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Fu Y, Timp W, Sedlazeck FJ. Computational analysis of DNA methylation from long-read sequencing. Nat Rev Genet 2025:10.1038/s41576-025-00822-5. [PMID: 40155770 DOI: 10.1038/s41576-025-00822-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/30/2025] [Indexed: 04/01/2025]
Abstract
DNA methylation is a critical epigenetic mechanism in numerous biological processes, including gene regulation, development, ageing and the onset of various diseases such as cancer. Studies of methylation are increasingly using single-molecule long-read sequencing technologies to simultaneously measure epigenetic states such as DNA methylation with genomic variation. These long-read data sets have spurred the continuous development of advanced computational methods to gain insights into the roles of methylation in regulating chromatin structure and gene regulation. In this Review, we discuss the computational methods for calling methylation signals, contrasting methylation between samples, analysing cell-type diversity and gaining additional genomic insights, and then further discuss the challenges and future perspectives of tool development for DNA methylation research.
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Affiliation(s)
- Yilei Fu
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Winston Timp
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Fritz J Sedlazeck
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA.
- Department of Computer Science, Rice University, Houston, TX, USA.
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
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2
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Edrei Y, Levy R, Kaye D, Marom A, Radlwimmer B, Hellman A. Methylation-directed regulatory networks determine enhancing and silencing of mutation disease driver genes and explain inter-patient expression variation. Genome Biol 2023; 24:264. [PMID: 38012713 PMCID: PMC10683314 DOI: 10.1186/s13059-023-03094-6] [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: 05/23/2022] [Accepted: 10/23/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND Common diseases manifest differentially between patients, but the genetic origin of this variation remains unclear. To explore possible involvement of gene transcriptional-variation, we produce a DNA methylation-oriented, driver-gene-wide dataset of regulatory elements in human glioblastomas and study their effect on inter-patient gene expression variation. RESULTS In 175 of 177 analyzed gene regulatory domains, transcriptional enhancers and silencers are intermixed. Under experimental conditions, DNA methylation induces enhancers to alter their enhancing effects or convert into silencers, while silencers are affected inversely. High-resolution mapping of the association between DNA methylation and gene expression in intact genomes reveals methylation-related regulatory units (average size = 915.1 base-pairs). Upon increased methylation of these units, their target-genes either increased or decreased in expression. Gene-enhancing and silencing units constitute cis-regulatory networks of genes. Mathematical modeling of the networks highlights indicative methylation sites, which signified the effect of key regulatory units, and add up to make the overall transcriptional effect of the network. Methylation variation in these sites effectively describe inter-patient expression variation and, compared with DNA sequence-alterations, appears as a major contributor of gene-expression variation among glioblastoma patients. CONCLUSIONS We describe complex cis-regulatory networks, which determine gene expression by summing the effects of positive and negative transcriptional inputs. In these networks, DNA methylation induces both enhancing and silencing effects, depending on the context. The revealed mechanism sheds light on the regulatory role of DNA methylation, explains inter-individual gene-expression variation, and opens the way for monitoring the driving forces behind deferential courses of cancer and other diseases.
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Affiliation(s)
- Yifat Edrei
- Department of Developmental Biology and Cancer Research, The Institute for Medical Research Israel-Canada (IMRIC), The Hebrew University-Hadassah Medical School, 9112102, Jerusalem, Israel
| | - Revital Levy
- Department of Developmental Biology and Cancer Research, The Institute for Medical Research Israel-Canada (IMRIC), The Hebrew University-Hadassah Medical School, 9112102, Jerusalem, Israel
| | - Daniel Kaye
- Department of Developmental Biology and Cancer Research, The Institute for Medical Research Israel-Canada (IMRIC), The Hebrew University-Hadassah Medical School, 9112102, Jerusalem, Israel
| | - Anat Marom
- Department of Developmental Biology and Cancer Research, The Institute for Medical Research Israel-Canada (IMRIC), The Hebrew University-Hadassah Medical School, 9112102, Jerusalem, Israel
| | - Bernhard Radlwimmer
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Asaf Hellman
- Department of Developmental Biology and Cancer Research, The Institute for Medical Research Israel-Canada (IMRIC), The Hebrew University-Hadassah Medical School, 9112102, Jerusalem, Israel.
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3
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Jiang X, Jiang Z, Jiang M, Sun Y. Berberine as a Potential Agent for the Treatment of Colorectal Cancer. Front Med (Lausanne) 2022; 9:886996. [PMID: 35572960 PMCID: PMC9096113 DOI: 10.3389/fmed.2022.886996] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 03/29/2022] [Indexed: 01/10/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most commonly diagnosed and deadly malignancies worldwide. The incidence of CRC has been increasing, especially in young people. Although great advances have been made in managing CRC, the prognosis is unfavorable. Numerous studies have shown that berberine (BBR) is a safe and effective agent presenting significant antitumor effects. Nevertheless, the detailed underlying mechanism in treating CRC remains indistinct. In this review, we herein offer beneficial evidence for the utilization of BBR in the management and treatment of CRC, and describe the underlying mechanism(s). The review emphasizes several therapeutic effects of BBR and confirms that BBR could suppress CRC by modulating gene expression, the cell cycle, the inflammatory response, oxidative stress, and several signaling pathways. In addition, BBR also displays antitumor effects in CRC by regulating the gut microbiota and mucosal barrier function. This review emphasizes BBR as a potentially effective and safe drug for CRC therapy.
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Affiliation(s)
- Xi Jiang
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Zhongxiu Jiang
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Min Jiang
- Department of Gastroenterology, First Affiliated Hospital of China Medical University, Shenyang, China
| | - Yan Sun
- Department of Gastroenterology, Shengjing Hospital of China Medical University, Shenyang, China
- *Correspondence: Yan Sun
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Müller D, Győrffy B. DNA methylation-based diagnostic, prognostic, and predictive biomarkers in colorectal cancer. Biochim Biophys Acta Rev Cancer 2022; 1877:188722. [PMID: 35307512 DOI: 10.1016/j.bbcan.2022.188722] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 02/21/2022] [Accepted: 03/13/2022] [Indexed: 12/12/2022]
Abstract
DNA methylation is an epigenetic mechanism regulating gene expression. Changes in DNA methylation were suggested to be useful biomarkers for diagnosis, and for the determination of prognosis and treatment response. Here, we provide an overview of methylation-based biomarkers in colorectal cancer. First, we start with the two methylation-based diagnostic biomarkers already approved for colorectal cancer, SEPT9 and the combination of NDRG4 and BMP3. Then, we provide a list-based overview of new biomarker candidates depending on the sample source including plasma, stool, urine, and surgically removed tumor tissues. The most often identified markers like SDC2, VIM, APC, MGMT, SFRP1, SFRP2, and NDRG4 have distinct functions previously linked to tumor progression. Although numerous studies have identified tumor-specific methylation changes, most of these alterations were observed in a single study only. The lack of validation in independent samples means low reproducibility and is a major limitation. The genome-wide determination of methylation status (methylome) can provide data to solve these issues. In the third section of the review, methylome studies focusing on different aspects related to CRC, including precancerous lesions, CRC-specific changes, molecular subtypes, aging, and chemotherapy response are summarized. Notably, techniques simultaneously analyzing a large set of regions can also uncover epigenetic regulation of genes which have not yet been associated with tumorigenesis previously. A remaining constraint of studies published to date is the low patient number utilized in these preventing the identification of clinically valuable biomarker candidates. Either future large-scale studies or the integration of already available methylome-level data will be necessary to uncover biomarkers sufficiently robust for clinical application.
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Affiliation(s)
- Dalma Müller
- Dept. of Bioinformatics, Semmelweis University, Budapest, Hungary; Cancer Biomarker Research Group, RCNS, Budapest, Hungary
| | - Balázs Győrffy
- Dept. of Bioinformatics, Semmelweis University, Budapest, Hungary; Cancer Biomarker Research Group, RCNS, Budapest, Hungary.
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Sun X, Guo Y, Zhang Y, Zhao P, Wang Z, Wei Z, Qiao H. Colon Cancer-Related Genes Identification and Function Study Based on Single-Cell Multi-Omics Integration. Front Cell Dev Biol 2021; 9:789587. [PMID: 34901030 PMCID: PMC8657154 DOI: 10.3389/fcell.2021.789587] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 11/01/2021] [Indexed: 12/13/2022] Open
Abstract
Transcriptomes and DNA methylation of colon cancer at the single-cell level are used to identify marker genes and improve diagnoses and therapies. Seven colon cancer subtypes are recognized based on the single-cell RNA sequence, and the differentially expressed genes regulated by dysregulated methylation are identified as marker genes for different types of colon cancer. Compared with normal colon cells, marker genes of different types show very obvious specificity, especially upregulated genes in tumors. Functional enrichment analysis for marker genes indicates a possible relation between colon cancer and nervous system disease, moreover, the weak immune system is verified in colon cancer. The heightened expression of markers and the reduction of methylation in colon cancer promote tumor development in an extensive mechanism so that there is no biological process that can be enriched in different types.
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Affiliation(s)
- Xuepu Sun
- The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yu Guo
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Yu Zhang
- Department of Neurosurgery, General Hospital of Heilongjiang Province Land Reclamation Bureau, Harbin, China
| | - Peng Zhao
- School of Life Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Zhaoqing Wang
- School of Life Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Zheng Wei
- The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Haiquan Qiao
- The First Affiliated Hospital of Harbin Medical University, Harbin, China
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Turpín-Sevilla MDC, Pérez-Sanz F, García-Solano J, Sebastián-León P, Trujillo-Santos J, Carbonell P, Estrada E, Tuomisto A, Herruzo I, Fennell LJ, Mäkinen MJ, Rodríguez-Braun E, Whitehall VLJ, Conesa A, Conesa-Zamora P. Global Methylome Scores Correlate with Histological Subtypes of Colorectal Carcinoma and Show Different Associations with Common Clinical and Molecular Features. Cancers (Basel) 2021; 13:cancers13205165. [PMID: 34680315 PMCID: PMC8533997 DOI: 10.3390/cancers13205165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/03/2021] [Accepted: 10/11/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The typical methylation patterns associated with cancer are hypermethylation at gene promoters and global genome hypomethylation. Aberrant CpG island hypermethylation at promoter regions and global genome hypomethylation have not been associated with histological colorectal carcinomas (CRC) subsets. Using Illumina's 450 k Infinium Human Methylation beadchip, the methylome of 82 CRCs were analyzed, comprising different histological subtypes: 40 serrated adenocarcinomas (SAC), 32 conventional carcinomas (CC) and 10 CRCs showing histological and molecular features of microsatellite instability (hmMSI-H), and, additionally, 35 normal adjacent mucosae. Scores reflecting the overall methylation at 250 bp, 1 kb and 2 kb from the transcription starting site (TSS) were studied. RESULTS SAC has an intermediate methylation pattern between CC and hmMSI-H for the three genome locations. In addition, the shift from promoter hypermethylation to genomic hypomethylation occurs at a small sequence between 250 bp and 1 Kb from the gene TSS, and an asymmetric distribution of methylation was observed between both sides of the CpG islands (N vs. S shores). CONCLUSION These findings show that different histological subtypes of CRC have a particular global methylation pattern depending on sequence distance to TSS and highlight the so far underestimated importance of CpGs aberrantly hypomethylated in the clinical phenotype of CRCs.
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Affiliation(s)
- María del Carmen Turpín-Sevilla
- Facultad de Medicina, Universidad Francisco de Vitoria, Ctra. Pozuelo-Majadahonda, Km 1800, Pozuelo de Alarcón, 28223 Madrid, Spain; (M.d.C.T.-S.); (I.H.)
| | - Fernando Pérez-Sanz
- Biomedical Informatics & Bioinformatics Platform, Institute for Biomedical Research of Murcia (IMIB)/Foundation for Healthcare Training & Research of the Region of Murcia (FFIS), Calle Luis Fontes Pagán 9, 30003 Murcia, Spain;
| | - José García-Solano
- Department of Pathology, Santa Lucía General University Hospital (HGUSL), C/Mezquita s/n, 30202 Cartagena, Spain;
- Facultad de Ciencias de la Salud, Universidad Católica de Murcia (UCAM), Campus Los Jerónimos, 30107 Guadalupe, Spain
- Group of Molecular Pathology and Pharmacogenetics, Institute for Biomedical Research from Murcia (IMIB), HGUSL, 30202 Cartagena, Spain
| | - Patricia Sebastián-León
- IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), 46026 Valencia, Spain;
| | - Javier Trujillo-Santos
- Department of Internal Medicine, Santa Lucía General University Hospital (HGUSL), C/Mezquita s/n, 30202 Cartagena, Spain;
| | - Pablo Carbonell
- Biochemistry and Clinical Genetic Center, Virgen de la Arrixaca University Hospital, 30100 Murcia, Spain;
| | - Eduardo Estrada
- Department of Social Psychology and Methodology, Universidad Autónoma de Madrid, 28049 Madrid, Spain;
| | - Anne Tuomisto
- Cancer and Translational Medicine Research Unit, Department of Pathology, University of Oulu, P.O. Box 5000, 90014 Oulu, Finland; (A.T.); (M.J.M.)
| | - Irene Herruzo
- Facultad de Medicina, Universidad Francisco de Vitoria, Ctra. Pozuelo-Majadahonda, Km 1800, Pozuelo de Alarcón, 28223 Madrid, Spain; (M.d.C.T.-S.); (I.H.)
| | - Lochlan J. Fennell
- QIMR Berghofer Medical Research Institute, Herston, QLD 4006, Australia; (L.J.F.); (V.L.J.W.)
