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Bagheri-Hosseinabadi Z, Eshkevari SMS, Khalighfard S, Alizadeh AM, Khori V, Amiriani T, Poorkhani A, Sadani S, Esmati E, Lashgari M, Mahmoodi M, Hajizadeh MR. A systematic approach introduced some immune system targets in rectal cancer by considering cell-free DNA methylation in response to radiochemotherapy. Cytokine 2024; 181:156666. [PMID: 38906038 DOI: 10.1016/j.cyto.2024.156666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 05/12/2024] [Accepted: 05/26/2024] [Indexed: 06/23/2024]
Abstract
BACKGROUND This study aims to investigate cell-free DNA (cfDNA) methylation of genes involved in some immune system targets as biomarkers of radioresistance in patients with non-metastatic rectal cancer. METHODS Gene expression (GSE68204, GPL6480, and GSE15781) and DNA methylation profiles (GSE75548 and GSE139404) of rectal cancer patients were obtained from the Gene Expression Omnibus (GEO) database. GEO2R and FunRich software were first used to identify genes with significant expression differences. Enricher softwer was then used to analyze Gene Ontology and detect pathway enrichment of hub genes. Blood samples were then taken from 43 rectal cancer patients. After cfDNA extraction from samples, it was treated with bisulfite and analyzed by methylation-specific PCR. RESULTS 1088 genes with high and 629 with low expression were identified by GEO2R and FunRich software. A total of five high-expression hub genes, including CDH24, FGF18, CCND1, IFITM1, UBE2V1, and three low-expression hub genes, including CBLN2, VIPR2, and IRF4, were identified from UALCAN and DNMIVD databases. Methylation-specific PCR indicated a significant difference in hub gene methylation between cancerous and non-cancerous individuals. Radiochemotherapy significantly affected hub gene methylation. There was a considerable difference in the methylation rate of hub genes between patients who responded to radiochemotherapy and those who did not. CONCLUSIONS Evaluating gene methylation patterns might be an appropriate diagnostic tool to predict radiochemotherapy response and develop targeted therapeutic agents.
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Affiliation(s)
- Zahra Bagheri-Hosseinabadi
- Molecular Medicine Research Center, Research Institute of Basic Medical Sciences, Rafsanjan University of Medical Sciences, Rafsanjan, Iran; Department of Clinical Biochemistry, School of Medicine, Rafsanjan University of Medical Sciences, Rafsanjan, Iran
| | | | | | - Ali Mohammad Alizadeh
- Radiation Oncology Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran; Cancer Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran.
| | - Vahid Khori
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Taghi Amiriani
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Amirhoushang Poorkhani
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Somayeh Sadani
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Ebrahim Esmati
- Radiation Oncology Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Marzih Lashgari
- Radiation Oncology Research Center, Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehdi Mahmoodi
- Molecular Medicine Research Center, Research Institute of Basic Medical Sciences, Rafsanjan University of Medical Sciences, Rafsanjan, Iran; Department of Clinical Biochemistry, Afzalipour School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohammad Reza Hajizadeh
- Molecular Medicine Research Center, Research Institute of Basic Medical Sciences, Rafsanjan University of Medical Sciences, Rafsanjan, Iran; Department of Clinical Biochemistry, School of Medicine, Rafsanjan University of Medical Sciences, Rafsanjan, Iran
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2
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Hussein R, Abou-Shanab AM, Badr E. A multi-omics approach for biomarker discovery in neuroblastoma: a network-based framework. NPJ Syst Biol Appl 2024; 10:52. [PMID: 38760476 PMCID: PMC11101461 DOI: 10.1038/s41540-024-00371-3] [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: 11/09/2023] [Accepted: 04/16/2024] [Indexed: 05/19/2024] Open
Abstract
Neuroblastoma (NB) is one of the leading causes of cancer-associated death in children. MYCN amplification is a prominent genetic marker for NB, and its targeting to halt NB progression is difficult to achieve. Therefore, an in-depth understanding of the molecular interactome of NB is needed to improve treatment outcomes. Analysis of NB multi-omics unravels valuable insight into the interplay between MYCN transcriptional and miRNA post-transcriptional modulation. Moreover, it aids in the identification of various miRNAs that participate in NB development and progression. This study proposes an integrated computational framework with three levels of high-throughput NB data (mRNA-seq, miRNA-seq, and methylation array). Similarity Network Fusion (SNF) and ranked SNF methods were utilized to identify essential genes and miRNAs. The specified genes included both miRNA-target genes and transcription factors (TFs). The interactions between TFs and miRNAs and between miRNAs and their target genes were retrieved where a regulatory network was developed. Finally, an interaction network-based analysis was performed to identify candidate biomarkers. The candidate biomarkers were further analyzed for their potential use in prognosis and diagnosis. The candidate biomarkers included three TFs and seven miRNAs. Four biomarkers have been previously studied and tested in NB, while the remaining identified biomarkers have known roles in other types of cancer. Although the specific molecular role is yet to be addressed, most identified biomarkers possess evidence of involvement in NB tumorigenesis. Analyzing cellular interactome to identify potential biomarkers is a promising approach that can contribute to optimizing efficient therapeutic regimens to target NB vulnerabilities.
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Affiliation(s)
- Rahma Hussein
- Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt
| | - Ahmed M Abou-Shanab
- Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt
| | - Eman Badr
- Biomedical Sciences Program, University of Science and Technology, Zewail City of Science and Technology, Giza, 12578, Egypt.
- Faculty of Computers and Artificial Intelligence, Cairo University, Giza, 12613, Egypt.
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3
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Kurzava Kendall L, Ma Y, Yang T, Lubecka K, Stefanska B. Epigenetic Effects of Resveratrol on Oncogenic Signaling in Breast Cancer. Nutrients 2024; 16:699. [PMID: 38474826 DOI: 10.3390/nu16050699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/23/2024] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
The crosstalk between oncogenic signaling pathways plays a crucial role in driving cancer development. We previously demonstrated that dietary polyphenols, specifically resveratrol (RSV) and other stilbenoids, epigenetically target oncogenes for silencing via DNA hypermethylation in breast cancer. In the present study, we identify signal transduction regulators among RSV-hypermethylated targets and investigate the functional role of RSV-mediated DNA hypermethylation in the regulation of Hedgehog and Wnt signaling. Non-invasive ER-positive MCF-7 and highly invasive triple-negative MCF10CA1a human breast cancer cell lines were used as experimental models. Upon 9-day exposure to 15 µM RSV, pyrosequencing and qRT-PCR were performed to assess DNA methylation and expression of GLI2 and WNT4, which are upstream regulators of the Hedgehog and Wnt pathways, respectively. Our results showed that RSV led to a DNA methylation increase within GLI2 and WNT4 enhancers, which was accompanied by decreases in gene expression. Consistently, we observed the downregulation of genes downstream of the Hedgehog and Wnt signaling, including common targets shared by both pathways, CCND1 and CYR61. Further analysis using chromatin immunoprecipitation identified increased H3K27 trimethylation and decreased H3K9 and H3K27 acetylation, along with abolishing OCT1 transcription factor binding. Those changes indicate a transcriptionally silent chromatin state at GLI2 and WNT4 enhancers. The inhibition of the Wnt signal transduction was confirmed using a phospho-antibody array that demonstrated suppression of positive and stimulation of negative Wnt regulators. In conclusion, our results provide scientific evidence for dietary polyphenols as epigenetics-modulating agents that act to re-methylate and silence oncogenes, reducing the oncogenic signal transduction. Targeting such an action could be an effective strategy in breast cancer prevention and/or adjuvant therapy.
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Affiliation(s)
| | - Yuexi Ma
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Tony Yang
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Katarzyna Lubecka
- Department of Biomedical Chemistry, Medical University of Lodz, 92-215 Lodz, Poland
| | - Barbara Stefanska
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada
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4
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Andrews JL, Zalesky A, Nair S, Sullivan RP, Green MJ, Pantelis C, Newell KA, Fernandez F. Genetic and Epigenetic Regulation in Lingo-1: Effects on Cognitive Function and White Matter Microstructure in a Case-Control Study for Schizophrenia. Int J Mol Sci 2023; 24:15624. [PMID: 37958608 PMCID: PMC10648795 DOI: 10.3390/ijms242115624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/19/2023] [Accepted: 10/22/2023] [Indexed: 11/15/2023] Open
Abstract
Leucine-rich repeat and immunoglobulin domain-containing protein (Lingo-1) plays a vital role in a large number of neuronal processes underlying learning and memory, which are known to be disrupted in schizophrenia. However, Lingo-1 has never been examined in the context of schizophrenia. The genetic association of a single-nucleotide polymorphism (SNP, rs3144) and methylation (CpG sites) in the Lingo-1 3'-UTR region was examined, with the testing of cognitive dysfunction and white matter (WM) integrity in a schizophrenia case-control cohort (n = 268/group). A large subset of subjects (97 control and 161 schizophrenia subjects) underwent structural magnetic resonance imaging (MRI) brain scans to assess WM integrity. Frequency of the rs3144 minor allele was overrepresented in the schizophrenia population (p = 0.03), with an odds ratio of 1.39 (95% CI 1.016-1.901). CpG sites surrounding rs3144 were hypermethylated in the control population (p = 0.032) compared to the schizophrenia group. rs3144 genotype was predictive of membership to a subclass of schizophrenia subjects with generalized cognitive deficits (p < 0.05), in addition to having associations with WM integrity (p = 0.018). This is the first study reporting a potential implication of genetic and epigenetic risk factors in Lingo-1 in schizophrenia. Both of these genetic and epigenetic alterations may also have associations with cognitive dysfunction and WM integrity in the context of the schizophrenia pathophysiology.
