approaches to load the active ingredient to the exterior and/or interior of CPMV. However, these methods have limitations; genetic engineering is limited to biologics, and chemical alteration often requires multistep reactions with modification of both CPMV and the active ingredient. Either method can also result in particle instability. Therefore, to provide an alternate path toward CPMV functionalization, we report the isolation of peptides that specifically bind to CPMV, termed CPMV-binding peptides (CBP). We used a commercial M13 phage display 7-mer peptide library to pan for and select peptides that selectively bind to CPMV. Biopanning and characterization of lead candidates resulted in isolation of the motif "GWRVSEF/L" as the CPMV-specific motif with phenylalanine (F) at the seventh position being stronger than leucine (L). Specificity to CPMV was demonstrated, and cross-reactivity toward other plant viruses was not observed. To demonstrate cargo loading, GWRVSEF was tagged with biotin, fluorescein isothiocyanate (FITC), and a human epidermal growth factor receptor 2 (HER2)-specific targeting peptide ligand. Display of the active ingredient was confirmed, and utility of tagged and targeted CPMV in cell binding assays was demonstrated. The CBP functionalization strategy offers a new avenue for CPMV nanoparticle functionalization and should offer a versatile tool to add active ingredients that otherwise may be difficult to conjugate or display.
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Periyasamy L, Muruganantham B, Deivasigamani M, Lakshmanan H, Muthusami S. Acetogenin Extracted from Annona muricata Prevented the Actions of EGF in PA-1 Ovarian Cancer Cells. Protein Pept Lett 2021; 28:304-314. [PMID: 32938339 DOI: 10.2174/0929866527666200916141730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 08/02/2020] [Accepted: 08/08/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND In individuals with ovarian cancer, an increase in the circulating level of the epidermal growth factor (EGF) is readily apparent. Ovarian cancer cells exhibit signaling pathway of the epidermal growth factor (EGFR) and respond to the EGF. Annona muricata (AM) has been shown to decrease ovarian cell proliferation however, role of AM in regulating EGF actions is not yet to be reported. OBJECTIVE In this study, we proposed that the fractionated compound acetogenin can inhibit the activation of EGFR-regulated signaling cascades such as MAPK7 / PI3K-Akt / mTOR / STAT upon EGF stimulation. METHODS Ethanolic extract was prepared for the whole AM plant and Thin Layer Chromatography (TLC) was performed to characterize the secondary metabolites and each fraction was assessed using kedde reagent for the presence of acetogenin. The effects of acetogenins were then tested on the survival of PA-1 ovarian cancer cells under basal and EGF stimulated conditions. To delineate the role of acetogenin in EGFR signaling cascades, the in silico docking studies were conducted. RESULTS The fraction of acetogenin decreased the viability of EGF induced PA-1 ovarian cancer cells that indicating the EGF inhibitory effects of acetogenin. The docking studies specifically illustrated that when the acetogenin binding with tyrosine kinase (TK) and regulatory unit (RU) which subsequently resulted in a reduction in EGF induced the survival of PA-1 ovarian cancer cells. DISCUSSION The vital regulatory role of acetogenin reported in this study indicate significant anticancer activities of acetogenin from AM. The in silico study of the acetogenin function predicted that it binds specifically to Asp837 (phosphor-acceptor site) of EGFR, essential for phosphorylation of substrates in the TK domain and RU which promote downstream signaling. CONCLUSION Acetogenin isolated from AM effectively inhibited the survival of PA-1 ovarian cancer cells through impaired EGF signaling.
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Affiliation(s)
- Loganayaki Periyasamy
- Department of Biochemistry, Karpagam Academy of Higher Education, Coimbatore, Tamil Nadu 641 021, India
| | - Bharathi Muruganantham
- Karpagam Cancer Research Centre, Karpagam Academy of Higher Education, Coimbatore, Tamil Nadu 641 021, India
| | - Malarvizhi Deivasigamani
- Department of Biochemistry, Karpagam Academy of Higher Education, Coimbatore, Tamil Nadu 641 021, India
| | - Hariprasath Lakshmanan
- Department of Biochemistry, Karpagam Academy of Higher Education, Coimbatore, Tamil Nadu 641 021, India
| | - Sridhar Muthusami
- Department of Biochemistry, Karpagam Academy of Higher Education, Coimbatore, Tamil Nadu 641 021, India
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Chu PY, Koh APF, Antony J, Huang RYJ. Applications of the Chick Chorioallantoic Membrane as an Alternative Model for Cancer Studies. Cells Tissues Organs 2021; 211:222-237. [PMID: 33780951 DOI: 10.1159/000513039] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 11/13/2020] [Indexed: 11/19/2022] Open
Abstract
A variety of in vivo experimental models have been established for the studies of human cancer using both cancer cell lines and patient-derived xenografts (PDXs). In order to meet the aspiration of precision medicine, the in vivomurine models have been widely adopted. However, common constraints such as high cost, long duration of experiments, and low engraftment efficiency remained to be resolved. The chick embryo chorioallantoic membrane (CAM) is an alternative model to overcome some of these limitations. Here, we provide an overview of the applications of the chick CAM model in the study of oncology. The CAM model has shown significant retention of tumor heterogeneity alongside increased xenograft take rates in several PDX studies. Various imaging techniques and data analysis have been applied to study tumor metastasis, angiogenesis, and therapeutic response to novel agents. Lastly, to practically illustrate the feasibility of utilizing the CAM model, we summarize the general protocol used in a case study utilizing an ovarian cancer PDX.
