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Pilozzi E, Maresca C, Duranti E, Giustiniani MC, Catalanotto C, Lucarelli M, Cogoni C, Ferri M, Ruco L, Zardo G. Left-sided early-onset vs late-onset colorectal carcinoma: histologic, clinical, and molecular differences. Am J Clin Pathol 2015; 143:374-84. [PMID: 25696795 DOI: 10.1309/ajcpnoc55iolxfud] [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] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES Carcinomas of the left colon represent a neoplasm of older patients (late onset), but epidemiologic evidence has been showing an increasing incidence in patients 50 years or younger (early onset). In this study, we investigate pathologic and molecular features of early- and late-onset carcinoma of the left colon. METHODS We selected 22 patients 50 years or younger and 21 patients 70 years or older with left-sided colorectal carcinoma (CRC). All samples were evaluated for pathologic features, microsatellite instability, and KRAS and BRAF mutations. Moreover, both groups were analyzed to identify CpG island methylator phenotype features and assessed with restriction landmark genome scanning (RLGS) to unveil differential DNA methylation patterns. RESULTS Early-onset patients had advanced pathologic stages compared with late-onset patients (P = .0482). All cases showed a microsatellite stable profile and BRAF wild-type sequence. Early-onset patients (43%) more frequently had mutations at KRAS codon 12 compared with late-onset patients (14%) (P =.0413). RLGS showed that patients younger than 50 years who had CRC had a significantly lower percentage of methylated loci than did patients 70 years or older (P = .04124), and differential methylation of several genomic loci was observed in the two groups. CONCLUSIONS Our results suggest that left-sided CRCs may present differential patterns of aberrant DNA methylation when they are separated by age.
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Affiliation(s)
- Emanuela Pilozzi
- Department of Clinical and Molecular Medicine, Sant’Andrea Hospital, University of Rome “La Sapienza,” Rome, Italy
| | - Carmen Maresca
- Department of Cellular Biotechnologies and Hematology, University of Rome “La Sapienza”, Rome, Italy
| | - Enrico Duranti
- Department of Clinical and Molecular Medicine, Sant’Andrea Hospital, University of Rome “La Sapienza,” Rome, Italy
| | | | - Caterina Catalanotto
- Department of Cellular Biotechnologies and Hematology, University of Rome “La Sapienza”, Rome, Italy
| | - Marco Lucarelli
- Department of Cellular Biotechnologies and Hematology, University of Rome “La Sapienza”, Rome, Italy
| | - Carlo Cogoni
- Department of Cellular Biotechnologies and Hematology, University of Rome “La Sapienza”, Rome, Italy
| | - Mario Ferri
- Department of Medical-Surgical Sciences and Translation Medicine, Sant’Andrea Hospital, University of Rome “La Sapienza,” Rome, Italy
| | - Luigi Ruco
- Department of Clinical and Molecular Medicine, Sant’Andrea Hospital, University of Rome “La Sapienza,” Rome, Italy
| | - Giuseppe Zardo
- Department of Cellular Biotechnologies and Hematology, University of Rome “La Sapienza”, Rome, Italy
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Song S, Walter V, Karaca M, Li Y, Bartlett CS, Smiraglia DJ, Serber D, Sproul CD, Plass C, Zhang J, Hayes DN, Zheng Y, Weissman BE. Gene silencing associated with SWI/SNF complex loss during NSCLC development. Mol Cancer Res 2014; 12:560-70. [PMID: 24445599 DOI: 10.1158/1541-7786.mcr-13-0427] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
UNLABELLED The SWI/SNF chromatin-remodeling complex regulates gene expression and alters chromatin structures in an ATP-dependent manner. Recent sequencing efforts have shown mutations in BRG1 (SMARCA4), one of two mutually exclusive ATPase subunits in the complex, in a significant number of human lung tumor cell lines and primary non-small cell lung carcinoma (NSCLC) clinical specimens. To determine how BRG1 loss fuels tumor progression in NSCLC, molecular profiling was performed after restoration of BRG1 expression or treatment with a histone deacetylase inhibitor or a DNA methyltransferase (DNMT) inhibitor in a BRG1-deficient NSCLC cells. Importantly, validation studies from multiple cell lines revealed that BRG1 reexpression led to substantial changes in the expression of CDH1, CDH3, EHF, and RRAD that commonly undergo silencing by other epigenetic mechanisms during NSCLC development. Furthermore, treatment with DNMT inhibitors did not restore expression of these transcripts, indicating that this common mechanism of gene silencing did not account for their loss of expression. Collectively, BRG1 loss is an important mechanism for the epigenetic silencing of target genes during NSCLC development. IMPLICATIONS Inactivation of the SWI/SNF complex provides a novel mechanism to induce gene silencing during NSCLC development.
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Affiliation(s)
- Shujie Song
- Lineberger Cancer Center, Room 32-048, University of North Carolina, Chapel Hill, NC 27599-7295.
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3
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Park JY, Kim D, Yang M, Park HY, Lee SH, Rincon M, Kreahling J, Plass C, Smiraglia DJ, Tockman MS, Kim SJ. Gene silencing of SLC5A8 identified by genome-wide methylation profiling in lung cancer. Lung Cancer 2012; 79:198-204. [PMID: 23273563 DOI: 10.1016/j.lungcan.2012.11.019] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2012] [Revised: 11/21/2012] [Accepted: 11/22/2012] [Indexed: 01/29/2023]
Abstract
BACKGROUND Aberrant DNA hypermethylation has been implicated as a component of an epigenetic mechanism that silences genes in cancers. METHODS We performed a genome-wide search to identify differentially methylated loci between 26 tumor and adjacent non-tumor paired tissues from same lung cancer patients using restriction landmark genomic scanning (RLGS) analysis. Among 229 loci which were hypermethylated in lung tumors as compared to adjacent non-tumor tissues, solute carrier family 5, member 8 (SLC5A8) was one of the hypermethylated genes, and known as a tumor suppressor gene which is silenced by epigenetic changes in various tumors. We investigated the significance of DNA methylation in SLC5A8 expression in lung cancer cell lines, and 23 paired tumor and adjacent non-tumor lung tissues by reverse transcription-PCR (RT-PCR), quantitative methylation specific PCR (QMSP) and bisulfite modified DNA sequencing analyses. RESULTS Reduced or lost expression of SLC5A8 was observed in 39.1% (9/23) of the tumor tissues as compared with paired adjacent non-tumor tissues. Bisulfite sequencing results of lung cancer cell lines and tissues which did not express SLC5A8 showed a densely methylated promoter region of SLC5A8. SLC5A8 was reactivated by treatment with DNA methyltransferase inhibitor, 5-Aza and/or HDAC inhibitor, trichostatin A (TSA) in lung cancer cell lines, which did not express SLC5A8. Hypermethylation was detected at the promoter region of SLC5A8 in primary lung tumor tissues as compared with adjacent non-tumor tissues (14/23, 60.9%). CONCLUSION These results suggest that DNA methylation in the SLC5A8 promoter region may suppress the expression of SLC5A8 in lung tumor.
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Affiliation(s)
- Jong Y Park
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, United States
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4
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Abstract
Glioblastoma, medulloblastoma, and ependymoma represent molecularly and clinically diverse forms of adult and pediatric brain tumors. While each tumor displays genetic, transcriptional, and cytogenetic heterogeneity, the epigenome of these tumors has only recently emerged as a major field of interest. Here, we describe advances in our understanding of the epigenetics of brain tumors, focusing on DNA methylation, histone modifications, and microRNA deregulation which contribute to the pathogenesis of these diseases.
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5
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Ghosh S, Yates AJ, Frühwald MC, Miecznikowski JC, Plass C, Smiraglia D. Tissue specific DNA methylation of CpG islands in normal human adult somatic tissues distinguishes neural from non-neural tissues. Epigenetics 2010; 5:527-38. [PMID: 20505344 DOI: 10.4161/epi.5.6.12228] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Although most CpG islands are generally thought to remain unmethylated in all adult somatic tissues, recent genome-wide approaches have found that some CpG islands have distinct methylation patterns in various tissues, with most differences being seen between germ cells and somatic tissues. Few studies have addressed this among human somatic tissues and fewer still have studied the same sets of tissues from multiple individuals. In the current study, we used Restriction Landmark Genomic Scanning to study tissue specific methylation patterns in a set of twelve human tissues collected from multiple individuals. We identified 34 differentially methylated CpG islands among these tissues, many of which showed consistent patterns in multiple individuals. Of particular interest were striking differences in CpG island methylation, not only among brain regions, but also between white and grey matter of the same region. These findings were confirmed for selected loci by quantitative bisulfite sequencing. Cluster analysis of the RLGS data indicated that several tissues clustered together, but the strongest clustering was in brain. Tissues from different brain regions clustered together, and, as a group, brain tissues were distinct from either mesoderm or endoderm derived tissues which demonstrated limited clustering. These data demonstrate consistent tissue specific methylation for certain CpG islands, with clear differences between white and grey matter of the brain. Furthermore, there was an overall pattern of tissue specifically methylated CpG islands that distinguished neural tissues from non-neural.
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Affiliation(s)
- Srimoyee Ghosh
- Department of Cancer Genetics, Roswell Park Cancer Institute, Buffalo, NY, USA
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6
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Chan D, Cushnie DW, Neaga OR, Lawrance AK, Rozen R, Trasler JM. Strain-specific defects in testicular development and sperm epigenetic patterns in 5,10-methylenetetrahydrofolate reductase-deficient mice. Endocrinology 2010; 151:3363-73. [PMID: 20444942 DOI: 10.1210/en.2009-1340] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Methylenetetrahydrofolate reductase (MTHFR) is a crucial folate pathway enzyme that contributes to the maintenance of cellular pools of S-adenosylmethionine, the universal methyl donor for several reactions including DNA methylation. Whereas Mthfr(-/-) BALB/c mice show growth retardation, developmental delay, and spermatogenic defects and infertility, C57BL/6 mice appear to have a less severe phenotype. In the present study, we investigated the effects of MTHFR deficiency on early germ cell development in both strains and assessed whether MTHFR deficiency results in DNA methylation abnormalities in sperm. The reproductive phenotype associated with MTHFR deficiency differed strikingly between the two strains, with BALB/c mice showing an early postnatal loss of germ cell number and proliferation that was not evident in the C57BL/6 mice. As a result, the BALB/c MTHFR-deficient mice were infertile, whereas the C57BL/6 mice had decreased sperm numbers and altered testicular histology but showed normal fertility. Imprinted genes and sequences that normally become methylated during spermatogenesis were unaffected by MTHFR deficiency in C57BL/6 mice. In contrast, a genome-wide restriction landmark genomic scanning approach revealed a number of sites of hypo- and hypermethylation in the sperm of this mouse strain. These results showing strain-specific defects in MTHFR-deficient mice may help to explain population differences in infertility among men with common MTHFR polymorphisms.
