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Wang Y, Duval AJ, Adli M, Matei D. Biology-driven therapy advances in high-grade serous ovarian cancer. J Clin Invest 2024; 134:e174013. [PMID: 38165032 PMCID: PMC10760962 DOI: 10.1172/jci174013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Abstract
Following a period of slow progress, the completion of genome sequencing and the paradigm shift relative to the cell of origin for high grade serous ovarian cancer (HGSOC) led to a new perspective on the biology and therapeutic solutions for this deadly cancer. Experimental models were revisited to address old questions, and improved tools were generated. Additional pathways emerging as drivers of ovarian tumorigenesis and key dependencies for therapeutic targeting, in particular, VEGF-driven angiogenesis and homologous recombination deficiency, were discovered. Molecular profiling of histological subtypes of ovarian cancer defined distinct genetic events for each entity, enabling the first attempts toward personalized treatment. Armed with this knowledge, HGSOC treatment was revised to include new agents. Among them, PARP inhibitors (PARPis) were shown to induce unprecedented improvement in clinical benefit for selected subsets of patients. Research on mechanisms of resistance to PARPis is beginning to discover vulnerabilities and point to new treatment possibilities. This Review highlights these advances, the remaining challenges, and unsolved problems in the field.
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Affiliation(s)
- Yinu Wang
- Department of Obstetrics and Gynecology and
| | - Alexander James Duval
- Department of Obstetrics and Gynecology and
- Driskill Graduate Program, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Mazhar Adli
- Department of Obstetrics and Gynecology and
- Robert H. Lurie Comprehensive Cancer Center, Chicago, Illinois, USA
| | - Daniela Matei
- Department of Obstetrics and Gynecology and
- Robert H. Lurie Comprehensive Cancer Center, Chicago, Illinois, USA
- Jesse Brown Veteran Affairs Medical Center, Chicago, Illinois, USA
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2
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Padwal MK, Basu S, Basu B. Application of Machine Learning in Predicting Hepatic Metastasis or Primary Site in Gastroenteropancreatic Neuroendocrine Tumors. Curr Oncol 2023; 30:9244-9261. [PMID: 37887568 PMCID: PMC10605255 DOI: 10.3390/curroncol30100668] [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: 09/05/2023] [Revised: 10/16/2023] [Accepted: 10/16/2023] [Indexed: 10/28/2023] Open
Abstract
Gastroenteropancreatic neuroendocrine tumors (GEP-NETs) account for 80% of gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs). GEP-NETs are well-differentiated tumors, highly heterogeneous in biology and origin, and are often diagnosed at the metastatic stage. Diagnosis is commonly through clinical symptoms, histopathology, and PET-CT imaging, while molecular markers for metastasis and the primary site are unknown. Here, we report the identification of multi-gene signatures for hepatic metastasis and primary sites through analyses on RNA-SEQ datasets of pancreatic and small intestinal NETs tissue samples. Relevant gene features, identified from the normalized RNA-SEQ data using the mRMRe algorithm, were used to develop seven Machine Learning models (LDA, RF, CART, k-NN, SVM, XGBOOST, GBM). Two multi-gene random forest (RF) models classified primary and metastatic samples with 100% accuracy in training and test cohorts and >90% accuracy in an independent validation cohort. Similarly, three multi-gene RF models identified the pancreas or small intestine as the primary site with 100% accuracy in training and test cohorts, and >95% accuracy in an independent cohort. Multi-label models for concurrent prediction of hepatic metastasis and primary site returned >98.42% and >87.42% accuracies on training and test cohorts, respectively. A robust molecular signature to predict liver metastasis or the primary site for GEP-NETs is reported for the first time and could complement the clinical management of GEP-NETs.
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Affiliation(s)
- Mahesh Kumar Padwal
- Molecular Biology Division, Bhabha Atomic Research Centre, Mumbai 400085, India;
- Homi Bhabha National Institute, Mumbai 400094, India;
| | - Sandip Basu
- Homi Bhabha National Institute, Mumbai 400094, India;
- Radiation Medicine Centre, Bhabha Atomic Research Centre, Tata Memorial Hospital Annexe, Mumbai 400012, India
| | - Bhakti Basu
- Molecular Biology Division, Bhabha Atomic Research Centre, Mumbai 400085, India;
- Homi Bhabha National Institute, Mumbai 400094, India;
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Zhang C, Sheng Y, Sun X, Wang Y. New insights for gynecological cancer therapies: from molecular mechanisms and clinical evidence to future directions. Cancer Metastasis Rev 2023; 42:891-925. [PMID: 37368179 PMCID: PMC10584725 DOI: 10.1007/s10555-023-10113-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 05/22/2023] [Indexed: 06/28/2023]
Abstract
Advanced and recurrent gynecological cancers lack effective treatment and have poor prognosis. Besides, there is urgent need for conservative treatment for fertility protection of young patients. Therefore, continued efforts are needed to further define underlying therapeutic targets and explore novel targeted strategies. Considerable advancements have been made with new insights into molecular mechanisms on cancer progression and breakthroughs in novel treatment strategies. Herein, we review the research that holds unique novelty and potential translational power to alter the current landscape of gynecological cancers and improve effective treatments. We outline the advent of promising therapies with their targeted biomolecules, including hormone receptor-targeted agents, inhibitors targeting epigenetic regulators, antiangiogenic agents, inhibitors of abnormal signaling pathways, poly (ADP-ribose) polymerase (PARP) inhibitors, agents targeting immune-suppressive regulators, and repurposed existing drugs. We particularly highlight clinical evidence and trace the ongoing clinical trials to investigate the translational value. Taken together, we conduct a thorough review on emerging agents for gynecological cancer treatment and further discuss their potential challenges and future opportunities.
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Affiliation(s)
- Chunxue Zhang
- Department of Gynecologic Oncology, The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200030 People’s Republic of China
- Shanghai Municipal Key Clinical Specialty, Female Tumor Reproductive Specialty, Shanghai, China
- Shanghai Key Laboratory of Embryo Original Disease, Shanghai, China
| | - Yaru Sheng
- Department of Gynecologic Oncology, The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200030 People’s Republic of China
- Shanghai Municipal Key Clinical Specialty, Female Tumor Reproductive Specialty, Shanghai, China
- Shanghai Key Laboratory of Embryo Original Disease, Shanghai, China
| | - Xiao Sun
- Department of Gynecologic Oncology, The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200030 People’s Republic of China
- Shanghai Municipal Key Clinical Specialty, Female Tumor Reproductive Specialty, Shanghai, China
- Shanghai Key Laboratory of Embryo Original Disease, Shanghai, China
| | - Yudong Wang
- Department of Gynecologic Oncology, The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200030 People’s Republic of China
- Shanghai Municipal Key Clinical Specialty, Female Tumor Reproductive Specialty, Shanghai, China
- Shanghai Key Laboratory of Embryo Original Disease, Shanghai, China
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Baldi S, He Y, Ivanov I, Khamgan H, Safi M, Alradhi M, Shopit A, Al-Danakh A, Al-Nusaif M, Gao Y, Tian H. Aberrantly hypermethylated ARID1B is a novel biomarker and potential therapeutic target of colon adenocarcinoma. Front Genet 2022; 13:914354. [PMID: 36313455 PMCID: PMC9614077 DOI: 10.3389/fgene.2022.914354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/21/2022] [Indexed: 11/18/2022] Open
Abstract
Background and Objective: Understanding the tumor microenvironment (TME) and immune cell infiltration (ICI) may help guide immunotherapy efforts for colon cancer (COAD). However, whether ARID1B is truly regulated by hypermethylation or linked to immune infiltration remains unknown. The current work focused on the ARID1B gene expression and methylation in COAD, as well as its relation with ICI. Methods and Results: Multiple tools based on TCGA were used to analyze the differences in the expression of the ARID1B gene, DNA methylation, and its association with various clinicopathological features, somatic mutations, copy number variation, and the prognosis of patients with COAD. According to the analysis results, patients with high mRNA, low methylation levels showed better overall survival than patients with low mRNA, high methylation levels. The correlation analysis of immune cell infiltration and immune checkpoint gene expression showed that the infiltration rates of the main ICI subtypes, cancer-associated fibroblast, and myeloid cells were significantly enriched and correlated with ARID1B in COAD. An association between ARID1B expression and immune infiltration in COAD was found by correlating ICI indicators with ARID1B expression in the immune cell composition of the COAD microenvironment. Notably, M2 chemokines were related to ARID1B expression, while M1 chemokines were not. Conclusion: This study provided evidence that ARID1B may have a role in the pathogenesis of COAD. The specific underlying mechanisms that could be responsible for ARID1B’s downregulation in COAD will need to be investigated in the future.
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Affiliation(s)
- Salem Baldi
- Research Center of Molecular Diagnostics and Sequencing, Axbio Biotechnology (Shenzhen) Co.,Ltd, Shenzhen, Guangdong, China
- *Correspondence: Salem Baldi, ; Yaping Gao, ; Hui Tian,
| | - Yun He
- Research Center of Molecular Diagnostics and Sequencing, Axbio Biotechnology (Shenzhen) Co.,Ltd, Shenzhen, Guangdong, China
| | - Igor Ivanov
- Research Center of Molecular Diagnostics and Sequencing, Axbio Biotechnology (Shenzhen) Co.,Ltd, Shenzhen, Guangdong, China
| | - Hassan Khamgan
- Department of Molecular Diagnostics and Therapeutics, Genetic Engineering and Biotechnology Research Institute, University of Sadat City, Sadat, Egypt
| | - Mohammed Safi
- Department of respiratory, Shandong Second Provincial General Hospital, Shandong University, Jinan, China
| | - Mohammed Alradhi
- Department of Urology, The Affiliated Hospital of Qingdao Binhai University, Qingdao, China
| | - Abdullah Shopit
- Academic Integrated Medicine and Collage of Pharmacy, School of Pharmacy, Department of Pharmacology, Dalian Medical University, Dalian, China
| | - Abdullah Al-Danakh
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Murad Al-Nusaif
- Center for Clinical Research on Neurological Diseases, First Affiliated Hospital, Dalian Medical University, Dalian, China
| | - Yaping Gao
- Research Center of Molecular Diagnostics and Sequencing, Research Institute of Tsinghua University in Shenzhen, Shenzhen, Guangdong, China
- *Correspondence: Salem Baldi, ; Yaping Gao, ; Hui Tian,
| | - Hui Tian
- Research Center of Molecular Diagnostics and Sequencing, Axbio Biotechnology (Shenzhen) Co.,Ltd, Shenzhen, Guangdong, China
- *Correspondence: Salem Baldi, ; Yaping Gao, ; Hui Tian,
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Lu H, Liu Y, Wang J, Fu S, Wang L, Huang C, Li J, Xie L, Wang D, Li D, Zhou H, Rao Q. Detection of ovarian cancer using plasma cell-free DNA methylomes. Clin Epigenetics 2022; 14:74. [PMID: 35681212 PMCID: PMC9185905 DOI: 10.1186/s13148-022-01285-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 05/09/2022] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Ovarian cancer (OC) is a highly lethal gynecologic cancer, and it is hard to diagnose at an early stage. Clinically, there are no ovarian cancer-specific markers for early detection. Here, we demonstrate the use of cell-free DNA (cfDNA) methylomes to detect ovarian cancer, especially the early-stage OC. EXPERIMENTAL DESIGN Plasma from 74 epithelial ovarian cancer patients, 86 healthy volunteers, and 20 patients with benign pelvic masses was collected. The cfDNA methylomes of these samples were generated by cell-free methylated DNA immunoprecipitation and high-throughput sequencing (cfMeDIP-seq). The differentially methylated regions (DMRs) were identified by the contrasts between tumor and non-tumor groups, and the discrimination performance was evaluated with the iterative training and testing method. RESULTS The DMRs identified for cfDNA methylomes can well discriminate tumor groups and non-tumor groups (ROC values from 0.86 to 0.98). The late-stage top 300 DMRs are more late-stage-specific and failed to detect early-stage OC. However, the early-stage markers have the potential to discriminate all-stage OCs from non-tumor samples. CONCLUSIONS This study demonstrates that cfDNA methylomes generated with cfMeDIP-seq could be used to identify OC-specific biomarkers for OC, especially early OC detection. To detect early-stage OC, the biomarkers should be directly identified from early OC plasma samples rather than mix-stage ones. Further exploration of DMRs from a k larger early-stage OC cohort is warranted.
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Affiliation(s)
- Huaiwu Lu
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yunyun Liu
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jingyu Wang
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Shaliu Fu
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Lingping Wang
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Chunxian Huang
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jing Li
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Lingling Xie
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Dongyan Wang
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Dan Li
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Hui Zhou
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China.
| | - Qunxian Rao
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China.
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Shojaeian S, Moazeni-Roodi A, Allameh A, Garajei A, Kazemnejad A, Kabir K, Zarnani AH. Methylation of TGM-3 Promoter and Its Association with Oral Squamous Cell Carcinoma (OSCC). Avicenna J Med Biotechnol 2021; 13:65-73. [PMID: 34012521 PMCID: PMC8112137 DOI: 10.18502/ajmb.v13i2.5523] [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] [Indexed: 12/04/2022] Open
Abstract
Background: Oral Squamous Cell Carcinoma (OSCC) is among the ten most common cancers worldwide. Hypermethylation of CpG sites in the promoter region and subsequent down-regulation of a tumor suppressor gene, TGM-3 has been proposed to be linked to different types of human cancers including OSCC. In this study, methylation status of CpG sites in the promoter region of TGM-3 has been evaluated in a cohort of patients with OSCC compared to normal controls. Methods: Forty fresh tissue samples were obtained from newly diagnosed OSCC patients and normal individuals referred to dentistry clinic for tooth extraction. DNA was extracted, bisulfite conversion was performed and it was subjected to PCR using bisulfite-sequencing PCR (BSP) primers. Prepared samples were sequenced on a DNA analyzer with both forward and reverse primers of the region of interest. The peak height values of cytosine and thymine were calculated and methylation levels for each CpG site within the DNA sequence was quantified. Results: Quantitative DNA methylation analyses in CpG islands revealed that it was significantly higher in OSCC patients compared to controls. DNA methylation at CpG1/CpG3/CpG5 (p=0.004–0.01) and CpG1/CpG3 (p=0.001–0.019) sites was associated with tumor stage and grade, respectively. Male OSCC patients had higher methylation rate at CpG3 (p=0.032), while smoker patients showed higher methylation rate at CpG6 (p=0.045). Conclusion: These results manifested the contribution of DNA methylation of TGM-3 in OSCC and its potential association with clinico-pathologic parameters in OSCC.