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Affiliation(s)
- Pei-Yu Chu
- Graduate Institute of Pharmacology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Angele Pei-Fern Koh
- Cancer Science Institute of Singapore, Center for Translational Medicine, National University of Singapore, Singapore, Singapore
| | - Jane Antony
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, California, USA
| | - Ruby Yun-Ju Huang
- School of Medicine and Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei, Taiwan.,Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Shao Y, Kong J, Xu H, Wu X, Cao Y, Li W, Han J, Li D, Xie K, Wu J. OPCML Methylation and the Risk of Ovarian Cancer: A Meta and Bioinformatics Analysis. Front Cell Dev Biol 2021; 9:570898. [PMID: 33777925 PMCID: PMC7990783 DOI: 10.3389/fcell.2021.570898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 02/08/2021] [Indexed: 11/13/2022] Open
Abstract
Background: The association of opioid binding protein cell adhesion molecule-like (OPCML) gene methylation with ovarian cancer risk remains unclear. Methods: We identified eligible studies by searching the PubMed, Web of Science, ScienceDirect, and Wanfang databases. Odds ratios (ORs) and 95% confidence intervals (95% CIs) were used to determine the association of OPCML methylation with ovarian cancer risk. Meta-regression and subgroup analysis were used to assess the sources of heterogeneity. Additionally, we analyzed the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) datasets to validate our findings. Results: Our study included 476 ovarian cancer patients and 385 controls from eight eligible studies. The pooled OR was 33.47 (95% CI = 12.43-90.16) in the cancer group vs. the control group under the random-effects model. The association was still significant in subgroups according to sample type, control type, methods, and sample sizes (all P < 0.05). Sensitivity analysis showed that the finding was robust. No publication bias was observed in Begg's (P = 0.458) and Egger's tests (P = 0.261). We further found that OPCML methylation was related to III/IV (OR = 4.20, 95% CI = 1.59-11.14) and poorly differentiated grade (OR = 4.37; 95% CI = 1.14-16.78). Based on GSE146552 and GSE155760, we validated that three CpG sites (cg16639665, cg23236270, cg15964611) in OPCML promoter region were significantly higher in cancer tissues compared to normal tissues. However, we did not observe the associations of OPCML methylation with clinicopathological parameters and overall survival based on TCGA ovarian cancer data. Conclusion: Our findings support that OPCML methylation is associated with an increased risk of ovarian cancer.
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Affiliation(s)
- Yang Shao
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China.,The First People's Hospital of Zhangjiagang City, The Zhangjiagang Affiliated Hospital of Soochow University, Suzhou, China
| | - Jing Kong
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China
| | - Hanzi Xu
- Department of Radiotherapy, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China
| | - Xiaoli Wu
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China
| | - YuePeng Cao
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China
| | - Weijian Li
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China
| | - Jing Han
- Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing, China
| | - Dake Li
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China
| | - Kaipeng Xie
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China
| | - Jiangping Wu
- Nanjing Maternity and Child Health Care Institute, Nanjing Maternity and Child Health Care Hospital, Women's Hospital of Nanjing Medical University, Nanjing, China
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Macpherson AM, Barry SC, Ricciardelli C, Oehler MK. Epithelial Ovarian Cancer and the Immune System: Biology, Interactions, Challenges and Potential Advances for Immunotherapy. J Clin Med 2020; 9:E2967. [PMID: 32937961 PMCID: PMC7564553 DOI: 10.3390/jcm9092967] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 08/28/2020] [Accepted: 09/03/2020] [Indexed: 12/11/2022] Open
Abstract
Recent advances in the understanding of immune function and the interactions with tumour cells have led to the development of various cancer immunotherapies and strategies for specific cancer types. However, despite some stunning successes with some malignancies such as melanomas and lung cancer, most patients receive little or no benefit from immunotherapy, which has been attributed to the tumour microenvironment and immune evasion. Although the US Food and Drug Administration have approved immunotherapies for some cancers, to date, only the anti-angiogenic antibody bevacizumab is approved for the treatment of epithelial ovarian cancer. Immunotherapeutic strategies for ovarian cancer are still under development and being tested in numerous clinical trials. A detailed understanding of the interactions between cancer and the immune system is vital for optimisation of immunotherapies either alone or when combined with chemotherapy and other therapies. This article, in two main parts, provides an overview of: (1) components of the normal immune system and current knowledge regarding tumour immunology, biology and their interactions; (2) strategies, and targets, together with challenges and potential innovative approaches for cancer immunotherapy, with attention given to epithelial ovarian cancer.
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Affiliation(s)
- Anne M. Macpherson
- Discipline of Obstetrics and Gynaecology, Adelaide Medical School, Robinson Research Institute, University of Adelaide, Adelaide 5000, Australia; (A.M.M.); (C.R.)
| | - Simon C. Barry
- Molecular Immunology, Robinson Research Institute, University of Adelaide, Adelaide 5005, Australia;
| | - Carmela Ricciardelli
- Discipline of Obstetrics and Gynaecology, Adelaide Medical School, Robinson Research Institute, University of Adelaide, Adelaide 5000, Australia; (A.M.M.); (C.R.)
| | - Martin K. Oehler
- Discipline of Obstetrics and Gynaecology, Adelaide Medical School, Robinson Research Institute, University of Adelaide, Adelaide 5000, Australia; (A.M.M.); (C.R.)