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Affiliation(s)
- Donovan Chan
- Montréal Children's Hospital Research Institute, 2300 Tupper Street, Montréal, Québec, Canada H3H 1P3
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7
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Bistulfi G, Vandette E, Matsui SI, Smiraglia DJ. Mild folate deficiency induces genetic and epigenetic instability and phenotype changes in prostate cancer cells. BMC Biol 2010; 8:6. [PMID: 20092614 PMCID: PMC2845099 DOI: 10.1186/1741-7007-8-6] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2009] [Accepted: 01/21/2010] [Indexed: 01/02/2023] Open
Abstract
Background Folate (vitamin B9) is essential for cellular proliferation as it is involved in the biosynthesis of deoxythymidine monophosphate (dTMP) and s-adenosylmethionine (AdoMet). The link between folate depletion and the genesis and progression of cancers of epithelial origin is of high clinical relevance, but still unclear. We recently demonstrated that sensitivity to low folate availability is affected by the rate of polyamine biosynthesis, which is prominent in prostate cells. We, therefore, hypothesized that prostate cells might be highly susceptible to genetic, epigenetic and phenotypic changes consequent to folate restriction. Results We studied the consequences of long-term, mild folate depletion in a model comprised of three syngenic cell lines derived from the transgenic adenoma of the mouse prostate (TRAMP) model, recapitulating different stages of prostate cancer; benign, transformed and metastatic. High-performance liquid chromatography analysis demonstrated that mild folate depletion (100 nM) sufficed to induce imbalance in both the nucleotide and AdoMet pools in all prostate cell lines. Random oligonucleotide-primed synthesis (ROPS) revealed a significant increase in uracil misincorporation and DNA single strand breaks, while spectral karyotype analysis (SKY) identified five novel chromosomal rearrangements in cells grown with mild folate depletion. Using global approaches, we identified an increase in CpG island and histone methylation upon folate depletion despite unchanged levels of total 5-methylcytosine, indicating a broad effect of folate depletion on epigenetic regulation. These genomic changes coincided with phenotype changes in the prostate cells including increased anchorage-independent growth and reduced sensitivity to folate depletion. Conclusions This study demonstrates that prostate cells are highly susceptible to genetic and epigenetic changes consequent to mild folate depletion as compared to cells grown with supraphysiological amounts of folate (2 μM) routinely used in tissue culture. In addition, we elucidate for the first time the contribution of these aspects to consequent phenotype changes in epithelial cells. These results provide a strong rationale for studying the effects of folate manipulation on the prostate in vivo, where cells might be more sensitive to changes in folate status resulting from folate supplementation or antifolate therapeutic approaches.
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Affiliation(s)
- Gaia Bistulfi
- Department of Cancer Genetics, Roswell Park Cancer Institute, Elm & Carlton Streets, BLSC L3-314, Buffalo, NY 14263, USA.
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8
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Costello JF, Hong C, Plass C, Smiraglia DJ. Restriction landmark genomic scanning: analysis of CpG islands in genomes by 2D gel electrophoresis. Methods Mol Biol 2009; 507:131-48. [PMID: 18987812 DOI: 10.1007/978-1-59745-522-0_11] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Restriction landmark genomic scanning (RLGS) is a method that provides a quantitative genetic and epigenetic (cytosine methylation) assessment of thousands of CpG islands in a single gel without prior knowledge of gene sequence. The method is based on two-dimensional separation of radiolabeled genomic DNA into nearly 2,000 discrete fragments that have a high probability of containing gene sequences. Genomic DNA is digested with an infrequently cutting restriction enzyme, such as NotI or AscI, radiolabeled at the cleaved ends, digested with a second restriction enzyme, and then electrophoresed through a narrow, 60-cm-long agarose tube-shaped gel. The DNA in the tube gel is then digested by a third, more frequently cutting restriction enzyme and electrophoresed, in a direction perpendicular to the first separation, through a 5% nondenaturing polyacrylamide gel, and the gel is autoradiographed. Radiolabeled NotI or AscI sites are frequently used as "landmarks" because NotI or AscI cannot cleave methylated sites and since an estimated 89% and 83% of the recognition sites, respectively, are found within CpG islands. Using a methylation-sensitive enzyme, the technique has been termed RLGS-M. The resulting RLGS profile displays both the copy number and methylation status of the CpG islands. Integrated with high-resolution gene copy-number analyses, RLGS enables one to define genetic or epigenetic alteration in cells. These profiles are highly reproducible and are therefore amenable to inter- and intraindividual DNA sample comparisons. RLGS was the first of many technologies to allow large-scale DNA methylation analysis of CpG islands.
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Affiliation(s)
- Joseph F Costello
- Department of Neurological Surgery, University of California San Francisco Comprehensive Cancer Center, San Francisco, CA, USA
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9
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Abstract
Epigenetic gene regulation of specific genes strongly affects clinical outcome of malignant glioma. MGMT is the best studied gene for the connection of promoter methylation and clinical course in glioblastoma. While MGMT promoter methylation analysis currently does not alter treatment of glioblastoma patients, mainly because of a lack of convincing therapy to radiotherapy and concomitant administration of alkylating drugs, there is increasing interest on the part of patients and physicians in having this molecular parameter assessed. This chapter gives a short overview of the physiological characteristics of the epigenome in normal cells and tissues and the changes in epigenetic gene regulation following malignant transformation. It discusses the technical aspects, advantages, and shortcomings of currently used approaches for single-gene and genome-wide methylation analyses. Finally, an outlook is given on potential therapeutic avenues and targets to overcome tumor-suppressor gene silencing by aberrant promoter methylation in gliomas.
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Affiliation(s)
- Wolf C Mueller
- Department of Neuropathology, Institute of Pathology, Im Neuenheimer Feld 220/221, Heidelberg 69120, Germany.
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10
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Sato K, Fukata H, Kogo Y, Ohgane J, Shiota K, Mori C. Neonatal exposure to diethylstilbestrol alters expression of DNA methyltransferases and methylation of genomic DNA in the mouse uterus. Endocr J 2009; 56:131-9. [PMID: 18997445 DOI: 10.1507/endocrj.k08e-239] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Perinatal exposure to diethylstilbestrol (DES) can have numerous adverse effects on the reproductive organs later in life, such as vaginal clear-cell adenocarcinoma. Epigenetic processes including DNA methylation may be involved in the mechanisms. We subcutaneously injected DES to neonatal C57BL/6 mice. At days 5, 14, and 30, expressions of DNA methyltransferases (Dnmts) Dnmt1, Dnmt3a, and Dnmt3b, and transcription factors Sp1 and Sp3 were examined. We also performed restriction landmark genomic scanning (RLGS) to detect aberrant DNA methylation. Real-time RT-PCR revealed that expressions of Dnmt1, Dnmt3b, and Sp3 were decreased at day 5 in DES-treated mice, and that those of Dnmt1, Dnmt3a, and Sp1 were also decreased at day 14. RLGS analysis revealed that 5 genomic loci were demethylated, and 5 other loci were methylated by DES treatment. Two loci were cloned, and differential DNA methylation was quantified. Our results indicated that DES altered the expression levels of Dnmts and DNA methylation.
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Affiliation(s)
- Koji Sato
- Department of Bioenvironmental Medicine, Graduate School of Medicine, Chiba University, Japan
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11
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Camoriano M, Kinney SRM, Moser MT, Foster BA, Mohler JL, Trump DL, Karpf AR, Smiraglia DJ. Phenotype-specific CpG island methylation events in a murine model of prostate cancer. Cancer Res 2008; 68:4173-82. [PMID: 18519676 DOI: 10.1158/0008-5472.can-07-6715] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Aberrant DNA methylation plays a significant role in nearly all human cancers and may contribute to disease progression to advanced phenotypes. Study of advanced prostate cancer phenotypes in the human disease is hampered by limited availability of tissues. We therefore took advantage of the Transgenic Adenocarcinoma of Mouse Prostate (TRAMP) model to study whether three different phenotypes of TRAMP tumors (PRIM, late-stage primary tumors; AIP, androgen-independent primary tumors; and MET, metastases) displayed specific patterns of CpG island hypermethylation using Restriction Landmark Genomic Scanning. Each tumor phenotype displayed numerous hypermethylation events, with the most homogeneous methylation pattern in AIP and the most heterogeneous pattern in MET. Several loci displayed a phenotype-specific methylation pattern; the most striking pattern being loci methylated at high frequency in PRIM and AIP but rarely in MET. Examination of the mRNA expression of three genes, BC058385, Goosecoid, and Neurexin 2, which exhibited nonpromoter methylation, revealed increased expression associated with downstream methylation. Only methylated samples showed mRNA expression, in which tumor phenotype was a key factor determining the level of expression. The CpG island in the human orthologue of BC058385 was methylated in human AIP but not in primary androgen-stimulated prostate cancer or benign prostate. The clinical data show a proof-of-principle that the TRAMP model can be used to identify targets of aberrant CpG island methylation relevant to human disease. In conclusion, phenotype-specific hypermethylation events were associated with the overexpression of different genes and may provide new markers of prostate tumorigenesis.