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Affiliation(s)
- Jessica L. Andrews
- School of Medical, Indigenous and Health Sciences, and Molecular Horizons, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia (K.A.N.)
| | - Andrew Zalesky
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne, Carlton South, VIC 3053, Australia; (A.Z.); (C.P.)
| | - Shalima Nair
- Epigenetics Research Program, Genomics and Epigenetics Division, Garvan Institute of Medical Research, Sydney, NSW 2010, Australia;
| | - Ryan P. Sullivan
- ARC Centre of Excellence for Electromaterials Science, Intelligent Polymer Research Institute, AIIM Facility, University of Wollongong, Wollongong, NSW 2522, Australia;
| | - Melissa J. Green
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, UNSW Sydney, Sydney, NSW 2052, Australia;
| | - Christos Pantelis
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne, Carlton South, VIC 3053, Australia; (A.Z.); (C.P.)
| | - Kelly A. Newell
- School of Medical, Indigenous and Health Sciences, and Molecular Horizons, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia (K.A.N.)
| | - Francesca Fernandez
- School of Medical, Indigenous and Health Sciences, and Molecular Horizons, Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW 2522, Australia (K.A.N.)
- School of Behavioural and Health Sciences, Faculty of Heath Sciences, Australian Catholic University, Banyo, QLD 4014, Australia
- Healthy Brain and Mind Research Centre, Australian Catholic University, Fitzroy, VIC 3065, Australia
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5
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Zhen X, Zhao W, Wang J, Li L, He Y, Zhang J, Li C, Zhang S, Huang J, Luo B, Gao Y. Genetic Variations Within METTL16 and Susceptibility to Sudden Cardiac Death in Chinese Populations With Coronary Artery Disease. Am J Cardiol 2023; 202:90-99. [PMID: 37423176 DOI: 10.1016/j.amjcard.2023.06.062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 06/12/2023] [Accepted: 06/19/2023] [Indexed: 07/11/2023]
Abstract
Despite recent advances in the prevention of coronary heart disease, the mortality rate of sudden cardiac death (SCD) remains high, which has become a substantial public health issue. Methyltransferase-like protein 16 (METTL16), as a newly discovered m6A methyltransferase, may be related to cardiovascular diseases. In the present study, a 6-base-pair insertion/deletion (del) polymorphism (rs58928048) in the METTL16 3'untranslated region (3'UTR) region was chosen as a candidate variant based on the findings of systematic screening. Then, the association between rs58928048 and susceptibility to SCD originating from coronary artery disease (SCD-CAD) in the Chinese population was investigated by conducting a case-control study that included 210 SCD-CAD cases and 644 matched healthy controls. Logistic regression analysis showed that the del allele of rs58928048 significantly reduced the SCD risk (odds ratio 0.69, 95% confidence interval 0.55 to 0.87, p = 0.00177). Genotype-phenotype correlation studies in human cardiac tissue samples demonstrated that the lower messenger RNA and protein expression levels of METTL16 were associated with the del allele of rs58928048. In the dual-luciferase activity assay, the del/del genotype exhibited lower transcriptional competence. Further bioinformatic analysis showed that the rs58928048 del variant may create transcription factor binding sites. Finally, pyrosequencing showed that the genotype of rs58928048 was related to the methylation status of the 3'UTR region of METTL16. Taken together, our findings provide evidence that rs58928048 may affect the methylation status of the 3'UTR region of METTL16 and subsequently affect its transcriptional activity thus as a potential genetic risk marker for SCD-CAD.
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Affiliation(s)
- Xiaoyuan Zhen
- Departments of Forensic Medicine, Medical College of Soochow University, Suzhou, China
| | - Wenfeng Zhao
- Departments of Forensic Medicine, Medical College of Soochow University, Suzhou, China
| | - Jiawen Wang
- Department of Forensic Medicine, Guizhou Medical University, Guiyang, China
| | - Lijuan Li
- Departments of Forensic Medicine, Medical College of Soochow University, Suzhou, China
| | - Yan He
- Departments of Epidemiology, Medical College of Soochow University, Suzhou, China
| | - Jianhua Zhang
- Department of Forensic Medicine, Shanghai Key Laboratory of Forensic Medicine, Institute of Forensic Sciences, Ministry of Justice, Shanghai, China
| | - Chengtao Li
- Department of Forensic Medicine, Shanghai Key Laboratory of Forensic Medicine, Institute of Forensic Sciences, Ministry of Justice, Shanghai, China
| | - Suhua Zhang
- Department of Forensic Medicine, Shanghai Key Laboratory of Forensic Medicine, Institute of Forensic Sciences, Ministry of Justice, Shanghai, China
| | - Jiang Huang
- Department of Forensic Medicine, Guizhou Medical University, Guiyang, China.
| | - Bin Luo
- Department of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
| | - Yuzhen Gao
- Departments of Forensic Medicine, Medical College of Soochow University, Suzhou, China.
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6
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Branham EM, McLean SA, Deliwala I, Mauck MC, Zhao Y, McKibben LA, Lee A, Spencer AB, Zannas AS, Lechner M, Danza T, Velilla MA, Hendry PL, Pearson C, Peak DA, Jones J, Rathlev NK, Linnstaedt SD. CpG Methylation Levels in HPA Axis Genes Predict Chronic Pain Outcomes Following Trauma Exposure. THE JOURNAL OF PAIN 2023; 24:1127-1141. [PMID: 36906051 PMCID: PMC10330094 DOI: 10.1016/j.jpain.2023.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 02/21/2023] [Accepted: 03/01/2023] [Indexed: 03/12/2023]
Abstract
Chronic post-traumatic musculoskeletal pain (CPTP) is a common outcome of traumatic stress exposure. Biological factors that influence the development of CPTP are poorly understood, though current evidence indicates that the hypothalamic-pituitary-adrenal (HPA) axis plays a critical role in its development. Little is known about molecular mechanisms underlying this association, including epigenetic mechanisms. Here, we assessed whether peritraumatic DNA methylation levels at 248 5'-C-phosphate-G-3' (CpG) sites in HPA axis genes (FKBP5, NR3C1, CRH, CRHR1, CRHR2, CRHBP, POMC) predict CPTP and whether identified CPTP-associated methylation levels influence expression of those genes. Using participant samples and data collected from trauma survivors enrolled into longitudinal cohort studies (n = 290), we used linear mixed modeling to assess the relationship between peritraumatic blood-based CpG methylation levels and CPTP. A total of 66 (27%) of the 248 CpG sites assessed in these models statistically significantly predicted CPTP, with the three most significantly associated CpG sites originating from the POMC gene region (ie, cg22900229 [β = .124, P < .001], cg16302441 [β = .443, P < .001], cg01926269 [β = .130, P < .001]). Among the genes analyzed, both POMC (z = 2.36, P = .018) and CRHBP (z = 4.89, P < .001) were enriched in CpG sites significantly associated with CPTP. Further, POMC expression was inversely correlated with methylation levels in a CPTP-dependent manner (6-months NRS<4: r = -.59, P < .001; 6-months NRS ≥ 4: r = -.18, P = .2312). Our results suggest that methylation of HPA axis genes including POMC and CRHBP predict risk for and may contribute to vulnerability to CPTP. PERSPECTIVE: Peritraumatic blood levels of CpG methylation sites in HPA axis genes, particularly CpG sites in the POMC gene, predict CPTP development. This data substantially advances our understanding of epigenetic predictors and potential mediators of CPTP, a highly common, morbid, and hard-to-treat form of chronic pain.
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Affiliation(s)
- Erica M Branham
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Curriculum in Genetics and Molecular Biology, University of North Carolina, Chapel Hill, North Carolina
| | - Samuel A McLean
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Department of Emergency Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Ishani Deliwala
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina
| | - Matthew C Mauck
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina
| | - Ying Zhao
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina
| | - Lauren A McKibben
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina
| | - Aaron Lee
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina
| | - Alex B Spencer
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina
| | - Anthony S Zannas
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Psychiatry, University of North Carolina, Chapel Hill, North Carolina; Department of Genetics, University of North Carolina, Chapel Hill, North Carolina; Carolina Stress Initiative, University of North Carolina, Chapel Hill, North Carolina
| | - Megan Lechner
- Forensic Nursing Program, Memorial Health System, Colorado Springs, Colorado
| | - Teresa Danza
- Forensic Nursing Program, Albuquerque SANE Collaborative, Albuquerque, New Mexico
| | | | - Phyllis L Hendry
- Department of Emergency Medicine, University of Florida College of Medicine, Jacksonville, Florida
| | - Claire Pearson
- Department of Emergency Medicine, Detroit Receiving, Detroit, Michigan
| | - David A Peak
- Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Jeffrey Jones
- Department of Emergency Medicine, Spectrum Health Butterworth Campus, Grand Rapids, Michigan
| | - Niels K Rathlev
- Department of Emergency Medicine, University of Massachusetts Chan Medical School Baystate, Springfield, Massachusetts
| | - Sarah D Linnstaedt
- Institute for Trauma Recovery, University of North Carolina, Chapel Hill, North Carolina; Department of Anesthesiology, University of North Carolina, Chapel Hill, North Carolina; Curriculum in Genetics and Molecular Biology, University of North Carolina, Chapel Hill, North Carolina.