- Department of Gynaecological Oncology, Royal Adelaide Hospital, Adelaide 5000, Australia
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Lara OD, Bayraktar E, Amero P, Ma S, Ivan C, Hu W, Wang Y, Mangala LS, Dutta P, Bhattacharya P, Ashizawa AT, Lopez-Berestein G, Rodriguez-Aguayo C, Sood AK. Therapeutic efficacy of liposomal Grb2 antisense oligodeoxynucleotide (L-Grb2) in preclinical models of ovarian and uterine cancer. Oncotarget 2020; 11:2819-2833. [PMID: 32754300 PMCID: PMC7381098 DOI: 10.18632/oncotarget.27667] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 06/15/2020] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Adaptor proteins such as growth factor receptor-bound protein-2 (Grb2) play important roles in cancer cell signaling. In the present study, we examined the biological effects of liposomal antisense oligodeoxynucleotide that blocks Grb2 expression (L-Grb2) in gynecologic cancer models. MATERIALS AND METHODS Murine orthotopic models of ovarian (OVCAR5 and SKOV3ip1) and uterine (Hec1a) cancer were used to study the biological effects of L-Grb2 on tumor growth. In vitro experiments (cell viability assay, Western blot analysis, siRNA transfection, and reverse phase protein array) were carried out to elucidate the mechanisms and potential predictors of tumor response to L-Grb2. FINDINGS Treatment with L-Grb2 decreased tumor growth and metastasis in orthotopic models of ovarian cancer (OVCAR5, SKOV3ip1) by reducing angiogenesis and increasing apoptosis at a dose of 15 mg/kg with no effect on mouse body weight. Treatment with L-Grb2 and paclitaxel led to the greatest decrease in tumor weight (mean ± SEM, 0.17 g ± 0.10 g) compared with that in control mice (0.99 g ± 0.35 g). We also observed a reduction in tumor burden after treatment with L-Grb2 and the anti-VEGF antibody B-20 (86% decrease in tumor weight compared with that in controls). Ovarian cancer cells with ErbB2 amplification (OVCAR8 and SKOV3ip1) were the most sensitive to Grb2 downregulation. Reverse phase protein array analysis identified significant dysregulation of metabolites (LDHA, GAPDH, and TCA intermediates) in ovarian cancer cells after Grb2 downregulation. INTERPRETATION L-Grb2 has therapeutic efficacy in preclinical models of ovarian and uterine cancer. These findings support further clinical development of L-Grb2.
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Affiliation(s)
- Olivia D. Lara
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Emine Bayraktar
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Paola Amero
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shaolin Ma
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cristina Ivan
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wei Hu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ying Wang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lingegowda S. Mangala
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Prasanta Dutta
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Pratip Bhattacharya
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Gabriel Lopez-Berestein
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cristian Rodriguez-Aguayo
- Department of Experimental Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anil K. Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Center for RNA Interference and Non-Coding RNA, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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11
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Antony J, Zanini E, Birtley JR, Gabra H, Recchi C. Emerging roles for the GPI-anchored tumor suppressor OPCML in cancers. Cancer Gene Ther 2020; 28:18-26. [PMID: 32595215 DOI: 10.1038/s41417-020-0187-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Revised: 06/09/2020] [Accepted: 06/10/2020] [Indexed: 12/11/2022]
Abstract
OPCML is a highly conserved glycosyl phosphatidylinositol (GPI)-anchored protein belonging to the IgLON family of cell adhesion molecules. OPCML functions as a tumor suppressor and is silenced in over 80% of ovarian cancers by loss of heterozygosity and by epigenetic mechanisms. OPCML inactivation is also observed in many other cancers suggesting a conservation of tumor suppressor function. Although epigenetic silencing and subsequent loss of OPCML expression correlate with poor progression-free and overall patient survival, its mechanism of action is only starting to be fully elucidated. Recent discoveries have demonstrated that OPCML exerts its tumor suppressor effect by inhibiting several cancer hallmark phenotypes in vitro and abrogating tumorigenesis in vivo, by downregulating/inactivating a specific spectrum of Receptor Tyrosine Kinases (RTKs), including EphA2, FGFR1, FGFR3, HER2, HER4, and AXL. This modulation of RTKs can also sensitize ovarian and breast cancers to lapatinib, erlotinib, and anti-AXL therapies. Furthermore, OPCML has also been shown to function in synergy with the tumor suppressor phosphatase PTPRG to inactivate pro-metastatic RTKs such as AXL. Recently, the identification of inactivating point mutations and the elucidation of the crystal structure of OPCML have provided valuable insights into its structure-function relationships, giving rise to its potential as an anti-cancer therapeutic.
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Affiliation(s)
- Jane Antony
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, W12 0NN, UK.,Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, 94305, USA
| | - Elisa Zanini
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, W12 0NN, UK
| | | | - Hani Gabra
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, W12 0NN, UK
| | - Chiara Recchi
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, W12 0NN, UK.