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Affiliation(s)
- Marta Camoriano
- Department of Cancer Genetics, Roswell Park Cancer Institute, Buffalo, New York 14263, USA
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12
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Smiraglia DJ, Kulawiec M, Bistulfi GL, Gupta SG, Singh KK. A novel role for mitochondria in regulating epigenetic modification in the nucleus. Cancer Biol Ther 2008; 7:1182-90. [PMID: 18458531 DOI: 10.4161/cbt.7.8.6215] [Citation(s) in RCA: 155] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Epigenetic modification in the nuclear genome plays a key role in human tumorigenesis. In this paper, we investigated whether changes in the mtDNA copy number frequently reported to vary in a number of human tumors induce methylation changes in the nucleus. We utilized the Restriction Landmark Genomic Scanning (RLGS) to identify genes that undergo changes in their methylation status in response to the depletion and repletion of mtDNA. Our study demonstrates that depletion of mtDNA results in significant changes in methylation pattern of a number of genes. Furthermore, our study suggests that methylation changes are reversed by the restoration of mtDNA in cells otherwise lacking the entire mitochondrial genome. These studies provide the first direct evidence that mitochondria regulate epigenetic modification in the nucleus that may contribute to tumorigenesis.
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Affiliation(s)
- Dominic J Smiraglia
- Department of Cancer Genetics, Roswell Park Cancer Institute, Buffalo, New York 14263, USA
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13
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Morey Kinney SR, Smiraglia DJ, James SR, Moser MT, Foster BA, Karpf AR. Stage-specific alterations of DNA methyltransferase expression, DNA hypermethylation, and DNA hypomethylation during prostate cancer progression in the transgenic adenocarcinoma of mouse prostate model. Mol Cancer Res 2008; 6:1365-74. [PMID: 18667590 DOI: 10.1158/1541-7786.mcr-08-0040] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
We analyzed DNA methyltransferase (Dnmt) protein expression and DNA methylation patterns during four progressive stages of prostate cancer in the transgenic adenocarcinoma of mouse prostate (TRAMP) model, including prostatic intraepithelial neoplasia, well-differentiated tumors, early poorly differentiated tumors, and late poorly differentiated tumors. Dnmt1, Dnmt3a, and Dnmt3b protein expression were increased in all stages; however, after normalization to cyclin A to account for cell cycle regulation, Dnmt proteins remained overexpressed in prostatic intraepithelial neoplasia and well-differentiated tumors, but not in poorly differentiated tumors. Restriction landmark genomic scanning analysis of locus-specific methylation revealed a high incidence of hypermethylation only in poorly differentiated (early and late) tumors. Several genes identified by restriction landmark genomic scanning showed hypermethylation of downstream regions correlating with mRNA overexpression, including p16INK4a, p19ARF, and Cacna1a. Parallel gene expression and DNA methylation analyses suggests that gene overexpression precedes downstream hypermethylation during prostate tumor progression. In contrast to gene hypermethylation, genomic DNA hypomethylation, including hypomethylation of repetitive elements and loss of genomic 5-methyldeoxycytidine, occurred in both early and late stages of prostate cancer. DNA hypermethylation and DNA hypomethylation did not correlate in TRAMP, and Dnmt protein expression did not correlate with either variable, with the exception of a borderline significant association between Dnmt1 expression and DNA hypermethylation. In summary, our data reveal the relative timing of and relationship between key alterations of the DNA methylation pathway occurring during prostate tumor progression in an in vivo model system.
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Affiliation(s)
- Shannon R Morey Kinney
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
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Abstract
For years, head and neck squamous cell carcinomas (HNSCC) have been among the leading cancers worldwide. Despite considerable efforts, the 5-year survival rate for HNSCC has not changed significantly. To improve this situation, it is necessary to understand the fundamental biological processes leading to the disease and its progression. In addition to known genetic changes in HNSCC, molecular cytogenetic investigations have identified chromosomal regions of gains and losses, but many of the responsible candidate genes have yet to be identified. Furthermore, recent results indicate the importance of epigenetic modifications in HNSCC, such as DNA methylation. Several genes, including the tumor suppressor CDKN2A and other candidates such as DAPK1, MGMT, TIMP3, TCF21, and C/EBPalpha, have been found to harbor hypermethylated regulatory sequences that lead to reduced expression or gene silencing. Hypermethylation in such genes could be used not only as biomarkers for the early detection of HNSCC but also to improve prevention strategies and therapy outcomes.
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Affiliation(s)
- P Schmezer
- Abteilung Toxikologie und Krebsrisikofaktoren, Deutsches Krebsforschungszentrum (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg
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15
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Wang SS, Smiraglia DJ, Wu YZ, Ghosh S, Rader JS, Cho KR, Bonfiglio TA, Nayar R, Plass C, Sherman ME. Identification of novel methylation markers in cervical cancer using restriction landmark genomic scanning. Cancer Res 2008; 68:2489-97. [PMID: 18381458 DOI: 10.1158/0008-5472.can-07-3194] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Aberrant methylation of CpG islands in gene promoters often represents an early clonal event in carcinogenesis. Accordingly, defining methylation profiles may be useful for developing marker panels for early detection or predicting the risk of cancer precursors. To identify specific genes frequently methylated in cervical cancer, we conducted methylation profiling of 20 primary human cervical cancers using NotI-based restriction landmark genomic scanning (RLGS). Of 2,172 RLGS fragments analyzed (average, 1,753 CpG islands per patient), 186 RLGS fragments were lost in at least one tumor and 40 were lost in three or more. Methylation was identified in 19 (95%) of 20 tumor samples compared with normal DNA. Bisulfite sequencing was conducted to confirm RLGS results. Of the confirmed markers frequently methylated, we developed Methylight assays for two corresponding genes, nucleolar protein 4 (NOL4), and lipoma HMGIC fusion partner-like protein 4 (LHFPL4), which were methylated in 85% and 55% of cancers, respectively. Using these assays, we further confirmed frequent CpG island methylation in the original cancers and in another independent series of 15 cervical cancers. We also showed methylation at a reduced frequency in a set of carefully reviewed cytology specimens demonstrating cells exfoliated from cancer precursor lesions. In summary, we identified, for the first time, NOL4 and LHFPL4 as novel methylation targets specific for cervical cancer. Inclusion of NOL4 and LHFPL4 in evaluating methylation panels for early detection, risk prediction, and etiologic research on cervical cancer is warranted.
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Affiliation(s)
- Sophia S Wang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD 20852-7234, USA.
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16
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Restriction landmark genomic scanning (RLGS) spot identification by second generation virtual RLGS in multiple genomes with multiple enzyme combinations. BMC Genomics 2007; 8:446. [PMID: 18053125 PMCID: PMC2235865 DOI: 10.1186/1471-2164-8-446] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2007] [Accepted: 11/30/2007] [Indexed: 11/18/2022] Open
Abstract
Background Restriction landmark genomic scanning (RLGS) is one of the most successfully applied methods for the identification of aberrant CpG island hypermethylation in cancer, as well as the identification of tissue specific methylation of CpG islands. However, a limitation to the utility of this method has been the ability to assign specific genomic sequences to RLGS spots, a process commonly referred to as "RLGS spot cloning." Results We report the development of a virtual RLGS method (vRLGS) that allows for RLGS spot identification in any sequenced genome and with any enzyme combination. We report significant improvements in predicting DNA fragment migration patterns by incorporating sequence information into the migration models, and demonstrate a median Euclidian distance between actual and predicted spot migration of 0.18 centimeters for the most complex human RLGS pattern. We report the confirmed identification of 795 human and 530 mouse RLGS spots for the most commonly used enzyme combinations. We also developed a method to filter the virtual spots to reduce the number of extra spots seen on a virtual profile for both the mouse and human genomes. We demonstrate use of this filter to simplify spot cloning and to assist in the identification of spots exhibiting tissue-specific methylation. Conclusion The new vRLGS system reported here is highly robust for the identification of novel RLGS spots. The migration models developed are not specific to the genome being studied or the enzyme combination being used, making this tool broadly applicable. The identification of hundreds of mouse and human RLGS spot loci confirms the strong bias of RLGS studies to focus on CpG islands and provides a valuable resource to rapidly study their methylation.
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Abstract
Genetic and epigenetic mechanisms contribute to the development of human tumors. However, the conventional analysis of neoplasias has preferentially focused on only one of these processes. This approach has led to a biased, primarily genetic view, of human tumorigenesis. Epigenetic alterations, such as aberrant DNA methylation, are sufficient to induce tumor formation, and can modify the incidence, and determine the type of tumor which will arise in genetic models of cancer. These observations raise important questions about the degree to which genetic and epigenetic mechanisms cooperate in human tumorigenesis, the identity of the specific cooperating genes and how these genes interact functionally to determine the diverse biological and clinical paths to tumor initiation and progression. These gaps in our knowledge are, in part, due to the lack of methods for full-scale integrated genetic and epigenetic analyses. The ultimate goal to fill these gaps would include sequencing relevant regions of the 3-billion nucleotide genome, and determining the methylation status of the 28-million CpG dinucleotide methylome at single nucleotide resolution in different types of neoplasias. Here, we review the emergence and advancement of technologies to map ever larger proportions of the cancer methylome, and the unique discovery potential of integrating these with cancer genomic data. We discuss the knowledge gained from these large-scale analyses in the context of gene discovery, therapeutic application and building a more widely applicable mechanism-based model of human tumorigenesis.
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Affiliation(s)
- Romulo M Brena
- Department of Molecular Genetics, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
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18
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Abstract
Restriction landmark genomic scanning (RLGS) is a method to detect large numbers of restriction landmarks in a single experiment. It is based on the concept that restriction enzyme sites can serve as landmarks throughout a genome. RLGS uses direct end-labeling of the genomic DNA digested with a rare-cutting restriction enzyme and high-resolution two-dimensional electrophoresis. Compared with the conventional gene-detection technologies, such as Southern blot analysis and PCR, RLGS has the following advantages even though it needs specially designed instruments: high-efficiency scanning capacity, scanning extensibility by using alternate restriction enzyme combinations, applicability to any organism, a spot intensity that reflects the copy number of restriction landmarks, and the ability, by using a methylation-sensitive enzyme, to screen the methylated state of genomic DNA. The RLGS protocol can be accomplished in 5 days to 2 weeks.