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Affiliation(s)
- Sorour Shojaeian
- Department of Biochemistry, Alborz University of Medical Sciences, Karaj, Iran
| | | | - Abdolamir Allameh
- Department of Clinical Biochemistry, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Ata Garajei
- Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, Tehran University of Medical Sciences, Tehran, Iran.,Department of Head and Neck Surgical Oncology and Reconstructive Surgery, The Cancer Institute, Faculty of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Anoshirvan Kazemnejad
- Department of Bio-statistics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Kourosh Kabir
- Department of Community Medicine, Alborz University of Medical Sciences, Karaj, Iran
| | - Amir-Hassan Zarnani
- Department of Immunology, Faculty of Public Health, Tehran University of Medical Sciences, Tehran, Iran.,Reproductive Immunology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
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7
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Matei D, Nephew KP. Epigenetic Attire in Ovarian Cancer: The Emperor's New Clothes. Cancer Res 2020; 80:3775-3785. [PMID: 32381656 PMCID: PMC7501210 DOI: 10.1158/0008-5472.can-19-3837] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 04/01/2020] [Accepted: 05/04/2020] [Indexed: 12/15/2022]
Abstract
Ovarian cancer is an aggressive epithelial tumor that remains a major cause of cancer morbidity and mortality in women. Epigenetic alterations including DNA methylation and histone modifications are being characterized in ovarian cancer and have been functionally linked to processes involved in tumor initiation, chemotherapy resistance, cancer stem cell survival, and tumor metastasis. The epigenetic traits of cancer cells and of associated tumor microenvironment components have been shown to promote an immunosuppressive tumor milieu. However, DNA methylation and histone modifications are reversible, and therapies targeting the epigenome have been implicated in potential reinvigoration of the antitumor immunity. In this review, we provide an overview specifically of DNA methylation and histone modifications as "clothes of the ovarian cancer genome" in relationship to their functional effects and highlight recent developments in the field. We also address the clinical implications of therapeutic strategies to remove or alter specific articles of genomic "clothing" and restore normal cellular function. As the clothes of the genome continue to be deciphered, we envision that the epigenome will become an important therapeutic target for cancer.
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Affiliation(s)
- Daniela Matei
- Department of Obstetrics and Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
- Robert H Lurie Comprehensive Cancer Center, Chicago, Illinois
- Jesse Brown VA Medical Center, Chicago, Illinois
| | - Kenneth P Nephew
- Medical Sciences, Indiana University School of Medicine, Bloomington, Indiana.
- Department of Anatomy, Cell Biology and Physiology; Department of Obstetrics and Gynecology, Indiana University School of Medicine, Indianapolis, Indiana
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana
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Ovarian Cancer, Cancer Stem Cells and Current Treatment Strategies: A Potential Role of Magmas in the Current Treatment Methods. Cells 2020; 9:cells9030719. [PMID: 32183385 PMCID: PMC7140629 DOI: 10.3390/cells9030719] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 03/01/2020] [Accepted: 03/06/2020] [Indexed: 12/18/2022] Open
Abstract
Epithelial ovarian cancer (EOC) constitutes 90% of ovarian cancers (OC) and is the eighth most common cause of cancer-related death in women. The cancer histologically and genetically is very complex having a high degree of tumour heterogeneity. The pathogenic variability in OC causes significant impediments in effectively treating patients, resulting in a dismal prognosis. Disease progression is predominantly influenced by the peritoneal tumour microenvironment rather than properties of the tumor and is the major contributor to prognosis. Standard treatment of OC patients consists of debulking surgery, followed by chemotherapy, which in most cases end in recurrent chemoresistant disease. This review discusses the different origins of high-grade serous ovarian cancer (HGSOC), the major sub-type of EOC. Tumour heterogeneity, genetic/epigenetic changes, and cancer stem cells (CSC) in facilitating HGSOC progression and their contribution in the circumvention of therapy treatments are included. Several new treatment strategies are discussed including our preliminary proof of concept study describing the role of mitochondria-associated granulocyte macrophage colony-stimulating factor signaling protein (Magmas) in HGSOC and its unique potential role in chemotherapy-resistant disease.
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Oza AM, Matulonis UA, Alvarez Secord A, Nemunaitis J, Roman LD, Blagden SP, Banerjee S, McGuire WP, Ghamande S, Birrer MJ, Fleming GF, Markham MJ, Hirte HW, Provencher DM, Basu B, Kristeleit R, Armstrong DK, Schwartz B, Braly P, Hall GD, Nephew KP, Jueliger S, Oganesian A, Naim S, Hao Y, Keer H, Azab M, Matei D. A Randomized Phase II Trial of Epigenetic Priming with Guadecitabine and Carboplatin in Platinum-resistant, Recurrent Ovarian Cancer. Clin Cancer Res 2019; 26:1009-1016. [PMID: 31831561 DOI: 10.1158/1078-0432.ccr-19-1638] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 09/16/2019] [Accepted: 12/05/2019] [Indexed: 01/12/2023]
Abstract
PURPOSE Platinum resistance in ovarian cancer is associated with epigenetic modifications. Hypomethylating agents (HMA) have been studied as carboplatin resensitizing agents in ovarian cancer. This randomized phase II trial compared guadecitabine, a second-generation HMA, and carboplatin (G+C) against second-line chemotherapy in women with measurable or detectable platinum-resistant ovarian cancer. PATIENTS AND METHODS Patients received either G+C (guadecitabine 30 mg/m2 s.c. once-daily for 5 days and carboplatin) or treatment of choice (TC; topotecan, pegylated liposomal doxorubicin, paclitaxel, or gemcitabine) in 28-day cycles until progression or unacceptable toxicity. The primary endpoint was progression-free survival (PFS); secondary endpoints were RECIST v1.1 and CA-125 response rate, 6-month PFS, and overall survival (OS). RESULTS Of 100 patients treated, 51 received G+C and 49 received TC, of which 27 crossed over to G+C. The study did not meet its primary endpoint as the median PFS was not statistically different between arms (16.3 weeks vs. 9.1 weeks in the G+C and TC groups, respectively; P = 0.07). However, the 6-month PFS rate was significantly higher in the G+C group (37% vs. 11% in TC group; P = 0.003). The incidence of grade 3 or higher toxicity was similar in G+C and TC groups (51% and 49%, respectively), with neutropenia and leukopenia being more frequent in the G+C group. CONCLUSIONS Although this trial did not show superiority for PFS of G+C versus TC, the 6-month PFS increased in G+C treated patients. Further refinement of this strategy should focus on identification of predictive markers for patient selection.
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Affiliation(s)
- Amit M Oza
- Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto Canada
| | | | | | - John Nemunaitis
- University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | - Lynda D Roman
- USC Norris Comprehensive Cancer Center, Los Angeles, California
| | | | | | | | - Sharad Ghamande
- Augusta University (Georgia Regents University), Augusta, Georgia
| | | | | | | | | | - Diane M Provencher
- Centre Hospitalier de l'Université de Montréal, Université de Montréal, Montréal, Canada
| | - Bristi Basu
- Department of Oncology, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | | | | | | | | | - Geoff D Hall
- St James University Hospital, Leeds, United Kingdom
| | - Kenneth P Nephew
- Indiana University School of Medicine, IU Simon Cancer Center, Bloomington, Indiana
| | | | | | - Sue Naim
- Astex Pharmaceuticals Inc., Pleasanton, California
| | - Yong Hao
- Astex Pharmaceuticals Inc., Pleasanton, California
| | - Harold Keer
- Astex Pharmaceuticals Inc., Pleasanton, California
| | | | - Daniela Matei
- Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Dunbar F, Xu H, Ryu D, Ghosh S, Shi H, George V. Detection of Differentially Methylated Regions Using Bayes Factor for Ordinal Group Responses. Genes (Basel) 2019; 10:genes10090721. [PMID: 31533352 PMCID: PMC6770971 DOI: 10.3390/genes10090721] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 09/11/2019] [Accepted: 09/15/2019] [Indexed: 11/16/2022] Open
Abstract
Researchers in genomics are increasingly interested in epigenetic factors such as DNA methylation, because they play an important role in regulating gene expression without changes in the DNA sequence. There have been significant advances in developing statistical methods to detect differentially methylated regions (DMRs) associated with binary disease status. Most of these methods are being developed for detecting differential methylation rates between cases and controls. We consider multiple severity levels of disease, and develop a Bayesian statistical method to detect the region with increasing (or decreasing) methylation rates as the disease severity increases. Patients are classified into more than two groups, based on the disease severity (e.g., stages of cancer), and DMRs are detected by using moving windows along the genome. Within each window, the Bayes factor is calculated to test the hypothesis of monotonic increase in methylation rates corresponding to severity of the disease versus no difference. A mixed-effect model is used to incorporate the correlation of methylation rates of nearby CpG sites in the region. Results from extensive simulation indicate that our proposed method is statistically valid and reasonably powerful. We demonstrate our approach on a bisulfite sequencing dataset from a chronic lymphocytic leukemia (CLL) study.
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Affiliation(s)
- Fengjiao Dunbar
- Genomics Research Center, AbbVie, North Chicago, IL 60064, USA.
| | - Hongyan Xu
- Department of Population Health Sciences, Augusta University, Augusta, GA 30912, USA.
| | - Duchwan Ryu
- Department of Statistics and Actuarial Science, Northern Illinois University, DeKalb, IL 60178, USA.
| | - Santu Ghosh
- Department of Population Health Sciences, Augusta University, Augusta, GA 30912, USA.
| | - Huidong Shi
- Georgia Cancer Center, Augusta University, Augusta, GA 30912, USA.
| | - Varghese George
- Department of Population Health Sciences, Augusta University, Augusta, GA 30912, USA.
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11
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Matei D, Ghamande S, Roman L, Alvarez Secord A, Nemunaitis J, Markham MJ, Nephew KP, Jueliger S, Oganesian A, Naim S, Su XY, Keer H, Azab M, Fleming GF. A Phase I Clinical Trial of Guadecitabine and Carboplatin in Platinum-Resistant, Recurrent Ovarian Cancer: Clinical, Pharmacokinetic, and Pharmacodynamic Analyses. Clin Cancer Res 2018; 24:2285-2293. [PMID: 29500276 DOI: 10.1158/1078-0432.ccr-17-3055] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Revised: 01/11/2018] [Accepted: 02/27/2018] [Indexed: 12/19/2022]
Abstract
Purpose: Epigenetic changes are implicated in acquired resistance to platinum. Guadecitabine is a next-generation hypomethylating agent (HMA). Here, we report the clinical results, along with pharmacokinetic (PK) and pharmacodynamic analyses of the phase I study of guadecitabine and carboplatin in patients with recurrent, platinum-resistant high-grade serous ovarian cancer, primary peritoneal carcinoma (PPC), or fallopian tube cancer (FTC).Experimental Design: Guadecitabine was administered once daily on days 1 to 5 followed by carboplatin i.v. on day 8 of a 28-day cycle. Patients had either measurable or detectable disease. Safety assessments used CTCAE v4.Results: Twenty patients were enrolled and treated. Median age was 56 years (38-72 years). The median number of prior regimens was 7 (1-14). In the first cohort (N = 6), the starting doses were guadecitabine 45 mg/m2 and carboplatin AUC5. Four patients experienced dose-limiting toxicity (DLT; neutropenia and thrombocytopenia), leading to dose deescalation of guadecitabine to 30 mg/m2 and of carboplatin to AUC4. No DLTs were observed in the subsequent 14 patients. Grade ≥3 adverse events ≥10% were neutropenia, leukopenia, anemia, nausea, vomiting, ascites, constipation, hypokalemia, pulmonary embolism, small-intestinal obstruction, and thrombocytopenia. Three patients had a partial response (PR), and 6 patients had stable disease (SD) >3 months, for an overall response rate (ORR) and clinical benefit rate of 15% and 45%, respectively. LINE-1 demethylation in PBMCs and promoter demethylation/gene reexpression in paired tumor biopsies/ascites were recorded.Conclusions: Guadecitabine and carboplatin were tolerated and induced clinical responses in a heavily pretreated platinum-resistant ovarian cancer population, supporting a subsequent randomized phase II trial. Clin Cancer Res; 24(10); 2285-93. ©2018 AACR.