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7
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Boycott C, Beetch M, Yang T, Lubecka K, Ma Y, Zhang J, Kurzava Kendall L, Ullmer M, Ramsey BS, Torregrosa-Allen S, Elzey BD, Cox A, Lanman NA, Hui A, Villanueva N, de Conti A, Huan T, Pogribny I, Stefanska B. Epigenetic aberrations of gene expression in a rat model of hepatocellular carcinoma. Epigenetics 2022; 17:1513-1534. [PMID: 35502615 PMCID: PMC9586690 DOI: 10.1080/15592294.2022.2069386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 03/22/2022] [Accepted: 04/14/2022] [Indexed: 11/15/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is mostly triggered by environmental and life-style factors and may involve epigenetic aberrations. However, a comprehensive documentation of the link between the dysregulated epigenome, transcriptome, and liver carcinogenesis is lacking. In the present study, Fischer-344 rats were fed a choline-deficient (CDAA, cancer group) or choline-sufficient (CSAA, healthy group) L-amino acid-defined diet. At the end of 52 weeks, transcriptomic alterations in livers of rats with HCC tumours and healthy livers were investigated by RNA sequencing. DNA methylation and gene expression were assessed by pyrosequencing and quantitative reverse-transcription PCR (qRT-PCR), respectively. We discovered 1,848 genes that were significantly differentially expressed in livers of rats with HCC tumours (CDAA) as compared with healthy livers (CSAA). Upregulated genes in the CDAA group were associated with cancer-related functions, whereas macronutrient metabolic processes were enriched by downregulated genes. Changes of highest magnitude were detected in numerous upregulated genes that govern key oncogenic signalling pathways, including Notch, Wnt, Hedgehog, and extracellular matrix degradation. We further detected perturbations in DNA methylating and demethylating enzymes, which was reflected in decreased global DNA methylation and increased global DNA hydroxymethylation. Four selected upregulated candidates, Mmp12, Jag1, Wnt4, and Smo, demonstrated promoter hypomethylation with the most profound decrease in Mmp12. MMP12 was also strongly overexpressed and hypomethylated in human HCC HepG2 cells as compared with primary hepatocytes, which coincided with binding of Ten-eleven translocation 1 (TET1). Our findings provide comprehensive evidence for gene expression changes and dysregulated epigenome in HCC pathogenesis, potentially revealing novel targets for HCC prevention/treatment.
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Affiliation(s)
- Cayla Boycott
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada
| | - Megan Beetch
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tony Yang
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada
| | - Katarzyna Lubecka
- Department of Biomedical Chemistry, Faculty of Health Sciences, Medical University of Lodz, Lodz, Poland
| | - Yuexi Ma
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jiaxi Zhang
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lucinda Kurzava Kendall
- Department of Nutrition Science, College of Health and Human Sciences, Purdue University, Indiana, USA
- Department of Internal Medicine, Ascension St. Vincent Hospital, Indianapolis, Indiana, USA
| | - Melissa Ullmer
- Department of Anatomy, Cell Biology and Physiology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Benjamin S. Ramsey
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA
| | - Sandra Torregrosa-Allen
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA
| | - Bennett D. Elzey
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, Indiana, USA
| | - Abigail Cox
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, Indiana, USA
| | - Nadia Atallah Lanman
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, Indiana, USA
| | - Alisa Hui
- Department of Chemistry, Faculty of Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nathaniel Villanueva
- Department of Chemistry, Faculty of Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Aline de Conti
- Division of Biochemical Toxicology, FDA-National Center for Toxicological Research, Jefferson, Arkansas, USA
| | - Tao Huan
- Department of Chemistry, Faculty of Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Igor Pogribny
- Division of Biochemical Toxicology, FDA-National Center for Toxicological Research, Jefferson, Arkansas, USA
| | - Barbara Stefanska
- Food, Nutrition and Health Program, Faculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada
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8
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Wang L, Qiao C, Cao L, Cai S, Ma X, Song X, Jiang Q, Huang C, Wang J. Significance of HOXD transcription factors family in progression, migration and angiogenesis of cancer. Crit Rev Oncol Hematol 2022; 179:103809. [PMID: 36108961 DOI: 10.1016/j.critrevonc.2022.103809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 09/05/2022] [Accepted: 09/06/2022] [Indexed: 10/31/2022] Open
Abstract
The transcription factors (TFs) of the HOX family play significant roles during early embryonic development and cellular processes. They also play a key role in tumorigenesis as tumor oncogenes or suppressors. Furthermore, TFs of the HOXD geFIne cluster affect proliferation, migration, and invasion of tumors. Consequently, dysregulated activity of HOXD TFs has been linked to clinicopathological characteristics of cancer. HOXD TFs are regulated by non-coding RNAs and methylation of DNA on promoter and enhancer regions. In addition, HOXD genes modulate the biological function of cancer cells via the MEK and AKT signaling pathways, thus, making HOXD TFs, a suitable molecular marker for cancer prognosis and therapy. In this review, we summarized the roles of HOXD TFs in different cancers and highlighted its potential as a diagnostic and therapeutic target.
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Affiliation(s)
- Lumin Wang
- Gastroenterology department, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, PR China; Institute of precision medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, PR China
| | - Chenyang Qiao
- Gastroenterology department, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, PR China
| | - Li Cao
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, PR China
| | - Shuang Cai
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, PR China
| | - Xiaoping Ma
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, PR China
| | - Xinqiu Song
- Department of Cell Biology and Genetics, Medical College of Yan'an University, Yan'an, Shaanxi, PR China
| | - Qiuyu Jiang
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, PR China
| | - Chen Huang
- Department of Cell Biology and Genetics, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, PR China; Key Laboratory of Environment and Genes Related to Diseases, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, PR China.
| | - Jinhai Wang
- Gastroenterology department, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, PR China; Institute of precision medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, PR China.
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Identification of the Novel Methylated Genes' Signature to Predict Prognosis in INRG High-Risk Neuroblastomas. JOURNAL OF ONCOLOGY 2021; 2021:1615201. [PMID: 34557229 PMCID: PMC8455188 DOI: 10.1155/2021/1615201] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/20/2021] [Accepted: 08/30/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND Neuroblastomas are the most frequent extracranial pediatric solid tumors. The prognosis of children with high-risk neuroblastomas has remained poor in the past decade. A powerful signature is required to identify factors associated with prognosis and improved treatment selection. Here, we identified a strong methylation signature that favored the earlier diagnosis of neuroblastoma in patients. METHODS Gene methylation (GM) data of neuroblastoma patients from the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) were analyzed using a multivariate Cox regression analysis (MCRA) and univariate Cox proportional hazards regression analysis (UCPHRA). RESULTS The methylated genes' signature consisting of eight genes (NBEA, DDX28, TMED8, LOC151174, EFNB2, GHRHR, MIMT1, and SLC29A3) was selected. The signature divided patients into low- and high-risk categories, with statistically significant survival rates (median survival time: 25.08 vs. >128.80 months, log-rank test, P < 0.001) in the training group, and the validation of the signature's risk stratification ability was carried out in the test group (log-rank test, P < 0.01, median survival time: 30.48 vs. >120.36 months). The methylated genes' signature was found to be an independent predictive factor for neuroblastoma by MCRA. Functional enrichment analysis suggested that these methylated genes were related to butanoate metabolism, beta-alanine metabolism, and glutamate metabolism, all playing different significant roles in the process of energy metabolism in neuroblastomas. CONCLUSIONS The set of eight methylated genes could be used as a new predictive and prognostic signature for patients with INRG high-risk neuroblastomas, thus assisting in treatment, drug development, and predicting survival.
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10
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Abstract
Determining the effect of DNA methylation on chromatin structure and function in higher organisms is challenging due to the extreme complexity of epigenetic regulation. We studied a simpler model system, budding yeast, that lacks DNA methylation machinery making it a perfect model system to study the intrinsic role of DNA methylation in chromatin structure and function. We expressed the murine DNA methyltransferases in Saccharomyces cerevisiae and analyzed the correlation between DNA methylation, nucleosome positioning, gene expression and 3D genome organization. Despite lacking the machinery for positioning and reading methylation marks, induced DNA methylation follows a conserved pattern with low methylation levels at the 5’ end of the gene increasing gradually toward the 3’ end, with concentration of methylated DNA in linkers and nucleosome free regions, and with actively expressed genes showing low and high levels of methylation at transcription start and terminating sites respectively, mimicking the patterns seen in mammals. We also see that DNA methylation increases chromatin condensation in peri-centromeric regions, decreases overall DNA flexibility, and favors the heterochromatin state. Taken together, these results demonstrate that methylation intrinsically modulates chromatin structure and function even in the absence of cellular machinery evolved to recognize and process the methylation signal. Multi-layered epigenetic regulation in higher eukaryotes makes it challenging to disentangle the individual effects of modifications on chromatin structure and function. Here, the authors expressed mammalian DNA methyltransferases in yeast, which have no DNA methylation, to show that methylation has intrinsic effects on chromatin structure.