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Affiliation(s)
- Yoshinari Ando
- Functional RNA Research Program, Frontier Research System, and Genome Exploration Research Group, Genomic Sciences Center, RIKEN Yokohama Institute, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan
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19
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Huang Q, Baum L, Huang JF, You JP, Wang F, Wang J, Zheng J, Yan XC, Xia H, Zhao YH, Kuang H, Fu WL. Isolation and enrichment of human genomic CpG islands by methylation-sensitive mirror orientation selection. Anal Biochem 2007; 365:153-64. [PMID: 17481566 DOI: 10.1016/j.ab.2007.03.035] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2006] [Revised: 03/09/2007] [Accepted: 03/27/2007] [Indexed: 10/23/2022]
Abstract
CpG islands (CGIs) in human genomic DNA are GC-rich fragments whose aberrant methylation is associated with human disease development. In the current study, methylation-sensitive mirror orientation selection (MS-MOS) was developed to efficiently isolate and enrich unmethylated CGIs from human genomic DNA. The unmethylated CGIs prepared by the MS-MOS procedure subsequently were used to construct a CGI library. Then the sequence characteristics of cloned inserts of the library were analyzed by bioinformatics tools, and the methylation status of CGI clones was analyzed by HpaII PCR. The results showed that the MS-MOS method could be used to isolate up to 0.001% of differentially existed unmethylated DNA fragments in two complex genomic DNA. In the CGI library, 34.1% of clones had insert sequences satisfying the minimal criteria for CGIs. Excluding duplicates, 22.0% of the 80,000 clones were unique CGI clones, representing 60% of all the predicted CGIs (about 29,000) in human genomic DNA, and most or all of the CGI clones were unmethylated in human normal cell DNA based on the HpaII PCR analysis results of randomly selected CGI clones. In conclusion, MS-MOS was an efficient way to isolate and enrich human genomic CGIs. The method has powerful potential application in the comprehensive identification of aberrantly methylated CGIs associated with human tumorigenesis to improve understanding of the epigenetic mechanisms involved.
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Affiliation(s)
- Qing Huang
- Department of Laboratory Medicine, Southwest Hospital, Third Military Medical University, Chongqing 400038, People's Republic of China
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20
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Mühlisch J, Bajanowski T, Rickert CH, Roggendorf W, Würthwein G, Jürgens H, Frühwald MC. Frequent but borderline methylation of p16 (INK4a) and TIMP3 in medulloblastoma and sPNET revealed by quantitative analyses. J Neurooncol 2007; 83:17-29. [PMID: 17206475 DOI: 10.1007/s11060-006-9309-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2006] [Accepted: 11/22/2006] [Indexed: 10/23/2022]
Abstract
Certain risk groups among tumors of the central nervous system (CNS) in children take an almost inevitably fatal course. The elucidation of molecular mechanisms offers hope for improved therapy. Aberrant methylation is common in malignant brain tumors of childhood and may have implications for stratification and therapy. Methylation of p16 (INK4A), p14 (ARF), TIMP3, CDH1, p15 (INK4B )and DAPK1 in medulloblastoma (MB) and ependymoma has been discussed controversially in the literature. DUTT1 and SOCS1 have not previously been analyzed. We examined methylation in MB, sPNET and ependymoma using methylation-specific PCR (MSP), quantitative Combined Bisulfite Restriction Analysis (COBRA) and direct and clone sequencing of bisulfite PCR products. We detected methylation of p16 (INK4A) (17/43), p14 (ARF) (11/42) and TIMP3 (9/44) in MB and others by MSP. CDH1 was not only methylated in MB (31/41), but also in normal controls. Evaluation of MSP results by quantitative COBRA and sequencing yielded methylation between the detection limits of COBRA (1%) and MSP (0.1%). Only p16 (INK4A )and TIMP3 were methylated consistently in medulloblastomas (p16 (INK4A ) 14%, TIMP3 11%) and p16 (INK4A) also in anaplastic ependymomas (1/4 tumors). Methylation ranged from 1-5%. Evaluation of methylation using MSP has thus to be supplemented by quantitative methods. Our analyses raise the issue of the functional significance of low level methylation, which may disturb the delicate growth factor equilibrium within the cell. Therapeutic and diagnostic implications urge into depth analyses of methylation as a mechanism, which might fill some of the gaps of our understanding of brain tumor origin.
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Affiliation(s)
- J Mühlisch
- Department of Pediatric Hematology and Oncology, University Children's Hospital Muenster, 48129 Muenster, Germany
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21
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Allegrucci C, Wu YZ, Thurston A, Denning CN, Priddle H, Mummery CL, Ward-van Oostwaard D, Andrews PW, Stojkovic M, Smith N, Parkin T, Jones ME, Warren G, Yu L, Brena RM, Plass C, Young LE. Restriction landmark genome scanning identifies culture-induced DNA methylation instability in the human embryonic stem cell epigenome. Hum Mol Genet 2007; 16:1253-68. [PMID: 17409196 DOI: 10.1093/hmg/ddm074] [Citation(s) in RCA: 134] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Widespread provision of human embryonic stem cells (hESCs) for therapeutic use, drug screening and disease modelling will require cell lines sustainable over long periods in culture. Since the short-term, in vitro culture of mammalian embryos can result in DNA methylation changes, the epigenetic stability of hESCs warrants investigation. Existing hESC lines have been derived and cultured under diverse conditions, providing the potential for programming differential changes into the epigenome that may result in inter-line variability over and above that inherited from the embryo. By examining the DNA methylation profiles of > 2000 genomic loci by Restriction Landmark Genome Scanning, we identified substantial inter-line epigenetic distance between six independently derived hESC lines. Lines were found to inherit further epigenetic changes over time in culture, with most changes arising in the earliest stages post-derivation. The loci affected varied between lines. The majority of culture-induced changes (82.3-87.5%) were stably inherited both within the undifferentiated cells and post-differentiation. Adapting a line to a serum-free culture system resulted in additional epigenetic instability. Overall 80.5% of the unstable loci uncovered in hESCs have been associated previously with an adult tumour phenotype. Our study shows that current methods of hESC propagation can rapidly programme stable and unpredictable epigenetic changes in the stem cell genome. This highlights the need for (i) novel screening strategies to determine the experimental utility and biosafety of hESCs and (ii) optimization and standardization of procedures for the derivation and culture of hESC lines that minimize culture-induced instability.
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Affiliation(s)
- Cinzia Allegrucci
- Division of Obstetrics and Gynaecology and Wolfson Centre for Stem Cells, Tissue Engineering and Modelling (STEM), University of Nottingham, Queens Medical Centre, Nottingham NG7 2UH, UK
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22
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Mueller W, Nutt CL, Ehrich M, Riemenschneider MJ, von Deimling A, van den Boom D, Louis DN. Downregulation of RUNX3 and TES by hypermethylation in glioblastoma. Oncogene 2006; 26:583-93. [PMID: 16909125 DOI: 10.1038/sj.onc.1209805] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Glioblastoma, the most aggressive and least treatable form of malignant glioma, is the most common human brain tumor. Although many regions of allelic loss occur in glioblastomas, relatively few tumor suppressor genes have been found mutated at such loci. To address the possibility that epigenetic alterations are an alternative means of glioblastoma gene inactivation, we coupled pharmacological manipulation of methylation with gene profiling to identify potential methylation-regulated, tumor-related genes. Duplicates of three short-term cultured glioblastomas were exposed to 5 microM 5-aza-dC for 96 h followed by cRNA hybridization to an oligonucleotide microarray (Affymetrix U133A). We based candidate gene selection on bioinformatics, reverse transcription-polymerase chain reaction (RT-PCR), bisulfite sequencing, methylation-specific PCR and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Two genes identified in this manner, RUNX3 and Testin (TES), were subsequently shown to harbor frequent tumor-specific epigenetic alterations in primary glioblastomas. This overall approach therefore provides a powerful means to identify candidate tumor-suppressor genes for subsequent evaluation and may lead to the identification of genes whose epigenetic dysregulation is integral to glioblastoma tumorigenesis.
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Affiliation(s)
- W Mueller
- Department of Pathology, Cancer Center and Neurosurgical Service, Massachusetts General Hospital, Boston, MA 02114, USA
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23
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Maeda N, Hayashizaki Y. Genome-wide survey of imprinted genes. Cytogenet Genome Res 2006; 113:144-52. [PMID: 16575174 DOI: 10.1159/000090826] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2005] [Accepted: 09/15/2005] [Indexed: 01/06/2023] Open
Abstract
The developmental failure of mammalian parthenogenote has been a mystery for a long time and posed a question as to why bi-parental reproduction is necessary for development to term. In the 1980s, it was proven that this failure was not due to the genetic information itself, but to epigenetic modification of genomic DNA. In the following decade, several studies successfully identified imprinted genes which were differentially expressed in a parent-of-origin-specific manner, and it was shown that the differential expression depended on the pattern of DNA methylation. These facts prompted development of genome-wide systematic screening methods based on DNA methylation and differential gene expression to identify imprinted genes. Recently computational approaches and microarray technology have been introduced to identify imprinted genes/loci, contributing to the expansion of our knowledge. However, it has been shown that the gene silencing derived from genomic imprinting is accomplished by several mechanisms in addition to direct DNA methylation, indicating that novel approaches are further required for comprehensive understanding of genomic imprinting. To unveil the mechanism of developmental failure in mammalian parthenogenote, systematic screenings for imprinted genes/loci have been developed. In this review, we describe genomic imprinting focusing on the history of genome-wide screening.
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Affiliation(s)
- N Maeda
- Genome Science Laboratory, Discovery and Research Institute, RIKEN, Saitama, Japan
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24
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Lin M, Smith LT, Smiraglia DJ, Kazhiyur-Mannar R, Lang JC, Schuller DE, Kornacker K, Wenger R, Plass C. DNA copy number gains in head and neck squamous cell carcinoma. Oncogene 2006; 25:1424-33. [PMID: 16247453 DOI: 10.1038/sj.onc.1209166] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Gene amplification, a common mechanism for oncogene activation in cancer, has been used as a tag for the identification of novel oncogenes. DNA amplification is frequently observed in head and neck squamous cell carcinoma (HNSCC) and potential oncogenes have already been reported. We applied restriction landmark genome scanning (RLGS) to study gene amplifications and low-level copy number changes in HNSCC in order to locate previously uncharacterized regions with copy number gains in primary tumor samples. A total of 63 enhanced RLGS fragments, indicative of DNA copy number changes, including gains of single alleles, were scored. Enhanced sequences were identified from 33 different chromosomal regions including those previously reported (e.g. 3q26.3 and 11q13.3) as well as novel regions (e.g. 3q29, 8q13.1, 8q22.3, 9q32, 10q24.32, 14q32.32, 17q25.1 and 20q13.33). Furthermore, our data suggest that amplicons 11q13.3 and 3q26.3-q29 may be divided into possibly two and three independent amplicons, respectively, an observation supported by published microarray expression data.