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Affiliation(s)
- Daniela Matei
- Northwestern University Feinberg School of Medicine, Chicago, Illinois.
| | - Sharad Ghamande
- Georgia Cancer Center at Augusta University, Augusta, Georgia
| | - Lynda Roman
- USC Norris Comprehensive Cancer Center, Los Angeles, California
| | - Angeles Alvarez Secord
- Department of Obstetrics and Gynecology, Duke Cancer Institute, Division of Gynecologic Oncology, Durham, North Carolina
| | - John Nemunaitis
- University of Toledo College of Medicine and Life Sciences, Toledo, Ohio
| | | | | | | | | | - Sue Naim
- Astex Pharmaceuticals Inc., Pleasanton, California
| | - Xiang Yao Su
- Astex Pharmaceuticals Inc., Pleasanton, California
| | - Harold Keer
- Astex Pharmaceuticals Inc., Pleasanton, California
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12
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Wu D, Yang H, Winham SJ, Natanzon Y, Koestler DC, Luo T, Fridley BL, Goode EL, Zhang Y, Cui Y. Mediation analysis of alcohol consumption, DNA methylation, and epithelial ovarian cancer. J Hum Genet 2018; 63:339-348. [PMID: 29321518 DOI: 10.1038/s10038-017-0385-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 10/23/2017] [Accepted: 10/24/2017] [Indexed: 01/12/2023]
Abstract
Epigenetic factors and consumption of alcohol, which suppresses DNA methylation, may influence the development and progression of epithelial ovarian cancer (EOC). However, there is a lack of understanding whether these factors interact to affect the EOC risk. In this study, we aimed to gain insight into this relationship by identifying leukocyte-derived DNA methylation markers acting as potential mediators of alcohol-associated EOC. We implemented a causal inference test (CIT) and the VanderWeele and Vansteelandt multiple mediator model to examine CpG sites that mediate the association between alcohol consumption and EOC risk. We modified one step of the CIT by adopting a high-dimensional inference procedure. The data were based on 196 cases and 202 age-matched controls from the Mayo Clinic Ovarian Cancer Case-Control Study. Implementation of the CIT test revealed two CpG sites (cg09358725, cg11016563), which represent potential mediators of the relationship between alcohol consumption and EOC case-control status. Implementation of the VanderWeele and Vansteelandt multiple mediator model further revealed that these two CpGs were the key mediators. Decreased methylation at both CpGs was more common in cases who drank alcohol at the time of enrollment vs. those who did not. cg11016563 resides in TRPC6 which has been previously shown to be overexpressed in EOC. These findings suggest two CpGs may serve as novel biomarkers for EOC susceptibility.
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Affiliation(s)
- Dongyan Wu
- Division of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, 030001, China.,Department of Medical Affairs, Yanqing Hospital of Peking University Third Hospital, Beijing, 102100, China
| | - Haitao Yang
- Division of Health Statistics, School of Public Health, Hebei Medical University, Shijiazhuang, 050017, China
| | - Stacey J Winham
- Department of Health Sciences Research, College of Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Yanina Natanzon
- Department of Health Sciences Research, College of Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Devin C Koestler
- Department of Biostatistics, The University of Kansas Medical center, Kansas City, KS, 66160, USA
| | - Tiane Luo
- Division of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, 030001, China
| | - Brooke L Fridley
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA
| | - Ellen L Goode
- Department of Health Sciences Research, College of Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Yanbo Zhang
- Division of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, 030001, China
| | - Yuehua Cui
- Division of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, 030001, China. .,Department of Statistics and Probability, Michigan State University, East Lansing, MI, 48824, USA.
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13
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Fang F, Cardenas H, Huang H, Jiang G, Perkins SM, Zhang C, Keer HN, Liu Y, Nephew KP, Matei D. Genomic and Epigenomic Signatures in Ovarian Cancer Associated with Resensitization to Platinum Drugs. Cancer Res 2017; 78:631-644. [PMID: 29229600 DOI: 10.1158/0008-5472.can-17-1492] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 09/13/2017] [Accepted: 11/30/2017] [Indexed: 11/16/2022]
Abstract
DNA methylation aberrations have been implicated in acquired resistance to platinum drugs in ovarian cancer. In this study, we elucidated an epigenetic signature associated with platinum drug resensitization that may offer utility in predicting the outcomes of patients who are coadministered a DNA methyltransferase inhibitor. The ovarian cancer specimens we analyzed were derived from a recent clinical trial that compared the responses of patients with recurrent platinum-resistant ovarian cancer who received carboplatin plus the DNA methyltransferase inhibitor guadecitabine or a standard-of-care chemotherapy regimen selected by the treating physician. Tumor biopsies or malignant ascites were collected from patients before treatment (day 1, cycle 1) or after treatment (after 2 cycles) for epigenomic and transcriptomic profiling using the Infinium HumanMethylation450 BeadChip (HM450). We defined 94 gene promoters that were hypomethylated significantly by guadecitabine, with 1,659 genes differentially expressed in pretreatment versus posttreatment tumors. Pathway analysis revealed that the experimental regimen significantly altered immune reactivation and DNA repair pathways. Progression-free survival correlated with baseline expression levels of 1,155 genes involved in 25 networks. In functional investigations in ovarian cancer cells, engineered upregulation of certain signature genes silenced by promoter methylation (DOK2, miR-193a, and others) restored platinum drug sensitivity. Overall, our findings illuminate how inhibiting DNA methylation can sensitize ovarian cancer cells to platinum drugs, in large part by altering gene expression patterns related to DNA repair and immune activation, with implications for improving the personalized care and survival outcomes of ovarian cancer patients.Significance: Epigenomic targeting may improve therapeutic outcomes in platinum-resistant and recurrent ovarian cancer in part by effects on DNA repair and antitumor immune responses. Cancer Res; 78(3); 631-44. ©2017 AACR.
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Affiliation(s)
- Fang Fang
- Medical Sciences, School of Medicine, Indiana University, Bloomington, Indiana
| | - Horacio Cardenas
- Division of Gynecologic Oncology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Hao Huang
- Division of Gynecologic Oncology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Guanglong Jiang
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana.,Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Susan M Perkins
- Department of Biostatistics, Indiana University, Indianapolis, Indiana
| | - Chi Zhang
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana.,Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana
| | | | - Yunlong Liu
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, Indiana.,Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Kenneth P Nephew
- Medical Sciences, School of Medicine, Indiana University, Bloomington, Indiana. .,Melvin and Bren Simon Cancer Center, Indiana University, Indianapolis, Indiana.,Department of Cellular and Integrative Physiology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Daniela Matei
- Division of Gynecologic Oncology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois. .,Robert H Lurie Comprehensive Cancer Center, Chicago, Illinois.,Jesse Brown VA Medical Center, Chicago, Illinois
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14
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Sheta R, Wang ZQ, Bachvarova M, Plante M, Gregoire J, Renaud MC, Sebastianelli A, Gobeil S, Morin C, Macdonald E, Vanderhyden B, Bachvarov D. Hic-5 regulates epithelial to mesenchymal transition in ovarian cancer cells in a TGFβ1-independent manner. Oncotarget 2017; 8:82506-82530. [PMID: 29137281 PMCID: PMC5669907 DOI: 10.18632/oncotarget.19714] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 06/17/2017] [Indexed: 01/01/2023] Open
Abstract
The molecular basis of epithelial ovarian cancer (EOC) dissemination is still poorly understood. We have previously identified the hydrogen peroxide-inducible clone-5 (Hic-5) gene as hypomethylated in high-grade (HG) serous EOC tumors, compared to normal ovarian tissues. Hic-5 is a focal adhesion scaffold protein and has been primarily studied for its role as a key mediator of TGF-β–induced epithelial-to-mesenchymal transition (EMT) in epithelial cells of both normal and malignant origin; however, its role in EOC has been never investigated. Here we demonstrate that Hic-5 is overexpressed in advanced EOC, and that Hic-5 is upregulated upon TGFβ1 treatment in the EOC cell line with epithelial morphology (A2780s), associated with EMT induction. However, ectopic expression of Hic-5 in A2780s cells induces EMT independently of TGFβ1, accompanied with enhancement of cellular proliferation rate and migratory/invasive capacity and increased resistance to chemotherapeutic drugs. Moreover, Hic-5 knockdown in the EOC cells with mesenchymal morphology (SKOV3) was accompanied by induction of mesenchymal-to-epithelial transition (MET), followed by a reduction of their proliferative, migratory/invasive capacity, and increased drugs sensitivity in vitro, as well as enhanced tumor cell colonization and metastatic growth in vivo. The modulation of Hic-5 expression in EOC cells resulted in altered regulation of numerous EMT-related canonical pathways and was indicative for a possible role of Hic-5 in controlling EMT through a RhoA/ROCK mediated mechanism. To our knowledge, this is the first report examining the role of Hic-5 in EOC, and its role in maintaining the mesenchymal phenotype of EOC cells independently of exogenous TGFβ1 treatment.
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Affiliation(s)
- Razan Sheta
- Department of Molecular Medicine, Université Laval, Québec, Québec, Canada.,Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada
| | - Zhi-Qiang Wang
- Department of Molecular Medicine, Université Laval, Québec, Québec, Canada.,Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada
| | - Magdalena Bachvarova
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada
| | - Marie Plante
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada.,Department of Obstetrics and Gynecology, Université Laval, Québec, Québec, Canada
| | - Jean Gregoire
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada.,Department of Obstetrics and Gynecology, Université Laval, Québec, Québec, Canada
| | - Marie-Claude Renaud
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada.,Department of Obstetrics and Gynecology, Université Laval, Québec, Québec, Canada
| | - Alexandra Sebastianelli
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada.,Department of Obstetrics and Gynecology, Université Laval, Québec, Québec, Canada
| | - Stephane Gobeil
- Department of Molecular Medicine, Université Laval, Québec, Québec, Canada.,Centre de recherche du CHU de Québec, CHUL, Québec, Québec, Canada
| | - Chantale Morin
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada
| | - Elizabeth Macdonald
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Barbara Vanderhyden
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Dimcho Bachvarov
- Department of Molecular Medicine, Université Laval, Québec, Québec, Canada.,Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec, Québec, Canada
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15
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Tomar T, Alkema NG, Schreuder L, Meersma GJ, de Meyer T, van Criekinge W, Klip HG, Fiegl H, van Nieuwenhuysen E, Vergote I, Widschwendter M, Schuuring E, van der Zee AGJ, de Jong S, Wisman GBA. Methylome analysis of extreme chemoresponsive patients identifies novel markers of platinum sensitivity in high-grade serous ovarian cancer. BMC Med 2017; 15:116. [PMID: 28641578 PMCID: PMC5481993 DOI: 10.1186/s12916-017-0870-0] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 05/06/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Despite an early response to platinum-based chemotherapy in advanced stage high-grade serous ovarian cancer (HGSOC), the majority of patients will relapse with drug-resistant disease. Aberrant epigenetic alterations like DNA methylation are common in HGSOC. Differences in DNA methylation are associated with chemoresponse in these patients. The objective of this study was to identify and validate novel epigenetic markers of chemoresponse using genome-wide analysis of DNA methylation in extreme chemoresponsive HGSOC patients. METHODS Genome-wide next-generation sequencing was performed on methylation-enriched tumor DNA of two HGSOC patient groups with residual disease, extreme responders (≥18 months progression-free survival (PFS), n = 8) and non-responders (≤6 months PFS, n = 10) to platinum-based chemotherapy. DNA methylation and expression data of the same patients were integrated to create a gene list. Genes were validated on an independent cohort of extreme responders (n = 21) and non-responders (n = 31) using pyrosequencing and qRT-PCR. In silico validation was performed using publicly available DNA methylation (n = 91) and expression (n = 208) datasets of unselected advanced stage HGSOC patients. Functional validation of FZD10 on chemosensitivity was carried out in ovarian cancer cell lines using siRNA-mediated silencing. RESULTS Integrated genome-wide methylome and expression analysis identified 45 significantly differentially methylated and expressed genes between two chemoresponse groups. Four genes FZD10, FAM83A, MYO18B, and MKX were successfully validated in an external set of extreme chemoresponsive HGSOC patients. High FZD10 and MKX methylation were related with extreme responders and high FAM83A and MYO18B methylation with non-responders. In publicly available advanced stage HGSOC datasets, FZD10 and MKX methylation levels were associated with PFS. High FZD10 methylation was strongly associated with improved PFS in univariate analysis (hazard ratio (HR) = 0.43; 95% CI, 0.27-0.71; P = 0.001) and multivariate analysis (HR = 0.39; 95% CI, 0.23-0.65; P = 0.003). Consistently, low FZD10 expression was associated with improved PFS (HR = 1.36; 95% CI, 0.99-1.88; P = 0.058). FZD10 silencing caused significant sensitization towards cisplatin treatment in survival assays and apoptosis assays. CONCLUSIONS By applying genome-wide integrated methylome analysis on extreme chemoresponsive HGSOC patients, we identified novel clinically relevant, epigenetically-regulated markers of platinum-sensitivity in HGSOC patients. The clinical potential of these markers in predictive and therapeutic approaches has to be further validated in prospective studies.
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Affiliation(s)
- Tushar Tomar
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Nicolette G Alkema
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Leroy Schreuder
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Gert Jan Meersma
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Tim de Meyer
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - Wim van Criekinge
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - Harry G Klip
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Heidi Fiegl
- Department of Obstetrics and Gynecology, Medical University of Innsbruck, Innsbruck, Austria
| | - Els van Nieuwenhuysen
- Division of Gynecological Oncology, Department of Obstetrics and Gynecology, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Ignace Vergote
- Division of Gynecological Oncology, Department of Obstetrics and Gynecology, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium
| | - Martin Widschwendter
- Department of Women's Cancer, UCL Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK
| | - Ed Schuuring
- Department of Medical Biology and Pathology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Ate G J van der Zee
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Steven de Jong
- Department of Medical Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands.
| | - G Bea A Wisman
- Department of Gynecologic Oncology, Cancer Research Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands.