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11
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Luo R, Zhuo Y, Du Q, Xiao R. POU2F2 promotes the proliferation and motility of lung cancer cells by activating AGO1. BMC Pulm Med 2021; 21:117. [PMID: 33832481 PMCID: PMC8034198 DOI: 10.1186/s12890-021-01476-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 03/23/2021] [Indexed: 01/11/2023] Open
Abstract
Background To detect and investigate the expression of POU domain class 2 transcription factor 2 (POU2F2) in human lung cancer tissues, its role in lung cancer progression, and the potential mechanisms. Methods Immunohistochemical (IHC) assays were conducted to assess the expression of POU2F2 in human lung cancer tissues. Immunoblot assays were performed to assess the expression levels of POU2F2 in human lung cancer tissues and cell lines. CCK-8, colony formation, and transwell-migration/invasion assays were conducted to detect the effects of POU2F2 and AGO1 on the proliferaion and motility of A549 and H1299 cells in vitro. CHIP and luciferase assays were performed for the mechanism study. A tumor xenotransplantation model was used to detect the effects of POU2F2 on tumor growth in vivo. Results We found POU2F2 was highly expressed in human lung cancer tissues and cell lines, and associated with the lung cancer patients’ prognosis and clinical features. POU2F2 promoted the proliferation, and motility of lung cancer cells via targeting AGO1 in vitro. Additionally, POU2F2 promoted tumor growth of lung cancer cells via AGO1 in vivo. Conclusion We found POU2F2 was highly expressed in lung cancer cells and confirmed the involvement of POU2F2 in lung cancer progression, and thought POU2F2 could act as a potential therapeutic target for lung cancer. Supplementary Information The online version contains supplementary material available at 10.1186/s12890-021-01476-9.
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Affiliation(s)
- Ronggang Luo
- Department of Thoracic Surgery, The First Affiliated Hospital of Fujian Medical University, No.20 Chazhong Road, Fuzhou City, 350005, Fujian Province, China
| | - Yi Zhuo
- Department of Thoracic Surgery, The First Affiliated Hospital of Fujian Medical University, No.20 Chazhong Road, Fuzhou City, 350005, Fujian Province, China.
| | - Quan Du
- Department of Thoracic Surgery, The First Affiliated Hospital of Fujian Medical University, No.20 Chazhong Road, Fuzhou City, 350005, Fujian Province, China
| | - Rendong Xiao
- Department of Thoracic Surgery, The First Affiliated Hospital of Fujian Medical University, No.20 Chazhong Road, Fuzhou City, 350005, Fujian Province, China
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12
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Epigenetic deregulation of GATA3 in neuroblastoma is associated with increased GATA3 protein expression and with poor outcomes. Sci Rep 2019; 9:18934. [PMID: 31831790 PMCID: PMC6908619 DOI: 10.1038/s41598-019-55382-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 11/19/2019] [Indexed: 01/04/2023] Open
Abstract
To discover epigenetic changes that may underly neuroblastoma pathogenesis, we identified differentially methylated genes in neuroblastoma cells compared to neural crest cells, the presumptive precursors cells for neuroblastoma, by using genome-wide DNA methylation analysis. We previously described genes that were hypermethylated in neuroblastoma; in this paper we report on 67 hypomethylated genes, which were filtered to select genes that showed transcriptional over-expression and an association with poor prognosis in neuroblastoma, highlighting GATA3 for detailed studies. Specific methylation assays confirmed the hypomethylation of GATA3 in neuroblastoma, which correlated with high expression at both the RNA and protein level. Demethylation with azacytidine in cultured sympathetic ganglia cells led to increased GATA3 expression, suggesting a mechanistic link between GATA3 expression and DNA methylation. Neuroblastomas that had completely absent GATA3 methylation and/or very high levels of protein expression, were associated with poor prognosis. Knock-down of GATA3 in neuroblastoma cells lines inhibited cell proliferation and increased apoptosis but had no effect on cellular differentiation. These results identify GATA3 as an epigenetically regulated component of the neuroblastoma transcriptional control network, that is essential for neuroblastoma proliferation. This suggests that the GATA3 transcriptional network is a promising target for novel neuroblastoma therapies.
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13
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Beetch M, Lubecka K, Shen K, Flower K, Harandi‐Zadeh S, Suderman M, Flanagan JM, Stefanska B. Stilbenoid‐Mediated Epigenetic Activation of Semaphorin 3A in Breast Cancer Cells Involves Changes in Dynamic Interactions of DNA with DNMT3A and NF1C Transcription Factor. Mol Nutr Food Res 2019; 63:e1801386. [DOI: 10.1002/mnfr.201801386] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 06/13/2019] [Indexed: 01/11/2023]
Affiliation(s)
- Megan Beetch
- University of British Columbia 2329 West Mall Vancouver BC V6T 1Z4 Canada
| | - Katarzyna Lubecka
- Department of Biomedical ChemistryMedical University of Lodz al. Tadeusza Kościuszki 4 90‐419 Łódź Poland
| | - Kate Shen
- University of British Columbia 2329 West Mall Vancouver BC V6T 1Z4 Canada
| | - Kirsty Flower
- Epigenetic Unit, Department of Surgery and CancerImperial College LondonSouth Kensington Campus London SW7 2AZ UK
| | | | - Matthew Suderman
- School of Social and Community MedicineMRC Integrative Epidemiology UnitUniversity of Bristol Beacon House Queens Road Bristol ESB 1QU UK
| | - James M Flanagan
- Epigenetic Unit, Department of Surgery and CancerImperial College LondonSouth Kensington Campus London SW7 2AZ UK
| | - Barbara Stefanska
- University of British Columbia 2329 West Mall Vancouver BC V6T 1Z4 Canada
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14
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Lubecka K, Flower K, Beetch M, Qiu J, Kurzava L, Buvala H, Ruhayel A, Gawrieh S, Liangpunsakul S, Gonzalez T, McCabe G, Chalasani N, Flanagan JM, Stefanska B. Loci-specific differences in blood DNA methylation in HBV-negative populations at risk for hepatocellular carcinoma development. Epigenetics 2018; 13:605-626. [PMID: 29927686 PMCID: PMC6140905 DOI: 10.1080/15592294.2018.1481706] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 05/15/2018] [Indexed: 12/31/2022] Open
Abstract
Late onset of clinical symptoms in hepatocellular carcinoma (HCC) results in late diagnosis and poor disease outcome. Approximately 85% of individuals with HCC have underlying liver cirrhosis. However, not all cirrhotic patients develop cancer. Reliable tools that would distinguish cirrhotic patients who will develop cancer from those who will not are urgently needed. We used the Illumina HumanMethylation450 BeadChip microarray to test whether white blood cell DNA, an easily accessible source of DNA, exhibits site-specific changes in DNA methylation in blood of diagnosed HCC patients (post-diagnostic, 24 cases, 24 controls) and in prospectively collected blood specimens of HCC patients who were cancer-free at blood collection (pre-diagnostic, 21 cases, 21 controls). Out of 22 differentially methylated loci selected for validation by pyrosequencing, 19 loci with neighbouring CpG sites (probes) were confirmed in the pre-diagnostic study group and subjected to verification in a prospective cirrhotic cohort (13 cases, 23 controls). We established for the first time 9 probes that could distinguish HBV-negative cirrhotic patients who subsequently developed HCC from those who stayed cancer-free. These probes were identified within regulatory regions of BARD1, MAGEB3, BRUNOL5, FXYD6, TET1, TSPAN5, DPPA5, KIAA1210, and LSP1. Methylation levels within DPPA5, KIAA1210, and LSP1 were higher in prospective samples from HCC cases vs. cirrhotic controls. The remaining probes were hypomethylated in cases compared with controls. Using blood as a minimally invasive material and pyrosequencing as a straightforward quantitative method, the established probes have potential to be developed into a routine clinical test after validation in larger cohorts.
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Affiliation(s)
- Katarzyna Lubecka
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Kirsty Flower
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Megan Beetch
- Food, Nutrition and Health, Faculty of Land and Food Systems, The University of British Columbia, Vancouver, BC, Canada
| | - Jay Qiu
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Lucinda Kurzava
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Hannah Buvala
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Adam Ruhayel
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Samer Gawrieh
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Suthat Liangpunsakul
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Tracy Gonzalez
- Department of Statistics, Purdue University, West Lafayette, IN, USA
| | - George McCabe
- Department of Statistics, Purdue University, West Lafayette, IN, USA
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - James M Flanagan
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Barbara Stefanska
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
- Food, Nutrition and Health, Faculty of Land and Food Systems, The University of British Columbia, Vancouver, BC, Canada
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN, USA
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15
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Durinck K, Speleman F. Epigenetic regulation of neuroblastoma development. Cell Tissue Res 2018; 372:309-324. [PMID: 29350283 DOI: 10.1007/s00441-017-2773-y] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Accepted: 12/16/2017] [Indexed: 02/07/2023]
Abstract
In recent years, technological advances have enabled a detailed landscaping of the epigenome and the mechanisms of epigenetic regulation that drive normal cell function, development and cancer. Rather than merely a structural entity to support genome compaction, we now look at chromatin as a very dynamic and essential constellation that is actively participating in the tight orchestration of transcriptional regulation as well as DNA replication and repair. The unique feature of chromatin flexibility enabling fast switches towards more or less restricted epigenetic cellular states is, not surprisingly, intimately connected to cancer development and treatment resistance, and the central role of epigenetic alterations in cancer is illustrated by the finding that up to 50% of all mutations across cancer entities affect proteins controlling the chromatin status. We summarize recent insights into epigenetic rewiring underlying neuroblastoma (NB) tumor formation ranging from changes in DNA methylation patterns and mutations in epigenetic regulators to global effects on transcriptional regulatory circuits that involve key players in NB oncogenesis. Insights into the disruption of the homeostatic epigenetic balance contributing to developmental arrest of sympathetic progenitor cells and subsequent NB oncogenesis are rapidly growing and will be exploited towards the development of novel therapeutic strategies to increase current survival rates of patients with high-risk NB.