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Affiliation(s)
- M Lin
- Deparment of Otolaryngology and Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
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25
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Tada Y, Brena RM, Hackanson B, Morrison C, Otterson GA, Plass C. Epigenetic modulation of tumor suppressor CCAAT/enhancer binding protein alpha activity in lung cancer. J Natl Cancer Inst 2006; 98:396-406. [PMID: 16537832 DOI: 10.1093/jnci/djj093] [Citation(s) in RCA: 96] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Loss of tumor suppressor CCAAT/enhancer-binding protein-alpha (C/EBPalpha) expression is seen in several human malignancies, including acute myelogenous leukemia and lung cancer. We hypothesized that DNA methylation and histone acetylation of the C/EBPalpha promoter may modulate C/EBPalpha expression in lung cancer. METHODS We analyzed C/EBPalpha expression in 15 human lung cancer cell lines and in 122 human lung primary tumors by northern blotting, immunoblotting, and immunohistochemistry. C/EBPalpha promoter methylation was assessed using bisulfite sequencing, combined bisulfite restriction analysis, methylation-specific polymerase chain reaction, and Southern blotting. We examined the acetylation status of histones H3 and H4 at the C/EBPalpha promoter by chromatin immunoprecipitation. Binding of methyl-CpG-binding proteins MeCP2 and MBD2 and upstream stimulatory factor (USF) to the C/EBPalpha promoter was assayed in cell lines that were untreated or treated with histone deacetylase inhibitor trichostatin A and demethylating agent 5-aza-2'-deoxycytidine (5-aza-dC) by chromatin immunoprecipitation and by electrophoretic mobility shift assays. RESULTS DNA methylation and histone acetylation in the upstream region (-1422 to -896) of the C/EBPalpha promoter were associated with low or absent C/EBPalpha expression in 12 of 15 lung cancer cell lines and in 81 of 120 primary lung tumors. MeCP2 and MBD binding to the upstream C/EBPalpha promoter was detected in C/EBPalpha-nonexpressing cell lines; USF binding was detected in C/EBPalpha-expressing cell lines; however, in C/EBPalpha-nonexpressing cell lines USF binding was detected only after trichostatin A and 5-aza-dC treatment. CONCLUSIONS DNA hypermethylation of the upstream C/EBPalpha promoter region, not the core promoter region as previously reported, is critical in the regulation of C/EBPalpha expression in human lung cancer.
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MESH Headings
- Acetylation/drug effects
- Azacitidine/analogs & derivatives
- Azacitidine/pharmacology
- Blotting, Northern
- Blotting, Southern
- CCAAT-Enhancer-Binding Protein-alpha/analysis
- CCAAT-Enhancer-Binding Protein-alpha/genetics
- Carcinoma, Non-Small-Cell Lung/chemistry
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/metabolism
- Carcinoma, Non-Small-Cell Lung/pathology
- Cell Line, Tumor
- Chromatin Immunoprecipitation
- CpG Islands
- DNA Methylation
- DNA-Binding Proteins/metabolism
- Electrophoretic Mobility Shift Assay
- Enzyme Inhibitors/pharmacology
- Epigenesis, Genetic
- Gene Expression Regulation, Neoplastic
- Histone Deacetylase Inhibitors
- Humans
- Hydroxamic Acids/pharmacology
- Immunoblotting
- Immunohistochemistry
- Lung Neoplasms/chemistry
- Lung Neoplasms/genetics
- Lung Neoplasms/metabolism
- Lung Neoplasms/pathology
- Methyl-CpG-Binding Protein 2/metabolism
- Mutagenesis
- Promoter Regions, Genetic
- Sequence Analysis, DNA
- Upstream Stimulatory Factors/drug effects
- Upstream Stimulatory Factors/metabolism
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Affiliation(s)
- Yasuhiro Tada
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology, and Medical Genetics, The Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
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26
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Kazhiyur-Mannar R, Smiraglia DJ, Plass C, Wenger R. Contour area filtering of two-dimensional electrophoresis images. Med Image Anal 2006; 10:353-65. [PMID: 16531098 DOI: 10.1016/j.media.2006.01.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2005] [Revised: 01/20/2006] [Accepted: 01/24/2006] [Indexed: 11/22/2022]
Abstract
We describe an algorithm, Contour Area Filtering, for separating background from foreground in gray scale images. The algorithm is based on the area contained within gray scale contour lines. It can be viewed as a form of local thresholding, or as a seed growing algorithm, or as a type of watershed segmentation. The most important feature of the algorithm is that it uses object area to determine the segmentation. Thus, it is relatively impervious to brightness and contrast variations across an image or between different images. Contour Area Filtering was designed specifically for image analysis of 2D electrophoresis gels, although it can be applied to other gray scale images. A typical gel image is an electrophoretogram or a phosphor image of 1000-2500 spots representing protein or DNA restriction fragments. The images are quantitative with spot intensities reflective of the number of proteins or the DNA fragment copy number. The background intensity can vary widely across the image caused both by variation in spot density and by the physical laboratory process of creating a gel. Analyzing and comparing gel images entails extracting and segmenting spots, registering images and matching spots, and measuring differences between spots. We present experimental results which show that Contour Area Filtering is a quick, efficient method for separating electrophoresis gel background from foreground with extremely high accuracy.
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Affiliation(s)
- Ramakrishnan Kazhiyur-Mannar
- Department of Computer Science and Engineering, The Ohio State University, 2015 Neil Avenue, Columbus, OH 43210, USA
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27
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Yu L, Liu C, Bennett K, Wu YZ, Dai Z, Vandeusen J, Opavsky R, Raval A, Trikha P, Rodriguez B, Becknell B, Mao C, Lee S, Davuluri RV, Leone G, Van den Veyver IB, Caligiuri MA, Plass C. A NotI-EcoRV promoter library for studies of genetic and epigenetic alterations in mouse models of human malignancies. Genomics 2005; 84:647-60. [PMID: 15475242 DOI: 10.1016/j.ygeno.2004.06.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2004] [Accepted: 06/23/2004] [Indexed: 12/31/2022]
Abstract
Aberrant promoter methylation and associated chromatin changes are primarily studied in human malignancies. Thus far, mouse models for human cancer have been rarely utilized to study the role of DNA methylation in tumor onset and progression. It would be advantageous to use mouse tumor models to a greater extent to study the role and mechanism of DNA methylation in cancer because mouse models allow manipulation of the genome, study of samples/populations with a homogeneous genetic background, the possibility of modulating gene expression in vivo, the statistical power of using large numbers of tumor samples, access to various tumor stages, and the possibility of preclinical trials. Therefore, it is likely that the mouse will emerge as an increasingly utilized model to study DNA methylation in cancer. To foster the use of mouse models, we developed an arrayed mouse NotI-EcoRV genomic library, with clones from three commonly used mouse strains (129SvIMJ, FVB/NJ, and C57BL/6J). A total of 23,040 clones representing an estimated three- to fourfold coverage of the mouse genome were arrayed in 60 x 384-well plates. We developed restriction landmark genomic scanning (RLGS) mixing gels with 32 plates to enable the cloning of methylated sequences from RLGS profiles run with NotI-EcoRV-HinfI. RLGS was used to study aberrant methylation in two mouse models that overexpressed IL-15 or c-Myc and developed either T/NK-cell leukemia or T-cell lymphomas, respectively. Careful analysis of 198 sequences showed that 188 (94.9%) identified CpG-island sequences, 132 sequences (66.7%) had homology to the 5' regions of known genes or mRNAs, and all 132 NotI-EcoRV clones were located at the same CpG islands with the predicted promoter sequences. We have also developed a modified pGL3-based luciferase vector that now contains the NotI, AscI, and EcoRV restriction sites and allows the rapid cloning of NotI-EcoRV library fragments in both orientations. Luciferase assays using NotI-EcoRV clones confirmed that the library is enriched for promoter sequences. Thus, this library will support future genetic and epigenetic studies in mouse models.
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MESH Headings
- Animals
- Cloning, Molecular
- CpG Islands/genetics
- DNA Methylation
- Deoxyribonucleases, Type II Site-Specific/metabolism
- Gene Expression Regulation, Neoplastic/genetics
- Gene Library
- Genome, Human
- Humans
- Interleukin-15/genetics
- Interleukin-15/physiology
- Leukemia, Experimental/genetics
- Leukemia, Experimental/metabolism
- Luciferases/metabolism
- Lymphoma/genetics
- Lymphoma/metabolism
- Mice
- Mice, Inbred C57BL
- Mice, Transgenic
- Models, Animal
- Promoter Regions, Genetic/genetics
- Restriction Mapping
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Affiliation(s)
- Li Yu
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH 43210, USA
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28
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Yu L, Liu C, Vandeusen J, Becknell B, Dai Z, Wu YZ, Raval A, Liu TH, Ding W, Mao C, Liu S, Smith LT, Lee S, Rassenti L, Marcucci G, Byrd J, Caligiuri MA, Plass C. Global assessment of promoter methylation in a mouse model of cancer identifies ID4 as a putative tumor-suppressor gene in human leukemia. Nat Genet 2005; 37:265-74. [PMID: 15723065 DOI: 10.1038/ng1521] [Citation(s) in RCA: 145] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2004] [Accepted: 01/24/2005] [Indexed: 02/07/2023]
Abstract
DNA methylation is associated with malignant transformation, but limitations imposed by genetic variability, tumor heterogeneity, availability of paired normal tissues and methodologies for global assessment of DNA methylation have limited progress in understanding the extent of epigenetic events in the initiation and progression of human cancer and in identifying genes that undergo methylation during cancer. We developed a mouse model of T/natural killer acute lymphoblastic leukemia that is always preceded by polyclonal lymphocyte expansion to determine how aberrant promoter DNA methylation and consequent gene silencing might be contributing to leukemic transformation. We used restriction landmark genomic scanning with this mouse model of preleukemia reproducibly progressing to leukemia to show that specific genomic methylation is associated with only the leukemic phase and is not random. We also identified Idb4 as a putative tumor-suppressor gene that is methylated in most mouse and human leukemias but in only a minority of other human cancers.