- Conjoint Internal Medicine Laboratory, Pathology Queensland, Herston, QLD 4006, Australia
- Faculty of Medicine, The University of Queensland, Herston, QLD 4072, Australia
| | - Markus J. Mäkinen
- Cancer and Translational Medicine Research Unit, Department of Pathology, University of Oulu, P.O. Box 5000, 90014 Oulu, Finland; (A.T.); (M.J.M.)
| | - Edith Rodríguez-Braun
- Clinical Oncology Department, Santa Lucía General University Hospital (HGUSL). C/Mezquita s/n, 30202 Cartagena, Spain;
| | - Vicki L. J. Whitehall
- QIMR Berghofer Medical Research Institute, Herston, QLD 4006, Australia; (L.J.F.); (V.L.J.W.)
- Conjoint Internal Medicine Laboratory, Pathology Queensland, Herston, QLD 4006, Australia
- Faculty of Medicine, The University of Queensland, Herston, QLD 4072, Australia
| | - Ana Conesa
- Microbiology and Cell Sciences Department, Institute for Food and Agricultural Sciences, Genetics Institute, University of Florida, Gainesville, FL 32611, USA;
| | - Pablo Conesa-Zamora
- Facultad de Ciencias de la Salud, Universidad Católica de Murcia (UCAM), Campus Los Jerónimos, 30107 Guadalupe, Spain
- Group of Molecular Pathology and Pharmacogenetics, Institute for Biomedical Research from Murcia (IMIB), HGUSL, 30202 Cartagena, Spain
- Clinical Oncology Department, Santa Lucía General University Hospital (HGUSL). C/Mezquita s/n, 30202 Cartagena, Spain;
- Department of Clinical Analysis, Santa Lucía General University Hospital (HGUSL), C/Mezquita s/n, 30202 Cartagena, Spain
- Correspondence: ; Tel.: +34-968128600 (ext. 951615)
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Gebhard C, Mulet-Lazaro R, Glatz D, Schwarzfischer-Pfeilschifter L, Schirmacher P, Gaedcke J, Weichert W, Reuschel E, Dietmaier W, Rehli M. Aberrant DNA methylation patterns in microsatellite stable human colorectal cancers define a new marker panel for the CpG island methylator phenotype. Int J Cancer 2021; 150:617-625. [PMID: 34591983 DOI: 10.1002/ijc.33831] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 09/09/2021] [Accepted: 09/10/2021] [Indexed: 01/03/2023]
Abstract
A distinct group of colorectal carcinomas (CRCs) referred to as the "CpG island methylator phenotype" (CIMP) shows an extremely high incidence of de novo DNA methylation and may share common pathological, clinical or molecular features. However, there is limited consensus about which CpG islands (CGIs) define a CIMP, particularly in microsatellite stable (MSS) carcinomas. To study this phenotype in a systematic manner, we analyzed genome-wide CGI DNA methylation profiles of 19 MSS CRC using methyl-CpG immunoprecipitation (MCIp) and hybridization on 244K CGI oligonucleotide microarrays, determined KRAS and BRAF mutation status and compared disease-related DNA methylation changes to chromosomal instability as detected by microarray-based comparative genomic hybridization. Results were validated using mass spectrometry analysis of bisulfite-converted DNA at a subset of 76 individual CGIs in 120 CRC and 43 matched normal tissue samples. Both genome-wide profiling and CpG methylation fine mapping segregated a group of CRC showing pronounced and frequent de novo DNA methylation of a distinct group of CGIs that only partially overlapped with previously established classifiers. The CIMP group defined in our study revealed significant association with colon localization, either KRAS or BRAF mutation, and mostly minor chromosomal losses but no association with known histopathological features. Our data provide a basis for defining novel marker panels that may enable a more reliable classification of CIMP in all CRCs, independently of the MS status.
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Affiliation(s)
- Claudia Gebhard
- Regensburg Center for Interventional Immunology (RCI), University Regensburg and University Medical Center Regensburg, Regensburg, Germany.,Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
| | - Roger Mulet-Lazaro
- Department of Hematology, Erasmus University Medical Center, Rotterdam, The Netherlands.,Oncode Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Dagmar Glatz
- Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
| | | | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Jochen Gaedcke
- Department of General and Visceral Surgery, University Medical Center, Göttingen, Germany
| | - Wilko Weichert
- Institute of Pathology, Technical University Munich (TUM), Munich, Germany
| | - Edith Reuschel
- Department of Obstetrics and Gynecology, Hospital St. Hedwig of the Order of St. John, University of Regensburg, Regensburg, Germany
| | - Wolfgang Dietmaier
- Institute of Pathology, University Hospital Regensburg, Regensburg, Germany
| | - Michael Rehli
- Regensburg Center for Interventional Immunology (RCI), University Regensburg and University Medical Center Regensburg, Regensburg, Germany.,Department of Internal Medicine III, University Hospital Regensburg, Regensburg, Germany
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Batsché E, Yi J, Mauger O, Kornobis E, Hopkins B, Hanmer-Lloyd C, Muchardt C. CD44 alternative splicing senses intragenic DNA methylation in tumors via direct and indirect mechanisms. Nucleic Acids Res 2021; 49:6213-6237. [PMID: 34086943 PMCID: PMC8216461 DOI: 10.1093/nar/gkab437] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 04/30/2021] [Accepted: 05/05/2021] [Indexed: 02/07/2023] Open
Abstract
DNA methylation (meDNA) is a modulator of alternative splicing, and splicing perturbations are involved in tumorigenesis nearly as frequently as DNA mutations. However, the impact of meDNA on tumorigenesis via splicing-mediated mechanisms has not been thoroughly explored. Here, we found that HCT116 colon carcinoma cells inactivated for the DNA methylases DNMT1/3b undergo a partial epithelial to mesenchymal transition associated with increased CD44 variant exon skipping. These skipping events are directly mediated by the loss of intragenic meDNA and the chromatin factors MBD1/2/3 and HP1γ and are also linked to phosphorylation changes in elongating RNA polymerase II. The role of meDNA in alternative splicing was confirmed by using the dCas9/DNMT3b tool. We further tested whether the meDNA level could have predictive value in the MCF10A model for breast cancer progression and in patients with acute lymphoblastic leukemia (B ALL). We found that a small number of differentially spliced genes, mostly involved in splicing and signal transduction, are correlated with the local modulation of meDNA. Our observations suggest that, although DNA methylation has multiple avenues to affect alternative splicing, its indirect effect may also be mediated through alternative splicing isoforms of these meDNA sensors.
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Affiliation(s)
- Eric Batsché
- Epigenetics and RNA metabolism in human diseases. CNRS UMR8256 - Biological Adaptation and Ageing. Institut de Biologie Paris-Seine. Sciences Sorbonne Université. 7–9 Quai Saint Bernard, 75005 Paris, France
- Unité de Régulation Epigénétique, Institut Pasteur, Paris, France
- UMR3738, CNRS, Paris, France
| | - Jia Yi
- Unité de Régulation Epigénétique, Institut Pasteur, Paris, France
- UMR3738, CNRS, Paris, France
- Ecole Doctorale Complexite du Vivant (ED515), Sorbonne Université, Paris, France
| | - Oriane Mauger
- Unité de Régulation Epigénétique, Institut Pasteur, Paris, France
- UMR3738, CNRS, Paris, France
- Ecole Doctorale Complexite du Vivant (ED515), Sorbonne Université, Paris, France
| | - Etienne Kornobis
- Unité de Régulation Epigénétique, Institut Pasteur, Paris, France
- UMR3738, CNRS, Paris, France
| | - Benjamin Hopkins
- Unité de Régulation Epigénétique, Institut Pasteur, Paris, France
- UMR3738, CNRS, Paris, France
- Keele University, Keele, Staffordshire ST5 5BG UK
| | - Charlotte Hanmer-Lloyd
- Unité de Régulation Epigénétique, Institut Pasteur, Paris, France
- UMR3738, CNRS, Paris, France
- Keele University, Keele, Staffordshire ST5 5BG UK
| | - Christian Muchardt
- Epigenetics and RNA metabolism in human diseases. CNRS UMR8256 - Biological Adaptation and Ageing. Institut de Biologie Paris-Seine. Sciences Sorbonne Université. 7–9 Quai Saint Bernard, 75005 Paris, France
- Unité de Régulation Epigénétique, Institut Pasteur, Paris, France
- UMR3738, CNRS, Paris, France
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Rahat B, Ali T, Sapehia D, Mahajan A, Kaur J. Circulating Cell-Free Nucleic Acids as Epigenetic Biomarkers in Precision Medicine. Front Genet 2020; 11:844. [PMID: 32849827 PMCID: PMC7431953 DOI: 10.3389/fgene.2020.00844] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 07/13/2020] [Indexed: 12/20/2022] Open
Abstract
The circulating cell-free nucleic acids (ccfNAs) are a mixture of single- or double-stranded nucleic acids, released into the blood plasma/serum by different tissues via apoptosis, necrosis, and secretions. Under healthy conditions, ccfNAs originate from the hematopoietic system, whereas under various clinical scenarios, the concomitant tissues release ccfNAs into the bloodstream. These ccfNAs include DNA, RNA, microRNA (miRNA), long non-coding RNA (lncRNA), fetal DNA/RNA, and mitochondrial DNA/RNA, and act as potential biomarkers in various clinical conditions. These are associated with different epigenetic modifications, which show disease-related variations and so finding their role as epigenetic biomarkers in clinical settings. This field has recently emerged as the latest advance in precision medicine because of its clinical relevance in diagnostic, prognostic, and predictive values. DNA methylation detected in ccfDNA has been widely used in personalized clinical diagnosis; furthermore, there is also the emerging role of ccfRNAs like miRNA and lncRNA as epigenetic biomarkers. This review focuses on the novel approaches for exploring ccfNAs as epigenetic biomarkers in personalized clinical diagnosis and prognosis, their potential as therapeutic targets and disease progression monitors, and reveals the tremendous potential that epigenetic biomarkers present to improve precision medicine. We explore the latest techniques for both quantitative and qualitative detection of epigenetic modifications in ccfNAs. The data on epigenetic modifications on ccfNAs are complex and often milieu-specific posing challenges for its understanding. Artificial intelligence and deep networks are the novel approaches for decoding complex data and providing insight into the decision-making in precision medicine.
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Affiliation(s)
- Beenish Rahat
- National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, United States
| | - Taqveema Ali
- Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Divika Sapehia
- Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Aatish Mahajan
- Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Jyotdeep Kaur
- Postgraduate Institute of Medical Education and Research, Chandigarh, India
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10
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Stuckel AJ, Zhang W, Zhang X, Zeng S, Dougherty U, Mustafi R, Zhang Q, Perreand E, Khare T, Joshi T, West-Szymanski DC, Bissonnette M, Khare S. Enhanced CXCR4 Expression Associates with Increased Gene Body 5-Hydroxymethylcytosine Modification but not Decreased Promoter Methylation in Colorectal Cancer. Cancers (Basel) 2020; 12:cancers12030539. [PMID: 32110952 PMCID: PMC7139960 DOI: 10.3390/cancers12030539] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 02/19/2020] [Accepted: 02/24/2020] [Indexed: 12/19/2022] Open
Abstract
In colorectal cancer (CRC), upregulation of the C-X-C motif chemokine receptor 4 (CXCR4) is correlated with metastasis and poor prognosis, highlighting the need to further elucidate CXCR4’s regulation in CRC. For the first time, DNA methylation and 5-hydroxymethylcytosine aberrations were investigated to better understand the epigenetic regulation of CXCR4 in CRC. CXCR4 expression levels were measured using qPCR and immunoblotting in normal colon tissues, primary colon cancer tissues and CRC cell lines. Publicly available RNA-seq and methylation data from The Cancer Genome Atlas (TCGA) were extracted from tumors from CRC patients. The DNA methylation status spanning CXCR4 gene was evaluated using combined bisulfite restriction analysis (COBRA). The methylation status in the CXCR4 gene body was analyzed using previously performed nano-hmC-seal data from colon cancers and adjacent normal colonic mucosa. CXCR4 expression levels were significantly increased in tumor stromal cells and in tumor colonocytes, compared to matched cell types from adjacent normal-appearing mucosa. CXCR4 promoter methylation was detected in a minority of colorectal tumors in the TCGA. The CpG island of the CXCR4 promoter showed increased methylation in three of four CRC cell lines. CXCR4 protein expression differences were also notable between microsatellite stable (MSS) and microsatellite instable (MSI) tumor cell lines. While differential methylation was not detected in CXCR4, enrichment of 5-hydroxymethylcytosine (5hmC) in CXCR4 gene bodies in CRC was observed compared to adjacent mucosa.