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Affiliation(s)
- Kaat Durinck
- Center for Medical Genetics, Ghent University, Ghent, Belgium.
| | - Frank Speleman
- Center for Medical Genetics, Ghent University, Ghent, Belgium
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16
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Charlet J, Tomari A, Dallosso AR, Szemes M, Kaselova M, Curry TJ, Almutairi B, Etchevers HC, McConville C, Malik KTA, Brown KW. Genome-wide DNA methylation analysis identifies MEGF10 as a novel epigenetically repressed candidate tumor suppressor gene in neuroblastoma. Mol Carcinog 2016; 56:1290-1301. [PMID: 27862318 PMCID: PMC5396313 DOI: 10.1002/mc.22591] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Revised: 11/03/2016] [Accepted: 11/11/2016] [Indexed: 01/07/2023]
Abstract
Neuroblastoma is a childhood cancer in which many children still have poor outcomes, emphasising the need to better understand its pathogenesis. Despite recent genome‐wide mutation analyses, many primary neuroblastomas do not contain recognizable driver mutations, implicating alternate molecular pathologies such as epigenetic alterations. To discover genes that become epigenetically deregulated during neuroblastoma tumorigenesis, we took the novel approach of comparing neuroblastomas to neural crest precursor cells, using genome‐wide DNA methylation analysis. We identified 93 genes that were significantly differentially methylated of which 26 (28%) were hypermethylated and 67 (72%) were hypomethylated. Concentrating on hypermethylated genes to identify candidate tumor suppressor loci, we found the cell engulfment and adhesion factor gene MEGF10 to be epigenetically repressed by DNA hypermethylation or by H3K27/K9 methylation in neuroblastoma cell lines. MEGF10 showed significantly down‐regulated expression in neuroblastoma tumor samples; furthermore patients with the lowest‐expressing tumors had reduced relapse‐free survival. Our functional studies showed that knock‐down of MEGF10 expression in neuroblastoma cell lines promoted cell growth, consistent with MEGF10 acting as a clinically relevant, epigenetically deregulated neuroblastoma tumor suppressor gene. © 2016 The Authors. Molecular Carcinogenesis Published by Wiley Periodicals, Inc.
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Affiliation(s)
- Jessica Charlet
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Ayumi Tomari
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Anthony R Dallosso
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Marianna Szemes
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Martina Kaselova
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Thomas J Curry
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Bader Almutairi
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Heather C Etchevers
- Faculté de Médecine, Aix-Marseille University, GMGF, UMR_S910, Marseille, France.,Faculté de Médecine, INSERM U910, Marseille, France
| | - Carmel McConville
- Institute of Cancer & Genomic Sciences, University of Birmingham, UK
| | - Karim T A Malik
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
| | - Keith W Brown
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, UK
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17
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Henrich KO, Bender S, Saadati M, Dreidax D, Gartlgruber M, Shao C, Herrmann C, Wiesenfarth M, Parzonka M, Wehrmann L, Fischer M, Duffy DJ, Bell E, Torkov A, Schmezer P, Plass C, Höfer T, Benner A, Pfister SM, Westermann F. Integrative Genome-Scale Analysis Identifies Epigenetic Mechanisms of Transcriptional Deregulation in Unfavorable Neuroblastomas. Cancer Res 2016; 76:5523-37. [PMID: 27635046 DOI: 10.1158/0008-5472.can-15-2507] [Citation(s) in RCA: 76] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Accepted: 05/29/2016] [Indexed: 11/16/2022]
Abstract
The broad clinical spectrum of neuroblastoma ranges from spontaneous regression to rapid progression despite intensive multimodal therapy. This diversity is not fully explained by known genetic aberrations, suggesting the possibility of epigenetic involvement in pathogenesis. In pursuit of this hypothesis, we took an integrative approach to analyze the methylomes, transcriptomes, and copy number variations in 105 cases of neuroblastoma, complemented by primary tumor- and cell line-derived global histone modification analyses and epigenetic drug treatment in vitro We found that DNA methylation patterns identify divergent patient subgroups with respect to survival and clinicobiologic variables, including amplified MYCN Transcriptome integration and histone modification-based definition of enhancer elements revealed intragenic enhancer methylation as a mechanism for high-risk-associated transcriptional deregulation. Furthermore, in high-risk neuroblastomas, we obtained evidence for cooperation between PRC2 activity and DNA methylation in blocking tumor-suppressive differentiation programs. Notably, these programs could be re-activated by combination treatments, which targeted both PRC2 and DNA methylation. Overall, our results illuminate how epigenetic deregulation contributes to neuroblastoma pathogenesis, with novel implications for its diagnosis and therapy. Cancer Res; 76(18); 5523-37. ©2016 AACR.
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Affiliation(s)
- Kai-Oliver Henrich
- Neuroblastoma Genomics B087, German Cancer Research Center, Heidelberg, Germany. k.henrich@dkfz
| | - Sebastian Bender
- Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center, Heidelberg, Germany & Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Germany
| | - Maral Saadati
- Division of Biostatistics, German Cancer Research Center, Heidelberg, Germany
| | - Daniel Dreidax
- Neuroblastoma Genomics B087, German Cancer Research Center, Heidelberg, Germany
| | - Moritz Gartlgruber
- Neuroblastoma Genomics B087, German Cancer Research Center, Heidelberg, Germany
| | - Chunxuan Shao
- Division of Theoretical Systems Biology, German Cancer Research Center, Heidelberg, Germany
| | - Carl Herrmann
- Division of Theoretical Bioinformatics, German Cancer Research Center, Institute of Pharmacy and Molecular Biotechnology, Bioquant, University of Heidelberg, Germany
| | - Manuel Wiesenfarth
- Division of Biostatistics, German Cancer Research Center, Heidelberg, Germany
| | - Martha Parzonka
- Neuroblastoma Genomics B087, German Cancer Research Center, Heidelberg, Germany
| | - Lea Wehrmann
- Neuroblastoma Genomics B087, German Cancer Research Center, Heidelberg, Germany
| | - Matthias Fischer
- Department of Pediatric Oncology, University Children's Hospital, and Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, Germany
| | - David J Duffy
- Systems Biology Ireland, University College Dublin, Belfield, Dublin, Ireland
| | - Emma Bell
- Department of Pathology, University of Cambridge, Cambridge, United Kingdom
| | - Alica Torkov
- Neuroblastoma Genomics B087, German Cancer Research Center, Heidelberg, Germany
| | - Peter Schmezer
- Division of Epigenomics and Cancer Risk Factors, German Cancer Research Center, Heidelberg, Germany
| | - Christoph Plass
- Division of Epigenomics and Cancer Risk Factors, German Cancer Research Center, Heidelberg, Germany
| | - Thomas Höfer
- Division of Theoretical Systems Biology, German Cancer Research Center, Heidelberg, Germany
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center, Heidelberg, Germany
| | - Stefan M Pfister
- Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center, Heidelberg, Germany & Department of Pediatric Oncology, Hematology and Immunology, Heidelberg University Hospital, Germany
| | - Frank Westermann
- Neuroblastoma Genomics B087, German Cancer Research Center, Heidelberg, Germany. k.henrich@dkfz
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18
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Lubecka K, Kurzava L, Flower K, Buvala H, Zhang H, Teegarden D, Camarillo I, Suderman M, Kuang S, Andrisani O, Flanagan JM, Stefanska B. Stilbenoids remodel the DNA methylation patterns in breast cancer cells and inhibit oncogenic NOTCH signaling through epigenetic regulation of MAML2 transcriptional activity. Carcinogenesis 2016; 37:656-68. [PMID: 27207652 PMCID: PMC4936385 DOI: 10.1093/carcin/bgw048] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2015] [Revised: 03/20/2016] [Accepted: 04/15/2016] [Indexed: 12/30/2022] Open
Abstract
DNA hypomethylation was previously implicated in cancer progression and metastasis. The purpose of this study was to examine whether stilbenoids, resveratrol and pterostilbene thought to exert anticancer effects, target genes with oncogenic function for de novo methylation and silencing, leading to inactivation of related signaling pathways. Following Illumina 450K, genome-wide DNA methylation analysis reveals that stilbenoids alter DNA methylation patterns in breast cancer cells. On average, 75% of differentially methylated genes have increased methylation, and these genes are enriched for oncogenic functions, including NOTCH signaling pathway. MAML2, a coactivator of NOTCH targets, is methylated at the enhancer region and transcriptionally silenced in response to stilbenoids, possibly explaining the downregulation of NOTCH target genes. The increased DNA methylation at MAML2 enhancer coincides with increased occupancy of repressive histone marks and decrease in activating marks. This condensed chromatin structure is associated with binding of DNMT3B and decreased occupancy of OCT1 transcription factor at MAML2 enhancer, suggesting a role of DNMT3B in increasing methylation of MAML2 after stilbenoid treatment. Our results deliver a novel insight into epigenetic regulation of oncogenic signals in cancer and provide support for epigenetic-targeting strategies as an effective anticancer approach.