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Affiliation(s)
- Li Yu
- Internal Medicine, Division of Hematology/Oncology, The Ohio State University, Columbus, Ohio 43210, USA
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29
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Ohashi Y, Ueda M, Kawase T, Kawakami Y, Toda M. Identification of an epigenetically silenced gene, RFX1, in human glioma cells using restriction landmark genomic scanning. Oncogene 2004; 23:7772-9. [PMID: 15334059 DOI: 10.1038/sj.onc.1208058] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
To identify the CpG islands differentially methylated in human glioma, we performed restriction landmark genomic scanning with a CpG methylation-sensitive enzyme. We found 12 spots, the intensity of which was entirely lost or decreased in both the human glioma tissues examined as compared with that in matched normal lymphocytes, indicating aberrant methylation of these CpG islands in gliomas. The expression of RFX1, one of the genes associated with the methylated CpG islands, was frequently decreased in human glioma cell lines and tissues. We also demonstrated that the isolated CpG island located in the seventh intron of the RFX1 gene had enhancer activity and was hypermethylated in all of the glioma tissues and cell lines analysed, but not in normal brains or lymphocytes. Treatment of glioma cells with a demethylating agent, 5-azacytidine, resulted in the expression of RFX1, indicating that the silencing of the RFX1 gene may be attributable to its methylation. RFX1 has been implicated in transcriptional downregulation of the proto-oncogene c-myc. By expression of the RFX1 gene, the cellular proliferative activity of glioma cells was suppressed. Taken together, these results suggest that the RFX1 gene may be epigenetically silenced in human gliomas and involved in glioma tumorigenesis.
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Affiliation(s)
- Yohei Ohashi
- Neuro-immunology Research Group, Keio University, School of Medicine, Tokyo, Japan
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30
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Pompeia C, Hodge DR, Plass C, Wu YZ, Marquez VE, Kelley JA, Farrar WL. Microarray analysis of epigenetic silencing of gene expression in the KAS-6/1 multiple myeloma cell line. Cancer Res 2004; 64:3465-73. [PMID: 15150099 DOI: 10.1158/0008-5472.can-03-3970] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The epigenetic control of gene transcription in cancer has been the theme of many recent studies and therapeutic approaches. Carcinogenesis is frequently associated with hypermethylation and consequent down-regulation of genes that prevent cancer, e.g., those that control cell proliferation and apoptosis. We used the demethylating drug zebularine to induce changes in DNA methylation, then examined patterns of gene expression using cDNA array analysis and Restriction Landmark Genomic Scanning followed by RNase protection assay and reverse transcription-PCR to confirm the results. Microarray studies revealed that many genes were epigenetically regulated by methylation. We concluded that methylation decreased the expression of, or silenced, several genes, contributing to the growth and survival of multiple myeloma cells. For example, a number of genes (BAD, BAK, BIK, and BAX) involved in apoptosis were found to be suppressed by methylation. Sequenced methylation-regulated DNA fragments identified by Restriction Landmark Genomic Scanning were found to contain CpG islands, and some corresponded to promoters of genes that were regulated by methylation. We also observed that after the removal of the demethylating drug, the addition of interleukin 6 restored CpG methylation and re-established previously silenced gene patterns, thus implicating a novel role of interleukin 6 in processes regulating epigenetic gene repression and carcinogenesis.
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Affiliation(s)
- Celine Pompeia
- Laboratory of Molecular Immunoregulation, National Cancer Institute-Frederick Cancer Research and Development Center, Frederick, Maryland 21702, USA
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31
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Smith RJ, Arnaud P, Kelsey G. Identification and properties of imprinted genes and their control elements. Cytogenet Genome Res 2004; 105:335-45. [PMID: 15237221 DOI: 10.1159/000078206] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2003] [Accepted: 12/10/2003] [Indexed: 11/19/2022] Open
Abstract
Imprinted genes have the unusual characteristic that the copy from one parent is destined to remain inactive. Though few in number they nonetheless constitute a functionally important part of the mammalian genome. With their memory of parental origin, imprinted genes represent an important model for the epigenetic regulation of gene function and will provide invaluable paradigms to test whether we can predict epigenetic state from DNA sequence. Since their first discovery, systematic screens and some good fortune have led to identification of over seventy imprinted genes in the mouse and human: recent microarray analysis may reveal many more. With a significant number of imprinted genes now identified and completion of key mammalian genome sequences, we are able systematically to examine the organization of imprinted loci, properties of their control elements and begin to recognize common themes in imprinted gene regulation.
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Affiliation(s)
- R J Smith
- Developmental Genetics Programme, The Babraham Institute, Cambridge, UK
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Rush LJ, Raval A, Funchain P, Johnson AJ, Smith L, Lucas DM, Bembea M, Liu TH, Heerema NA, Rassenti L, Liyanarachchi S, Davuluri R, Byrd JC, Plass C. Epigenetic profiling in chronic lymphocytic leukemia reveals novel methylation targets. Cancer Res 2004; 64:2424-33. [PMID: 15059895 DOI: 10.1158/0008-5472.can-03-2870] [Citation(s) in RCA: 107] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
CpG island methylation is an epigenetic alteration that contributes to tumorigenesis by transcriptional inactivation of genes. Little is known about the overall levels of CpG island methylation in chronic lymphocytic leukemia (CLL). To provide a baseline estimate of global aberrant methylation and identify target sequences for additional investigation, we performed Restriction Landmark Genomic Scanning on 10 CLL samples. Two methylation-sensitive landmark enzymes were used (NotI and AscI), allowing assessment of over 3000 CpG islands in each sample. Tumor-derived Restriction Landmark Genomic Scanning profiles were compared with profiles from CD19-selected B cells from normal volunteers and matched normal neutrophils from 4 CLL patients. We found 2.5-8.1% (mean 4.8%) of the CpG islands in CLL samples were aberrantly methylated compared with controls, and the methylation events had a nonrandom distribution (P < 0.0001). Furthermore, we identified 193 aberrantly methylated sequences, of which 93% have CpG island characteristics and 90% have homology to genes or expressed sequences. One such gene, the G protein-coupled metabotropic glutamate receptor 7 (GRM7), possibly inhibits cyclic AMP signaling in the induction of apoptosis. Bisulfite sequencing of GRM7 confirmed extensive CpG island methylation, and treatment with 5-aza-2'-deoxycytidine (decitabine) resulted in up-regulated expression of several genes in vitro with concurrent cellular depletion of DNMT1 protein. Our dual-enzyme global methylation study shows that CLL is characterized by widespread nonrandom CpG island methylation similar to other tumors and provides a panel of novel methylation targets that can be used in larger studies designed to assess impact on disease progression and survival.
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Affiliation(s)
- Laura J Rush
- Department of Veterinary Biosciences, Comprehensive Cancer Center and The Ohio State University, Columbus, Ohio 43210, USA
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Taylor MD, Raffel C, Bayani J, Marrano P, Mainprize TG, Squire J. Advanced cancer genetics in neurosurgical research. Neurosurgery 2003; 53:1168-78; discussion 1178. [PMID: 14580285 DOI: 10.1227/01.neu.0000088807.95566.9b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2002] [Accepted: 07/11/2003] [Indexed: 11/18/2022] Open
Abstract
RAPID ADVANCES IN the technology used to study nucleic acids have revealed a great deal regarding the underlying biology of cancer. Most cancers arise as a result of chromosomal rearrangements and deoxyribonucleic acid mutations that lead to the activation of proto-oncogenes and loss of function of tumor suppressor genes. There are a number of different molecular routes that lead to these common goals, necessitating several different techniques of mutational analysis. Although many of these techniques can be difficult in practice, most are conceptually simple. We discuss several of the current techniques in cytogenetics and molecular genetics that are widely used in cancer biology laboratories. Understanding the molecular events that lead to cancer should allow the future development of targeted, nontoxic therapeutics similar to modern-day antibiotics. These technologies are being progressively applied in clinical neurosurgery, where they will be used to detect, diagnose, stratify, and treat cancers of the nervous system. High demand from an increasingly educated patient population means that neurosurgeons will need to be familiar with many of these techniques.
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Affiliation(s)
- Michael D Taylor
- Division of Neurosurgery, Hospital for Sick Children, Arthur and Sonia Labatt Brain Tumor Research Center, University of Toronto, Toronto, Ontario, Canada.
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Motiwala T, Ghoshal K, Das A, Majumder S, Weichenhan D, Wu YZ, Holman K, James SJ, Jacob ST, Plass C. Suppression of the protein tyrosine phosphatase receptor type O gene (PTPRO) by methylation in hepatocellular carcinomas. Oncogene 2003; 22:6319-31. [PMID: 14508512 PMCID: PMC3020652 DOI: 10.1038/sj.onc.1206750] [Citation(s) in RCA: 90] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2003] [Revised: 04/23/2003] [Accepted: 04/26/2003] [Indexed: 11/09/2022]
Abstract
A diet lacking folic acid and choline and low in methionine (folate/methyl deficient diet, FMD diet) fed to rats is known to produce preneoplastic nodules (PNNs) after 36 weeks and hepatocellular carcinomas (tumors) after 54 weeks. FMD diet-induced tumors exhibit global hypomethylation and regional hypermethylation. Restriction landmark genome scanning analysis with methylation-sensitive enzyme NotI (RLGS-M) of genomic DNA isolated from control livers, PNNs and tumor tissues was performed to identify the genes that are differentially methylated or amplified during multistage hepatocarcinogenesis. Out of the 1250 genes analysed, 2 to 5 genes were methylated in the PNNs, whereas 5 to 45 genes were partially or completely methylated in the tumors. This analysis also showed amplification of 3 to 12 genes in the primary tumors. As a first step towards identifying the genes methylated in the PNNs and primary hepatomas, we generated a rat NotI-EcoRV genomic library in the pBluescriptKS vector. Here, we describe identification of one methylated and downregulated gene as the rat protein tyrosine phosphatase receptor type O (PTPRO) and one amplified gene as rat C-MYC. Methylation of PTPRO at the NotI site located immediate upstream of the trancription start site in the PNNs and tumors, and amplification of C-MYC gene in the tumors were confirmed by Southern blot analyses. Bisulfite genomic sequencing of the CpG island encompassing exon 1 of the PTPRO gene revealed dense methylation in the PNNs and tumors, whereas it was methylation free in the livers of animals on normal diet. Reverse transcription-polymerase chain reaction (RT-PCR) analysis showed significant decrease in the expression of PTPRO in the tumors and in a transplanted rat hepatoma. The expression of PTPRO mRNA in the transplanted hepatoma after demethylation with 5-azacytidine, a potent inhibitor of DNA methyltransferases, further confirmed the role of methylation in PTPRO gene expression. These results demonstrate alteration in methylation profile and expression of specific genes during tumor progression in the livers of rats in response to folate/methyl deficiency, and further implicate the potential role of PTPRO as a novel growth regulatory gene at least in the hepatocellular carcinomas.