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16
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Lund RJ, Huhtinen K, Salmi J, Rantala J, Nguyen EV, Moulder R, Goodlett DR, Lahesmaa R, Carpén O. DNA methylation and Transcriptome Changes Associated with Cisplatin Resistance in Ovarian Cancer. Sci Rep 2017; 7:1469. [PMID: 28473707 PMCID: PMC5431431 DOI: 10.1038/s41598-017-01624-4] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Accepted: 03/30/2017] [Indexed: 12/31/2022] Open
Abstract
High-grade serous ovarian cancer is the most common ovarian cancer type. Although the combination of surgery and platinum-taxane chemotherapy provide an effective treatment, drug resistance frequently occurs leading to poor outcome. In order to clarify the molecular mechanisms of drug resistance, the DNA methylation and transcriptomic changes, associated with the development of drug resistance in high-grade serous ovarian cancer, were examined from patient derived malignant ascites cells. In parallel with large-scale transcriptome changes, cisplatin resistance was associated with loss of hypermethylation at several CpG sites primarily localized in the intergenic regions of the genome. The transcriptome and CpG methylome changes in response to cisplatin treatment of both sensitive and resistant cells were minimal, indicating the importance of post-translational mechanisms in regulating death or survival of the cells. The response of resistant cells to high concentrations of cisplatin revealed transcriptomic changes in potential key drivers of drug resistance, such as KLF4. Among the strongest changes was also induction of IL6 in resistant cells and the expression was further increased in response to cisplatin. Also, several other components of IL6 signaling were affected, further supporting previous observations on its importance in malignant transformation and development of drug resistance in ovarian cancer.
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Affiliation(s)
- Riikka J Lund
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland.
| | - Kaisa Huhtinen
- Department of Pathology, Medicity Research Unit, University of Turku and Turku University Hospital, Turku, Finland
| | - Jussi Salmi
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - Juha Rantala
- Department of Pathology, Medicity Research Unit, University of Turku and Turku University Hospital, Turku, Finland
| | - Elizabeth V Nguyen
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - Robert Moulder
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - David R Goodlett
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
- Department of Pharmaceutical Sciences, University of Maryland, Baltimore, MD, USA
| | - Riitta Lahesmaa
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - Olli Carpén
- Department of Pathology, Medicity Research Unit, University of Turku and Turku University Hospital, Turku, Finland.
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17
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Epigenetic therapy for the treatment of epithelial ovarian cancer: A clinical review. Gynecol Oncol Rep 2017; 20:81-86. [PMID: 28378010 PMCID: PMC5369329 DOI: 10.1016/j.gore.2017.03.007] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 03/11/2017] [Indexed: 02/06/2023] Open
Abstract
Despite a good initial response to chemotherapy, the majority of patients with epithelial ovarian cancer will eventually recur and die of their disease. The introduction of targeted therapies to traditional chemotherapy regimens has done little to improve overall survival in women with ovarian cancer. It has become increasingly apparent that the cancer epigenome contributes significantly to the pathogenesis of ovarian cancer and may play an important role in cell proliferation, metastasis, chemoresistance, and immune tolerance. Epigenetic therapies such as DNA methyltransferase inhibitors and histone deacetylase inhibitors have the potential to reverse these epigenetic changes; however, more research is needed to determine how to incorporate these agents into clinical practice. In this review, we discuss the common epigenetic changes that occur in epithelial ovarian cancer, the current epigenetic therapies that may target these changes, and the clinical experience with epigenetic therapy for the treatment of epithelial ovarian cancer. Epigenetic changes are important in the pathogenesis of ovarian cancer. Histone modification and DNA methylation are the most common epigenetic changes. Targeting the epigenome in ovarian cancer may improve response to other therapies.
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18
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Faddaoui A, Sheta R, Bachvarova M, Plante M, Gregoire J, Renaud MC, Sebastianelli A, Gobeil S, Morin C, Ghani K, Bachvarov D. Suppression of the grainyhead transcription factor 2 gene (GRHL2) inhibits the proliferation, migration, invasion and mediates cell cycle arrest of ovarian cancer cells. Cell Cycle 2017; 16:693-706. [PMID: 28278050 DOI: 10.1080/15384101.2017.1295181] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Previously, we have identified the Grainyhead transcription factor 2 gene (GRHL2) as notably hypomethylated in high-grade (HG) serous epithelial ovarian tumors, compared with normal ovarian tissues. GRHL2 is known for its functions in normal tissue development and wound healing. In the context of cancer, the role of GRHL2 is still ambiguous as both tumorigenic and tumor suppressive functions have been reported for this gene, although a role of GRHL2 in maintaining the epithelial status of cancer cells has been suggested. In this study, we report that GRHL2 is strongly overexpressed in both low malignant potential (LMP) and HG serous epithelial ovarian tumors, which probably correlates with its hypomethylated status. Suppression of the GRHL2 expression led to a sharp decrease in cell proliferation, migration and invasion and induced G1 cell cycle arrest in epithelial ovarian cancer (EOC) cells displaying either epithelial (A2780s) or mesenchymal (SKOV3) phenotypes. However, no phenotypic alterations were observed in these EOC cell lines following GRHL2 silencing. Gene expression profiling and consecutive canonical pathway and network analyses confirmed these data, as in both these EOC cell lines, GRHL2 ablation was associated with the downregulation of various genes and pathways implicated in cell growth and proliferation, cell cycle control and cellular metabolism. Taken together, our data are indicative for a strong oncogenic potential of the GRHL2 gene in EOC progression and support recent findings on the role of GRHL2 as one of the major phenotypic stability factors (PSFs) that stabilize the highly aggressive/metastatic hybrid epithelial/mesenchymal (E/M) phenotype of cancer cells.
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Affiliation(s)
- Adnen Faddaoui
- a Department of Molecular Medicine , Université Laval , Québec , Canada.,b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada
| | - Razan Sheta
- a Department of Molecular Medicine , Université Laval , Québec , Canada.,b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada
| | - Magdalena Bachvarova
- b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada
| | - Marie Plante
- b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada.,c Department of Obstetrics and Gynecology , Université Laval , Québec , Canada
| | - Jean Gregoire
- b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada.,c Department of Obstetrics and Gynecology , Université Laval , Québec , Canada
| | - Marie-Claude Renaud
- b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada.,c Department of Obstetrics and Gynecology , Université Laval , Québec , Canada
| | - Alexandra Sebastianelli
- b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada.,c Department of Obstetrics and Gynecology , Université Laval , Québec , Canada
| | - Stephane Gobeil
- a Department of Molecular Medicine , Université Laval , Québec , Canada.,d Centre de Recherche du CHU de Québec , CHUL , Québec , Canada
| | - Chantale Morin
- b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada
| | - Karim Ghani
- b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada
| | - Dimcho Bachvarov
- a Department of Molecular Medicine , Université Laval , Québec , Canada.,b Centre de Recherche du CHU de Québec , L'Hôtel-Dieu de Québec , Québec , Canada
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19
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Wang ZQ, Faddaoui A, Bachvarova M, Plante M, Gregoire J, Renaud MC, Sebastianelli A, Guillemette C, Gobeil S, Macdonald E, Vanderhyden B, Bachvarov D. BCAT1 expression associates with ovarian cancer progression: possible implications in altered disease metabolism. Oncotarget 2016; 6:31522-43. [PMID: 26372729 PMCID: PMC4741622 DOI: 10.18632/oncotarget.5159] [Citation(s) in RCA: 78] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Accepted: 08/28/2015] [Indexed: 12/17/2022] Open
Abstract
Previously, we have identified the branched chain amino-acid transaminase 1 (BCAT1) gene as notably hypomethylated in low-malignant potential (LMP) and high-grade (HG) serous epithelial ovarian tumors, compared to normal ovarian tissues. Here we show that BCAT1 is strongly overexpressed in both LMP and HG serous epithelial ovarian tumors, which probably correlates with its hypomethylated status. Knockdown of the BCAT1 expression in epithelial ovarian cancer (EOC) cells led to sharp decrease of cell proliferation, migration and invasion and inhibited cell cycle progression. BCAT1 silencing was associated with the suppression of numerous genes and pathways known previously to be implicated in ovarian tumorigenesis, and the induction of some tumor suppressor genes (TSGs). Moreover, BCAT1 suppression resulted in downregulation of numerous genes implicated in lipid production and protein synthesis, suggesting its important role in controlling EOC metabolism. Further metabolomic analyses were indicative for significant depletion of most amino acids and different phospho- and sphingolipids following BCAT1 knockdown. Finally, BCAT1 suppression led to significantly prolonged survival time in xenograft model of advanced peritoneal EOC. Taken together, our findings provide new insights about the functional role of BCAT1 in ovarian carcinogenesis and identify this transaminase as a novel EOC biomarker and putative EOC therapeutic target.
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Affiliation(s)
- Zhi-Qiang Wang
- Department of Molecular Medicine, Laval University, Québec PQ, Canada.,Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec PQ, Canada
| | - Adnen Faddaoui
- Department of Molecular Medicine, Laval University, Québec PQ, Canada.,Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec PQ, Canada
| | | | - Marie Plante
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec PQ, Canada.,Department of Obstetrics and Gynecology, Laval University, Québec PQ, Canada
| | - Jean Gregoire
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec PQ, Canada.,Department of Obstetrics and Gynecology, Laval University, Québec PQ, Canada
| | - Marie-Claude Renaud
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec PQ, Canada.,Department of Obstetrics and Gynecology, Laval University, Québec PQ, Canada
| | - Alexandra Sebastianelli
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec PQ, Canada.,Department of Obstetrics and Gynecology, Laval University, Québec PQ, Canada
| | - Chantal Guillemette
- Centre de recherche du CHU de Québec, CHUL, Québec PQ, Canada.,Faculty of Pharmacy, Laval University, Québec PQ, Canada
| | - Stéphane Gobeil
- Department of Molecular Medicine, Laval University, Québec PQ, Canada.,Centre de recherche du CHU de Québec, CHUL, Québec PQ, Canada
| | - Elizabeth Macdonald
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Barbara Vanderhyden
- Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Dimcho Bachvarov
- Department of Molecular Medicine, Laval University, Québec PQ, Canada.,Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec PQ, Canada
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20
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Earp MA, Cunningham JM. DNA methylation changes in epithelial ovarian cancer histotypes. Genomics 2015; 106:311-21. [PMID: 26363302 DOI: 10.1016/j.ygeno.2015.09.001] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2015] [Revised: 09/04/2015] [Accepted: 09/06/2015] [Indexed: 12/12/2022]
Abstract
Survival after a diagnosis of ovarian cancer has not improved, and despite histological differences, treatment is similar for all cases. Understanding the molecular basis for ovarian cancer risk and prognosis is fundamental, and to this end much has been gleaned about genetic changes contributing to risk, and to a lesser extent, survival. There's considerable evidence for genetic differences between the four pathologically defined histological subtypes; however, the contribution of epigenetics is less well documented. In this report, we review alterations in DNA methylation in ovarian cancer, focusing on histological subtypes, and studies examining the roles of methylation in determining therapy response. As epigenetics is making its way into clinical care, we review the application of cell free DNA methylation to ovarian cancer diagnosis and care. Finally, we comment on recurrent limitations in the DNA methylation literature for ovarian cancer, which can and should be addressed to mature this field.
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Affiliation(s)
- Madalene A Earp
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States
| | - Julie M Cunningham
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States.
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21
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Niskakoski A, Kaur S, Staff S, Renkonen-Sinisalo L, Lassus H, Järvinen HJ, Mecklin JP, Bützow R, Peltomäki P. Epigenetic analysis of sporadic and Lynch-associated ovarian cancers reveals histology-specific patterns of DNA methylation. Epigenetics 2015; 9:1577-87. [PMID: 25625843 PMCID: PMC4622692 DOI: 10.4161/15592294.2014.983374] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Diagnosis and treatment of epithelial ovarian cancer is challenging due to the poor understanding of the pathogenesis of the disease. Our aim was to investigate epigenetic mechanisms in ovarian tumorigenesis and, especially, whether tumors with different histological subtypes or hereditary background (Lynch syndrome) exhibit differential susceptibility to epigenetic inactivation of growth regulatory genes. Gene candidates for epigenetic regulation were identified from the literature and by expression profiling of ovarian and endometrial cancer cell lines treated with demethylating agents. Thirteen genes were chosen for methylation-specific multiplex ligation-dependent probe amplification assays on 104 (85 sporadic and 19 Lynch syndrome-associated) ovarian carcinomas. Increased methylation (i.e., hypermethylation) of variable degree was characteristic of ovarian carcinomas relative to the corresponding normal tissues, and hypermethylation was consistently more prominent in non-serous than serous tumors for individual genes and gene sets investigated. Lynch syndrome-associated clear cell carcinomas showed the highest frequencies of hypermethylation. Among endometrioid ovarian carcinomas, lower levels of promoter methylation of RSK4, SPARC, and HOXA9 were significantly associated with higher tumor grade; thus, the methylation patterns showed a shift to the direction of high-grade serous tumors. In conclusion, we provide evidence of a frequent epigenetic inactivation of RSK4, SPARC, PROM1, HOXA10, HOXA9, WT1-AS, SFRP2, SFRP5, OPCML, and MIR34B in the development of non-serous ovarian carcinomas of Lynch and sporadic origin, as compared to serous tumors. Our findings shed light on the role of epigenetic mechanisms in ovarian tumorigenesis and identify potential targets for translational applications.