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Affiliation(s)
- Katarzyna Lubecka
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Lucinda Kurzava
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Kirsty Flower
- Epigenetic Unit, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Hannah Buvala
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
| | - Hao Zhang
- Department of Basic Medical Sciences, Purdue University, West Lafayette, IN, USA
| | - Dorothy Teegarden
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA Purdue University Center for Cancer Research, West Lafayette, IN, USA
| | - Ignacio Camarillo
- Purdue University Center for Cancer Research, West Lafayette, IN, USA Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Matthew Suderman
- School of Social and Community Medicine, University of Bristol, Bristol, UK MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Shihuan Kuang
- Purdue University Center for Cancer Research, West Lafayette, IN, USA Department of Animal Sciences, Purdue University, West Lafayette, IN, USA
| | - Ourania Andrisani
- Department of Basic Medical Sciences, Purdue University, West Lafayette, IN, USA Purdue University Center for Cancer Research, West Lafayette, IN, USA
| | - James M Flanagan
- Epigenetic Unit, Department of Surgery and Cancer, Imperial College London, London, UK
| | - Barbara Stefanska
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA Purdue University Center for Cancer Research, West Lafayette, IN, USA
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19
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Ruan P, Shen J, Santella RM, Zhou S, Wang S. NEpiC: a network-assisted algorithm for epigenetic studies using mean and variance combined signals. Nucleic Acids Res 2016; 44:e134. [PMID: 27302130 PMCID: PMC5027497 DOI: 10.1093/nar/gkw546] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Accepted: 06/04/2016] [Indexed: 12/13/2022] Open
Abstract
DNA methylation plays an important role in many biological processes. Existing epigenome-wide association studies (EWAS) have successfully identified aberrantly methylated genes in many diseases and disorders with most studies focusing on analysing methylation sites one at a time. Incorporating prior biological information such as biological networks has been proven to be powerful in identifying disease-associated genes in both gene expression studies and genome-wide association studies (GWAS) but has been under studied in EWAS. Although recent studies have noticed that there are differences in methylation variation in different groups, only a few existing methods consider variance signals in DNA methylation studies. Here, we present a network-assisted algorithm, NEpiC, that combines both mean and variance signals in searching for differentially methylated sub-networks using the protein–protein interaction (PPI) network. In simulation studies, we demonstrate the power gain from using both the prior biological information and variance signals compared to using either of the two or neither information. Applications to several DNA methylation datasets from the Cancer Genome Atlas (TCGA) project and DNA methylation data on hepatocellular carcinoma (HCC) from the Columbia University Medical Center (CUMC) suggest that the proposed NEpiC algorithm identifies more cancer-related genes and generates better replication results.
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Affiliation(s)
- Peifeng Ruan
- School of Computer Science and Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai 200433, China
| | - Jing Shen
- Department of Environmental Health Science, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Regina M Santella
- Department of Environmental Health Science, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Shuigeng Zhou
- School of Computer Science and Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai 200433, China
| | - Shuang Wang
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
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20
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Epigenomic profiling reveals an association between persistence of DNA methylation and metabolic memory in the DCCT/EDIC type 1 diabetes cohort. Proc Natl Acad Sci U S A 2016; 113:E3002-11. [PMID: 27162351 DOI: 10.1073/pnas.1603712113] [Citation(s) in RCA: 155] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
We examined whether persistence of epigenetic DNA methylation (DNA-me) alterations at specific loci over two different time points in people with diabetes are associated with metabolic memory, the prolonged beneficial effects of intensive vs. conventional therapy during the Diabetes Control and Complications Trial (DCCT) on the progression of microvascular outcomes in the long-term follow-up Epidemiology of Diabetes Interventions and Complications (EDIC) Study. We compared DNA-me profiles in genomic DNA of whole blood (WB) isolated at EDIC Study baseline from 32 cases (DCCT conventional therapy group subjects showing retinopathy or albuminuria progression by EDIC Study year 10) vs. 31 controls (DCCT intensive therapy group subjects without complication progression by EDIC year 10). DNA-me was also profiled in blood monocytes (Monos) of the same patients obtained during EDIC Study years 16-17. In WB, 153 loci depicted hypomethylation, and 225 depicted hypermethylation, whereas in Monos, 155 hypomethylated loci and 247 hypermethylated loci were found (fold change ≥1.3; P < 0.005; cases vs. controls). Twelve annotated differentially methylated loci were common in both WB and Monos, including thioredoxin-interacting protein (TXNIP), known to be associated with hyperglycemia and related complications. A set of differentially methylated loci depicted similar trends of associations with prior HbA1c in both WB and Monos. In vitro, high glucose induced similar persistent hypomethylation at TXNIP in cultured THP1 Monos. These results show that DNA-me differences during the DCCT persist at certain loci associated with glycemia for several years during the EDIC Study and support an epigenetic explanation for metabolic memory.
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21
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Decock A, Ongenaert M, Van Criekinge W, Speleman F, Vandesompele J. DNA methylation profiling of primary neuroblastoma tumors using methyl-CpG-binding domain sequencing. Sci Data 2016; 3:160004. [PMID: 26836295 PMCID: PMC4736656 DOI: 10.1038/sdata.2016.4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Accepted: 01/04/2016] [Indexed: 02/07/2023] Open
Abstract
Comprehensive genome-wide DNA methylation studies in neuroblastoma (NB), a childhood tumor that originates from precursor cells of the sympathetic nervous system, are scarce. Recently, we profiled the DNA methylome of 102 well-annotated primary NB tumors by methyl-CpG-binding domain (MBD) sequencing, in order to identify prognostic biomarker candidates. In this data descriptor, we give details on how this data set was generated and which bioinformatics analyses were applied during data processing. Through a series of technical validations, we illustrate that the data are of high quality and that the sequenced fragments represent methylated genomic regions. Furthermore, genes previously described to be methylated in NB are confirmed. As such, these MBD sequencing data are a valuable resource to further study the association of NB risk factors with the NB methylome, and offer the opportunity to integrate methylome data with other -omic data sets on the same tumor samples such as gene copy number and gene expression, also publically available.
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Affiliation(s)
- Anneleen Decock
- Center for Medical Genetics, Ghent University Hospital, De Pintelaan 185, Ghent 9000, Belgium.,Cancer Research Institute Ghent (CRIG), De Pintelaan 185, Ghent 9000, Belgium
| | - Maté Ongenaert
- Center for Medical Genetics, Ghent University Hospital, De Pintelaan 185, Ghent 9000, Belgium
| | - Wim Van Criekinge
- Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure Links 653, Ghent 9000, Belgium.,MDxHealth, 15279 Alton Parkway, Suite 100, Irvine, California 92618, USA.,NXTGNT, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium
| | - Frank Speleman
- Center for Medical Genetics, Ghent University Hospital, De Pintelaan 185, Ghent 9000, Belgium.,Cancer Research Institute Ghent (CRIG), De Pintelaan 185, Ghent 9000, Belgium
| | - Jo Vandesompele
- Center for Medical Genetics, Ghent University Hospital, De Pintelaan 185, Ghent 9000, Belgium.,Cancer Research Institute Ghent (CRIG), De Pintelaan 185, Ghent 9000, Belgium.,Bioinformatics Institute Ghent From Nucleotides to Networks (BIG N2N), De Pintelaan 185, Ghent 9000, Belgium
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22
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Gómez S, Castellano G, Mayol G, Queiros A, Martín-Subero JI, Lavarino C. DNA methylation fingerprint of neuroblastoma reveals new biological and clinical insights. GENOMICS DATA 2015; 5:360-3. [PMID: 26484286 PMCID: PMC4583706 DOI: 10.1016/j.gdata.2015.07.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 07/13/2015] [Indexed: 12/23/2022]
Abstract
Neuroblastoma (NB) is one of the most frequently occurring extracranial solid tumors of childhood (Maris et al., 2007 [1]; Brodeur, 2003 [2]). Probability of cure varies according to patient's age, extent of disease and tumor biology (Maris et al., 2007 [1]; Brodeur, 2003 [2]; Cohn et al., 2009 [3]). However, the etiology of this developmental tumor is unknown. Recent evidence has shown that pediatric solid tumors, including NB, harbor a paucity of recurrent genetic mutations, with a significant proportion of recurrent events converging on epigenetic mechanisms (Cheung et al., 2012 [4]; Molenaar et al., 2012 [5]; Pugh et al., 2013 [6]; Sausen et al., 2013 [7]. We have analyzed the DNA methylome of neuroblastoma using high-density microarrays (Infinium Human Methylation 450k BeadChip) to define the epigenetic landscape of this pediatric tumor and its potential clinicopathological impact. Here, we provide the detail of methods and quality control parameters of the microarray data used for the study. Methylation data has been deposited at NCBI Gene Expression Omnibus data repository, accession number GSE54719; superseries record GSE54721.
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Affiliation(s)
- Soledad Gómez
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Fundació Sant Joan de Déu, Barcelona, Spain
| | - Giancarlo Castellano
- Institut d' Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Gemma Mayol
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Fundació Sant Joan de Déu, Barcelona, Spain
| | - Ana Queiros
- Institut d' Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - José I Martín-Subero
- Institut d' Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain ; Department of Anatomic Pathology, Pharmacology and Microbiology, University of Barcelona, Barcelona, Spain
| | - Cinzia Lavarino
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Fundació Sant Joan de Déu, Barcelona, Spain
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23
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Gómez S, Castellano G, Mayol G, Suñol M, Queiros A, Bibikova M, Nazor KL, Loring JF, Lemos I, Rodríguez E, de Torres C, Mora J, Martín-Subero JI, Lavarino C. DNA methylation fingerprint of neuroblastoma reveals new biological and clinical insights. Epigenomics 2015; 7:1137-53. [PMID: 26067621 DOI: 10.2217/epi.15.49] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
AIM To define the DNA methylation landscape of neuroblastoma and its clinicopathological impact. MATERIALS & METHODS Microarray DNA methylation data were analyzed and associated with functional/regulatory genome annotation data, transcriptional profiles and clinicobiological parameters. RESULTS DNA methylation changes in neuroblastoma affect not only promoters but also intragenic and intergenic regions at cytosine-phosphate-guanine (CpG) and non-CpG sites, and target functional chromatin domains of development and cancer-related genes such as CCND1. Tumors with diverse clinical risk showed differences affecting CpG and, remarkably, non-CpG sites. Non-CpG methylation observed essentially in clinically favorable cases was associated with the differentiation status of neuroblastoma and expression of key genes such as ALK. CONCLUSION This epigenetic fingerprint of neuroblastoma provides new insights into the pathogenesis and clinical behavior of this pediatric tumor.