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12
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Nie S, Yang G, Lu H. Current Molecular Targeted Agents for Advanced Gastric Cancer. Onco Targets Ther 2020; 13:4075-4088. [PMID: 32494161 PMCID: PMC7229784 DOI: 10.2147/ott.s246412] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 04/20/2020] [Indexed: 12/26/2022] Open
Abstract
Gastric cancer is the third leading cause of malignant tumor-related mortality worldwide. Traditional cytotoxic agents prolong the overall survival and progression-free survival of patients with advanced gastric cancer (AGC) compared to that with best supportive care. Due to the occurrence of serious adverse drug reactions that result in discontinued treatment, the survival benefit in AGC remains unsatisfactory. Systemic chemotherapy regimens have changed greatly, especially since the introduction of trastuzumab. Nevertheless, HER2 positivity is present in only approximately 20% of tumors. Due to the genetic heterogeneity and complexity of patients, there are many studies in progress that are exploring novel targeted drugs as an alternative to chemotherapy or adjuvant treatment in early-stage, progressive, and advanced gastric cancer. On the basis of the differences in gene expression profiles among patients, searching for specific and sensitive predictive biomarkers is important for identifying patients who will benefit from a specific targeted drug. With the development of targeted therapies and available chemotherapeutic drugs, there is no doubt that, over time, more patients will achieve better survival outcomes. Recently, immune checkpoint blockade has been well developed as a promising anticancer strategy. This review outlines the currently available information on clinically tested molecular targeted drugs and immune checkpoint inhibitors for AGC to provide support for decision-making in clinical practice.
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Affiliation(s)
- Shanshan Nie
- Center for Clinical Pharmacology, The Third Xiangya Hospital of Central South University, Changsha, Hunan, People’s Republic of China
| | - Guoping Yang
- Center for Clinical Pharmacology, The Third Xiangya Hospital of Central South University, Changsha, Hunan, People’s Republic of China
| | - Hongwei Lu
- Department of Cardiology, The Third Xiangya Hospital of Central South University, Changsha, Hunan, People’s Republic of China
- Center for Experimental Medical Research, The Third Xiangya Hospital of Central South University, Changsha, Hunan, People’s Republic of China
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13
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Dong X, Zheng T, Zhang Z, Bai X, Li H, Zhang J. [Luteolin reverses OPCML methylation to inhibit proliferation of breast cancer MDA-MB-231 cells]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2020; 40:550-555. [PMID: 32895125 DOI: 10.12122/j.issn.1673-4254.2020.04.16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To observe the effect of luteolin on the proliferation and expression of OPCML in breast cancer cell line MDA-MB-231. METHODS Cultured MDA-MB-231 cells were treated with luteolin at the concentrations of 5, 10 and 20 μmol/L for 24 or 48 h. MTT assay was used to detect cell proliferation and flow cytometry was used to detect the cell apoptosis. The expressions of OPCML mRNA and protein were detected using real-time quantitative PCR and Western blotting, respectively. OPCML gene methylation in the promoter region was detected using methylation-specific PCR (MSP), and the activity of methylase in the cells was analyzed. RESULTS MTT assay showed that treatment with luteolin at 5, 10 and 20 μmol/L for 24 h concentration-dependently decreased the viability of MDA-MB-231 cells (P < 0.05). Flow cytometry also showed that luteolin at different concentrations could induce apoptosis of MDA-MB-231 cells (P < 0.05). Luteolin dose-dependently induced the expression of OPCML mRNA and protein in MDA-MB-231 cells (P < 0.05), down-regulated the methylation status in the promoter region of OPCML gene, up-regulated the level of non-methylated OPCML, and reduced the activity of methylase in the cells (P < 0.05). CONCLUSIONS Luteolin inhibits the proliferation of MDA-MB-231 breast cancer cells probably by upregulating OPCML expression and its demethylation.
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Affiliation(s)
- Xinmin Dong
- Department of Oncology, Affiliated People's Hospital of Inner Mongolia Medical University, Hohhot, 010010, China
| | - Ti Zheng
- Medical Departmentn, Affiliated People's Hospital of Inner Mongolia Medical University, Hohhot, 010010, China
| | - Ziying Zhang
- Department of Basic Medicine, School of Pharmacology of Inner Mongolia Medical University, Hohhot 010110, China
| | - Xiling Bai
- Department of Interventional Riadiology, Affiliated People's Hospital of Inner Mongolia Medical University, Hohhot 010010, China
| | - Hua Li
- Department of Oncology, Affiliated People's Hospital of Inner Mongolia Medical University, Hohhot, 010010, China
| | - Jian Zhang
- Department of Radiotherapy, Affiliated Hospital of Inner Mongolia Medical University, Hohhot 010050, China
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14
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Granados-Soler JL, Bornemann-Kolatzki K, Beck J, Brenig B, Schütz E, Betz D, Junginger J, Hewicker-Trautwein M, Murua Escobar H, Nolte I. Analysis of Copy-Number Variations and Feline Mammary Carcinoma Survival. Sci Rep 2020; 10:1003. [PMID: 31969654 PMCID: PMC6976565 DOI: 10.1038/s41598-020-57942-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 01/03/2020] [Indexed: 02/07/2023] Open
Abstract
Feline mammary carcinomas (FMCs) are highly malignant. As the disease-free survival (DFS) and overall survival (OS) are short, prognostication is crucial. Copy-number variations (CNVs) analysis by next-generation sequencing serves to identify critical cancer-related genomic regions. Thirty-three female cats with FMCs were followed during two years after surgery. Tumours represented tubulopapillary and solid carcinomas encompassing six molecular subtypes. Regardless of the histopathological diagnosis, molecular subtypes showed important differences in survival. Luminal A tumours exhibited the highest DFS (p = 0.002) and cancer-specific OS (p = 0.001), and the lowest amount of CNVs (p = 0.0001). In contrast, basal-like triple-negative FMCs had the worst outcome (DFS, p < 0.0001; and OS, p < 0.00001) and were the most aberrant (p = 0.05). In the multivariate analysis, copy-number losses (CNLs) in chromosome B1 (1-23 Mb) harbouring several tumour-repressors (e.g. CSMD1, MTUS1, MSR1, DBC2, and TUSC3) negatively influenced DFS. Whereas, copy-number gains (CNGs) in B4 (1-29 Mb) and F2 (64-82.3 Mb) comprising epithelial to mesenchymal transition genes and metastasis-promoting transcription factors (e.g. GATA3, VIM, ZEB1, and MYC) negatively influenced DFS and cancer-specific OS. These data evidence an association between specific CNVs in chromosomes B1, B4 and F2, and poor prognosis in FMCs.