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Affiliation(s)
- Anni Niskakoski
- a Department of Medical Genetics; Biomedicum Helsinki ; University of Helsinki ; Helsinki , Finland
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22
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Luzhna L, Kutanzi K, Kovalchuk O. Gene expression and epigenetic profiles of mammary gland tissue: Insight into the differential predisposition of four rat strains to mammary gland cancer. MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS 2015; 779:39-56. [DOI: 10.1016/j.mrgentox.2014.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2013] [Revised: 07/15/2014] [Accepted: 07/18/2014] [Indexed: 12/29/2022]
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23
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Tiwawech D, Srisuttee R, Rattanatanyong P, Puttipanyalears C, Kitkumthorn N, Mutirangura A. Alu Methylation in Serum from Patients with Nasopharyngeal Carcinoma. Asian Pac J Cancer Prev 2014; 15:9797-800. [DOI: 10.7314/apjcp.2014.15.22.9797] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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24
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Kan CWS, Howell VM, Hahn MA, Marsh DJ. Genomic alterations as mediators of miRNA dysregulation in ovarian cancer. Genes Chromosomes Cancer 2014; 54:1-19. [PMID: 25280227 DOI: 10.1002/gcc.22221] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2014] [Accepted: 09/10/2014] [Indexed: 12/18/2022] Open
Abstract
Ovarian cancer is the fifth most common cause of cancer death in women worldwide. Serous epithelial ovarian cancer (SEOC) is the most common and aggressive histological subtype. Widespread genomic alterations go hand-in-hand with aberrant DNA damage signaling and are a hallmark of high-grade SEOC. MicroRNAs (miRNAs) are a class of small noncoding RNA molecules that are nonrandomly distributed in the genome. They are frequently located in chromosomal regions susceptible to copy number variation (CNV) associated with malignancy that can influence their expression. Widespread changes in miRNA expression have been reported in multiple cancer types including ovarian cancer. This review examines CNV and single nucleotide polymorphisms, two common types of genomic alterations that occur in ovarian cancer, in the context of their influence on the expression of miRNA and the ability of miRNA to bind to and regulate their target genes. This includes genes encoding proteins involved in DNA repair and the maintenance of genomic stability. Improved understanding of mechanisms of miRNA dysregulation and the role of miRNA in ovarian cancer will provide further insight into the pathogenesis and treatment of this disease.
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Affiliation(s)
- Casina W S Kan
- Hormones and Cancer Group, Kolling Institute of Medical Research, University of Sydney, Royal North Shore Hospital, St Leonards, Sydney, NSW 2065, Australia
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25
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Zhang PP, Wang XL, Zhao W, Qi B, Yang Q, Wan HY, Shuang ZY, Liu M, Li X, Li S, Tang H. DNA methylation-mediated repression of miR-941 enhances lysine (K)-specific demethylase 6B expression in hepatoma cells. J Biol Chem 2014; 289:24724-35. [PMID: 25049231 DOI: 10.1074/jbc.m114.567818] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
MicroRNAs (miRNAs) have been shown to play important roles in carcinogenesis. However, their underlying mechanisms of action in hepatocellular carcinoma (HCC) are poorly understood. Recent evidence suggests that epigenetic silencing of miRNAs through tumor suppression by CpG island hypermethylation may be a common hallmark of human tumors. Here, we demonstrated that miR-941 was significantly down-regulated in HCC tissues and cell lines and was generally hypermethylated in HCC. The overexpression of miR-941 suppressed in vitro cell proliferation, migration, and invasion and inhibited the metastasis of HCC cells in vivo. Furthermore, the histone demethylase KDM6B (lysine (K)-specific demethylase 6B) was identified as a direct target of miR-941 and was negatively regulated by miR-941. The ectopic expression of KDM6B abrogated the phenotypic changes induced by miR-941 in HCC cells. We demonstrated that miR-941 and KDM6B regulated the epithelial-mesenchymal transition process and affected cell migratory/invasive properties.
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Affiliation(s)
- Pei-Pei Zhang
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070
| | - Xiang-Ling Wang
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070
| | - Wei Zhao
- the Department of Obesity and Metabolism, Key Laboratory of Hormones and Development (Ministry of Health), Metabolic Diseases Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University Tianjin 300070, and
| | - Bing Qi
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070
| | - Qian Yang
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070
| | - Hai-Ying Wan
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070
| | - Ze-Yu Shuang
- the Department of Hepatobiliary Oncology, Cancer Center, State Key Laboratory of Oncology in Southern China, Sun Yat-sen University, Guangzhou 510060, China
| | - Min Liu
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070
| | - Xin Li
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070
| | - Shengping Li
- the Department of Hepatobiliary Oncology, Cancer Center, State Key Laboratory of Oncology in Southern China, Sun Yat-sen University, Guangzhou 510060, China
| | - Hua Tang
- From the Tianjin Life Science Research Center and Department of Microbiology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070,
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26
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Puttipanyalears C, Subbalekha K, Mutirangura A, Kitkumthorn N. Alu hypomethylation in smoke-exposed epithelia and oral squamous carcinoma. Asian Pac J Cancer Prev 2014; 14:5495-501. [PMID: 24175848 DOI: 10.7314/apjcp.2013.14.9.5495] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Alu elements are one of the most common repetitive sequences that now constitute more than 10% of the human genome and potential targets for epigenetic alterations. Correspondingly, methylation of these elements can result in a genome-wide event that may have an impact in cancer. However, studies investigating the genome-wide status of Alu methylation in cancer remain limited. OBJECTIVES Oral squamous cell carcinoma (OSCC) presents with high incidence in South-East Asia and thus the aim of this study was to evaluate the Alu methylation status in OSCCs and explore with the possibility of using this information for diagnostic screening. We evaluated Alu methylation status in a) normal oral mucosa compared to OSCC; b) peripheral blood mononuclear cells (PBMCs) of normal controls comparing to oral cancer patients; c) among oral epithelium of normal controls, smokers and oral cancer patients. MATERIALS AND METHODS Alu methylation was detected by combined bisulfite restriction analysis (COBRA) at 2 CpG sites. The amplified products were classified into three patterns; hypermethylation ((m)C(m)C), partial methylation (uC(m)C+(m)C(u)C), and hypomethylation ((u)C(u)C). RESULTS The results demonstrate that the %(m)C(m)C value is suitable for differentiating normal and cancer in oral tissues (p=0.0002), but is not significantly observe in PBMCs. In addition, a stepwise decrease in this value was observed in the oral epithelium from normal, light smoker, heavy smoker, low stage and high stage OSCC (p=0.0003). Furthermore, receiver operating characteristic (ROC) curve analyses demonstrated the potential of combined %mC or %(m)C(m)C values as markers for oral cancer detection with sensitivity and specificity of 86.7% and 56.7%, respectively. CONCLUSIONS Alu hypomethylation is likely to be associated with multistep oral carcinogenesis, and might be developed as a screening tool for oral cancer detection.
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27
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Kirn V, Shi R, Heublein S, Knabl J, Guenthner-Biller M, Andergassen U, Fridrich C, Malter W, Harder J, Friese K, Mayr D, Jeschke U. Estrogen receptor promoter methylation predicts survival in low-grade ovarian carcinoma patients. J Cancer Res Clin Oncol 2014; 140:1681-7. [DOI: 10.1007/s00432-014-1729-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 05/30/2014] [Indexed: 11/29/2022]
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28
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Kim NH, Sung HY, Choi EN, Lyu D, Choi HJ, Ju W, Ahn JH. Aberrant DNA methylation in the IFITM1 promoter enhances the metastatic phenotype in an intraperitoneal xenograft model of human ovarian cancer. Oncol Rep 2014; 31:2139-46. [PMID: 24676393 DOI: 10.3892/or.2014.3110] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Accepted: 02/26/2014] [Indexed: 11/06/2022] Open
Abstract
A lack of reliable biomarkers for the early detection and risk of metastatic recurrences makes ovarian cancer the most lethal gynecological cancer. To understand the molecular mechanisms involved in ovarian cancer metastasis in vivo, we analyzed the transcriptional expression pattern in metastatic implants of human ovarian carcinoma xenografts in mice. The expression of 937 genes was significantly different, by at least 2-fold, in the xenografts compared with that in SK-OV-3 cells. We investigated the mechanisms that regulate the expression of one of the profoundly upregulated genes, interferon-induced transmembrane protein 1 (IFITM1), in the metastatic implants. Specific CpG sites within the IFITM1 promoter were hypomethylated in the metastatic implants relative to those in the wild-type SK-OV-3 cells. Treating wild-type SK-OV-3 cells with the demethylating agent 5-aza-2'-deoxycytidine enhanced IFITM1 expression in a dose-dependent manner, implying transcriptional regulation by promoter methylation. We also found that IFITM1 overexpression caused increased migration and invasiveness in SK-OV-3 cells. Our results demonstrate that IFITM1 could be a novel metastasis-promoting gene that enhances the metastatic phenotype in ovarian cancer via epigenetic transcriptional regulation. Our findings also suggest that the status of DNA methylation within the IFITM1 promoter region could be a biomarker indicating metastatic progression in ovarian cancer.
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Affiliation(s)
- Nam Hee Kim
- Department of Obstetrics and Gynecology, School of Medicine, Ewha Womans University, Yangcheon‑ku, Seoul 158-710, Republic of Korea
| | - Hye Youn Sung
- Department of Biochemistry, School of Medicine, Ewha Womans University, Yangcheon‑ku, Seoul 158-710, Republic of Korea
| | - Eun Nam Choi
- Department of Biochemistry, School of Medicine, Ewha Womans University, Yangcheon‑ku, Seoul 158-710, Republic of Korea
| | - Dahyun Lyu
- Department of Biochemistry, School of Medicine, Ewha Womans University, Yangcheon‑ku, Seoul 158-710, Republic of Korea
| | - Hyuck Jae Choi
- Department of Radiology and Research, Institute of Radiology, University of Ulsan, College of Medicine, Asan Medical Center, Songpa-ku, Seoul 138-736, Republic of Korea
| | - Woong Ju
- Department of Obstetrics and Gynecology, School of Medicine, Ewha Womans University, Yangcheon‑ku, Seoul 158-710, Republic of Korea
| | - Jung-Hyuck Ahn
- Department of Biochemistry, School of Medicine, Ewha Womans University, Yangcheon‑ku, Seoul 158-710, Republic of Korea
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29
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Wang ZQ, Bachvarova M, Morin C, Plante M, Gregoire J, Renaud MC, Sebastianelli A, Bachvarov D. Role of the polypeptide N-acetylgalactosaminyltransferase 3 in ovarian cancer progression: possible implications in abnormal mucin O-glycosylation. Oncotarget 2014; 5:544-60. [PMID: 24504219 PMCID: PMC3964228 DOI: 10.18632/oncotarget.1652] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Accepted: 01/15/2014] [Indexed: 12/22/2022] Open
Abstract
Previously, we have identified the polypeptide N-acetylgalactosaminyltransferase 3 (GALNT3) gene as notably hypomethylated in low-malignant potential (LMP) and high-grade (HG) serous epithelial ovarian tumors, compared to normal ovarian tissues. Here we show that GALNT3 is strongly overexpressed in HG serous EOC tumors as compared to normal ovarian tissue. Moreover, the GALNT3 expression significantly correlated with shorter progression-free survival (PFS) intervals in epithelial ovarian cancer (EOC) patients with advanced disease. Knockdown of the GALNT3 expression in EOC cells led to sharp decrease of cell proliferation and induced S-phase cell cycle arrest. Additionally, GALNT3 suppression significantly inhibited EOC cell migration and invasion. Gene expression profiling and consecutive network and pathway analyses confirmed these findings, as numerous genes and pathways known previously to be implicated in ovarian tumorigenesis, including EOC tumor invasion and metastasis, were found to be downregulated upon GALNT3 suppression, while some tumor suppressor genes were induced. Moreover, GALNT3 downregulation was associated with reduced MUC1 protein expression in EOC cells, probably related to destabilization of the MUC1 protein due to lack of GALNT3 glycosylation activity. GALNT3 knockdown was also accompanied with increase of the cell adhesion molecules β-catenin and E-cadherin, which are normally suppressed by MUC1 in cancer, thus supporting the role of the GALNT3-MUC1 axis in EOC invasion. Taken together, our data are indicative for a strong oncogenic potential of the GALNT3 gene in advanced EOC and identify this transferase as a novel EOC biomarker and putative EOC therapeutic target. Our findings also suggest that GALNT3 overexpression might contribute to EOC progression through aberrant mucin O-glycosylation.
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Affiliation(s)
- Zhi-Qiang Wang
- Department of Molecular Medicine, Laval University, Québec (Québec), Canada
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
| | - Magdalena Bachvarova
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
| | - Chantale Morin
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
| | - Marie Plante
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
- Department of Obstetrics and Gynecology, Laval University, Québec (Québec), Canada
| | - Jean Gregoire
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
- Department of Obstetrics and Gynecology, Laval University, Québec (Québec), Canada
| | - Marie-Claude Renaud
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
- Department of Obstetrics and Gynecology, Laval University, Québec (Québec), Canada
| | - Alexandra Sebastianelli
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
- Department of Obstetrics and Gynecology, Laval University, Québec (Québec), Canada
| | - Dimcho Bachvarov
- Department of Molecular Medicine, Laval University, Québec (Québec), Canada
- Centre de recherche du CHU de Québec, L'Hôtel-Dieu de Québec, Québec (Québec), Canada
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30
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Koestler DC, Chalise P, Cicek MS, Cunningham JM, Armasu S, Larson MC, Chien J, Block M, Kalli KR, Sellers TA, Fridley BL, Goode EL. Integrative genomic analysis identifies epigenetic marks that mediate genetic risk for epithelial ovarian cancer. BMC Med Genomics 2014; 7:8. [PMID: 24479488 PMCID: PMC3916313 DOI: 10.1186/1755-8794-7-8] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2013] [Accepted: 01/22/2014] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Both genetic and epigenetic factors influence the development and progression of epithelial ovarian cancer (EOC). However, there is an incomplete understanding of the interrelationship between these factors and the extent to which they interact to impact disease risk. In the present study, we aimed to gain insight into this relationship by identifying DNA methylation marks that are candidate mediators of ovarian cancer genetic risk. METHODS We used 214 cases and 214 age-matched controls from the Mayo Clinic Ovarian Cancer Study. Pretreatment, blood-derived DNA was profiled for genome-wide methylation (Illumina Infinium HumanMethylation27 BeadArray) and single nucleotide polymorphisms (SNPs, Illumina Infinium HD Human610-Quad BeadArray). The Causal Inference Test (CIT) was implemented to distinguish CpG sites that mediate genetic risk, from those that are consequential or independently acted on by genotype. RESULTS Controlling for the estimated distribution of immune cells and other key covariates, our initial epigenome-wide association analysis revealed 1,993 significantly differentially methylated CpGs that between cases and controls (FDR, q < 0.05). The relationship between methylation and case-control status for these 1,993 CpGs was found to be highly consistent with the results of previously published, independent study that consisted of peripheral blood DNA methylation signatures in 131 pretreatment cases and 274 controls. Implementation of the CIT test revealed 17 CpG/SNP pairs, comprising 13 unique CpGs and 17 unique SNPs, which represent potential methylation-mediated relationships between genotype and EOC risk. Of these 13 CpGs, several are associated with immune related genes and genes that have been previously shown to exhibit altered expression in the context of cancer. CONCLUSIONS These findings provide additional insight into EOC etiology and may serve as novel biomarkers for EOC susceptibility.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Brooke L Fridley
- Department of Biostatistics, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160, USA.