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Affiliation(s)
- Tasneem Motiwala
- Department of Molecular and Cellular Biochemistry, The Ohio State University, Columbus, OH 43210, USA
| | - Kalpana Ghoshal
- Department of Molecular and Cellular Biochemistry, The Ohio State University, Columbus, OH 43210, USA
| | - Anindita Das
- Department of Molecular and Cellular Biochemistry, The Ohio State University, Columbus, OH 43210, USA
| | - Sarmila Majumder
- Department of Molecular and Cellular Biochemistry, The Ohio State University, Columbus, OH 43210, USA
| | - Dieter Weichenhan
- Medizinische Universität zu Lübeck, Institut für Biologie, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Yue-Zhong Wu
- Division of Human Cancer Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
| | - Kristen Holman
- Division of Human Cancer Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
| | - S Jill James
- Division of Biochemical Toxicology, Food and Drug administration, National Center for Toxicological Research, Jefferson, AR 72079, USA
| | - Samson T Jacob
- Department of Molecular and Cellular Biochemistry, The Ohio State University, Columbus, OH 43210, USA
| | - Christoph Plass
- Division of Human Cancer Genetics, College of Medicine, The Ohio State University, Columbus, OH 43210, USA
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Smiraglia DJ, Smith LT, Lang JC, Rush LJ, Dai Z, Schuller DE, Plass C. Differential targets of CpG island hypermethylation in primary and metastatic head and neck squamous cell carcinoma (HNSCC). J Med Genet 2003; 40:25-33. [PMID: 12525538 PMCID: PMC1735270 DOI: 10.1136/jmg.40.1.25] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Head and neck squamous cell carcinomas (HNSCC) often metastasise to the cervical lymph nodes. It is known for HNSCC as well as other cancers that progression from normal tissue to primary tumour and finally to metastatic tumour is characterised by an accumulation of genetic mutations. DNA methylation, an epigenetic modification, can result in loss of gene function in cancer, similar to genetic mutations such as deletions and point mutations. We have investigated the DNA methylation phenotypes of both primary HNSCC and metastatic tumours from 13 patients using restriction landmark genomic scanning (RLGS). With this technique, we were able to assess the methylation status of an average of nearly 1300 CpG islands for each tumour. We observed that the number of CpG islands hypermethylated in metastatic tumours is significantly greater than what is found in the primary tumours overall, but not in every patient. Interestingly, the data also clearly show that many loci methylated in a patient's primary tumour are no longer methylated in the metastatic tumour of the same patient. Thus, even though metastatic HNSCC methylate a greater proportion of CpG islands than do the primary tumours, they do so at different subsets of loci. These data show an unanticipated variability in the methylation state of loci in primary and metastatic HNSCCs within the same patient. We discuss two possible explanations for how different epigenetic events might arise between the primary tumour and the metastatic tumour of a person.
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Affiliation(s)
- D J Smiraglia
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, and Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, USA.
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Smith-Sørensen B, Lind GE, Skotheim RI, Fosså SD, Fodstad Ø, Stenwig AE, Jakobsen KS, Lothe RA. Frequent promoter hypermethylation of the O6-Methylguanine-DNA Methyltransferase (MGMT) gene in testicular cancer. Oncogene 2002; 21:8878-84. [PMID: 12483540 DOI: 10.1038/sj.onc.1205978] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2002] [Revised: 07/09/2002] [Accepted: 08/13/2002] [Indexed: 11/09/2022]
Abstract
Testicular germ cell tumours are classified into two major histological subgroups, seminomas and nonseminomas. All tumours display several recurrent chromosomal aberrations, but few target genes have been identified. Previous studies have shown that genome-wide hypermethylation of CpG islands is significantly more prevalent in nonseminomas than in seminomas. We have studied two potential target genes in testicular cancer. A series of 70 tumours were analysed for methylation of CpG sites in the O(6)-methylguanine-DNA methyltransferase (MGMT) gene promoter, and in exon 1alpha of the cyclin-dependent kinase inhibitor 2A gene (CDKN2A). In addition, eight microsatellite markers within and flanking these genes at chromosome arms 10q and 9p, respectively, were analysed for allelic imbalances. Allele alterations were frequently seen at 9p loci (47 out of 70, 67%), but none of the tumours (none out of 55) showed methylation of CDKN2A. On the other hand, a high frequency of MGMT promoter methylation (32 out of 69, 46%) was found, as well as allelic imbalances at 10q markers (50 out of 70, 71%). A significantly higher methylation frequency was found in nonseminomas (24 out of 35, 69%) compared to seminomas (eight out of 33, 24%) (P=0.0003, Fisher's exact test). Immunohistochemical analysis of the MGMT protein in a subgroup (n=20) of the testicular tumours supported the hypothesis of gene silencing being the functional consequence of the promoter methylation. In summary, our data suggest that inactivation of MGMT contributes to development of nonseminomatous testicular cancer.
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Affiliation(s)
- B Smith-Sørensen
- Department of Tumour Biology, Institute for Cancer Research, The Norwegian Radium Hospital, 0310 Oslo, Norway
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Dai Z, Weichenhan D, Wu YZ, Hall JL, Rush LJ, Smith LT, Raval A, Yu L, Kroll D, Muehlisch J, Frühwald MC, de Jong P, Catanese J, Davuluri RV, Smiraglia DJ, Plass C. An AscI boundary library for the studies of genetic and epigenetic alterations in CpG islands. Genome Res 2002; 12:1591-8. [PMID: 12368252 PMCID: PMC187524 DOI: 10.1101/gr.197402] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Knudson's two-hit hypothesis postulates that genetic alterations in both alleles are required for the inactivation of tumor-suppressor genes. Genetic alterations include small or large deletions and mutations. Over the past years, it has become clear that epigenetic alterations such as DNA methylation are additional mechanisms for gene silencing. Restriction Landmark Genomic Scanning (RLGS) is a two-dimensional gel electrophoresis that assesses the methylation status of thousands of CpG islands. RLGS has been applied successfully to scan cancer genomes for aberrant DNA methylation patterns. So far, the majority of this work was done using NotI as the restriction landmark site. Here, we describe the development of RLGS using AscI as the restriction landmark site for genome-wide scans of cancer genomes. The availability of AscI as a restriction landmark for RLGS allows for scanning almost twice as many CpG islands in the human genome compared with using NotI only. We describe the development of an AscI-EcoRV boundary library that supports the cloning of novel methylated genes. Feasibility of this system is shown in three tumor types, medulloblastomas, lung cancers, and head and neck cancers. We report the cloning of 178 AscI RLGS fragments via two methods by use of this library.
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Affiliation(s)
- Zunyan Dai
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, USA
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Rush LJ, Plass C. Restriction landmark genomic scanning for DNA methylation in cancer: past, present, and future applications. Anal Biochem 2002; 307:191-201. [PMID: 12202234 DOI: 10.1016/s0003-2697(02)00033-7] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The field of molecular biology was revolutionized by the advent of gel electrophoresis. Restriction landmark genomic scanning (RLGS) is a type of two-dimensional electrophoresis employed in the genome-wide assessment of genomic alterations. RLGS has been used to study genetic and epigenetic changes in normal tissues, primary tumors, cancer cell lines, and various organisms such as mice, rats, hamsters, bacteria, and plants. An RLGS profile displays over 2000 radiolabeled restriction landmark sites in a single assay. When conducted with methylation-sensitive restriction enzymes whose sites are preferentially located in CpG island regulatory regions, RLGS becomes a very versatile tool for the investigation of both normal and aberrant methylation patterns. Early studies performed on tumor DNA were mainly descriptive in nature, essentially a catalogue of loci that were changed to varying degrees in different tumor types. Over time, as investigators have become more proficient with RLGS and have undertaken high-throughput studies, the need for efficient cloning, imaging, and analysis systems has become paramount. Current studies focus on identifying specific genes and pathways involved in deregulated methylation in cancer. As such, RLGS analysis of tumor samples has made tremendous contributions to our understanding of the role of DNA methylation in cancer. Future directions will take advantage of the abundant genomic sequence data available to link all of the RLGS loci to genes and create biologically relevant methylation profiles of cancer. This review discusses practical considerations of using RLGS as a genome scanning tool and the past, present, and future applications in cancer biology.
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Affiliation(s)
- Laura J Rush
- Department of Veterinary Biosciences, Division of Human Cancer Genetics, The Ohio State University, Columbus, OH 43210, USA.
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Smiraglia DJ, Plass C. The study of aberrant methylation in cancer via restriction landmark genomic scanning. Oncogene 2002; 21:5414-26. [PMID: 12154404 DOI: 10.1038/sj.onc.1205608] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Restriction landmark genomic scanning (RLGS) has been used to study DNA methylation in cancer for nearly a decade. The strong bias of RLGS for assessing the methylation state of CpG islands genome wide makes this an attractive technique to study both hypo- and hypermethylation of regions of the genome likely to harbor genes. RLGS has been used successfully to identify regions of hypomethylation, candidate tumor suppressor genes, correlations between hypermethylation events and clinical factors, and quantification of hypermethylation in a multitude of malignancies. This review will examine the major uses of RLGS in the study of aberrant methylation in cancer and discuss the significance of some of the findings.