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Affiliation(s)
- José Luis Granados-Soler
- Small Animal Clinic, University of Veterinary Medicine Hannover Foundation, Hannover, Germany
- Haematology, Oncology and Palliative Medicine, Clinic III, University of Rostock, Rostock, Germany
| | | | | | - Bertram Brenig
- Institute of Veterinary Medicine, University of Göttingen, Göttingen, Germany
| | | | - Daniela Betz
- Small Animal Clinic, University of Veterinary Medicine Hannover Foundation, Hannover, Germany
| | - Johannes Junginger
- Department of Pathology, University of Veterinary Medicine Hannover Foundation, Hannover, Germany
| | | | - Hugo Murua Escobar
- Haematology, Oncology and Palliative Medicine, Clinic III, University of Rostock, Rostock, Germany
| | - Ingo Nolte
- Small Animal Clinic, University of Veterinary Medicine Hannover Foundation, Hannover, Germany.
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15
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Toolabi M, Moghimi S, Bakhshaiesh TO, Salarinejad S, Aghcheli A, Hasanvand Z, Nazeri E, Khalaj A, Esmaeili R, Foroumadi A. 6-Cinnamoyl-4-arylaminothienopyrimidines as highly potent cytotoxic agents: Design, synthesis and structure-activity relationship studies. Eur J Med Chem 2020; 185:111786. [DOI: 10.1016/j.ejmech.2019.111786] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 10/10/2019] [Accepted: 10/11/2019] [Indexed: 01/16/2023]
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16
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Saw PE, Song EW. Phage display screening of therapeutic peptide for cancer targeting and therapy. Protein Cell 2019; 10:787-807. [PMID: 31140150 PMCID: PMC6834755 DOI: 10.1007/s13238-019-0639-7] [Citation(s) in RCA: 146] [Impact Index Per Article: 29.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 04/21/2019] [Indexed: 12/14/2022] Open
Abstract
Recently, phage display technology has been announced as the recipient of Nobel Prize in Chemistry 2018. Phage display technique allows high affinity target-binding peptides to be selected from a complex mixture pool of billions of displayed peptides on phage in a combinatorial library and could be further enriched through the biopanning process; proving to be a powerful technique in the screening of peptide with high affinity and selectivity. In this review, we will first discuss the modifications in phage display techniques used to isolate various cancer-specific ligands by in situ, in vitro, in vivo, and ex vivo screening methods. We will then discuss prominent examples of solid tumor targeting-peptides; namely peptide targeting tumor vasculature, tumor microenvironment (TME) and over-expressed receptors on cancer cells identified through phage display screening. We will also discuss the current challenges and future outlook for targeting peptide-based therapeutics in the clinics.
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Affiliation(s)
- Phei Er Saw
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
| | - Er-Wei Song
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China.
- Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China.
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17
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Birtley JR, Alomary M, Zanini E, Antony J, Maben Z, Weaver GC, Von Arx C, Mura M, Marinho AT, Lu H, Morecroft EVN, Karali E, Chayen NE, Tate EW, Jurewicz M, Stern LJ, Recchi C, Gabra H. Inactivating mutations and X-ray crystal structure of the tumor suppressor OPCML reveal cancer-associated functions. Nat Commun 2019; 10:3134. [PMID: 31316070 PMCID: PMC6637204 DOI: 10.1038/s41467-019-10966-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Accepted: 06/06/2019] [Indexed: 11/28/2022] Open
Abstract
OPCML, a tumor suppressor gene, is frequently silenced epigenetically in ovarian and other cancers. Here we report, by analysis of databases of tumor sequences, the observation of OPCML somatic missense mutations from various tumor types and the impact of these mutations on OPCML function, by solving the X-ray crystal structure of this glycoprotein to 2.65 Å resolution. OPCML consists of an extended arrangement of three immunoglobulin-like domains and homodimerizes via a network of contacts between membrane-distal domains. We report the generation of a panel of OPCML variants with representative clinical mutations and demonstrate clear phenotypic effects in vitro and in vivo including changes to anchorage-independent growth, interaction with activated cognate receptor tyrosine kinases, cellular migration, invasion in vitro and tumor growth in vivo. Our results suggest that clinically occurring somatic missense mutations in OPCML have the potential to contribute to tumorigenesis in a variety of cancers.