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31
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Gloss BS, Samimi G. Epigenetic biomarkers in epithelial ovarian cancer. Cancer Lett 2014; 342:257-63. [DOI: 10.1016/j.canlet.2011.12.036] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2011] [Revised: 12/08/2011] [Accepted: 12/12/2011] [Indexed: 12/31/2022]
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32
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Liu Q, Zhao S, Su PF, Yu S. Gene and isoform expression signatures associated with tumor stage in kidney renal clear cell carcinoma. BMC SYSTEMS BIOLOGY 2013; 7 Suppl 5:S7. [PMID: 24564989 PMCID: PMC4028983 DOI: 10.1186/1752-0509-7-s5-s7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Background Identification of expression alternations between early and late stage cancers is helpful for understanding cancer development and progression. Much research has been done focusing on stage-dependent gene expression profiles. In contrast, relatively fewer studies on isoform expression profiles have been performed due to the difficulty of quantification and noisy splicing. Here we conducted both gene- and isoform-level analysis on RNA-seq data of 234 stage I and 81 stage IV kidney renal clear cell carcinoma patients, aiming to uncover the stage-dependent expression signatures and investigate the advantage of isoform expression profiling for identifying advanced stage cancers and predicting clinical outcome. Results Both gene and isoform expression signatures are useful for distinguishing cancer stages. They provide common and unique information associated with cancer progression and metastasis. Combining gene and isoform signatures even improves the classification performance and reveals additional important biological processes, such as angiogenesis and TGF−beta signaling pathway. Moreover, expression abundance of a number of genes and isoforms is predictive of the risk of cancer death in an independent dataset, such as gene and isoform expression of ITPKA, the expression of a functional important isoform of UPS19. Conclusion Isoform expression profiling provides unique and important information which cannot be detected by gene expression profiles. Combining gene and isoform expression signatures helps to identify advanced stage cancers, predict clinical outcome, and present a comprehensive view of cancer development and progression.
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33
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Dai W, Zeller C, Masrour N, Siddiqui N, Paul J, Brown R. Promoter CpG island methylation of genes in key cancer pathways associates with clinical outcome in high-grade serous ovarian cancer. Clin Cancer Res 2013; 19:5788-5797. [PMID: 23965899 PMCID: PMC4913863 DOI: 10.1158/1078-0432.ccr-13-1217] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE We aimed to identify DNA methylation biomarkers of progression-free survival (PFS) to platinum-based chemotherapy in high-grade serous ovarian cancer (HGSOC) within biologically relevant ovarian cancer-associated pathways. EXPERIMENTAL DESIGN Association with PFS of CpG island (CGI) promoter DNA methylation at genes in the pathways Akt/mTOR, p53, redox, and homologous recombination DNA repair was sought with PFS as the primary objective in a prospectively collected ovarian cancer cohort (n = 150). Significant loci were validated for associations between PFS, methylation, and gene expression in an independent The Cancer Genome Atlas (TCGA) data set of HGSOC (n = 311). RESULTS DNA methylation at 29 CGI loci linked to 28 genes was significantly associated with PFS, independent from conventional clinical prognostic factors (adjusted P < 0.05). Of 17 out of the 28 genes represented in the TCGA data set, methylation of VEGFB, VEGFA, HDAC11, FANCA, E2F1, GPX4, PRDX2, RAD54L, and RECQL4 was prognostic in this independent patient cohort (one-sided P < 0.05, false discovery rate < 10%). A multivariate Cox model was constructed, with clinical parameters (age, stage, grade, and histologic type) and significant loci. The final model included NKD1, VEGFB, and PRDX2 as the three best predictors of PFS (P = 6.62 × 10(-6), permutation test P < 0.05). Focussing only on known VEGFs in the TCGA cohort showed that methylation at promoters of VEGFA, VEGFB, and VEGFC was significantly associated with PFS. CONCLUSIONS A three loci model of DNA methylation could identify two distinct prognostic groups of patients with ovarian cancer (PFS: HR = 2.29, P = 3.34 × 10(-5); overall survival: HR = 1.87, P = 0.007) and patients more likely to have poor response to chemotherapy (OR = 3.45, P = 0.012).
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Affiliation(s)
- Wei Dai
- Epigenetics Unit, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK W12 0NN
| | - Constanze Zeller
- Epigenetics Unit, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK W12 0NN
| | - Nahal Masrour
- Epigenetics Unit, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK W12 0NN
| | - Nadeem Siddiqui
- Department of Gynaecology, Glasgow Royal Infirmary, Glasgow, UK G31 2ER
| | - James Paul
- Cancer Research UK Clinical Trials Unit, Glasgow University, The Beatson West of Scotland Cancer Centre, Level 0, 1053 Gt. Western Road, Glasgow, UK G12 0YN
| | - Robert Brown
- Epigenetics Unit, Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, Du Cane Road, London, UK W12 0NN
- Section of Molecular Pathology, Institute for Cancer Research, Sutton UK SM2 5NG
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Zhang P, Wen X, Gu F, Deng X, Li J, Dong J, Jiao J, Tian Y. Methylation profiling of serum DNA from hepatocellular carcinoma patients using an Infinium Human Methylation 450 BeadChip. Hepatol Int 2013. [PMID: 26201927 DOI: 10.1007/s12072-013-9437-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Alterations in DNA methylation frequently occur in hepatocellular cancer (HCC). The methylation status of circulating DNA might serve as a potential biomarker for cancers. METHODS Six early stage HCC patients with chronic hepatitis B virus (HBV) infection and six age-matched healthy controls were selected for genome-scale DNA methylation screening of serum by Illumina Infinium Human Methylation 450 BeadChip. The chosen methylation sites were reassessed by bisulfite sequencing in four healthy controls and four early stage HCC patients with chronic HBV infection and were used for bead array screening. Another 27 healthy controls and 31 early stage HCC patients with chronic HBV infection were also chosen for further bisulfite sequencing validation. RESULTS Whole-genome methylation was significantly lower in serum from HCC patients than in that from healthy controls. After bioinformatics analysis, methylation at DBX2 and Thy-1 membrane glycoprotein (THY1) was reassessed by bisulfite sequencing. The correlation coefficients of DBX2 and THY1 between the Illumina 450 BeadChip and bisulfite sequencing were respectively 0.9145 and 0.8232. Twenty-seven healthy controls and 31 early stage HCC patients with chronic HBV infection were chosen for further validation. The diagnostic sensitivity and specificity of DBX2 for differentiating healthy controls and early stage HCC were 88.89 and 87.10 % and of THY1 were 85.19 and 80.65 %. CONCLUSIONS The results demonstrated that the 450K BeadChip is a useful tool for whole-genome serum DNA methylation screening of HCC, and some HCC-related DNA methylation sites were screened.
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Affiliation(s)
- Pengjun Zhang
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China
| | - Xinyu Wen
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China
| | - Feng Gu
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China
| | - Xinxin Deng
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China
| | - Juan Li
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China
| | - Jin Dong
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China
| | - Jiao Jiao
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China
| | - Yaping Tian
- State Key Laboratory of Kidney Disease, Department of Clinical Biochemistry, Chinese PLA General Hospital, 28 Fu-Xing Road, Beijing, China. .,Medical College, Nankai University, Tianjin, China.
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Huang RL, Gu F, Kirma NB, Ruan J, Chen CL, Wang HC, Liao YP, Chang CC, Yu MH, Pilrose JM, Thompson IM, Huang HC, Huang THM, Lai HC, Nephew KP. Comprehensive methylome analysis of ovarian tumors reveals hedgehog signaling pathway regulators as prognostic DNA methylation biomarkers. Epigenetics 2013; 8:624-34. [PMID: 23774800 PMCID: PMC3857342 DOI: 10.4161/epi.24816] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Women with advanced stage ovarian cancer (OC) have a five-year survival rate of less than 25%. OC progression is associated with accumulation of epigenetic alterations and aberrant DNA methylation in gene promoters acts as an inactivating ?hit? during OC initiation and progression. Abnormal DNA methylation in OC has been used to predict disease outcome and therapy response. To globally examine DNA methylation in OC, we used next-generation sequencing technology, MethylCap-sequencing, to screen 75 malignant and 26 normal or benign ovarian tissues. Differential DNA methylation regions (DMRs) were identified, and the Kaplan?Meier method and Cox proportional hazard model were used to correlate methylation with clinical endpoints. Functional role of specific genes identified by MethylCap-sequencing was examined in in vitro assays. We identified 577 DMRs that distinguished (p < 0.001) malignant from non-malignant ovarian tissues; of these, 63 DMRs correlated (p < 0.001) with poor progression free survival (PFS). Concordant hypermethylation and corresponding gene silencing of sonic hedgehog pathway members ZIC1 and ZIC4 in OC tumors was confirmed in a panel of OC cell lines, and ZIC1 and ZIC4 repression correlated with increased proliferation, migration and invasion. ZIC1 promoter hypermethylation correlated (p < 0.01) with poor PFS. In summary, we identified functional DNA methylation biomarkers significantly associated with clinical outcome in OC and suggest our comprehensive methylome analysis has significant translational potential for guiding the design of future clinical investigations targeting the OC epigenome. Methylation of ZIC1, a putative tumor suppressor, may be a novel determinant of OC outcome.
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Affiliation(s)
- Rui-Lan Huang
- Department of Obstetrics and Gynecology; Tri-Service General Hospital; National Defense Medical Center; Taiwan, Republic of China; Laboratory of Epigenetics; Cancer Stem Cells; National Defense Medical Center; Taiwan, Republic of China; Institute of Biomedical Informatics of National Yang-Ming University at Taipei; Taiwan, Republic of China
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Keita M, Bachvarova M, Morin C, Plante M, Gregoire J, Renaud MC, Sebastianelli A, Trinh XB, Bachvarov D. The RUNX1 transcription factor is expressed in serous epithelial ovarian carcinoma and contributes to cell proliferation, migration and invasion. Cell Cycle 2013; 12:972-86. [PMID: 23442798 DOI: 10.4161/cc.23963] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Previously, we have identified the RUNX1 gene as hypomethylated and overexpressed in post-chemotherapy (CT) primary cultures derived from epithelial ovarian cancer (EOC) patients, when compared with primary cultures derived from matched primary (prior to CT) tumors. Here we show that RUNX1 displays a trend of hypomethylation, although not significant, in omental metastases compared with primary EOC tumors. Surprisingly, RUNX1 displayed significantly higher expression not only in metastatic tissue, but also in high-grade primary tumors and even in low malignant potential tumors. The RUNX1 expression levels were almost identical in primary tumors and omental metastases, suggesting that RUNX1 hypomethylation might have a limited impact on its overexpression in advanced (metastatic) stage of the disease. Knockdown of the RUNX1 expression in EOC cells led to sharp decrease of cell proliferation and induced G 1 cell cycle arrest. Moreover, RUNX1 suppression significantly inhibited EOC cell migration and invasion. Gene expression profiling and consecutive network and pathway analyses confirmed these findings, as numerous genes and pathways known previously to be implicated in ovarian tumorigenesis, including EOC tumor invasion and metastasis, were found to be downregulated upon RUNX1 suppression, while a number of pro-apoptotic genes and some EOC tumor suppressor genes were induced. Taken together, our data are indicative for a strong oncogenic potential of the RUNX1 gene in EOC progression and suggest that RUNX1 might be a novel EOC therapeutic target. Further studies are needed to more completely elucidate the functional implications of RUNX1 and other members of the RUNX gene family in ovarian tumorigenesis.