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Affiliation(s)
- Soledad Gómez
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Edificio Docente 4th floor, C/Santa Rosa 39-57, 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Giancarlo Castellano
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, 08036, Spain
| | - Gemma Mayol
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Edificio Docente 4th floor, C/Santa Rosa 39-57, 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Mariona Suñol
- Department of Pathology, Hospital Sant Joan de Déu, Barcelona, 08950, Spain
| | - Ana Queiros
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, 08036, Spain
| | | | - Kristopher L Nazor
- Center for Regenerative Medicine, Department of Chemical Physiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Jeanne F Loring
- Center for Regenerative Medicine, Department of Chemical Physiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Isadora Lemos
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Edificio Docente 4th floor, C/Santa Rosa 39-57, 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Eva Rodríguez
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Edificio Docente 4th floor, C/Santa Rosa 39-57, 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Carmen de Torres
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Edificio Docente 4th floor, C/Santa Rosa 39-57, 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Jaume Mora
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Edificio Docente 4th floor, C/Santa Rosa 39-57, 08950 Esplugues de Llobregat, Barcelona, Spain
| | - José I Martín-Subero
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, 08036, Spain.,Department of Anatomic Pathology, Pharmacology & Microbiology, University of Barcelona, Barcelona, 08036, Spain
| | - Cinzia Lavarino
- Developmental Tumor Biology Laboratory, Hospital Sant Joan de Déu, Edificio Docente 4th floor, C/Santa Rosa 39-57, 08950 Esplugues de Llobregat, Barcelona, Spain
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Yáñez Y, Grau E, Rodríguez-Cortez VC, Hervás D, Vidal E, Noguera R, Hernández M, Segura V, Cañete A, Conesa A, Font de Mora J, Castel V. Two independent epigenetic biomarkers predict survival in neuroblastoma. Clin Epigenetics 2015; 7:16. [PMID: 25767620 PMCID: PMC4357365 DOI: 10.1186/s13148-015-0054-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2014] [Accepted: 02/09/2015] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Neuroblastoma (NB) is the most common extracranial pediatric solid tumor with a highly variable clinical course, ranging from spontaneous regression to life-threatening disease. Survival rates for high-risk NB patients remain disappointingly low despite multimodal treatment. Thus, there is an urgent clinical need for additional biomarkers to improve risk stratification, treatment management, and survival rates in children with aggressive NB. RESULTS Using gene promoter methylation analysis in 48 neuroblastoma tumors with microarray technology, we found a strong association between survival and gene promoter hypermethylation (P = 0.036). Hypermethylation of 70 genes significantly differentiated high-risk survivor patients from those who died during follow-up time. Sixteen genes with relevant roles in cancer biology were further validated in an additional cohort of 83 neuroblastoma tumors by bisulfite pyrosequencing. High promoter methylation rates of these genes were found in patients with metastatic tumors (either stage metastatic (M) or metastatic special (MS)), 18 months or older at first diagnosis, MYCN amplification, relapsed, and dead. Notably, the degree of methylation of retinoblastoma 1 (RB1) and teratocarcinoma-derived growth factor 1 (TDGF1) predicts event-free and overall survival independently of the established risk factors. In addition, low RB1 mRNA expression levels associate with poor prognosis suggesting that promoter methylation could contribute to the transcriptional silencing of this gene in NB. CONCLUSIONS We found a new epigenetic signature predictive for NB patients' outcome: the methylation status of RB1 and TDGF1 associate with poorer survival. This information is useful to assess prognosis and improve treatment selection.
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Affiliation(s)
- Yania Yáñez
- Pediatric Oncology Unit, Hospital Universitari i Politècnic La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
| | - Elena Grau
- Pediatric Oncology Unit, Hospital Universitari i Politècnic La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
| | - Virginia C Rodríguez-Cortez
- Chromatin and Disease Group, Cancer Epigenetics and Biology Programme (PEBC) Bellvitge Biomedical Research Institute (IDIBELL), Gran Via de L'Hospitalet, Barcelona, 08908 Spain
| | - David Hervás
- Biostatistics Unit, Instituto de Investigación Sanitaria La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
| | - Enrique Vidal
- Genomics of Gene Expression Lab, Centro de Investigaciones Príncipe Felipe, Carrer d'Eduardo Primo Yúfera, Valencia, 46012 Spain
| | - Rosa Noguera
- Department of Pathology, Medical School, University of Valencia, Avda Blasco Ibáñez, Valencia, 46010 Spain
| | - Miguel Hernández
- Department of Pathology, Hospital Universitari i Politècnic La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
| | - Vanessa Segura
- Pediatric Oncology Unit, Hospital Universitari i Politècnic La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
| | - Adela Cañete
- Pediatric Oncology Unit, Hospital Universitari i Politècnic La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
| | - Ana Conesa
- Genomics of Gene Expression Lab, Centro de Investigaciones Príncipe Felipe, Carrer d'Eduardo Primo Yúfera, Valencia, 46012 Spain
| | - Jaime Font de Mora
- Laboratory of Cellular and Molecular Biology, Instituto de Investigación Sanitaria La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
| | - Victoria Castel
- Pediatric Oncology Unit, Hospital Universitari i Politècnic La Fe, Avda Fernando Abril Martorell, Valencia, 46026 Spain
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25
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Yao HW, Li J. Epigenetic Modifications in Fibrotic Diseases: Implications for Pathogenesis and Pharmacological Targets. J Pharmacol Exp Ther 2014; 352:2-13. [DOI: 10.1124/jpet.114.219816] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
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26
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Pudenz M, Roth K, Gerhauser C. Impact of soy isoflavones on the epigenome in cancer prevention. Nutrients 2014; 6:4218-72. [PMID: 25322458 PMCID: PMC4210915 DOI: 10.3390/nu6104218] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Revised: 08/25/2014] [Accepted: 08/27/2014] [Indexed: 12/21/2022] Open
Abstract
Isoflavones (IF) such as genistein are cancer preventive phytochemicals found in soy and other legumes. Epidemiological studies point to a reduced risk for hormone‑dependent cancers in populations following a typical Asian diet rich in soy products. IF act as phytoestrogens and prevent tumorigenesis in rodent models by a broad spectrum of bioactivities. During the past 10 years, IF were shown to target all major epigenetic mechanisms regulating gene expression, including DNA methylation, histone modifications controlling chromatin accessibility, and non-coding RNAs. These effects have been suggested to contribute to cancer preventive potential in in vitro and in vivo studies, affecting several key processes such as DNA repair, cell signaling cascades including Wnt-signaling, induction of apoptosis, cell cycle progression, cell proliferation, migration and invasion, epithelial-mesenchymal transition (EMT), metastasis formation and development of drug-resistance. We here summarize the state-of-the-art of IF affecting the epigenome in major hormone-dependent, urogenital, and gastrointestinal tumor types and in in vivo studies on anti-cancer treatment or developmental aspects, and short-term intervention studies in adults. These data, while often requiring replication, suggest that epigenetic gene regulation represents an important novel target of IF and should be taken into consideration when evaluating the cancer preventive potential of IF in humans.
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Affiliation(s)
- Maria Pudenz
- Division Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany.
| | - Kevin Roth
- Division Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany.
| | - Clarissa Gerhauser
- Division Epigenomics and Cancer Risk Factors, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany.
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27
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Maussion G, Yang J, Suderman M, Diallo A, Nagy C, Arnovitz M, Mechawar N, Turecki G. Functional DNA methylation in a transcript specific 3'UTR region of TrkB associates with suicide. Epigenetics 2014; 9:1061-70. [PMID: 24802768 DOI: 10.4161/epi.29068] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Previous studies indicate that a subgroup of suicide completers has low cortical brain expression levels of TrkB-T1, a TrkB gene transcript that is highly expressed in astrocytes. Epigenetic modifications, including methylation changes in the TrkB promoter, partially explain TrkB-T1 low expression levels in brain tissue from suicide completers. The aim of this study was to investigate whether methylation changes in other regions of the TrkB gene could also contribute to the significant downregulation of the TrkB-T1 transcript observed in the brain of suicide completers. Methylation levels were assessed on BA8/9 from suicide completers expressing low TrkB-T1 transcript levels and controls, using custom-made Agilent arrays tiling the whole TrkB gene. After statistical correction for multiple testing, five probes located in the TrkB-T1 3'UTR region were found hypermethylated in the frontal cortex of suicide completers. These results were validated for four CpGs spanning a 150 bp sequence by cloning and Sanger sequencing bisulfite treated DNA. We found a significant correlation between the methylation level at these four CpGs and TrkB-T1 expression in BA8/9. Site-specific hypermethylation on this 3'UTR sequence induced decreased luciferase activity in reporter gene cell assays. Site-specific differential methylation in the TrkB-T1 3'UTR region associates with functional changes in TrkB-T1 expression and may play a significant role in the important decrease of cortical TrkB-T1 expression observed among suicide completers.