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Affiliation(s)
- James R Birtley
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA, 01655, USA
- UCB Pharma, Bath Road, Slough, SL1 3WE, UK
| | - Mohammad Alomary
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Elisa Zanini
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Jane Antony
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Zachary Maben
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA, 01655, USA
| | - Grant C Weaver
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA, 01655, USA
| | - Claudia Von Arx
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Manuela Mura
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Aline T Marinho
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Haonan Lu
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Eloise V N Morecroft
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
- Department of Chemistry, Imperial College London, Wood Lane, London, W12 0BZ, UK
| | - Evdoxia Karali
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK
| | - Naomi E Chayen
- Computational and Systems Medicine, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, SW7 2AZ, UK
| | - Edward W Tate
- Department of Chemistry, Imperial College London, Wood Lane, London, W12 0BZ, UK
| | - Mollie Jurewicz
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA, 01655, USA
| | - Lawrence J Stern
- Department of Pathology, University of Massachusetts Medical School, Worcester, MA, 01655, USA.
| | - Chiara Recchi
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK.
| | - Hani Gabra
- Ovarian Cancer Action Research Centre, Department of Surgery and Cancer, Imperial College London, Du Cane Road, London, W12 0NN, UK.
- Clinical Discovery Unit, Early Clinical Development, IMED Biotech Unit, AstraZeneca, Cambridge, SG8 6HB, UK.
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18
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Simovic I, Castaño-Rodríguez N, Kaakoush NO. OPCML: A Promising Biomarker and Therapeutic Avenue. Trends Cancer 2019; 5:463-466. [PMID: 31421903 DOI: 10.1016/j.trecan.2019.06.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 05/29/2019] [Accepted: 06/04/2019] [Indexed: 10/26/2022]
Abstract
Opioid-binding protein/cell adhesion molecule (OPCML) is expressed in many tissues and localizes to the plasma membrane. It is a putative tumor suppressor that acts on receptor tyrosine kinases (RTKs), influencing cell cycle arrest, apoptosis, and migration. Its expression is silenced epigenetically in cancer, inferring potential diagnostic, prognostic, and therapeutic roles.
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Affiliation(s)
- Isidora Simovic
- School of Biotechnology and Biomolecular Sciences, UNSW, Sydney, NSW 2052, Australia
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19
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Antony J, Thiery JP, Huang RYJ. Epithelial-to-mesenchymal transition: lessons from development, insights into cancer and the potential of EMT-subtype based therapeutic intervention. Phys Biol 2019; 16:041004. [PMID: 30939460 DOI: 10.1088/1478-3975/ab157a] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Epithelial-to-mesenchymal transition (EMT) is a fundamental developmental process wherein polarized epithelial cells lose their junctional architecture and apical-basal polarity to become motile mesenchymal cells, and there is emerging evidence for its role in propagating tumor dissemination. While many multifaceted nodules converge onto the EMT program, in this review we will highlight the fundamental biology of the signaling schemas that enable EMT. In many cancers, the property of tumor dissemination and metastasis is closely associated with re-enabling developmental properties such as EMT. We discuss the molecular complexity of the tumor heterogeneity in terms of EMT-based gene expression molecular subtypes, and the rewiring of critical signaling nodules in the subtypes displaying higher degrees of EMT can be therapeutically exploited. Specifically in the context of a deadly malignancy such as ovarian cancer where there are no defined mutations or limited biomarkers for developing targeted therapy or personalized medicine, we highlight the importance of identifying EMT-based subtypes that will improve therapeutic intervention. In ovarian cancer, the poor prognosis mesenchymal 'Mes' subtype presents with amplified signaling of the receptor tyrosine kinase (RTK) AXL, extensive crosstalk with other RTKs such as cMET, EGFR and HER2, and sustained temporal activation of extracellular-signal regulated kinase (ERK) leading to induction of EMT transcription factor Slug, underscoring a pathway addiction in Mes that can be therapeutically targeted. We will further examine the emergence of therapeutic modalities in these EMT subtypes and finally conclude with potential interdisciplinary biophysical methodologies to provide additional insights in deciphering the mechanistic and biochemical aspects of EMT. This review intends to provide an overview of the cellular and molecular changes accompanying epithelial-to-mesenchymal transition (EMT) in development and the requisition of this evolutionarily conserved pathway in cancer progression and metastatic disease. Specifically, in a heterogeneous disease such as ovarian cancer lacking defined targetable mutations, the identification of EMT-based subtypes has opened avenues to tailor precision personalized medicine. In particular, using the oncogenic RTK AXL as an example, we will highlight how this classification enables EMT-subtype specific identification of targets that could improve treatment options for patients and how there is a growing need for biophysical approaches to model dynamic processes such as EMT.