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Affiliation(s)
- Mamadou Keita
- Department of Molecular Medicine, Laval University, Québec, QC, Canada
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37
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Keita M, Wang ZQ, Pelletier JF, Bachvarova M, Plante M, Gregoire J, Renaud MC, Mes-Masson AM, Paquet ÉR, Bachvarov D. Global methylation profiling in serous ovarian cancer is indicative for distinct aberrant DNA methylation signatures associated with tumor aggressiveness and disease progression. Gynecol Oncol 2012; 128:356-63. [PMID: 23219462 DOI: 10.1016/j.ygyno.2012.11.036] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2012] [Revised: 11/21/2012] [Accepted: 11/21/2012] [Indexed: 10/27/2022]
Abstract
OBJECTIVE To characterize at high resolution the DNA methylation changes which occur in the genome of serous epithelial ovarian cancer (EOC) in association with tumor aggressiveness. METHODS Methylated DNA immunoprecipitation in combination with CpG island-tiling arrays was used to compare the methylation profiles of five borderline, five grade 1/stage III/IV, five grade 3/stage I and five grade 3/stage III/IV serous EOC tumors, to those of five normal human ovarian tissue samples. RESULTS We found widespread DNA hypermethylation that occurs even in low-malignant potential (borderline) tumors and which predominantly includes key developmental/homeobox genes. Contrary to DNA hypermethylation, significant DNA hypomethylation was observed only in grade 3 serous EOC tumors. The latter observation was further confirmed when comparing the DNA methylation profiles of primary cell cultures derived from matched tumor samples obtained prior to, and following chemotherapy treatment from two serous EOC patients with advanced disease. To our knowledge this is the first report that has shown the presence of massive DNA hypomethylation in advanced serous EOC, associated with tumor malignancy and disease progression. CONCLUSIONS Our data raise the concern that demethylating drugs that are currently being used in advanced EOC disease (representing the majority of serous EOC cases) might have adverse effects due to activation of oncogenes and prometastatic genes. Understanding the relative roles of hypomethylation and hypermethylation in cancer could have clear implications on the therapeutic use of agents targeting the DNA methylation machinery.
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Affiliation(s)
- Mamadou Keita
- Department of Molecular Medicine, Laval University, Québec (Québec), Canada
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38
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To SQ, Takagi K, Miki Y, Suzuki K, Abe E, Yang Y, Sasano H, Simpson ER, Knower KC, Clyne CD. Epigenetic mechanisms regulate the prostaglandin E receptor 2 in breast cancer. J Steroid Biochem Mol Biol 2012; 132:331-8. [PMID: 22929011 DOI: 10.1016/j.jsbmb.2012.07.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2012] [Revised: 06/18/2012] [Accepted: 07/31/2012] [Indexed: 01/16/2023]
Abstract
The increase in local oestrogen production seen in oestrogen receptor positive (ER+) breast cancers is driven by increased activity of the aromatase enzyme. CYP19A1, the encoding gene for aromatase, is often overexpressed in the oestrogen-producing cells of the breast adipose fibroblasts (BAFs) surrounding an ER+ tumour, and the molecular processes underlying this upregulation is important in the development of breast-specific aromatase inhibitors for breast cancer therapy. Prostaglandin E2 (PGE2), a factor secreted by tumours, is known to stimulate CYP19A1 expression in human BAFs. The hormonal regulation of this process has been examined; however, what is less well understood is the emerging role of epigenetic mechanisms and how they modulate PGE2 signalling. This present study characterises the epigenetic processes underlying expression of the prostanoid receptor EP2 in the context of ER+ breast cancer. Sodium bisulphite sequencing of CpG methylation within the promoter region of EP2 revealed that an inverse correlation existed between methylation levels and relative EP2 expression in breast cancer cell lines MDA-MB-231, MCF7 and MCF10A but not in HS578t and T47D. Inhibition of DNA methylation with 5-aza-2'-deoxycytidine (5aza) and histone deacetylation with Trichostatin A (TSA) resulted in upregulation of EP2 mRNA in all cell lines with varying influences of each epigenetic process observed. Expression of EP2 was detected in human BAFs despite a natively methylated promoter, and this expression was further increased upon 5aza treatment. An examination of 3 triple negative, 3 ductal carcinoma in situ and 3 invasive ductal carcinoma samples revealed that there was no change in EP2 promoter methylation status between normal and cancer associated stroma, despite observed differences in relative mRNA levels. Although EP2 methylation status is inversely correlated to expression levels in established breast cancer cell lines, we could not identify that such a correlation existed in tumour-associated stroma cells.
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MESH Headings
- Adipose Tissue/cytology
- Azacitidine/analogs & derivatives
- Azacitidine/pharmacology
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Carcinoma, Intraductal, Noninfiltrating/genetics
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Cell Line, Tumor
- CpG Islands
- DNA Methylation
- Decitabine
- Epigenesis, Genetic
- Female
- Fibroblasts/metabolism
- Gene Expression Regulation, Neoplastic
- Histone Deacetylase Inhibitors/pharmacology
- Histones/metabolism
- Humans
- Hydroxamic Acids/pharmacology
- Promoter Regions, Genetic
- Receptors, Prostaglandin E, EP2 Subtype/genetics
- Receptors, Prostaglandin E, EP2 Subtype/metabolism
- Reference Values
- Stromal Cells/metabolism
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Affiliation(s)
- Sarah Q To
- Cancer Drug Discovery Laboratory, Prince Henry's Institute of Medical Research, Clayton, Victoria 3168, Australia
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Abstract
Epithelial ovarian cancer is the leading cause of death from gynecological cancers, largely owing to the development of recurrent intractable disease. Only a small number of distinct genetic mutations are known to contribute to ovarian carcinogenesis. Furthermore, understanding mechanistic genotype-phenotype links is complicated by frequent aneuploidy. Epigenetic deregulation is even more prominent, and ovarian cancers are replete with such aberrations that repress tumor suppressors and activate proto-oncogenes. Epigenetic therapies are emerging as promising agents for resensitizing platinum-resistant ovarian cancers. These drugs may also have the potential to alter epigenetic programming in cancer progenitor cells and provide a strategy for improving therapy of ovarian cancer.
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Affiliation(s)
- Susan K Murphy
- Department of Obstetrics & Gynecology, Division of Gynecologic Oncology, Duke University Medical Center, PO Box 91012, Durham, NC 27708, USA.
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40
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Ross JP, Rand KN, Molloy PL. Hypomethylation of repeated DNA sequences in cancer. Epigenomics 2012; 2:245-69. [PMID: 22121873 DOI: 10.2217/epi.10.2] [Citation(s) in RCA: 95] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
An important feature of cancer development and progression is the change in DNA methylation patterns, characterized by the hypermethylation of specific genes concurrently with an overall decrease in the level of 5-methylcytosine. Hypomethylation of the genome can affect both single-copy genes, repeat DNA sequences and transposable elements, and is highly variable among and within cancer types. Here, we review our current understanding of genome hypomethylation in cancer, with a particular focus on hypomethylation of the different classes and families of repeat sequences. The emerging data provide insights into the importance of methylation of different repeat families in the maintenance of chromosome structural integrity and the fidelity of normal transcriptional regulation. We also consider the events underlying cancer-associated hypomethylation and the potential for the clinical use of characteristic DNA methylation changes in diagnosis, prognosis or classification of tumors.
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Affiliation(s)
- Jason P Ross
- Commonwealth Scientific & Industrial Research Organisation, Food & Nutritional Science, Preventative Health National Research Flagship, North Ryde, NSW 1670, Australia
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41
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Sun XF, Sun ZY, Pan B, Li L, Shen W. Alteration in methylation pattern of oncogene Akt1 promoter region in bladder cancer. Mol Biol Rep 2011; 39:5631-6. [PMID: 22189542 DOI: 10.1007/s11033-011-1369-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2011] [Accepted: 12/12/2011] [Indexed: 01/08/2023]
Abstract
The oncogene Akt1 plays a pivotal role in regulating growth factor-associated cell survival. The activity of Akt must be carefully regulated as it has been reported that an increase in Akt signaling is frequently associated with cancer. Phosphorylated Akt, as the constitutively activated form of Akt, has been observed in many kinds of cancer, but the clinical relevance of the (DNA) methylation profile of Akt1 in cancer is not well understood. This study aims to investigate the methylation level of Akt1 in bladder cancer tissues and their clinical significance. Methylation of the oncogene Akt1 transcriptional regulation region (TRR) was detected using bisulfite-specific (BSP) PCR-based sequencing analysis in cases of bladder cancer and the normal tissues, including 15 bladder cancer tissues, and five normal bladder tissues. BSP cloning-based sequencing analysis was also performed in selected cases. Clinicopathological data from the cancer patients were collected and analyzed. Analysis of Akt1 gene TRR methylation showed decreased methylation level in bladder cancer than normal. Methylation level of Akt1 has clinical relevance (P = 0.0043 by unpaired student's t test) with bladder cancer. Abnormal methylation of the Akt1 gene may be an early event during urocystic tumorigenesis and should be further evaluated as a tumorigenesis marker for early detection of bladder cancer.
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Affiliation(s)
- Xiao-Feng Sun
- Laboratory of Germ Cell Biology, College of Animal Science and Technology, Qingdao Agricultural University, Qingdao, 266109, China
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42
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Putluri N, Shojaie A, Vasu VT, Nalluri S, Vareed SK, Putluri V, Vivekanandan-Giri A, Byun J, Pennathur S, Sana TR, Fischer SM, Palapattu GS, Creighton CJ, Michailidis G, Sreekumar A. Metabolomic profiling reveals a role for androgen in activating amino acid metabolism and methylation in prostate cancer cells. PLoS One 2011; 6:e21417. [PMID: 21789170 PMCID: PMC3138744 DOI: 10.1371/journal.pone.0021417] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2010] [Accepted: 06/01/2011] [Indexed: 12/11/2022] Open
Abstract
Prostate cancer is the second leading cause of cancer related death in American men. Development and progression of clinically localized prostate cancer is highly dependent on androgen signaling. Metastatic tumors are initially responsive to anti-androgen therapy, however become resistant to this regimen upon progression. Genomic and proteomic studies have implicated a role for androgen in regulating metabolic processes in prostate cancer. However, there have been no metabolomic profiling studies conducted thus far that have examined androgen-regulated biochemical processes in prostate cancer. Here, we have used unbiased metabolomic profiling coupled with enrichment-based bioprocess mapping to obtain insights into the biochemical alterations mediated by androgen in prostate cancer cell lines. Our findings indicate that androgen exposure results in elevation of amino acid metabolism and alteration of methylation potential in prostate cancer cells. Further, metabolic phenotyping studies confirm higher flux through pathways associated with amino acid metabolism in prostate cancer cells treated with androgen. These findings provide insight into the potential biochemical processes regulated by androgen signaling in prostate cancer. Clinically, if validated, these pathways could be exploited to develop therapeutic strategies that supplement current androgen ablative treatments while the observed androgen-regulated metabolic signatures could be employed as biomarkers that presage the development of castrate-resistant prostate cancer.
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Affiliation(s)
- Nagireddy Putluri
- Cancer Center, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta, Georgia, United States of America
| | - Ali Shojaie
- Department of Statistics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Vihas T. Vasu
- Cancer Center, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta, Georgia, United States of America
| | - Srilatha Nalluri
- Cancer Center, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta, Georgia, United States of America
| | - Shaiju K. Vareed
- Cancer Center, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta, Georgia, United States of America
| | - Vasanta Putluri
- Cancer Center, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta, Georgia, United States of America
| | - Anuradha Vivekanandan-Giri
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Jeman Byun
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Subramaniam Pennathur
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Theodore R. Sana
- Metabolomics Laboratory Application Group, Agilent Technologies, Santa Clara, California, United States of America
| | - Steven M. Fischer
- Metabolomics Laboratory Application Group, Agilent Technologies, Santa Clara, California, United States of America
| | - Ganesh S. Palapattu
- Department of Urology, The Methodist Hospital, Houston, Texas, Unites States of America
| | - Chad J. Creighton
- Dan. L. Duncan Cancer Center, Baylor College of Medicine, Houston, Texas, United States of America
| | - George Michailidis
- Department of Statistics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Arun Sreekumar
- Cancer Center, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Urology, Medical College of Georgia, Augusta, Georgia, United States of America
- Department of Surgery, Medical College of Georgia, Augusta, Georgia, United States of America
- * E-mail:
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Laurila K, Oster B, Andersen CL, Lamy P, Orntoft T, Yli-Harja O, Wiuf C. A beta-mixture model for dimensionality reduction, sample classification and analysis. BMC Bioinformatics 2011; 12:215. [PMID: 21619656 PMCID: PMC3126746 DOI: 10.1186/1471-2105-12-215] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2010] [Accepted: 05/27/2011] [Indexed: 01/15/2023] Open
Abstract
Background Patterns of genome-wide methylation vary between tissue types. For example, cancer tissue shows markedly different patterns from those of normal tissue. In this paper we propose a beta-mixture model to describe genome-wide methylation patterns based on probe data from methylation microarrays. The model takes dependencies between neighbour probe pairs into account and assumes three broad categories of methylation, low, medium and high. The model is described by 37 parameters, which reduces the dimensionality of a typical methylation microarray significantly. We used methylation microarray data from 42 colon cancer samples to assess the model. Results Based on data from colon cancer samples we show that our model captures genome-wide characteristics of methylation patterns. We estimate the parameters of the model and show that they vary between different tissue types. Further, for each methylation probe the posterior probability of a methylation state (low, medium or high) is calculated and the probability that the state is correctly predicted is assessed. We demonstrate that the model can be applied to classify cancer tissue types accurately and that the model provides accessible and easily interpretable data summaries. Conclusions We have developed a beta-mixture model for methylation microarray data. The model substantially reduces the dimensionality of the data. It can be used for further analysis, such as sample classification or to detect changes in methylation status between different samples and tissues.