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Affiliation(s)
- Gilles Maussion
- McGill Group for Suicide Studies; Douglas Hospital Research Institute; McGill University; Montreal, QC Canada
| | - Jennie Yang
- McGill Group for Suicide Studies; Douglas Hospital Research Institute; McGill University; Montreal, QC Canada
| | - Matthew Suderman
- Departments of Pharmacology and Therapeutics; McGill University; Montreal, QC Canada
| | - Alpha Diallo
- McGill Group for Suicide Studies; Douglas Hospital Research Institute; McGill University; Montreal, QC Canada
| | - Corina Nagy
- McGill Group for Suicide Studies; Douglas Hospital Research Institute; McGill University; Montreal, QC Canada
| | - Mitchell Arnovitz
- McGill Group for Suicide Studies; Douglas Hospital Research Institute; McGill University; Montreal, QC Canada
| | - Naguib Mechawar
- McGill Group for Suicide Studies; Douglas Hospital Research Institute; McGill University; Montreal, QC Canada
| | - Gustavo Turecki
- McGill Group for Suicide Studies; Douglas Hospital Research Institute; McGill University; Montreal, QC Canada
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28
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Stefanska B, Cheishvili D, Suderman M, Arakelian A, Huang J, Hallett M, Han ZG, Al-Mahtab M, Akbar SMF, Khan WA, Raqib R, Tanvir I, Khan HA, Rabbani SA, Szyf M. Genome-wide study of hypomethylated and induced genes in patients with liver cancer unravels novel anticancer targets. Clin Cancer Res 2014; 20:3118-32. [PMID: 24763612 DOI: 10.1158/1078-0432.ccr-13-0283] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE We utilized whole-genome mapping of promoters that are activated by DNA hypomethylation in hepatocellular carcinoma (HCC) clinical samples to shortlist novel targets for anticancer therapeutics. We provide a proof of principle of this approach by testing six genes short-listed in our screen for their essential role in cancer growth and invasiveness. EXPERIMENTAL DESIGN We used siRNA- or shRNA-mediated depletion to determine whether inhibition of these genes would reduce human tumor xenograft growth in mice as well as cell viability, anchorage-independent growth, invasive capacities, and state of activity of nodal signaling pathways in liver, breast, and bladder cancer cell lines. RESULTS Depletion of EXOSC4, RNMT, SENP6, WBSCR22, RASAL2, and NENF effectively and specifically inhibits cancer cell growth and cell invasive capacities in different types of cancer, but, remarkably, there is no effect on normal cell growth, suggesting a ubiquitous causal role for these genes in driving cancer growth and metastasis. Depletion of RASAL2 and NENF in vitro reduces their growth as explants in vivo in mice. RASAL2 and NENF depletion interferes with AKT, WNT, and MAPK signaling pathways as well as regulation of epigenetic proteins that were previously demonstrated to drive cancer growth and metastasis. CONCLUSION Our results prove that genes that are hypomethylated and induced in tumors are candidate targets for anticancer therapeutics in multiple cancer cell types. Because these genes are particularly activated in cancer, they constitute a group of targets for specific pharmacologic inhibitors of cancer and cancer metastasis. Clin Cancer Res; 20(12); 3118-32. ©2014 AACR.
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Affiliation(s)
- Barbara Stefanska
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, PakistanAuthors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - David Cheishvili
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Matthew Suderman
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Ani Arakelian
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Jian Huang
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Michael Hallett
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Ze-Guang Han
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Mamun Al-Mahtab
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Sheikh Mohammad Fazle Akbar
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Wasif Ali Khan
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Rubhana Raqib
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Imrana Tanvir
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Haseeb Ahmed Khan
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Shafaat A Rabbani
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
| | - Moshe Szyf
- Authors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, PakistanAuthors' Affiliations: Departments of Pharmacology and Therapeutics and Medicine, McGill University Health Centre, Montreal; McGill Centre for Bioinformatics; and Sackler program for Psychobiology and Epigenetics at McGill University, Montreal, Quebec, Canada; Department of Nutrition Science, Purdue University, West Lafayette, Indiana; Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, China; Department of Hepatology, Bangabandhu Sheikh Mujib Medical University; International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh; Department of Medical Sciences, Toshiba General Hospital, Tokyo, Kanto, Japan; and Department of Pathology, Fatima Memorial Hospital College of Medicine and Dentistry Lahore, Pakistan
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Liu Q, Zhang C, Ma G, Zhang Q. Expression of SPRR3 is associated with tumor cell proliferation and invasion in glioblastoma multiforme. Oncol Lett 2013; 7:427-432. [PMID: 24396461 PMCID: PMC3881942 DOI: 10.3892/ol.2013.1736] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 11/28/2013] [Indexed: 12/02/2022] Open
Abstract
Esophagin, also known as small proline-rich protein 3 (SPRR3), has been demonstrated to be important in the initiation and progression of numerous types of tumor, including colorectal and breast cancer. However, studies concerning the biological functions of SPRR3 in glioblastoma multiforme (GBM) are limited. Therefore, we aimed to identify the functions and molecular mechanisms underlying the role of SPRR3 in GBM. Hypomethylation of SPRR3 was observed and associated with a poor clinical outcome in GBM patients compared with healthy individuals by using gene methylation profiling. The present study was performed to investigate the expression status and effects of SPRR3 in GBM. The U251 cell line was used in the functional analyses. Cell growth was examined by MTT and colony formation assay. Cell invasion was measured using the Transwell invasion assay. The expression of SPRR3 in tissue samples was examined by immunohistochemistry. The results revealed that the overexpression of SPRR3 accelerates U251 cell proliferation and invasion. It was also observed that SPRR3 was markedly upregulated in 72.7% of GBM samples (24/33) compared with the normal tissue. These results suggest that an increased expression of SPRR3 is involved in tumorigenesis.
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Affiliation(s)
- Qingyang Liu
- Department of Immunology, Institute of Basic Medical Sciences, Capital Medical University, Beijing 100069, P.R. China
| | - Chuanbao Zhang
- Department of Neurosurgery, Tiantan Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Guofo Ma
- Department of Neurosurgery, Tiantan Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Quangeng Zhang
- Department of Immunology, Institute of Basic Medical Sciences, Capital Medical University, Beijing 100069, P.R. China
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Intragenic DNA methylation in transcriptional regulation, normal differentiation and cancer. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2013; 1829:1161-74. [PMID: 23938249 DOI: 10.1016/j.bbagrm.2013.08.001] [Citation(s) in RCA: 157] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2013] [Revised: 08/02/2013] [Accepted: 08/05/2013] [Indexed: 02/06/2023]
Abstract
Ever since the discovery of DNA methylation at cytosine residues, the role of this so called fifth base has been extensively studied and debated. Until recently, the majority of DNA methylation studies focused on the analysis of CpG islands associated to promoter regions. However, with the upcoming possibilities to study DNA methylation in a genome-wide context, this epigenetic mark can now be studied in an unbiased manner. As a result, recent studies have shown that not only promoters but also intragenic and intergenic regions are widely modulated during physiological processes and disease. In particular, it is becoming increasingly clear that DNA methylation in the gene body is not just a passive witness of gene transcription but it seems to be actively involved in multiple gene regulation processes. In this review we discuss the potential role of intragenic DNA methylation in alternative promoter usage, regulation of short and long non-coding RNAs, alternative RNA processing, as well as enhancer activity. Furthermore, we summarize how the intragenic DNA methylome is modified both during normal cell differentiation and neoplastic transformation.
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Stefanska B, Bouzelmat A, Huang J, Suderman M, Hallett M, Han ZG, Al-Mahtab M, Akbar SMF, Khan WA, Raqib R, Szyf M. Discovery and validation of DNA hypomethylation biomarkers for liver cancer using HRM-specific probes. PLoS One 2013; 8:e68439. [PMID: 23950870 PMCID: PMC3737236 DOI: 10.1371/journal.pone.0068439] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2013] [Accepted: 05/29/2013] [Indexed: 12/13/2022] Open
Abstract
Poor prognosis of hepatocellular carcinoma (HCC) associated with late diagnosis necessitates the development of early diagnostic biomarkers. We have previously delineated the landscape of DNA methylation in HCC patients unraveling the importance of promoter hypomethylation in activation of cancer- and metastasis-driving genes. The purpose of the present study was to test the feasibility that genes that are hypomethylated in HCC could serve as candidate diagnostic markers. We use high resolution melting analysis (HRM) as a simple translatable PCR-based method to define methylation states in clinical samples. We tested seven regions selected from the shortlist of genes hypomethylated in HCC and showed that HRM analysis of several of them distinguishes methylation states in liver cancer specimens from normal adjacent liver and chronic hepatitis in the Shanghai area. Such regions were identified within promoters of neuronal membrane glycoprotein M6-B (GPM6B) and melanoma antigen family A12 (MAGEA12) genes. Differences in HRM in the immunoglobulin superfamily Fc receptor (FCRL1) separated invasive tumors from less invasive HCC. The identified biomarkers differentiated HCC from chronic hepatitis in another set of samples from Dhaka. Although the main thrust in DNA methylation diagnostics in cancer is on hypermethylated genes, our study for the first time illustrates the potential use of hypomethylated genes as markers for solid tumors. After further validation in a larger cohort, the identified DNA hypomethylated regions can become important candidate biomarkers for liver cancer diagnosis and prognosis, especially in populations with high risk for HCC development.
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Affiliation(s)
- Barbara Stefanska
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Aurelie Bouzelmat
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Jian Huang
- Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, Shanghai, China
| | - Matthew Suderman
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Michael Hallett
- McGill Centre for Bioinformatics, McGill University, Montreal, Quebec, Canada
| | - Ze-Guang Han
- Shanghai-MOST Key Laboratory for Disease and Health Genomics, Chinese National Human Genome Center at Shanghai, Shanghai, Shanghai, China
| | - Mamun Al-Mahtab
- Department of Hepatology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Dhaka District, Bangladesh
| | | | - Wasif Ali Khan
- International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh
| | - Rubhana Raqib
- International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), Dhaka, Dhaka District, Bangladesh
| | - Moshe Szyf
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
- Sackler Program for Psychobiology and Epigenetics at McGill University, McGill University, Montreal, Quebec, Canada
- * E-mail:
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