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Affiliation(s)
- Jane Antony
- Institute of Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, United States of America
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20
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HER2 decreases drug sensitivity of ovarian cancer cells via inducing stem cell-like property in an NFκB-dependent way. Biosci Rep 2019; 39:BSR20180829. [PMID: 30314995 PMCID: PMC6422889 DOI: 10.1042/bsr20180829] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Revised: 08/05/2018] [Accepted: 09/24/2018] [Indexed: 12/18/2022] Open
Abstract
Increasing evidence shows that cancer stem cells are responsible for drug resistance and relapse of tumors. In breast cancer, human epidermal growth factor receptor 2 (HER2) induces Herceptin resistance by inducing cancer stem cells. In the present study, we explored the effect of HER2 on cancer stem cells induction and drug sensitivity of ovarian cancer cell lines. First, we found that HER2 overexpression (HER2 OE) induced, while HER2 knockdown (HER2 KD) decreased CD44+/CD24- population. Consistently, HER2 expression was closely correlated with the sphere formation efficiency (SFE) of ovarian cancer cells. Second, we found that NFκB inhibition by specific inhibitor JSH23 or siRNA targetting subunit p65 dramatically impaired the induction of ovarian cancer stem cells by HER2, indicating that NFκB mediated HER2-induced ovarian cancer stem cells. Third, we found that HER2 KD significantly attenuated the tumorigenicity of ovarian cancer cells. Further, we found that HER2 inhibition increased drastically the sensitivity of ovarian cancer cells to doxorubicin (DOX) or paclitaxel (PTX). Finally, we examined the correlation between HER2 status and stem cell-related genes expression in human ovarian tumor tissues, and found that expressions of OCT4, COX2, and Nanog were higher in HER2 positive tumors than in HER2 negative tumors. Consistently, the 5-year tumor-free survival rate of HER2 positive patients was dramatically lower than HER2 negative patients. Taken together, our data indicate that HER2 decreases drug sensitivity of ovarian cancer cells via inducing stem cell-like property.
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21
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Wasenang W, Chaiyarit P, Proungvitaya S, Limpaiboon T. Serum cell-free DNA methylation of OPCML and HOXD9 as a biomarker that may aid in differential diagnosis between cholangiocarcinoma and other biliary diseases. Clin Epigenetics 2019; 11:39. [PMID: 30832707 PMCID: PMC6399934 DOI: 10.1186/s13148-019-0634-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Accepted: 02/18/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Cholangiocarcinoma (CCA) is a fatal cancer of the bile duct epithelial cell lining. The misdiagnosis of CCA and other biliary diseases may occur due to the similarity of clinical manifestations and blood tests resulting in inappropriate or delayed treatment. Thus, an accurate and less-invasive method for differentiating CCA from other biliary diseases is inevitable. METHODS We quantified methylation of OPCML, HOXA9, and HOXD9 in serum cell-free DNA (cfDNA) of CCA patients and other biliary diseases using methylation-sensitive high-resolution melting (MS-HRM). Their potency as differential biomarkers between CCA and other biliary diseases was also evaluated by using receiver operating characteristic (ROC) curves. RESULTS The significant difference of methylation levels of OPCML and HOXD9 was observed in serum cfDNA of CCA compared to other biliary diseases. Assessment of serum cfDNA methylation of OPCML and HOXD9 as differential biomarkers of CCA and other biliary diseases showed the area under curve (AUC) of 0.850 (0.759-0.941) for OPCML which sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy were 80.00%, 90.00%, 88.88%, 81.81%, and 85.00%, respectively. The AUC of HOXD9 was 0.789 (0.686-0.892) with sensitivity, specificity, PPV, NPV, and accuracy of 67.50%, 90.00%, 87.09%, 73.46%, and 78.75%, respectively. The combined marker between OPCML and HOXD9 showed sensitivity, specificity, PPV, and NPV of 62.50%, 100%, 100%, and 72.72%, respectively, which may be helpful to prevent a misdiagnosis between CCA and other biliary diseases. CONCLUSIONS Our findings suggest the application of serum cfDNA methylation of OPCML and HOXD9 for differential diagnosis of CCA and other biliary diseases due to its less invasiveness and clinically practical method which may benefit the patients by preventing the misdiagnosis of CCA and avoiding unnecessary surgical intervention.
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Affiliation(s)
- Wiphawan Wasenang
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, 40002, Thailand
- Biomedical Sciences, Graduate School, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Ponlatham Chaiyarit
- Research Group of Chronic Inflammatory Oral Diseases and Systemic Diseases Associated with Oral Health, Department of Oral Diagnosis, Faculty of Dentistry, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Siriporn Proungvitaya
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, 40002, Thailand
- Cholangiocarcinoma Research Institute, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand
| | - Temduang Limpaiboon
- Centre for Research and Development of Medical Diagnostic Laboratories, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, 40002, Thailand.
- Cholangiocarcinoma Research Institute, Faculty of Medicine, Khon Kaen University, Khon Kaen, 40002, Thailand.
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22
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Abstract
Inhibition of the receptor tyrosine kinase AXL, a key molecular driver of ovarian cancer, has recently been highlighted as promising therapeutic strategy. In this issue of EMBO Reports , Antony et al 1 have identified a novel mechanism of inhibition of AXL, wherein the GPI‐anchored tumour suppressor OPCML sequesters AXL into specialised plasma membrane domains where the phosphatase PTPRG is located, therefore facilitating AXL dephosphorylation. This attenuation of AXL signalling has translational implications for the design of synergistic therapies, to target the kinase for this aggressive malignancy.