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Affiliation(s)
- Alexei J. Stuckel
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USA (Q.Z.); (E.P.); (T.K.)
| | - Wei Zhang
- Department of Preventive Medicine and The Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA;
| | - Xu Zhang
- Department of Medicine, University of Illinois, Chicago, IL 60607, USA;
| | - Shuai Zeng
- Bond Life Sciences Center, University of Missouri, Columbia, MO 65201, USA; (S.Z.); (T.J.)
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65201, USA
| | - Urszula Dougherty
- Department of Medicine, Section of Gastroenterology, Hepatology and Nutrition, The University of Chicago, Chicago, IL 60637, USA; (U.D.); (R.M.); (D.C.W.-S.); (M.B.)
| | - Reba Mustafi
- Department of Medicine, Section of Gastroenterology, Hepatology and Nutrition, The University of Chicago, Chicago, IL 60637, USA; (U.D.); (R.M.); (D.C.W.-S.); (M.B.)
| | - Qiong Zhang
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USA (Q.Z.); (E.P.); (T.K.)
| | - Elsa Perreand
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USA (Q.Z.); (E.P.); (T.K.)
| | - Tripti Khare
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USA (Q.Z.); (E.P.); (T.K.)
| | - Trupti Joshi
- Bond Life Sciences Center, University of Missouri, Columbia, MO 65201, USA; (S.Z.); (T.J.)
- Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211, USA
- Department of Health Management and Informatics, School of Medicine, University of Missouri, Columbia, MO 65212, USA
| | - Diana C. West-Szymanski
- Department of Medicine, Section of Gastroenterology, Hepatology and Nutrition, The University of Chicago, Chicago, IL 60637, USA; (U.D.); (R.M.); (D.C.W.-S.); (M.B.)
| | - Marc Bissonnette
- Department of Medicine, Section of Gastroenterology, Hepatology and Nutrition, The University of Chicago, Chicago, IL 60637, USA; (U.D.); (R.M.); (D.C.W.-S.); (M.B.)
| | - Sharad Khare
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Missouri, Columbia, MO 65212, USA (Q.Z.); (E.P.); (T.K.)
- Harry S. Truman Memorial Veterans’ Hospital, Columbia, MO 65201, USA
- Correspondence:
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11
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The role of DNA-demethylating agents in cancer therapy. Pharmacol Ther 2019; 205:107416. [PMID: 31626871 DOI: 10.1016/j.pharmthera.2019.107416] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 09/20/2019] [Indexed: 12/29/2022]
Abstract
DNA methylation patterns are frequently altered in cancer cells as compared to normal cells. A large body of research associates these DNA methylation aberrations with cancer initiation and progression. Moreover, cancer cells seem to depend upon these aberrant DNA methylation profiles to thrive. Finally, DNA methylation modifications are reversible, highlighting the potential to target the global methylation patterns for cancer therapy. In this review, we will discuss the scientific and clinical aspects of DNA methylation in cancer. We will review the limited success of targeting DNA methylation in the clinic, the associated clinical challenges, the impact of novel DNA methylation inhibitors and how combination therapies are improving patient outcomes.
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12
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Park YS, Kim DS, Cho SW, Park JW, Jeon SJ, Moon TJ, Kim SH, Son BK, Oh TJ, An S, Kim JH, Chae JD. Analysis of Syndecan-2 Methylation in Bowel Lavage Fluid for the Detection of Colorectal Neoplasm. Gut Liver 2019; 12:508-515. [PMID: 29730903 PMCID: PMC6143447 DOI: 10.5009/gnl17357] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 01/05/2018] [Accepted: 02/03/2018] [Indexed: 02/06/2023] Open
Abstract
Background/Aims Syndecan-2 (SDC2) methylation was previously reported as a sensitive serologic biomarker for the early detection of colorectal cancer (CRC). The purpose of this study was to investigate whether SDC2 methylation is detectable in precancerous lesions and to determine the feasibility of using SDC2 methylation for the detection of CRC and precancerous lesions in bowel lavage fluid (BLF). Methods A total of 190 BLF samples were collected from the rectum at the beginning of colonoscopy from patients with colorectal neoplasm and healthy normal individuals. Fourteen polypectomy specimens were obtained during colonoscopy. A bisulfite pyrosequencing assay and quantitative methylation-specific polymerase chain reaction were conducted to measure SDC2 methylation in tissues and BLF DNA. Results SDC2 methylation was positive in 100% of villous adenoma (VA) and high-grade dysplasia, and hyperplastic polyp samples; 88.9% of tubular adenoma samples; and 0% of normal mucosa samples. In the BLF DNA test forSDC2 methylation, the sensitivity for detecting CRC and VA was 80.0% and 64.7%, respectively, at a specificity of 88.9%. The BLF of patients with multiple tubular adenomas, single tubular adenoma and hyperplastic polyps showed 62.8%, 26.7% and 28.6% rates of methylation-positive SDC2, respectively. Conclusions Our results demonstrated that SDC2 methylation was a frequent event in precancerous lesions and showed high potential in BLF for detecting patients with colorectal neoplasm.
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Affiliation(s)
- Young Sook Park
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Dong Shin Kim
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Sang Woo Cho
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Jong Won Park
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Sang Jin Jeon
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Tae Ju Moon
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Seong Hwan Kim
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Byoung Kwan Son
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | | | | | - Jeong Hwan Kim
- Department of Family Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Jeong Don Chae
- Department of Laboratory Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
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13
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Prognostic Values of EPDR1 Hypermethylation and Its Inhibitory Function on Tumor Invasion in Colorectal Cancer. Cancers (Basel) 2018; 10:cancers10100393. [PMID: 30360391 PMCID: PMC6211107 DOI: 10.3390/cancers10100393] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 10/17/2018] [Accepted: 10/18/2018] [Indexed: 01/05/2023] Open
Abstract
Aberrant DNA methylation is a potential mechanism underlying the development of colorectal cancer (CRC). Thus, identification of prognostic DNA methylation markers and understanding the related molecular functions may offer a new perspective on CRC pathogenesis. To that end, we explored DNA methylation profile changes in CRC subtypes based on the microsatellite instability (MSI) status through genome-wide DNA methylation profiling analysis. Of 34 altered genes, three hypermethylated (epidermal growth factor, EGF; carbohydrate sulfotransferase 10, CHST10; ependymin related 1, EPDR1) and two hypomethylated (bone marrow stromal antigen 2, BST2; Rac family small GTPase 3, RAC3) candidates were further validated in CRC patients. Based on quantitative methylation-specific polymerase chain reaction (Q-MSP), EGF, CHST10 and EPDR1 showed higher hypermethylated levels in CRC tissues than those in adjacent normal tissues, whereas BST2 showed hypomethylation in CRC tissues relative to adjacent normal tissues. Additionally, among 75 CRC patients, hypermethylation of CHST10 and EPDR1 was significantly correlated with the MSI status and a better prognosis. Moreover, EPDR1 hypermethylation was significantly correlated with node negativity and a lower tumor stage as well as with mutations in B-Raf proto-oncogene serine/threonine kinase (BRAF) and human transforming growth factor beta receptor 2 (TGFβR2). Conversely, a negative correlation between the mRNA expression and methylation levels of EPDR1 in CRC tissues and cell lines was observed, revealing that DNA methylation has a crucial function in modulating EPDR1 expression in CRC cells. EPDR1 knockdown by a transient small interfering RNA significantly suppressed invasion by CRC cells, suggesting that decreased EPDR1 levels may attenuate CRC cell invasion. These results suggest that DNA methylation-mediated EPDR1 epigenetic silencing may play an important role in preventing CRC progression.
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14
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Xue W, Wu X, Wang F, Han P, Cui B. Genome-wide methylation analysis identifies novel prognostic methylation markers in colon adenocarcinoma. Biomed Pharmacother 2018; 108:288-296. [PMID: 30223100 DOI: 10.1016/j.biopha.2018.09.043] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Revised: 08/26/2018] [Accepted: 09/08/2018] [Indexed: 12/14/2022] Open
Abstract
Previous studies have indicated that abnormal methylation is a critical and early event in the pathogenesis of most types of human cancer, which contributes to tumorigenesis. However, there has been little focus on the potential of DNA methylation patterns as predictive markers for the prognosis of colon adenocarcinoma (COAD). In the present study, a genome-wide comparative analysis of DNA methylation profiles was performed between 315 COAD samples and 38 matched tumor-adjacent normal tissue samples. A total of 675 differentially methylated regions (DMRs) associated with 630 genes were identified, including 654 hypermethylated regions (UMRs) and 21 hypomethylated regions, which were capable of distinguishing COAD samples from non-malignant tissue samples. Although most of the DMRs appeared to be located within the gene body or promoter regions, UMRs were mostly located within CpG islands. Functional analysis suggested that genes associated with DMRs were enriched in many of the core cancer-signaling pathways known to be important in COAD biology. A survival analysis was also performed, which identified 7 DMRs as potential candidate markers with the ability to classify patients into high and low-risk groups with significantly different overall survival. The present study provides a better understanding of the molecular mechanisms underlying COAD, and demonstrates the utility of aberrant DNA methylation in the prognosis of COAD.
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Affiliation(s)
- Weinan Xue
- Department of Colorectal Surgery, The Affiliated Tumor Hospital of Harbin Medical University, Harbin, 150081, China
| | - Xiangxin Wu
- Department of Colorectal Surgery, The Affiliated Tumor Hospital of Harbin Medical University, Harbin, 150081, China
| | - Fan Wang
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, 150081, China
| | - Peng Han
- Department of Colorectal Surgery, The Affiliated Tumor Hospital of Harbin Medical University, Harbin, 150081, China
| | - Binbin Cui
- Department of Colorectal Surgery, The Affiliated Tumor Hospital of Harbin Medical University, Harbin, 150081, China.
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15
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Rhee JK, Kim SJ, Zhang BT. Identifying DNA Methylation Modules Associated with a Cancer by Probabilistic Evolutionary Learning. IEEE COMPUT INTELL M 2018. [DOI: 10.1109/mci.2018.2840659] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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16
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Molnár B, Galamb O, Péterfia B, Wichmann B, Csabai I, Bodor A, Kalmár A, Szigeti KA, Barták BK, Nagy ZB, Valcz G, Patai ÁV, Igaz P, Tulassay Z. Gene promoter and exon DNA methylation changes in colon cancer development - mRNA expression and tumor mutation alterations. BMC Cancer 2018; 18:695. [PMID: 29945573 PMCID: PMC6020382 DOI: 10.1186/s12885-018-4609-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 06/18/2018] [Indexed: 12/28/2022] Open
Abstract
Background DNA mutations occur randomly and sporadically in growth-related genes, mostly on cytosines. Demethylation of cytosines may lead to genetic instability through spontaneous deamination. Aims were whole genome methylation and targeted mutation analysis of colorectal cancer (CRC)-related genes and mRNA expression analysis of TP53 pathway genes. Methods Long interspersed nuclear element-1 (LINE-1) BS-PCR followed by pyrosequencing was performed for the estimation of global DNA metlyation levels along the colorectal normal-adenoma-carcinoma sequence. Methyl capture sequencing was done on 6 normal adjacent (NAT), 15 adenomatous (AD) and 9 CRC tissues. Overall quantitative methylation analysis, selection of top hyper/hypomethylated genes, methylation analysis on mutation regions and TP53 pathway gene promoters were performed. Mutations of 12 CRC-related genes (APC, BRAF, CTNNB1, EGFR, FBXW7, KRAS, NRAS, MSH6, PIK3CA, SMAD2, SMAD4, TP53) were evaluated. mRNA expression of TP53 pathway genes was also analyzed. Results According to the LINE-1 methylation results, overall hypomethylation was observed along the normal-adenoma-carcinoma sequence. Within top50 differential methylated regions (DMRs), in AD-N comparison TP73, NGFR, PDGFRA genes were hypermethylated, FMN1, SLC16A7 genes were hypomethylated. In CRC-N comparison DKK2, SDC2, SOX1 genes showed hypermethylation, while ERBB4, CREB5, CNTN1 genes were hypomethylated. In certain mutation hot spot regions significant DNA methylation alterations were detected. The TP53 gene body was addressed by hypermethylation in adenomas. APC, TP53 and KRAS mutations were found in 30, 15, 21% of adenomas, and in 29, 53, 29% of CRCs, respectively. mRNA expression changes were observed in several TP53 pathway genes showing promoter methylation alterations. Conclusions DNA methylation with consecutive phenotypic effect can be observed in a high number of promoter and gene body regions through CRC development. Electronic supplementary material The online version of this article (10.1186/s12885-018-4609-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Béla Molnár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary. .,2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary.
| | - Orsolya Galamb
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Bálint Péterfia
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Barnabás Wichmann
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - István Csabai
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/A, Budapest, H-1117, Hungary
| | - András Bodor
- Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Pázmány Péter sétány 1/A, Budapest, H-1117, Hungary.,Institute of Mathematics and Informatics, Faculty of Sciences, University of Pécs, Ifjúság útja 6, Pécs, H-7624, Hungary
| | - Alexandra Kalmár
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Krisztina Andrea Szigeti
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Barbara Kinga Barták
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Zsófia Brigitta Nagy
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Gábor Valcz
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Árpád V Patai
- 2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Péter Igaz
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary.,2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
| | - Zsolt Tulassay
- Molecular Medicine Research Group, Hungarian Academy of Sciences, Szentkirályi str 46, Budapest, H-1088, Hungary.,2nd Department of Internal Medicine, Semmelweis University, Szentkirályi str 46, Budapest, H-1088, Hungary
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17
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Chen L, Zhang W, Li DY, Wang X, Tao Y, Zhang Y, Dong C, Zhao J, Zhang L, Zhang X, Guo J, Zhang X, Liao Q. Regulatory network analysis of LINC00472, a long noncoding RNA downregulated by DNA hypermethylation in colorectal cancer. Clin Genet 2018; 93:1189-1198. [PMID: 29488624 DOI: 10.1111/cge.13245] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Revised: 02/21/2018] [Accepted: 02/25/2018] [Indexed: 12/30/2022]
Abstract
Colorectal cancer (CRC), one of the common malignant cancers in the world, is caused by accumulated alterations of genetic and epigenetic factors over a long period of time. Along with that protein-coding genes being identified as oncogenes or tumor suppressors in CRC, a number of lncRNAs have also been found to be associated with CRC. Considering the important regulatory role of lncRNAs, the first goal of this study was to identify CRC-associated lncRNAs from a public database. One such lncRNA, LINC00472, was verified to be downregulated in CRC cell lines and cancer tissues compared with adjacent tissues. In addition, the down-regulation of LINC00472 seemed to be caused by DNA hypermethylation at its promoter region. Furthermore, the expression of LINC00472 and DNA methylation of promoter were significantly correlated with clinicopathological features. And DNA hypermethylation of LINC00472 may serve as a better diagnostic biomarker than its expression for CRC. Finally, we predicted the functions of LINC00472 and constructed a regulatory network and found LINC00472 may be involved in cell cycle and cell proliferation processes. Our results may provide a clue to further research into the function and regulatory mechanism of LINC00472 in CRC.