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Affiliation(s)
- Kirsti Laurila
- Bioinformatics Research Centre, Aarhus University, C.F. Møllers Allé 8, DK-8000 Århus C, Denmark
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Drenzek JG, Seiler NL, Jaskula-Sztul R, Rausch MM, Rose SL. Xanthohumol decreases Notch1 expression and cell growth by cell cycle arrest and induction of apoptosis in epithelial ovarian cancer cell lines. Gynecol Oncol 2011; 122:396-401. [PMID: 21616523 DOI: 10.1016/j.ygyno.2011.04.027] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2010] [Revised: 04/05/2011] [Accepted: 04/19/2011] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Notch1 signaling is active in ovarian cancer and is a promising pathway for new therapies in ovarian cancer. We have previously detected high Notch1 expression in ovarian tumors. Xanthohumol has been shown to inhibit cancer cell growth and invasion, including Kaposi's sarcoma, which also highly expresses Notch1. We hypothesized that the Notch1 signaling pathway is targeted by xanthohumol leading to decreased ovarian cancer cell growth. METHODS SKOV3 and OVCAR3 cells were utilized. MTT growth assays were conducted following treatment with xanthohumol. Quantitative RT-PCR and Western blot analyses were conducted to assess Notch1 down-regulation. Luciferase reporter assays were performed to assess functional down-regulation of Notch1. Cell cycle analysis was performed by flow cytometry. RESULTS Significant growth inhibition and down-regulation of Notch1 transcription and protein expression were found following xanthohumol treatment. In addition, xanthohumol increased Hes6 transcription and decreased Hes1 transcription, known downstream targets of Notch 1. These observations were associated with cell cycle inhibition as demonstrated by an increase in p21 expression and S and G2/M cell cycle arrest confirmed by an increase in phosphorylated cdc2. Furthermore, an increase in the apoptotic markers, cleaved caspase-3 and cleaved PARP were observed. CONCLUSION Xanthohumol was a potent inhibitor of ovarian cancer cell growth, and our results suggest that xanthohumol may be influencing the Notch1 pathway. These findings suggest that xanthohumol could be useful as a therapeutic agent in ovarian cancer.
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Affiliation(s)
- Jessica G Drenzek
- Department of Obstetrics and Gynecology, The University of Wisconsin School of Medicine and Public Health, Madison, WI 53792, USA
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45
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Woloszynska-Read A, Zhang W, Yu J, Link PA, Mhawech-Fauceglia P, Collamat G, Akers SN, Ostler KR, Godley LA, Odunsi K, Karpf AR. Coordinated cancer germline antigen promoter and global DNA hypomethylation in ovarian cancer: association with the BORIS/CTCF expression ratio and advanced stage. Clin Cancer Res 2011; 17:2170-80. [PMID: 21296871 PMCID: PMC3079045 DOI: 10.1158/1078-0432.ccr-10-2315] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
PURPOSE Cancer germline (CG) antigens are frequently expressed and hypomethylated in epithelial ovarian cancer (EOC), but the relationship of this phenomenon to global DNA hypomethylation is unknown. In addition, the potential mechanisms leading to DNA hypomethylation, and its clinicopathologic significance in EOC, have not been determined. EXPERIMENTAL DESIGN We used quantitative mRNA expression and DNA methylation analyses to determine the relationship between expression and methylation of X-linked (MAGE-A1, NY-ESO-1, XAGE-1) and autosomal (BORIS, SOHLH2) CG genes, global DNA methylation (5mdC levels, LINE-1, Alu, and Sat-α methylation), and clinicopathology, using 75 EOC samples. In addition, we examined the association between these parameters and a number of mechanisms proposed to contribute to DNA hypomethylation in cancer. RESULTS CG genes were coordinately expressed in EOC and this was associated with promoter DNA hypomethylation. Hypomethylation of CG promoters was highly correlated and strongly associated with LINE-1 and Alu methylation, moderately with 5mdC levels, and rarely with Sat-α methylation. BORIS and LINE-1 hypomethylation, and BORIS expression, were associated with advanced stage. GADD45A expression, MTHFR genotype, DNMT3B isoform expression, and BORIS mRNA expression did not associate with methylation parameters. In contrast, the BORIS/CTCF expression ratio was associated with DNA hypomethylation, and furthermore correlated with advanced stage and decreased survival. CONCLUSIONS DNA hypomethylation coordinately affects CG antigen gene promoters and specific repetitive DNA elements in EOC, and correlates with advanced stage disease. The BORIS/CTCF mRNA expression ratio is closely associated with DNA hypomethylation and confers poor prognosis in EOC.
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Affiliation(s)
- Anna Woloszynska-Read
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
| | - Wa Zhang
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
| | - Jihnhee Yu
- Department of Biostatistics, SUNY Buffalo, Buffalo, NY
| | - Petra A. Link
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
| | | | - Golda Collamat
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
| | - Stacey N. Akers
- Department of Gynecological Oncology, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
| | - Kelly R. Ostler
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, IL
| | - Lucy A. Godley
- Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, IL
| | - Kunle Odunsi
- Department of Gynecological Oncology, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
- Department of Immunology, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
| | - Adam R. Karpf
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263
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Kitkumthorn N, Mutirangura A. Long interspersed nuclear element-1 hypomethylation in cancer: biology and clinical applications. Clin Epigenetics 2011; 2:315-30. [PMID: 22704344 PMCID: PMC3365388 DOI: 10.1007/s13148-011-0032-8] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2010] [Accepted: 03/20/2011] [Indexed: 12/31/2022] Open
Abstract
Epigenetic changes in long interspersed nuclear element-1s (LINE-1s or L1s) occur early during the process of carcinogenesis. A lower methylation level (hypomethylation) of LINE-1 is common in most cancers, and the methylation level is further decreased in more advanced cancers. Consequently, several previous studies have suggested the use of LINE-1 hypomethylation levels in cancer screening, risk assessment, tumor staging, and prognostic prediction. Epigenomic changes are complex, and global hypomethylation influences LINE-1s in a generalized fashion. However, the methylation levels of some loci are dependent on their locations. The consequences of LINE-1 hypomethylation are genomic instability and alteration of gene expression. There are several mechanisms that promote both of these consequences in cis. Therefore, the methylation levels of different sets of LINE-1s may represent certain phenotypes. Furthermore, the methylation levels of specific sets of LINE-1s may indicate carcinogenesis-dependent hypomethylation. LINE-1 methylation pattern analysis can classify LINE-1s into one of three classes based on the number of methylated CpG dinucleotides. These classes include hypermethylation, partial methylation, and hypomethylation. The number of partial and hypermethylated loci, but not hypomethylated LINE-1s, is different among normal cell types. Consequently, the number of hypomethylated loci is a more promising marker than methylation level in the detection of cancer DNA. Further genome-wide studies to measure the methylation level of each LINE-1 locus may improve PCR-based methylation analysis to allow for a more specific and sensitive detection of cancer DNA or for an analysis of certain cancer phenotypes.
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Abstract
In the testicular cancer cell line, NT2, we previously demonstrated that differentially methylated regions were located in introns or intergenic regions, and postulated these might regulate non-coding RNAs. Three microRNAs and three small nucleolar RNAs were differentially methylated; one, miR-199a, was associated with the progression and prognosis of gastric and ovarian cancers. In this report we document, by epigenomic profiling of testicular tissue, that miR-199a is transcribed as antisense of dynamin 3 (chromosome 1q24.3), and hypermethylation of this region is correlated with miR-199a-5p/3p repression and tumor malignancy. Re-expression of miR-199a in testicular cancer cells led to suppression of cell growth, cancer migration, invasion and metastasis. The miR-199a-5p, one of two mature miRNA species derived from miR-199a, is associated with tumor malignancy. We further identified the embryonal carcinoma antigen podocalyxin-like protein 1 (PODXL), an anti-adhesive protein expressed in aggressive tumors, as a target of miR-199a-5p. We demonstrated PODXL is overexpressed in malignant testicular tumor, and cellular depletion of PODXL resulted in suppression of cancer invasion. The inverse relationship between PODXL and miR-199a-5p expression suggests PODXL is a downstream effector mediating the action of miR199a-5p. This report identifies DNA methylation, miR-199a dysregulation and PODXL as critical factors in tumor malignancy.
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Fu S, Hu W, Iyer R, Kavanagh JJ, Coleman RL, Levenback CF, Sood AK, Wolf JK, Gershenson DM, Markman M, Hennessy BT, Kurzrock R, Bast RC. Phase 1b-2a study to reverse platinum resistance through use of a hypomethylating agent, azacitidine, in patients with platinum-resistant or platinum-refractory epithelial ovarian cancer. Cancer 2010; 117:1661-9. [PMID: 21472713 DOI: 10.1002/cncr.25701] [Citation(s) in RCA: 125] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2010] [Revised: 04/06/2010] [Accepted: 04/09/2010] [Indexed: 11/10/2022]
Abstract
BACKGROUND Sequential treatment with azacitidine can induce re-expression of epigenetically silenced genes through genomic DNA hypomethylation and reverse carboplatin resistance of epithelial ovarian cancer cells. A phase 1b-2a clinical trial of this sequential combination of azacitidine and carboplatin was initiated in patients with platinum-resistant or platinum-refractory epithelial ovarian cancer. METHODS Patients with pathologically confirmed intermediate-grade or high-grade epithelial ovarian cancer who developed disease progression within 6 months (resistant disease, n = 18 patients) or during a platinum-based therapy (refractory disease, n = 12 patients) were eligible. All patients had measurable disease. RESULTS Thirty patients received a total of 163 cycles of treatment. This regimen produced 1 complete response, 3 partial responses (overall response rate [ORR], 13.8%), and 10 cases of stable disease among 29 evaluable patients. For those patients who achieved clinical benefits, the median duration of the treatment was 7.5 months. The median progression-free survival (PFS) and overall survival (OS) for all patients were 3.7 months and 14 months, respectively. Patients with platinum-resistant disease achieved an ORR of 22%, with a median PFS of 5.6 months and a median OS of 23 months. The predominant toxicities were fatigue and myelosuppression. Correlative studies indicated that DR4 methylation in peripheral blood leukocytes was decreased during treatment in 3 of 4 objective responders (75%), but in only 5 of 13 nonresponders (38%). CONCLUSIONS To the authors' knowledge, the results of the current study provide the first clinical evidence that a hypomethylating agent may partially reverse platinum resistance in patients with ovarian cancer. Further clinical evaluation of hypomethylating agents in combination with carboplatin is warranted.
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Affiliation(s)
- Siqing Fu
- Department of Investigational Cancer Therapeutics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas 77030, USA.
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Fang F, Balch C, Schilder J, Breen T, Zhang S, Shen C, Li L, Kulesavage C, Snyder AJ, Nephew KP, Matei DE. A phase 1 and pharmacodynamic study of decitabine in combination with carboplatin in patients with recurrent, platinum-resistant, epithelial ovarian cancer. Cancer 2010; 116:4043-53. [PMID: 20564122 DOI: 10.1002/cncr.25204] [Citation(s) in RCA: 123] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Aberrant DNA methylation is a hallmark of cancer, and DNA methyltransferase inhibitors have demonstrated clinical efficacy in hematologic malignancies. On the basis of preclinical studies indicating that hypomethylating agents can reverse platinum resistance in ovarian cancer cells, the authors conducted a phase 1 trial of low-dose decitabine combined with carboplatin in patients with recurrent, platinum-resistant ovarian cancer. METHODS Decitabine was administered intravenously daily for 5 days, before carboplatin (area under the curve, 5) on Day 8 of a 28-day cycle. By using a standard 3 + 3 dose escalation, decitabine was tested at 2 dose levels: 10 mg/m(2) (7 patients) or 20 mg/m(2) (3 patients). Peripheral blood mononuclear cells (PBMCs) and plasma collected on Days 1 (pretreatment), 5, 8, and 15 were used to assess global (LINE-1 repetitive element) and gene-specific DNA methylation. RESULTS Dose-limiting toxicity (DLT) at the 20-mg/m(2) dose was grade 4 neutropenia (2 patients), and no DLTs were observed at 10 mg/m(2). The most common toxicities were nausea, allergic reactions, neutropenia, fatigue, anorexia, vomiting, and abdominal pain, the majority being grades 1-2. One complete response was observed, and 3 additional patients had stable disease for >/=6 months. LINE-1 hypomethylation on Days 8 and 15 was detected in DNA from PBMCs. Of 5 ovarian cancer-associated methylated genes, HOXA11 and BRCA1 were demethylated in plasma on Days 8 and 15. CONCLUSIONS Repetitive low-dose decitabine is tolerated when combined with carboplatin in ovarian cancer patients, and demonstrates biological (ie, DNA-hypomethylating) activity, justifying further testing for clinical efficacy. Cancer 2010. (c) 2010 American Cancer Society.
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Affiliation(s)
- Fang Fang
- Medical Sciences Program, Indiana University School of Medicine, Indianapolis, IN 46202, USA
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Belancio VP, Roy-Engel AM, Deininger PL. All y'all need to know 'bout retroelements in cancer. Semin Cancer Biol 2010; 20:200-10. [PMID: 20600922 DOI: 10.1016/j.semcancer.2010.06.001] [Citation(s) in RCA: 121] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2010] [Revised: 06/14/2010] [Accepted: 06/17/2010] [Indexed: 01/08/2023]
Abstract
Genetic instability is one of the principal hallmarks and causative factors in cancer. Human transposable elements (TE) have been reported to cause human diseases, including several types of cancer through insertional mutagenesis of genes critical for preventing or driving malignant transformation. In addition to retrotransposition-associated mutagenesis, TEs have been found to contribute even more genomic rearrangements through non-allelic homologous recombination. TEs also have the potential to generate a wide range of mutations derivation of which is difficult to directly trace to mobile elements, including double strand breaks that may trigger mutagenic genomic rearrangements. Genome-wide hypomethylation of TE promoters and significantly elevated TE expression in almost all human cancers often accompanied by the loss of critical DNA sensing and repair pathways suggests that the negative impact of mobile elements on genome stability should increase as human tumors evolve. The biological consequences of elevated retroelement expression, such as the rate of their amplification, in human cancers remain obscure, particularly, how this increase translates into disease-relevant mutations. This review is focused on the cellular mechanisms that control human TE-associated mutagenesis in cancer and summarizes the current understanding of TE contribution to genetic instability in human malignancies.
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Affiliation(s)
- Victoria P Belancio
- Tulane University, Department of Structural and Cellular Biology, School of Medicine, Tulane Cancer Center and Tulane Center for Aging, New Orleans, LA 70112, USA
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