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Affiliation(s)
- Chiara Zurzolo
- Unité de Traffic Membranaire et PathogénèseInstitut PasteurParisFrance
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23
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Antony J, Zanini E, Kelly Z, Tan TZ, Karali E, Alomary M, Jung Y, Nixon K, Cunnea P, Fotopoulou C, Paterson A, Roy-Nawathe S, Mills GB, Huang RYJ, Thiery JP, Gabra H, Recchi C. The tumour suppressor OPCML promotes AXL inactivation by the phosphatase PTPRG in ovarian cancer. EMBO Rep 2018; 19:embr.201745670. [PMID: 29907679 DOI: 10.15252/embr.201745670] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Revised: 05/14/2018] [Accepted: 05/23/2018] [Indexed: 01/22/2023] Open
Abstract
In ovarian cancer, the prometastatic RTK AXL promotes motility, invasion and poor prognosis. Here, we show that reduced survival caused by AXL overexpression can be mitigated by the expression of the GPI-anchored tumour suppressor OPCML Further, we demonstrate that AXL directly interacts with OPCML, preferentially so when AXL is activated by its ligand Gas6. As a consequence, AXL accumulates in cholesterol-rich lipid domains, where OPCML resides. Here, phospho-AXL is brought in proximity to the lipid domain-restricted phosphatase PTPRG, which de-phosphorylates the RTK/ligand complex. This prevents AXL-mediated transactivation of other RTKs (cMET and EGFR), thereby inhibiting sustained phospho-ERK signalling, induction of the EMT transcription factor Slug, cell migration and invasion. From a translational perspective, we show that OPCML enhances the effect of the phase II AXL inhibitor R428 in vitro and in vivo We therefore identify a novel mechanism by which two spatially restricted tumour suppressors, OPCML and PTPRG, coordinate to repress AXL-dependent oncogenic signalling.
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Affiliation(s)
- Jane Antony
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK.,Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.,NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore, Singapore
| | - Elisa Zanini
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Zoe Kelly
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Tuan Zea Tan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Evdoxia Karali
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Mohammad Alomary
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Youngrock Jung
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Katherine Nixon
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Paula Cunnea
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Christina Fotopoulou
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Andrew Paterson
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Sushmita Roy-Nawathe
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
| | - Gordon B Mills
- Division of Basic Science Research, Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ruby Yun-Ju Huang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.,Department of Obstetrics and Gynecology, National University Health System, Singapore, Singapore
| | - Jean Paul Thiery
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore.,Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore, Singapore.,Department of Biochemistry, National University of Singapore, Singapore, Singapore
| | - Hani Gabra
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK .,Early Clinical Development, IMED Biotech Unit, AstraZeneca, Cambridge, UK
| | - Chiara Recchi
- Department of Surgery and Cancer, Ovarian Cancer Action Research Centre, Imperial College London, London, UK
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24
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Rampogu S, Son M, Baek A, Park C, Rana RM, Zeb A, Parameswaran S, Lee KW. Targeting natural compounds against HER2 kinase domain as potential anticancer drugs applying pharmacophore based molecular modelling approaches. Comput Biol Chem 2018; 74:327-338. [PMID: 29702367 DOI: 10.1016/j.compbiolchem.2018.04.002] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 04/02/2018] [Accepted: 04/04/2018] [Indexed: 01/29/2023]
Abstract
Human epidermal growth factor receptors are implicated in several types of cancers characterized by aberrant signal transduction. This family comprises of EGFR (ErbB1), HER2 (ErbB2, HER2/neu), HER3 (ErbB3), and HER4 (ErbB4). Amongst them, HER2 is associated with breast cancer and is one of the most valuable targets in addressing the breast cancer incidences. For the current investigation, we have performed 3D-QSAR based pharmacophore search for the identification of potential inhibitors against the kinase domain of HER2 protein. Correspondingly, a pharmacophore model, Hypo1, with four features was generated and was validated employing Fischer's randomization, test set method and the decoy test method. The validated pharmacophore was allowed to screen the colossal natural compounds database (UNPD). Subsequently, the identified 33 compounds were docked into the proteins active site along with the reference after subjecting them to ADMET and Lipinski's Rule of Five (RoF) employing the CDOCKER implemented on the Discovery Studio. The compounds that have displayed higher dock scores than the reference compound were scrutinized for interactions with the key residues and were escalated to MD simulations. Additionally, molecular dynamics simulations performed by GROMACS have rendered stable root mean square deviation values, radius of gyration and potential energy values. Eventually, based upon the molecular dock score, interactions between the ligands and the active site residues and the stable MD results, the number of Hits was culled to two identifying Hit1 and Hit2 has potential leads against HER2 breast cancers.
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Affiliation(s)
- Shailima Rampogu
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea
| | - Minky Son
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea
| | - Ayoung Baek
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea
| | - Chanin Park
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea
| | - Rabia Mukthar Rana
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea
| | - Amir Zeb
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea
| | - Saravanan Parameswaran
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea
| | - Keun Woo Lee
- Division of Applied Life Science (BK21 Plus), Plant Molecular Biology and Biotechnology Research Center (PMBBRC), Systems and Synthetic Agrobiotech Center (SSAC), Research Institute of Natural Science (RINS), Gyeongsang National University (GNU), 501 Jinju-daero, Jinju 52828, Republic of Korea.
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