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Affiliation(s)
- L Chen
- Department of Biochemistry and Molecular Biology, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - W Zhang
- Department of Medical Image, Sun Yat-Sen University Cancer Center, Guangzhou, China
| | - D Y Li
- Division of Cardiology, Department of Medicine, Columbia University Medical Center, New York, New York
| | - X Wang
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China
| | - Y Tao
- Zhejiang Provincial Key Laboratory of Pathological and Physiological Technology, Department of Preventative Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - Y Zhang
- Zhejiang Provincial Key Laboratory of Pathological and Physiological Technology, Department of Preventative Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - C Dong
- Zhejiang Provincial Key Laboratory of Pathological and Physiological Technology, Department of Preventative Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - J Zhao
- Zhejiang Provincial Key Laboratory of Pathological and Physiological Technology, Department of Preventative Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - L Zhang
- Zhejiang Provincial Key Laboratory of Pathological and Physiological Technology, Department of Preventative Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - X Zhang
- Zhejiang Provincial Key Laboratory of Pathological and Physiological Technology, Department of Preventative Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - J Guo
- Department of Biochemistry and Molecular Biology, Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
| | - X Zhang
- Department of Gastroenterology, The Affiliated Hospital of Ningbo University School of Medicine, Ningbo, China
| | - Q Liao
- Zhejiang Provincial Key Laboratory of Pathological and Physiological Technology, Department of Preventative Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, China
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18
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Chen X, Liu B, Yang R, Guo Y, Li F, Wang L, Hu H. Integrated analysis of long non-coding RNAs in human colorectal cancer. Oncotarget 2018; 7:23897-908. [PMID: 27004403 PMCID: PMC5029672 DOI: 10.18632/oncotarget.8192] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Accepted: 02/28/2016] [Indexed: 01/01/2023] Open
Abstract
Accumulating evidence highlights the role of long non-coding RNAs (lncRNAs) in tumors. However, the genome-wide expression and roles of lncRNAs in colorectal cancer (CRC) remain unknown. Here, we systematically examined the global gene expressions in primary and synchronous liver metastases CRC tissue, in which thousands of aberrantly expressed lncRNAs were characterized. Co-expression analysis revealed that some lncRNAs correlated to their neighboring mRNAs in expression levels, whereas others formed networks with protein-coding genes in trans. We observed H3K4me3 was enriched at expressed lncRNA transcription start sites (TSSs) and correlated to dysregulated lncRNAs. Furthermore, we identified primary and metastasis tumor linked lncRNA signatures positively correlated with poor-prognosis gene set. Finally, functional experiments demonstrated two candidate lncRNAs were required for proliferation and migration of CRC cells. In summary, we provided a new framework for lncRNA associated clinical prognosis evaluation and target selection of gene therapy in CRC.
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Affiliation(s)
- Xiaohua Chen
- School of Basic Medical Sciences, Wuhan University, Wuhan, China.,Department of Laboratory Medicine, No.161 Hospital of PLA, Wuhan, China
| | - Binjian Liu
- Department of Laboratory Medicine, No.161 Hospital of PLA, Wuhan, China
| | - Rui Yang
- Department of General Surgery, No.161 Hospital of PLA, Wuhan, China
| | - Yong Guo
- Department of Pathology, No.161 Hospital of PLA, Wuhan, China
| | - Feng Li
- School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Lin Wang
- School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Hanyang Hu
- School of Basic Medical Sciences, Wuhan University, Wuhan, China
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19
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Porcellini E, Laprovitera N, Riefolo M, Ravaioli M, Garajova I, Ferracin M. Epigenetic and epitranscriptomic changes in colorectal cancer: Diagnostic, prognostic, and treatment implications. Cancer Lett 2018; 419:84-95. [PMID: 29360561 DOI: 10.1016/j.canlet.2018.01.049] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 01/07/2018] [Accepted: 01/12/2018] [Indexed: 12/12/2022]
Abstract
A cancer cell is the final product of a complex mixture of genetic, epigenetic and epitranscriptomic alterations, whose final interplay contribute to cancer onset and progression. This is specifically true for colorectal cancer, a tumor with a strong epigenetic component, which acts earlier than any other genetic alteration in promoting cancer cell malignant transformation. The pattern of progressive, and usually subtype-specific, DNA and histone modifications that occur in colorectal cancer has been extensively studied in the last decade, providing plenty of data to explore. For this tumor, it became recently evident that also RNA modifications play a relevant role in the activation of oncogenes or repression of tumor suppressor genes. In this review we provide a brief overview of all epigenetic and epitranscriptomic changes that have been found associated to colorectal cancer till now. We explore the impact of these alterations in cancer prognosis and response to treatment and discuss their potential use as cancer biomarkers.
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Affiliation(s)
- Elisa Porcellini
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Noemi Laprovitera
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Mattia Riefolo
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy; Sant'Orsola-Malpighi Hospital, Bologna, Italy
| | | | - Ingrid Garajova
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy; Sant'Orsola-Malpighi Hospital, Bologna, Italy
| | - Manuela Ferracin
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy.
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20
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Chong A, Teo JX, Ban KHK. Distinct epigenetic signatures elucidate enhancer-gene relationships that delineate CIMP and non-CIMP colorectal cancers. Oncotarget 2018; 7:28027-39. [PMID: 27049830 PMCID: PMC5053707 DOI: 10.18632/oncotarget.8473] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 03/14/2016] [Indexed: 12/22/2022] Open
Abstract
Epigenetic changes, like DNA methylation, affect gene expression and in colorectal cancer (CRC), a distinct phenotype called the CpG island methylator phenotype (“CIMP”) has significantly higher levels of DNA methylation at so-called “Type C loci” within the genome. We postulate that enhancer-gene pairs are coordinately controlled through DNA methylation in order to regulate the expression of key genes/biomarkers for a particular phenotype. Firstly, we found 24 experimentally-validated enhancers (VISTA enhancer browser) that contained statistically significant (FDR-adjusted q-value of <0.01) differentially methylated regions (DMRs) (1000bp) in a study of CIMP versus non-CIMP CRCs. Of these, the methylation of 2 enhancers, 1702 and 1944, were found to be very well correlated with the methylation of the genes Wnt3A and IGDCC3, respectively, in two separate and independent datasets. We show for the first time that there are indeed distinct and dynamic changes in the methylation pattern of specific enhancer-gene pairs in CRCs. Such a coordinated epigenetic event could be indicative of an interaction between (1) enhancer 1702 and Wnt3A and (2) enhancer 1944 and IGDCC3. Moreover, our study shows that the methylation patterns of these 2 enhancer-gene pairs can potentially be used as biomarkers to delineate CIMP from non-CIMP CRCs.
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Affiliation(s)
- Allen Chong
- Department of Pathology, National University of Singapore, 119074 Singapore.,Present address: Shanxi Guoxin Caregeno Medical Laboratories, Taiyuan, Shanxi Province, 030006 China
| | - Jing Xian Teo
- Cancer Science Institute, National University of Singapore, 117599 Singapore
| | - Kenneth H K Ban
- Department of Biochemistry, National University of Singapore, 117596 Singapore.,Institute of Molecular and Cell Biology, 138673 Singapore
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21
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Ren Z, Tao Z. Molecular Basis of Colorectal Cancer: Tumor Biology. SURGICAL TREATMENT OF COLORECTAL CANCER 2018:23-34. [DOI: 10.1007/978-981-10-5143-2_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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22
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Bach A, Aris A, Guasch I. Consequences of supplying methyl donors during pregnancy on the methylome of the offspring from lactating and non-lactating dairy cattle. PLoS One 2017; 12:e0189581. [PMID: 29228040 PMCID: PMC5724855 DOI: 10.1371/journal.pone.0189581] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 11/29/2017] [Indexed: 12/02/2022] Open
Abstract
The aim of this study was to evaluate the potential effects of methyl donor supplementation of pregnant animals in the presence or absence of a concomitant lactation on the methylome of the offspring. Twenty Holstein cows, 10 nulliparous (non-lactating while pregnant) and 10 multiparous (lactating while pregnant) were blocked by parity and randomly assigned to an i.m. weekly injections of a placebo (CTRL) or a solution containing methyl donors (MET). After calving, 5 calves randomly selected from each treatment (two born to non-lactating and three to lactating dams) were blood-sampled to determine their full methylome. There were more than 2,000 CpG differentially methylated between calves born to CTRL and those born to MET, and also between calves born to lactating and non-lactating dams. Most of the differences affected genes involved in immune function, cell growth regulation and differentiation, kinase activity, and ion channeling. We conclude that the coexistence of pregnancy and lactation affects the methylome of the offspring, and that supplementation of methyl donors early in gestation has also consequences on the methylome.
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Affiliation(s)
- Alex Bach
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- Department of Ruminant Production, IRTA (Institut de Recerca i Tecnologia Agroalimentàries), Caldes de Montbui, Spain
- * E-mail:
| | - Anna Aris
- Department of Ruminant Production, IRTA (Institut de Recerca i Tecnologia Agroalimentàries), Caldes de Montbui, Spain
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23
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Ahmad R, Kumar B, Pan K, Dhawan P, Singh AB. HDAC-4 regulates claudin-2 expression in EGFR-ERK1/2 dependent manner to regulate colonic epithelial cell differentiation. Oncotarget 2017; 8:87718-87736. [PMID: 29152115 PMCID: PMC5675667 DOI: 10.18632/oncotarget.21190] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 08/23/2017] [Indexed: 01/13/2023] Open
Abstract
In normal colon, claudin-2 expression is restricted to the crypt bottom containing the undifferentiated and proliferative colonocytes. Claudin-2 expression is also upregulated in colorectal cancer (CRC) and promotes carcinogenesis. However, cellular mechanism/s regulated by increased claudin-2 expression during the CRC and mechanism/s regulating this increase remain poorly understood. Epigenetic mechanisms help regulate expression of cancer-associated genes and inhibition of Histone Deacetylases (HDACs) induces cell cycle arrest and differentiation. Accordingly, based on a comprehensive in vitro and in vivo analysis we here report that Histone Deacetylases regulate claudin-2 expression in causal association with colonocyte dedifferentiation to promote CRC. Detailed differentiation analyses using colon cancer cells demonstrated inverse association between claudin-2 expression and epithelial differentiation. Genetic manipulation studies revealed the causal role of HDAC-4 in regulating claudin-2 expression during this process. Further analysis identified transcriptional regulation as the underlying mechanism, which was dependent on HDAC-4 dependent modulation of the EGFR-ERK1/2 signaling. Accordingly, colon tumors demonstrated marked upregulation of the HDAC-4/ERK1/2/Claudin-2 signaling. Taken together, we demonstrate a novel role for HDAC-4/EGFR/ERK1/2 signaling in regulating claudin-2 expression to modulate colonocyte differentiation. These findings are of clinical significance and highlight epigenetic regulation as potential mechanism to regulate claudin-2 expression during mucosal pathologies including CRC.
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Affiliation(s)
- Rizwan Ahmad
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Balawant Kumar
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Kaichao Pan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Punita Dhawan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA.,VA Nebraska-Western Iowa Health Care System, Omaha, NE, USA
| | - Amar B Singh
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA.,VA Nebraska-Western Iowa Health Care System, Omaha, NE, USA
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24
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Diagnostic Value of the Methylation of Multiple Gene Promoters in Serum in Hepatitis B Virus-Related Hepatocellular Carcinoma. DISEASE MARKERS 2017; 2017:2929381. [PMID: 28951629 PMCID: PMC5603249 DOI: 10.1155/2017/2929381] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 07/04/2017] [Indexed: 01/10/2023]
Abstract
This study sought to evaluate the diagnostic value of the methylation of multiple gene promoters in serum in hepatitis B virus- (HBV-) related hepatocellular carcinoma (HCC). A total of 343 participants were enrolled, including 98 patients with HCC, 75 patients with liver cirrhosis (LC), 90 patients with chronic hepatitis B (CHB), and 80 healthy individuals. RASSF1A, APC, BVES, TIMP3, GSTP1, and HOXA9 were selected as the candidate genes. The MethyLight method was used to assay promoter methylation statuses. The diagnostic performances of markers were assessed by constructing receiver operating characteristic (ROC) curves. The prevalences of methylation for RASSF1A, APC, BVES, HOXA9, GSTP1, and TIMP3 were 52.04%, 36.73%, 29.59%, 20.41%, 17.35%, and 11.22%, respectively. APC methylation completely overlapped with RASSF1A methylation. The area under the curve (AUC) for RASSF1A methylation (0.718) was better than the corresponding AUC for AFP (0.609) in distinguishing HCC from CHB. When RASSF1A, BVES, HOXA9, and AFP were combined, the AUC was 0.852 (95% CI = 0.796–0.908, P = 0.028), and the sensitivity and specificity were 83.7% and 78.9%, respectively. In conclusion, an assay that combines methylation of the RASSF1A, BVES, and HOXA9 gene promoters in serum and AFP could significantly improve HBV-related HCC diagnoses.
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25
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Jeon K, Min B, Park JS, Kang YK. Simultaneous Methylation-Level Assessment of Hundreds of CpG Sites by Targeted Bisulfite PCR Sequencing (TBPseq). Front Genet 2017; 8:97. [PMID: 28751909 PMCID: PMC5507944 DOI: 10.3389/fgene.2017.00097] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 06/28/2017] [Indexed: 12/23/2022] Open
Abstract
Methylated-DNA sequencing technologies are producing vast amounts of methylome data from cancer samples, from which cancer-associated differentially methylated CpG sites (cDMCs) are continuously identified and filed. The inclusion of as many cDMCs as possible helps improve the accuracy of cancer diagnosis and sometimes identify cancer subtypes. However, the lack of an established method for the analysis of 100s of cDMCs practically impedes their robust use in clinical medicine. Here, we tested the availability of targeted bisulfite-PCR-sequencing (TBPseq) technology for the assessment of methylation levels of a myriad of CpGs scattered over the genome. In randomly selected 46 cancer cell lines, multiplexed PCR yielded a variety of amplicons harboring 246 CpGs residing at promoters of 97 cancer-associated genes, all of which were sequenced in the same flow cell. Clustering analysis of the TBPseq-assessed methylation levels of target CpGs showed that the lung and liver cancer cell lines correlated relatively strongly with each other while they weakly correlated with colon cancer cells. CpGs at the LIFR gene promoter, which are known to be hypermethylated in colon cancers, indeed were heavily methylated in the tested colon cancer cells. Moreover, the LIFR promoter hypermethylation was found in colon cancer cells only, but not in biliary tract, liver, lung, and stomach cancers cell lines. A meta-analysis with public cancer methylome data verified the colon cancer specificity of LIFR promoter methylation. These results demonstrate that our TBPseq-based methylation assessment could be considered an effective, accurate, and competitive method to simultaneously examine a large number of target cDMCs and patient samples.
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Affiliation(s)
- Kyuheum Jeon
- Development and Differentiation Research CenterKorea Research Institute of Bioscience & Biotechnology, Daejeon, South Korea.,Department of Functional Genomics, Korea University of Science and TechnologyDaejeon, South Korea
| | - Byungkuk Min
- Development and Differentiation Research CenterKorea Research Institute of Bioscience & Biotechnology, Daejeon, South Korea
| | - Jung S Park
- Development and Differentiation Research CenterKorea Research Institute of Bioscience & Biotechnology, Daejeon, South Korea
| | - Yong-Kook Kang
- Development and Differentiation Research CenterKorea Research Institute of Bioscience & Biotechnology, Daejeon, South Korea.,Department of Functional Genomics, Korea University of Science and TechnologyDaejeon, South Korea
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26
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Chelladurai P, Seeger W, Pullamsetti SS. Epigenetic mechanisms in pulmonary arterial hypertension: the need for global perspectives. Eur Respir Rev 2017; 25:135-40. [PMID: 27246590 PMCID: PMC9487251 DOI: 10.1183/16000617.0036-2016] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 05/06/2016] [Indexed: 02/07/2023] Open
Abstract
Pulmonary arterial hypertension (PAH) is a severe and progressive disease, characterised by high pulmonary artery pressure that usually culminates in right heart failure. Recent findings of alterations in the DNA methylation state of superoxide dismutase 2 and granulysin gene loci; histone H1 levels; aberrant expression levels of histone deacetylases and bromodomain-containing protein 4; and dysregulated microRNA networks together suggest the involvement of epigenetics in PAH pathogenesis. Thus, PAH pathogenesis evidently involves the interplay of a predisposed genetic background, epigenetic state and injurious events. Profiling the genome-wide alterations in the epigenetic mechanisms, such as DNA methylation or histone modification pattern in PAH vascular cells, may explain the great variability in susceptibility and disease severity that is frequently associated with pronounced remodelling and worse clinical outcome. Moreover, the influence of genetic predisposition and the acquisition of epigenetic alterations in response to environmental cues in PAH progression and establishment has largely been unexplored on a genome-wide scale. In order to gain insights into the molecular mechanisms leading to the development of PAH and to design novel therapeutic strategies, high-throughput approaches have to be adopted to facilitate systematic identification of the disease-specific networks using next-generation sequencing technologies, the application of these technologies in PAH has been relatively trivial to date. An epigenetic component is hypothesised in PAH: an overview of the current literature and future perspectiveshttp://ow.ly/7miS3002BYw
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Affiliation(s)
- Prakash Chelladurai
- Max-Planck-Institute for Heart and Lung Research, Dept of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
| | - Werner Seeger
- Max-Planck-Institute for Heart and Lung Research, Dept of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany University of Giessen Lung Center (UGMLC), member of the German Center for Lung Research (DZL), Justus-Liebig University, Giessen, Germany
| | - Soni Savai Pullamsetti
- Max-Planck-Institute for Heart and Lung Research, Dept of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany University of Giessen Lung Center (UGMLC), member of the German Center for Lung Research (DZL), Justus-Liebig University, Giessen, Germany
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27
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Votino C, Laudanna C, Parcesepe P, Giordano G, Remo A, Manfrin E, Pancione M. Aberrant BLM cytoplasmic expression associates with DNA damage stress and hypersensitivity to DNA-damaging agents in colorectal cancer. J Gastroenterol 2017; 52:327-340. [PMID: 27169843 DOI: 10.1007/s00535-016-1222-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Accepted: 04/26/2016] [Indexed: 02/05/2023]
Abstract
BACKGROUND Bloom syndrome is a rare and recessive disorder characterized by loss-of-function mutations of the BLM gene, which encodes a RecQ 3'-5' DNA helicase. Despite its putative tumor suppressor function, the contribution of BLM to human sporadic colorectal cancer (CRC) remains poorly understood. METHODS The transcriptional regulation mechanism underlying BLM and related DNA damage response regulation in independent CRC subsets and a panel of derived cell lines was investigated by bioinformatics analysis, the transcriptomic profile, a CpG island promoter methylation assay, Western blot, and an immunolocalization assay. RESULTS In silico analysis of gene expression data sets revealed that BLM is overexpressed in poorly differentiated CRC and exhibits a close connection with shorter relapse-free survival even after adjustment for prognostic factors and pathways that respond to DNA damage response through ataxia telangiectasia mutated (ATM) signaling. Functional characterization demonstrated that CpG island promoter hypomethylation increases BLM expression and associates with cytoplasmic BLM mislocalization and increased DNA damage response both in clinical CRC samples and in derived cancer cell lines. The DNA-damaging agent S-adenosylmethionine suppresses BLM expression, leading to the inhibition of cell growth following accumulation of DNA damage. In tumor specimens, cytoplasmic accumulation of BLM correlates with DNA damage and γH2AX and phosphorylated ATM foci and predicts long-term progression-free survival in metastatic patients treated with irinotecan. CONCLUSIONS Taken together, the findings of this study provide the first evidence that cancer-linked DNA hypomethylation and cytosolic BLM mislocalization might reflect compromised levels of DNA-repair activity and enhanced hypersensitivity to DNA-damaging agents in CRC patients.
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Affiliation(s)
- Carolina Votino
- Department of Sciences and Technologies, University of Sannio, Via Port'Arsa, 11, 82100, Benevento, Italy
| | - Carmelo Laudanna
- Department of Experimental and Clinical Medicine "Gaetano Salvatore", University "Magna Grecia", 88100, Catanzaro, Italy
| | - Pietro Parcesepe
- Department of Surgery and Oncology, University of Verona, 37129, Verona, Italy
| | - Guido Giordano
- Medical Oncology Unit, Fatebenefratelli Hospital, 82100, Benevento, Italy
| | - Andrea Remo
- Department of Pathology, "Mater Salutis" Hospital, 37045, Legnago, VR, Italy
| | - Erminia Manfrin
- Medical Oncology Unit, Fatebenefratelli Hospital, 82100, Benevento, Italy
| | - Massimo Pancione
- Department of Sciences and Technologies, University of Sannio, Via Port'Arsa, 11, 82100, Benevento, Italy.
- Department of Biochemistry and Molecular Biology, Faculty of Pharmacy, Complutense University, Madrid, Spain.
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28
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Hu H, Shu M, He L, Yu X, Liu X, Lu Y, Chen Y, Miao X, Chen X. Epigenomic landscape of 5-hydroxymethylcytosine reveals its transcriptional regulation of lncRNAs in colorectal cancer. Br J Cancer 2017; 116:658-668. [PMID: 28141796 PMCID: PMC5344292 DOI: 10.1038/bjc.2016.457] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Revised: 12/10/2016] [Accepted: 12/21/2016] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND DNA methylation at the 5 position of cytosine (5mC) can be converted to 5-hydroxymethylcytosine (5hmC) by the ten-eleven translocation family. The loss of global levels of 5hmC has been regarded as a hallmark in various cancers. 5-hydroxymethylcytosine is distributed at protein-coding gene bodies and promoters; however, the role and distribution of 5hmC at long non-coding RNAs (lncRNAs) is not clear. We investigated the distribution and regulatory roles of 5hmC for lncRNAs in colorectal cancer (CRC). METHODS We integrated genome-wide profiles of 5hmC, 5mC, transcriptome and histone marks in CRC patients and examined the 5hmC-based clinical outcomes in patients. RESULTS 5-hydroxymethylcytosine was distributed at lncRNA loci and positively correlated with lncRNA transcription. Dysreulated CRC lncRNAs were regulated by 5hmC directly or through abnormal activities of typical and super-enhancers and promoters modified by 5hmC. In addition, 5hmC was involved in long-range chromatin interactions at lncRNA loci. Finally, lncRNAs regulated by differential 5hmC marks were correlated with different clinical outcomes and tumour status in patients. CONCLUSIONS 5-hydroxymethylcytosine is critical in regulating the transcription of lncRNA and serve as novel biomarkers for clinical prognosis in CRC.
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Affiliation(s)
- Hanyang Hu
- Department of Laboratory Medicine, No. 161 Hospital of PLA, Wuhan 430010, China.,School of Basic Medical Science, Wuhan University, Wuhan, China
| | - Maoguo Shu
- Departmemt of Plastic, Aesthetic and Craniofacial Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Lin He
- Departmemt of Plastic, Aesthetic and Craniofacial Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Xueyuan Yu
- Departmemt of Plastic, Aesthetic and Craniofacial Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Xiangyu Liu
- Departmemt of Plastic, Aesthetic and Craniofacial Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, China
| | - Yalin Lu
- Department of Laboratory Medicine, No. 161 Hospital of PLA, Wuhan 430010, China
| | - Yinghong Chen
- Nursing Department, No. 161 Hospital of PLA, Wuhan 430010, China
| | - Xiaoping Miao
- Department of Epidemiology and Biostatistics and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaohua Chen
- Department of Laboratory Medicine, No. 161 Hospital of PLA, Wuhan 430010, China.,School of Basic Medical Science, Wuhan University, Wuhan, China
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29
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Dirks RAM, Stunnenberg HG, Marks H. Genome-wide epigenomic profiling for biomarker discovery. Clin Epigenetics 2016; 8:122. [PMID: 27895806 PMCID: PMC5117701 DOI: 10.1186/s13148-016-0284-4] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Accepted: 11/02/2016] [Indexed: 12/24/2022] Open
Abstract
A myriad of diseases is caused or characterized by alteration of epigenetic patterns, including changes in DNA methylation, post-translational histone modifications, or chromatin structure. These changes of the epigenome represent a highly interesting layer of information for disease stratification and for personalized medicine. Traditionally, epigenomic profiling required large amounts of cells, which are rarely available with clinical samples. Also, the cellular heterogeneity complicates analysis when profiling clinical samples for unbiased genome-wide biomarker discovery. Recent years saw great progress in miniaturization of genome-wide epigenomic profiling, enabling large-scale epigenetic biomarker screens for disease diagnosis, prognosis, and stratification on patient-derived samples. All main genome-wide profiling technologies have now been scaled down and/or are compatible with single-cell readout, including: (i) Bisulfite sequencing to determine DNA methylation at base-pair resolution, (ii) ChIP-Seq to identify protein binding sites on the genome, (iii) DNaseI-Seq/ATAC-Seq to profile open chromatin, and (iv) 4C-Seq and HiC-Seq to determine the spatial organization of chromosomes. In this review we provide an overview of current genome-wide epigenomic profiling technologies and main technological advances that allowed miniaturization of these assays down to single-cell level. For each of these technologies we evaluate their application for future biomarker discovery. We will focus on (i) compatibility of these technologies with methods used for clinical sample preservation, including methods used by biobanks that store large numbers of patient samples, and (ii) automation of these technologies for robust sample preparation and increased throughput.
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Affiliation(s)
- René A M Dirks
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Radboud University, 6500HB Nijmegen, The Netherlands
| | - Hendrik G Stunnenberg
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Radboud University, 6500HB Nijmegen, The Netherlands
| | - Hendrik Marks
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Radboud University, 6500HB Nijmegen, The Netherlands
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30
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Sharma P, Bhunia S, Poojary SS, Tekcham DS, Barbhuiya MA, Gupta S, Shrivastav BR, Tiwari PK. Global methylation profiling to identify epigenetic signature of gallbladder cancer and gallstone disease. Tumour Biol 2016; 37:14687-14699. [DOI: 10.1007/s13277-016-5355-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2016] [Accepted: 09/07/2016] [Indexed: 12/21/2022] Open
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31
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Lam K, Pan K, Linnekamp JF, Medema JP, Kandimalla R. DNA methylation based biomarkers in colorectal cancer: A systematic review. Biochim Biophys Acta Rev Cancer 2016; 1866:106-20. [PMID: 27385266 DOI: 10.1016/j.bbcan.2016.07.001] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Revised: 06/30/2016] [Accepted: 07/01/2016] [Indexed: 12/11/2022]
Abstract
Since genetic and epigenetic alterations influence the development of colorectal cancer (CRC), huge potential lies in the use of DNA methylation as biomarkers to improve the current diagnosis, screening, prognosis and treatment prediction. Here we performed a systematic review on DNA methylation-based biomarkers published in CRC, and discussed the current state of findings and future challenges. Based on the findings, we then provide a perspective on future studies. Genome-wide studies on DNA methylation revealed novel biomarkers as well as distinct subgroups that exist in CRC. For diagnostic purposes, the most independently validated genes to study further are VIM, SEPT9, ITGA4, OSM4, GATA4 and NDRG4. These hypermethylated biomarkers can even be combined with LINE1 hypomethylation and the performance of markers should be examined in comparison to FIT further to find sensitive combinations. In terms of prognostic markers, myopodin, KISS1, TMEFF2, HLTF, hMLH1, APAF1, BCL2 and p53 are independently validated. Most prognostic markers published lack both a multivariate analysis in comparison to clinical risk factors and the appropriate patient group who will benefit by adjuvant chemotherapy. Methylation of IGFBP3, mir148a and PTEN are found to be predictive markers for 5-FU and EGFR therapy respectively. For therapy prediction, more studies should focus on finding markers for chemotherapeutic drugs as majority of the patients would benefit. Translation of these biomarkers into clinical utility would require large-scale prospective cohorts and randomized clinical trials in future. Based on these findings and consideration we propose an avenue to introduce methylation markers into clinical practice in near future. For future studies, multi-omics profiling on matched tissue and non-invasive cohorts along with matched cohorts of adenoma to carcinoma is indispensable to concurrently stratify CRC and find novel, robust biomarkers. Moreover, future studies should examine the timing and heterogeneity of methylation as well as the difference in methylation levels between epithelial and stromal tissues.
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Affiliation(s)
- Kevin Lam
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Kathy Pan
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Janneke Fiona Linnekamp
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Jan Paul Medema
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Raju Kandimalla
- Laboratory for Experimental Oncology and Radiobiology (LEXOR), Center for Experimental Molecular Medicine (CEMM), Academic Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands.
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32
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Fries GR, Li Q, McAlpin B, Rein T, Walss-Bass C, Soares JC, Quevedo J. The role of DNA methylation in the pathophysiology and treatment of bipolar disorder. Neurosci Biobehav Rev 2016; 68:474-488. [PMID: 27328785 DOI: 10.1016/j.neubiorev.2016.06.010] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Revised: 06/03/2016] [Accepted: 06/12/2016] [Indexed: 12/31/2022]
Abstract
Bipolar disorder (BD) is a multifactorial illness thought to result from an interaction between genetic susceptibility and environmental stimuli. Epigenetic mechanisms, including DNA methylation, can modulate gene expression in response to the environment, and therefore might account for part of the heritability reported for BD. This paper aims to review evidence of the potential role of DNA methylation in the pathophysiology and treatment of BD. In summary, several studies suggest that alterations in DNA methylation may play an important role in the dysregulation of gene expression in BD, and some actually suggest their potential use as biomarkers to improve diagnosis, prognosis, and assessment of response to treatment. This is also supported by reports of alterations in the levels of DNA methyltransferases in patients and in the mechanism of action of classical mood stabilizers. In this sense, targeting specific alterations in DNA methylation represents exciting new treatment possibilities for BD, and the 'plastic' characteristic of DNA methylation accounts for a promising possibility of restoring environment-induced modifications in patients.
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Affiliation(s)
- Gabriel R Fries
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), 1941 East Rd, 77054, Houston, TX, USA.
| | - Qiongzhen Li
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), 1941 East Rd, 77054, Houston, TX, USA
| | - Blake McAlpin
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), 1941 East Rd, 77054, Houston, TX, USA
| | - Theo Rein
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Kraepelinstraße 2-10, 80804, Munich, Germany
| | - Consuelo Walss-Bass
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), 1941 East Rd, 77054, Houston, TX, USA; Neuroscience Graduate Program, The University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX, USA
| | - Jair C Soares
- Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA
| | - Joao Quevedo
- Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), 1941 East Rd, 77054, Houston, TX, USA; Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Neuroscience Graduate Program, The University of Texas Graduate School of Biomedical Sciences at Houston, Houston, TX, USA; Laboratory of Neurosciences, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
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33
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Kong L, Tan L, Lv R, Shi Z, Xiong L, Wu F, Rabidou K, Smith M, He C, Zhang L, Qian Y, Ma D, Lan F, Shi Y, Shi YG. A primary role of TET proteins in establishment and maintenance of De Novo bivalency at CpG islands. Nucleic Acids Res 2016; 44:8682-8692. [PMID: 27288448 PMCID: PMC5062965 DOI: 10.1093/nar/gkw529] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2015] [Accepted: 06/01/2016] [Indexed: 12/15/2022] Open
Abstract
Ten Eleven Translocation (TET) protein-catalyzed 5mC oxidation not only creates novel DNA modifications, such as 5hmC, but also initiates active or passive DNA demethylation. TETs’ role in the crosstalk with specific histone modifications, however, is largely elusive. Here, we show that TET2-mediated DNA demethylation plays a primary role in the de novo establishment and maintenance of H3K4me3/H3K27me3 bivalent domains underlying methylated DNA CpG islands (CGIs). Overexpression of wild type (WT), but not catalytic inactive mutant (Mut), TET2 in low-TET-expressing cells results in an increase in the level of 5hmC with accompanying DNA demethylation at a subset of CGIs. Most importantly, this alteration is sufficient in making de novo bivalent domains at these loci. Genome-wide analysis reveals that these de novo synthesized bivalent domains are largely associated with a subset of essential developmental gene promoters, which are located within CGIs and are previously silenced due to DNA methylation. On the other hand, deletion of Tet1 and Tet2 in mouse embryonic stem (ES) cells results in an apparent loss of H3K27me3 at bivalent domains, which are associated with a particular set of key developmental gene promoters. Collectively, this study demonstrates the critical role of TET proteins in regulating the crosstalk between two key epigenetic mechanisms, DNA methylation and histone methylation (H3K4me3 and H3K27me3), particularly at CGIs associated with developmental genes.
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Affiliation(s)
- Lingchun Kong
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Li Tan
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Ruitu Lv
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Zhennan Shi
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Lijun Xiong
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Feizhen Wu
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Kimberlie Rabidou
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Michael Smith
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Celestine He
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Lei Zhang
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Yanyan Qian
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Duan Ma
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Fei Lan
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China
| | - Yang Shi
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China Division of Newborn Medicine, Children's Hospital Boston and Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Yujiang Geno Shi
- Laboratory of Epigenetics, Institutes of Biomedical Sciences, Shanghai Medical College of Fudan University, Shanghai 200032, China Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
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Sugimachi K, Matsumura T, Shimamura T, Hirata H, Uchi R, Ueda M, Sakimura S, Iguchi T, Eguchi H, Masuda T, Morita K, Takenaka K, Maehara Y, Mori M, Mimori K. Aberrant Methylation of FOXE1 Contributes to a Poor Prognosis for Patients with Colorectal Cancer. Ann Surg Oncol 2016; 23:3948-3955. [PMID: 27271927 DOI: 10.1245/s10434-016-5289-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Indexed: 12/27/2022]
Abstract
BACKGROUND Hypermethylation of DNA silences gene expression and is an important event in colorectal cancer (CRC). This study aimed to identify aberrantly methylated genes that contribute to a poor prognosis for patients with CRC. METHODS The study comprehensively explored DNA methylation microarray profiles from 396 CRC samples and 45 normal control samples in a database and selected aberrantly methylated transcription factors associated with prognosis and metastasis. Using quantitative reverse transcription polymerase chain reaction, the identified genes in 140 patients with CRC were validated to assess the relationship between expression of methylated genes and prognosis. RESULTS In the study, FOXE1 was newly identified as a gene associated with prognosis and metastasis in CRC. Expression of FOXE1 in CRC tissues was significantly lower than in normal colorectal tissues (p = 0.01). The survival rate for the patients with low expression of FOXE1 was significantly lower than that for patients with high expression of FOXE1 in uni- and multivariate analyses. Inhibition of DNA methylation recovered FOXE1 expression in CRC cells. CONCLUSIONS Methylation-mediated silencing of FOXE1 expression was shown to be a potential prognostic factor in CRC.
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Affiliation(s)
- Keishi Sugimachi
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan.,Department of Surgery, Fukuoka City Hospital, Fukuoka, Japan
| | - Tae Matsumura
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan.,Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Teppei Shimamura
- Department of Systems Biology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hidenari Hirata
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan
| | - Ryutaro Uchi
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan
| | - Masami Ueda
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan
| | - Shotaro Sakimura
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan
| | - Tomohiro Iguchi
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan
| | - Hidetoshi Eguchi
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan
| | - Takaaki Masuda
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan
| | - Kazutoyo Morita
- Department of Surgery, Fukuoka City Hospital, Fukuoka, Japan
| | - Kenji Takenaka
- Department of Surgery, Fukuoka City Hospital, Fukuoka, Japan
| | - Yoshihiko Maehara
- Department of Surgery and Science, Kyushu University Graduate School of Medicine, Fukuoka, Japan
| | - Masaki Mori
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Koshi Mimori
- Department of Surgery, Kyushu University Beppu Hospital, Beppu, Japan.
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Immunohistochemical staining for p16 and BRAFV600E is useful to distinguish between sporadic and hereditary (Lynch syndrome-related) microsatellite instable colorectal carcinomas. Virchows Arch 2016; 469:135-44. [PMID: 27220764 DOI: 10.1007/s00428-016-1958-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 05/09/2016] [Accepted: 05/11/2016] [Indexed: 12/14/2022]
Abstract
DNA mismatch repair (MMR) protein analysis by immunohistochemistry (IHC) can identify colorectal cancer (CRC) with microsatellite instability (MSI). As MLH1-deficient CRC can be hereditary or sporadic, markers to distinguish between them are needed. MLH1 promoter methylation assay is the reference method; however, sometimes, it is challenging on formalin-fixed paraffin-embedded tissue samples. We assessed by IHC the expression of BRAFV600E, p16, MGMT, and CDX2 in 55 MLH1-deficient MSI CRC samples (of which 8 had a germline MLH1 mutation) to determine whether this panel differentiates between sporadic and hereditary CRCs. We also analyzed MLH1 promoter methylation by methylation-specific PCR and pyrosequencing and BRAF status by genotyping. None of the hereditary CRCs showed MLH1 methylation, BRAF mutation, BRAFV600E-positive immunostaining, or loss of p16 expression. We detected MLH1 promoter methylation in 67 % and a BRAF mutation in 42 % of CRC, all showing MLH1 promoter methylation. BRAFV600E IHC and BRAF genotyping gave concordant results in all but two samples. Loss of expression of p16 was found in 30 % of CRC with methylation of the MLH1 promoter, but its expression was retained in all non-methylated and part of MLH1-methylated tumors (100 % specificity, 30 % sensitivity). CDX2 and MGMT expression was not associated with MLH1 status. Thus, BRAFV600E and p16 IHC may help in differentiating sporadic from hereditary MLH1-deficient CRC with MSI. Specifically, p16 IHC might be used as a surrogate marker for MLH1 promoter methylation, because all p16-negative CRCs displayed MLH1 methylation, whereas hereditary CRCs were all p16-positive.
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36
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Barnicle A, Seoighe C, Golden A, Greally JM, Egan LJ. Differential DNA methylation patterns of homeobox genes in proximal and distal colon epithelial cells. Physiol Genomics 2016; 48:257-73. [PMID: 26812987 DOI: 10.1152/physiolgenomics.00046.2015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Accepted: 01/13/2016] [Indexed: 12/24/2022] Open
Abstract
Region and cell-type specific differences in the molecular make up of colon epithelial cells have been reported. Those differences may underlie the region-specific characteristics of common colon epithelial diseases such as colorectal cancer and inflammatory bowel disease. DNA methylation is a cell-type specific epigenetic mark, essential for transcriptional regulation, silencing of repetitive DNA and genomic imprinting. Little is known about any region-specific variations in methylation patterns in human colon epithelial cells. Using purified epithelial cells and whole biopsies (n= 19) from human subjects, we generated epigenome-wide DNA methylation data (using the HELP-tagging assay), comparing the methylation signatures of the proximal and distal colon. We identified a total of 125 differentially methylated sites (DMS) mapping to transcription start sites of protein-coding genes, most notably several members of the homeobox (HOX) family of genes. Patterns of differential methylation were validated with MassArray EpiTYPER. We also examined DNA methylation in whole biopsies, applying a computational technique to deconvolve variation in methylation within cell types and variation in cell-type composition across biopsies. Including inferred epithelial proportions as a covariate in differential methylation analysis applied to the whole biopsies resulted in greater overlap with the results obtained from purified epithelial cells compared with when the covariate was not included. Results obtained from both approaches highlight region-specific methylation patterns of HOX genes in colonic epithelium. Regional variation in methylation patterns has implications for the study of diseases that exhibit regional expression patterns in the human colon, such as inflammatory bowel disease and colorectal cancer.
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Affiliation(s)
- Alan Barnicle
- Clinical Pharmacology, School of Medicine, National University of Ireland, Galway, Ireland; School of Mathematics, Statistics and Applied Mathematics, National University of Ireland, Galway, Ireland; and
| | - Cathal Seoighe
- School of Mathematics, Statistics and Applied Mathematics, National University of Ireland, Galway, Ireland; and
| | - Aaron Golden
- Center of Epigenomics and Department of Genetics (Division of Computational Genetics), Albert Einstein College of Medicine, Bronx, New York
| | - John M Greally
- Center of Epigenomics and Department of Genetics (Division of Computational Genetics), Albert Einstein College of Medicine, Bronx, New York
| | - Laurence J Egan
- Clinical Pharmacology, School of Medicine, National University of Ireland, Galway, Ireland;
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37
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Embryonic transcription is controlled by maternally defined chromatin state. Nat Commun 2015; 6:10148. [PMID: 26679111 PMCID: PMC4703837 DOI: 10.1038/ncomms10148] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Accepted: 11/10/2015] [Indexed: 12/02/2022] Open
Abstract
Histone-modifying enzymes are required for cell identity and lineage commitment, however little is known about the regulatory origins of the epigenome during embryonic development. Here we generate a comprehensive set of epigenome reference maps, which we use to determine the extent to which maternal factors shape chromatin state in Xenopus embryos. Using α-amanitin to inhibit zygotic transcription, we find that the majority of H3K4me3- and H3K27me3-enriched regions form a maternally defined epigenetic regulatory space with an underlying logic of hypomethylated islands. This maternal regulatory space extends to a substantial proportion of neurula stage-activated promoters. In contrast, p300 recruitment to distal regulatory regions requires embryonic transcription at most loci. The results show that H3K4me3 and H3K27me3 are part of a regulatory space that exerts an extended maternal control well into post-gastrulation development, and highlight the combinatorial action of maternal and zygotic factors through proximal and distal regulatory sequences. Histone modifying enzymes are required for cell differentiation and lineage commitment during embryonic development. By a comprehensive set of epigenome reference maps of Xenopus embryos, the authors show that H3K4me3 and H3K27me3 exert an extended maternal control well into post-gastrulation development.
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38
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Zhao H, Xu J, Pang L, Zhang Y, Fan H, Liu L, Liu T, Yu F, Zhang G, Lan Y, Bai J, Li X, Xiao Y. Genome-wide DNA methylome reveals the dysfunction of intronic microRNAs in major psychosis. BMC Med Genomics 2015; 8:62. [PMID: 26462620 PMCID: PMC4604612 DOI: 10.1186/s12920-015-0139-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 09/25/2015] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND DNA methylation is thought to be extensively involved in the pathogenesis of many diseases, including major psychosis. However, most studies focus on DNA methylation alteration at promoters of protein-coding genes, despite the poor correlation between DNA methylation and gene expression. METHODS We analyzed differentially methylated regions and differentially expressed genes in patients with schizophrenia and bipolar disorder and normal subjects. Gene expression and DNA methylation were analyzed with RNA-seq and MeDIP-seq of post-mortem brain tissue (brain region BA9) cohort in five schizophrenia, seven bipolar disorder cases and six controls, respectively. RESULTS Here, we performed a large-scale integrative analysis using MeDIP-seq, coupled with RNA-seq, on brain samples from major psychotic and normal subjects and observed obvious discrepancy between DNA methylation and gene expression. We found that differentially methylated regions (DMRs) were distributed across different types of genomic elements, especially introns. These intronic DMRs were significantly enriched for diverse regulatory elements, such as enhancers and binding sites of certain transcriptional factors (e.g., Pol3). Notably, we found that parts of intronic DMRs overlapped with some intragenic miRNAs, such as hsa-mir-7-3. These intronic DMR-related miRNAs were found to target many differentially expressed genes. Moreover, functional analysis demonstrated that differential target genes of intronic DMR-related miRNAs were sufficient to capture many important biological processes in major psychosis, such as neurogenesis, suggesting that miRNAs may function as important linkers mediating the relationships between DNA methylation alteration and gene expression changes. CONCLUSIONS Collectively, our study indicated that DNA methylation alteration could induce expression changes indirectly by affecting miRNAs and the exploration of DMR-related miRNAs and their targets enhanced understanding of the molecular mechanisms underlying major psychosis.
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Affiliation(s)
- Hongying Zhao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Jinyuan Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Lin Pang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Yunpeng Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Huihui Fan
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Ling Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Tingting Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Fulong Yu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Guanxiong Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Yujia Lan
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Jing Bai
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Xia Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Yun Xiao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang, China. .,Key Laboratory of Cardiovascular Medicine Research, Harbin Medical University, Ministry of Education, Harbin, Heilongjiang, China.
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Kisiel JB, Raimondo M, Taylor WR, Yab TC, Mahoney DW, Sun Z, Middha S, Baheti S, Zou H, Smyrk TC, Boardman LA, Petersen GM, Ahlquist DA. New DNA Methylation Markers for Pancreatic Cancer: Discovery, Tissue Validation, and Pilot Testing in Pancreatic Juice. Clin Cancer Res 2015; 21:4473-81. [PMID: 26023084 PMCID: PMC4592385 DOI: 10.1158/1078-0432.ccr-14-2469] [Citation(s) in RCA: 101] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Accepted: 05/12/2015] [Indexed: 12/18/2022]
Abstract
PURPOSE Discriminant markers for pancreatic cancer detection are needed. We sought to identify and validate methylated DNA markers for pancreatic cancer using next-generation sequencing unbiased by known targets. EXPERIMENTAL DESIGN At a referral center, we conducted four sequential case-control studies: discovery, technical validation, biologic validation, and clinical piloting. Candidate markers were identified using variance-inflated logistic regression on reduced-representation bisulfite DNA sequencing results from matched pancreatic cancers, benign pancreas, and normal colon tissues. Markers were validated technically on replicate discovery study DNA and biologically on independent, matched, blinded tissues by methylation-specific PCR. Clinical testing of six methylation candidates and mutant KRAS was performed on secretin-stimulated pancreatic juice samples from 61 patients with pancreatic cancer, 22 with chronic pancreatitis, and 19 with normal pancreas on endoscopic ultrasound. Areas under receiver-operating characteristics curves (AUC) for markers were calculated. RESULTS Sequencing identified >500 differentially hyper-methylated regions. On independent tissues, AUC on 19 selected markers ranged between 0.73 and 0.97. Pancreatic juice AUC values for CD1D, KCNK12, CLEC11A, NDRG4, IKZF1, PKRCB, and KRAS were 0.92*, 0.88, 0.85, 0.85, 0.84, 0.83, and 0.75, respectively, for pancreatic cancer compared with normal pancreas and 0.92*, 0.73, 0.76, 0.85*, 0.73, 0.77, and 0.62 for pancreatic cancer compared with chronic pancreatitis (*, P = 0.001 vs. KRAS). CONCLUSIONS We identified and validated novel DNA methylation markers strongly associated with pancreatic cancer. On pilot testing in pancreatic juice, best markers (especially CD1D) highly discriminated pancreatic cases from controls.
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Affiliation(s)
- John B Kisiel
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
| | - Massimo Raimondo
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, Florida
| | - William R Taylor
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Tracy C Yab
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Douglas W Mahoney
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Zhifu Sun
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Sumit Middha
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Saurabh Baheti
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Hongzhi Zou
- Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota
| | | | - Lisa A Boardman
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | | | - David A Ahlquist
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
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40
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Merry CR, Forrest ME, Sabers JN, Beard L, Gao XH, Hatzoglou M, Jackson MW, Wang Z, Markowitz SD, Khalil AM. DNMT1-associated long non-coding RNAs regulate global gene expression and DNA methylation in colon cancer. Hum Mol Genet 2015; 24:6240-53. [PMID: 26307088 DOI: 10.1093/hmg/ddv343] [Citation(s) in RCA: 129] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 08/17/2015] [Indexed: 12/14/2022] Open
Abstract
The cancer epigenome exhibits global loss of DNA methylation, which contributes to genomic instability and aberrant gene expression by mechanisms that are yet to be fully elucidated. We previously discovered over 3300 long non-coding (lnc)RNAs in human cells and demonstrated that specific lncRNAs regulate gene expression via interactions with chromatin-modifying complexes. Here, we tested whether lncRNAs could also associate with DNA methyltransferases to regulate DNA methylation and gene expression. Using RIP-seq, we identified a subset of lncRNAs that interact with the DNA methyltransferase DNMT1 in a colon cancer cell line, HCT116. One lncRNA, TCONS_00023265, which we named DACOR1 (DNMT1-associated Colon Cancer Repressed lncRNA 1), shows high, tissue-specific expression in the normal colon (including colon crypts) but was repressed in a panel of colon tumors and patient-derived colon cancer cell lines. We identified the genomic occupancy sites of DACOR1, which we found to significantly overlap with known differentially methylated regions (DMRs) in colon tumors. Induction of DACOR1 in colon cancer cell lines significantly reduced their ability to form colonies in vitro, suggesting a growth suppressor function. Consistent with the observed phenotype, induction of DACOR1 led to the activation of tumor-suppressor pathways and attenuation of cancer-associated metabolic pathways. Notably, DACOR1 induction resulted in down-regulation of Cystathionine β-synthase, which is known to lead to increased levels of S-adenosyl methionine-the key methyl donor for DNA methylation. Collectively, our results demonstrate that deregulation of DNMT1-associated lncRNAs contributes to aberrant DNA methylation and gene expression during colon tumorigenesis.
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Affiliation(s)
- Callie R Merry
- Department of Genetics and Genome Sciences, Department of Biochemistry
| | | | | | | | | | | | - Mark W Jackson
- Case Comprehensive Cancer Center and Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Zhenghe Wang
- Department of Genetics and Genome Sciences, Case Comprehensive Cancer Center and
| | - Sanford D Markowitz
- Department of Genetics and Genome Sciences, Case Comprehensive Cancer Center and
| | - Ahmad M Khalil
- Department of Genetics and Genome Sciences, Department of Biochemistry, Case Comprehensive Cancer Center and
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41
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Maurano MT, Wang H, John S, Shafer A, Canfield T, Lee K, Stamatoyannopoulos JA. Role of DNA Methylation in Modulating Transcription Factor Occupancy. Cell Rep 2015; 12:1184-95. [PMID: 26257180 DOI: 10.1016/j.celrep.2015.07.024] [Citation(s) in RCA: 199] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Revised: 06/14/2015] [Accepted: 07/10/2015] [Indexed: 02/07/2023] Open
Abstract
Although DNA methylation is commonly invoked as a mechanism for transcriptional repression, the extent to which it actively silences transcription factor (TF) occupancy sites in vivo is unknown. To study the role of DNA methylation in the active modulation of TF binding, we quantified the effect of DNA methylation depletion on the genomic occupancy patterns of CTCF, an abundant TF with known methylation sensitivity that is capable of autonomous binding to its target sites in chromatin. Here, we show that the vast majority (>98.5%) of the tens of thousands of unoccupied, methylated CTCF recognition sequences remain unbound upon abrogation of DNA methylation. The small fraction of sites that show methylation-dependent binding in vivo are in turn characterized by highly variable CTCF occupancy across cell types. Our results suggest that DNA methylation is not a primary groundskeeper of genomic TF landscapes, but rather a specialized mechanism for stabilizing intrinsically labile sites.
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Affiliation(s)
- Matthew T Maurano
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA.
| | - Hao Wang
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Sam John
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Anthony Shafer
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Theresa Canfield
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Kristen Lee
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - John A Stamatoyannopoulos
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA; Division of Oncology, Department of Medicine, University of Washington, Seattle, WA 98195, USA.
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42
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Fan H, Zhao H, Pang L, Liu L, Zhang G, Yu F, Liu T, Xu C, Xiao Y, Li X. Systematically Prioritizing Functional Differentially Methylated Regions (fDMRs) by Integrating Multi-omics Data in Colorectal Cancer. Sci Rep 2015; 5:12789. [PMID: 26239918 PMCID: PMC4523937 DOI: 10.1038/srep12789] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Accepted: 07/08/2015] [Indexed: 01/06/2023] Open
Abstract
While genome-wide differential DNA methylation regions (DMRs) have been extensively identified, the comprehensive prioritization of their functional importance is still poorly explored. Here, we aggregated multiple data resources rooted in the genome, epigenome and transcriptome to systematically prioritize functional DMRs (fDMRs) in colorectal cancer (CRC). As demonstrated, the top-ranked fDMRs from all of the data resources showed a strong enrichment for known methylated genes. Additionally, we analyzed those top 5% DMR-coupled coding genes using functional enrichment, which resulted in significant disease-related biological functions in contrast to the tail 5% genes. To further confirm the functional importance of the top-ranked fDMRs, we applied chromatin modification alterations of CRC cell lines to characterize their functional regulation. Specifically, we extended the utility of the top-ranked DMR-coupled genes to serve as classification and survival biomarkers, which showed a robust performance across diverse independent data sets. Collectively, our results established an integrative framework to prioritize fDMRs, which could help characterize aberrant DNA methylation-induced potential mechanisms underlying tumorigenesis and uncover epigenome-based biomarkers for clinical diagnosis and prognosis.
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Affiliation(s)
- Huihui Fan
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Hongying Zhao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Lin Pang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Ling Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Guanxiong Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Fulong Yu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Tingting Liu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Chaohan Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Yun Xiao
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
| | - Xia Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang 150086, China
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Liao Q, He W, Liu J, Cen Y, Luo L, Yu C, Li Y, Chen S, Duan S. Identification and functional annotation of lncRNA genes with hypermethylation in colorectal cancer. Gene 2015; 572:259-65. [PMID: 26172871 DOI: 10.1016/j.gene.2015.07.028] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Revised: 05/28/2015] [Accepted: 07/08/2015] [Indexed: 02/08/2023]
Abstract
Colorectal cancer (CRC) is one of the leading causes of mortality worldwide. DNA methylation is an important epigenetic modification for CRC. Although currently a number of studies about DNA methylation of protein coding genes have been carried out, only a few are about the methylation of genes encoding the long noncoding RNAs (lncRNAs). In this study, we identified 761 lncRNA genes with DNA hypermethylation in CRC using a free MethylCap-seq dataset. Integration of lncRNA expression and methylation datasets showed that the expression of lncRNAs is negatively correlated with DNA methylation (p<0.01). Co-methylation network was also constructed to annotate the functions of unknown lncRNAs. Our results showed that a total of 364 lncRNAs were annotated with at least one GO biological process term. The current data-mining work is likely to provide informative clues for biological researchers to further understand the role of lncRNAs in the development of CRC.
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Affiliation(s)
- Qi Liao
- Department of Prevention Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Weiling He
- Gastrointestinal Surgery Center, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong 510080, China
| | - Jianfa Liu
- Department of Prevention Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Yi Cen
- Yinzhou Branch of Ningbo Public Security Bureau, Ningbo, Zhejiang 315100, China
| | - Liang Luo
- Department of Prevention Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Chengliang Yu
- Department of Prevention Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Yang Li
- Department of Prevention Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Sitong Chen
- Department of Prevention Medicine, School of Medicine, Ningbo University, Ningbo, Zhejiang, 315211, China
| | - Shiwei Duan
- Zhejiang Provincial Key Laboratory of Pathophysiology, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China.
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Li P, Hao S, Bi Z, Zhang J, Wu Z, Ren X. Methylation of Werner syndrome protein is associated with the occurrence and development of invasive meningioma via the regulation of Myc and p53 expression. Exp Ther Med 2015; 10:498-502. [PMID: 26622343 DOI: 10.3892/etm.2015.2519] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2014] [Accepted: 05/08/2015] [Indexed: 11/05/2022] Open
Abstract
The aim of the present study was to investigate the positive rate of Werner syndrome protein (WRN) methylation in meningioma patients, and further assess the association between WRN methylation and the occurrence of meningioma. A total of 56 consecutive meningioma patients and 26 healthy individuals were enrolled in the study. A methylation-specific polymerase chain reaction assay was performed to detect the positive rate of WRN methylation in the peripheral blood and tissue samples collected from the recruited subjects. In addition, western blot analysis was performed to determine the protein expression levels of WRN, Myc and p53 in the peripheral blood and tissue samples. The positive rate of WRN methylation in the peripheral blood of the meningioma group was increased when compared with the control group (P<0.05). In addition, the protein expression levels of WRN were significantly decreased in the peripheral blood and tissue samples collected from the individuals with a positive WRN methylation status (P<0.05), as compared with the samples without WRN methylation. Furthermore, the protein expression levels of Myc and p53 were increased in the peripheral blood and tissue samples that exhibited positive WRN methylation when compared with those without WRN methylation (P<0.05). Therefore, WRN methylation was demonstrated to be associated with the occurrence and development of invasive meningioma, possibly through the regulation of Myc and p53 expression.
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Affiliation(s)
- Puxian Li
- Department of Neurosurgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Shuyu Hao
- Department of Neurosurgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Zhiyong Bi
- Department of Neurosurgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Junting Zhang
- Department of Neurosurgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Zhen Wu
- Department of Neurosurgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Xiaohui Ren
- Department of Neurosurgery, Beijing Tian Tan Hospital, Capital Medical University, Beijing 100050, P.R. China
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Abstract
Colorectal cancer is a serious health problem, a challenge for research, and a model for studying the molecular mechanisms involved in its development. According to its incidence, this pathology manifests itself in three forms: family, hereditary, and most commonly sporadic, apparently not associated with any hereditary or familial factor. For the types having inheritance patterns and a family predisposition, the tumours develop through defined stages ranging from adenomatous lesions to the manifestation of a malignant tumour. It has been established that environmental and hereditary factors contribute to the development of colorectal cancer, as indicated by the accumulation of mutations in oncogenes, genes which suppress and repair DNA, signaling the existence of various pathways through which the appearance of tumours may occur. In the case of the suppressive and mutating tracks, these are characterised by genetic disorders related to the phenotypical changes of the morphological progression sequence in the adenoma/carcinoma. Moreover, alternate pathways through mutation in BRAF and KRAS genes are associated with the progression of polyps to cancer. This review surveys the research done at the cellular and molecular level aimed at finding specific alternative therapeutic targets for fighting colorectal cancer.
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Affiliation(s)
- Francisco Arvelo
- Centre for Biosciences, Institute for Advanced Studies Foundation-IDEA, Caracas 1015-A, Apartado 17606, Venezuela ; Laboratory for Tissue Culture and Tumour Biology, Institute of Experimental Biology, Central University of Venezuela, Apartado 47114, Caracas, Venezuela
| | - Felipe Sojo
- Centre for Biosciences, Institute for Advanced Studies Foundation-IDEA, Caracas 1015-A, Apartado 17606, Venezuela ; Laboratory for Tissue Culture and Tumour Biology, Institute of Experimental Biology, Central University of Venezuela, Apartado 47114, Caracas, Venezuela
| | - Carlos Cotte
- Laboratory for Tissue Culture and Tumour Biology, Institute of Experimental Biology, Central University of Venezuela, Apartado 47114, Caracas, Venezuela
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Marzese DM, Hoon DS. Emerging technologies for studying DNA methylation for the molecular diagnosis of cancer. Expert Rev Mol Diagn 2015; 15:647-64. [PMID: 25797072 DOI: 10.1586/14737159.2015.1027194] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
DNA methylation is an epigenetic mechanism that plays a key role in regulating gene expression and other functions. Although this modification is seen in different sequence contexts, the most frequently detected DNA methylation in mammals involves cytosine-guanine dinucleotides. Pathological alterations in DNA methylation patterns are described in a variety of human diseases, including cancer. Unlike genetic changes, DNA methylation is heavily influenced by subtle modifications in the cellular microenvironment. In all cancers, aberrant DNA methylation is involved in the alteration of a large number of oncological pathways with relevant theranostic utility. Several technologies for DNA methylation mapping have been developed recently and successfully applied in cancer studies. The scope of these technologies varies from assessing a single cytosine-guanine locus to genome-wide distribution of DNA methylation. Here, we review the strengths and weaknesses of these approaches in the context of clinical utility for the molecular diagnosis of human cancers.
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Affiliation(s)
- Diego M Marzese
- Department of Molecular Oncology, Saint John's Health Center, John Wayne Cancer Institute, 2200 Santa Monica Blvd, Santa Monica, CA 90404, USA
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47
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Zhao T, Xu J, Liu L, Bai J, Xu C, Xiao Y, Li X, Zhang L. Identification of cancer-related lncRNAs through integrating genome, regulome and transcriptome features. MOLECULAR BIOSYSTEMS 2014; 11:126-36. [PMID: 25354589 DOI: 10.1039/c4mb00478g] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
LncRNAs have become rising stars in biology and medicine, due to their versatile functions in a wide range of important biological processes and active roles in various human cancers. Here, we developed a computational method based on the naïve Bayesian classifier method to identify cancer-related lncRNAs by integrating genome, regulome and transcriptome data, and identified 707 potential cancer-related lncRNAs. We demonstrated the performance of the method by ten-fold cross-validation, and found that integration of multi-omic data was necessary to identify cancer-related lncRNAs. We identified 707 potential cancer-related lncRNAs and our results showed that these lncRNAs tend to exhibit significant differential expression and differential DNA methylation in multiple cancer types, and prognosis effects in prostate cancer. We also found that these lncRNAs were more likely to be direct targets of TP53 family members than others. Moreover, based on 147 lncRNA knockdown data in mice, we validated that four of six mouse orthologous lncRNAs were significantly involved in many cancer-related processes, such as cell differentiation and the Wnt signaling pathway. Notably, one lncRNA, lnc-SNURF-1, which was found to be associated with TNF-mediated signaling pathways, was up-regulated in prostate cancer and the protein-coding genes affected by knockdown of the lncRNA were also significantly aberrant in prostate cancer patients, suggesting its probable importance in tumorigenesis. Taken together, our method underlines the power of integrating multi-omic data to uncover cancer-related lncRNAs.
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Affiliation(s)
- Tingting Zhao
- Department of Neurology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, China.
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48
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Abstract
Colorectal cancer (CRC) is one of the major cancers in the world and second death-causing cancer in the US. CRC development involves genetic and epigenetic alterations. Changes in DNA methylation status are believed to be involved at different stages of CRC. Promoter silencing via DNA methylation and hypomethylation of oncogenes alter genes' expression, and can be used as a tool for the early detection of colonic lesions. DNA methylation use as diagnostic and prognostic marker has been described for many cancers including CRC. CpG Islands Methylator Phenotype (CIMP) is one of the underlying CRC mechanisms. This review aims to define methylation signatures in CRC. The analysis of DNA methylation profile in combination with the pathological diagnosis would be useful in predicting CRC tumors' evolution and their prognostic behavior.
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Affiliation(s)
- Hassan Ashktorab
- Department of Medicine and Cancer Center, Howard University, College of Medicine; Washington DC
| | - Hassan Brim
- Department of Pathology, Howard University, College of Medicine; Washington DC
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Vaiopoulos AG, Athanasoula KC, Papavassiliou AG. Epigenetic modifications in colorectal cancer: Molecular insights and therapeutic challenges. Biochim Biophys Acta Mol Basis Dis 2014; 1842:971-980. [DOI: 10.1016/j.bbadis.2014.02.006] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Revised: 02/12/2014] [Accepted: 02/15/2014] [Indexed: 12/11/2022]
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Chai XK, Ju HY, Bai WY. Relationship between methylation of tumor suppressor genes and colorectal cancer. Shijie Huaren Xiaohua Zazhi 2014; 22:1087-1092. [DOI: 10.11569/wcjd.v22.i8.1087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancer is ranked third both in incidence and mortality rate among malignant tumor diseases worldwide, posing a serious threat to human health. The improvement of people's living standards and changes in dietary habits and structure have led to a rapid increase in the incidence and mortality rate of colorectal cancer. The methylation of tumor suppressor genes (TSGs) participates in the genesis and progression of colorectal cancer and has become a hotspot in colorectal cancer research in recent years. Elucidation of the clinical significance of methylation of TSG can be helpful in the early screening and diagnosis, recurrence and metastasis monitoring, effective treatment, and evaluation of prognosis of this malignancy. This article reviews the recent progress in understanding the relationship between TSG methylation and colorectal cancer.
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