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Affiliation(s)
- Dominic J Smiraglia
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, Ohio, OH 43210, USA.
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40
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French SW, Dawson DW, Miner MD, Doerr JR, Malone CS, Wall R, Teitell MA. DNA methylation profiling: a new tool for evaluating hematologic malignancies. Clin Immunol 2002; 103:217-30. [PMID: 12173296 DOI: 10.1006/clim.2002.5186] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Samuel W French
- Department of Pathology and Laboratory Medicine, UCLA School of Medicine, 675 Charles E. Young Dr. South, MRL 4-760, Los Angeles, CA 90095-1732, USA
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Abstract
Restriction landmark genome scanning (RLGS) is a quantitative approach that is uniquely suited for simultaneously assessing the methylation status of thousands of CpG islands. RLGS separates radiolabeled NotI fragments (or other CpG-containing restriction enzyme fragments) in two dimensions and allows distinction of single-copy CpG islands from multicopy CpG-rich sequences. The methylation sensitivity of the endonuclease activity of NotI provides the basis for differential methylation analysis, and NotI sites occur primarily in CpG islands and genes. RLGS has been used to identify novel imprinted genes, novel targets of DNA amplification and methylation in human cancer, and to identify deletion, methylation, and gene amplification in a mouse model of tumorigenesis. Such massively parallel analyses are critical for pattern recognition within and between tumor types, and for estimating the overall influence of CpG island methylation on the cancer cell genome. RLGS is also a useful method for integrating methylation analyses with high-resolution gene copy number analyses.
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Affiliation(s)
- Joseph F Costello
- University of California-San Francisco, San Francisco, CA 94115-0875, USA.
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Smiraglia DJ, Szymanska J, Kraggerud SM, Lothe RA, Peltomäki P, Plass C. Distinct epigenetic phenotypes in seminomatous and nonseminomatous testicular germ cell tumors. Oncogene 2002; 21:3909-16. [PMID: 12032829 DOI: 10.1038/sj.onc.1205488] [Citation(s) in RCA: 133] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2001] [Revised: 03/14/2002] [Accepted: 03/18/2002] [Indexed: 01/16/2023]
Abstract
The genetic nature of testicular germ cell tumors and the molecular mechanisms underlying the morphological and clinical differences between the two subtypes, seminomas and nonseminomas, remains unclear. Genetic studies show that both subtypes exhibit many of the same regional genomic disruptions, although the frequencies vary and few clear differences are found. We demonstrate significant epigenetic differences between seminomas and nonseminomas by restriction landmark genomic scanning. Seminomas show almost no CpG island methylation, in contrast to nonseminomas that show CpG island methylation at a level similar to other solid tumors. We find an average of 1.11% of CpG islands methylation in nonseminomas, but only 0.08% methylated in seminomas. Furthermore, we demonstrate that seminomas are more highly hypomethylated than nonseminomas throughout their genome. Since both subtypes are thought to arise from primordial germ cells, the epigenetic differences seen between these subtypes may reflect the normal developmental switch in primordial germ cells from an undermethylated genome to a normally methylated genome. We discuss these findings in relation to different developmental models for seminomatous and nonseminomatous testicular germ cell tumors.
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Affiliation(s)
- Dominic J Smiraglia
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, 420 West 12th Avenue, Columbus, OH 43210, USA.
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Hanash SM, Bobek MP, Rickman DS, Williams T, Rouillard JM, Kuick R, Puravs E. Integrating cancer genomics and proteomics in the post-genome era. Proteomics 2002. [DOI: 10.1002/1615-9861(200201)2:1<69::aid-prot69>3.0.co;2-8] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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44
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Frühwald MC, Plass C. Global and gene-specific methylation patterns in cancer: aspects of tumor biology and clinical potential. Mol Genet Metab 2002; 75:1-16. [PMID: 11825059 DOI: 10.1006/mgme.2001.3265] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Heritable alterations of DNA that do not affect the base pair sequence itself but nevertheless regulate the predetermined activity of genes are referred to as epigenetic. Epigenetic mechanisms comprise diverse phenomena including stable feedback loops, nuclear compartmentalization, differential replication timing, heritable chromatin structures, and, foremost, DNA cytosine methylation (1-3). DNA cytosine methylation has recently gained major attention in the field of basic molecular biology as well as in studies of human diseases including cancer. Changes in DNA methylation patterns in human malignancies have been shown to contribute to carcinogenesis in multiple ways. Both hypo- and hypermethylation events have been described in various neoplasias leading to chromosomal instability and transcriptional gene silencing. DNA methylation research has entered the clinical arena and methylation patterns have become a major focus of clinicians seeking novel prognostic factors and therapeutic targets. The following minireview covers aspects of the basic molecular biology of DNA methylation and summarizes its importance in human cancers.
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Affiliation(s)
- Michael C Frühwald
- Klinik und Poliklinik für Kinderheilkunde, Universitätsklinikum Münster, Albert-Schweitzer-Strasse 33, 48149 Münster, Germany.
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45
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Frühwald MC, O'Dorisio MS, Dai Z, Tanner SM, Balster DA, Gao X, Wright FA, Plass C. Aberrant promoter methylation of previously unidentified target genes is a common abnormality in medulloblastomas--implications for tumor biology and potential clinical utility. Oncogene 2001; 20:5033-42. [PMID: 11526488 DOI: 10.1038/sj.onc.1204613] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2000] [Revised: 05/08/2001] [Accepted: 05/09/2001] [Indexed: 11/08/2022]
Abstract
Medulloblastomas exhibit an array of diverse cytogenetic abnormalities. To evaluate the significance of epigenetic rather than genetic lesions in medulloblastomas and other primitive neuroectodermal tumors (PNETs) of the childhood CNS we performed a systematic analysis of gene specific and global methylation. Methylation-specific PCR detected no methylation for p15(INK4B), von Hippel Lindau and TP53 and only limited methylation for E-Cadherin and p16(INK4A) in tumors. The cell lines Daoy and MHH-PNET-5 in which the p16(INK4A) promoter was methylated did not express the gene, but demonstrated abnormalities by SSCP. Immunohistochemistry for p16 was negative in all examined normal cerebella and medulloblastomas. Using the technique of Restriction Landmark Genomic Scanning we detected methylation affecting up to 1% of all CpG islands in primary MB/PNETs and 6% in MB cell lines. Methylation patterns differed between medulloblastomas and PNETs. Examination of several methylated sequences revealed homologies to known genes and expressed sequences. Analysis of survival data identified seven of 30 hypermethylated sequences significantly correlating with poor prognosis. We suggest that DNA hypermethylation has an outstanding potential for the identification of novel tumor suppressors as well as diagnostic and therapeutic targets in MBs and other PNETs of the CNS.
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Affiliation(s)
- M C Frühwald
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, Columbus, OH 43210, USA.
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46
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Rouillard JM, Erson AE, Kuick R, Asakawa J, Wimmer K, Muleris M, Petty EM, Hanash S. Virtual genome scan: a tool for restriction landmark-based scanning of the human genome. Genome Res 2001; 11:1453-9. [PMID: 11483587 PMCID: PMC311067 DOI: 10.1101/gr.181601] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
There is substantial interest in implementing technologies that allow comparisons of whole genomes of individuals and of tissues and cell populations. Restriction landmark genome scanning (RLGS) is a highly resolving gel-based technique in which several thousand fragments in genomic digests are visualized simultaneously and quantitatively analyzed. The widespread use of RLGS has been hampered by difficulty in deriving sequence information for displayed fragments and a lack of whole-genome sequence-based framework for interpreting RLGS patterns. We have developed informatics tools for comparisons of sample derived RLGS patterns with patterns predicted from the human genome sequence and displayed as Virtual Genome Scans (VGS). The tools developed allow sequence prediction of fragments in RLGS patterns obtained with different restriction enzyme combinations. The utility of VGS is demonstrated by the identification of restriction fragment length polymorphisms, and of amplifications, deletions, and methylation changes in tumor-derived CpG islands and the characterization of an amplified region in a breast tumor that spanned <230 kb on 17q23.
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Affiliation(s)
- J M Rouillard
- Department of Pediatrics, University of Michigan, Ann Arbor 48109, USA
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47
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Dai Z, Lakshmanan RR, Zhu WG, Smiraglia DJ, Rush LJ, Frühwald MC, Brena RM, Li B, Wright FA, Ross P, Otterson GA, Plass C. Global methylation profiling of lung cancer identifies novel methylated genes. Neoplasia 2001; 3:314-23. [PMID: 11571631 PMCID: PMC1505864 DOI: 10.1038/sj.neo.7900162] [Citation(s) in RCA: 65] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2001] [Accepted: 04/26/2001] [Indexed: 12/25/2022] Open
Abstract
Epigenetic changes, including DNA methylation, are a common finding in cancer. In lung cancers methylation of cytosine residues may affect tumor initiation and progression in several ways, including the silencing of tumor suppressor genes through promoter methylation and by providing the targets for adduct formation of polycyclic aromatic hydrocarbons present in combustion products of cigarette smoke. Although the importance of aberrant DNA methylation is well established, the extent of DNA methylation in lung cancers has never been determined. Restriction landmark genomic scanning (RLGS) is a highly reproducible two-dimensional gel electrophoresis that allows the determination of the methylation status of up to 2000 promoter sequences in a single gel. We selected 1184 CpG islands for RLGS analysis and determined their methylation status in 16 primary non-small cell lung cancers. Some tumors did not show methylation whereas others showed up to 5.3% methylation in all CpG islands of the profile. Cloning of 21 methylated loci identified 11 genes and 6 ESTs. We demonstrate that methylation is part of the silencing process of BMP3B in primary tumors and lung cancer cell lines.
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Affiliation(s)
- Zunyan Dai
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH
- Department of Pathology, The Ohio State University, Columbus, OH
| | - Romola R Lakshmanan
- Division of Hematology/Oncology, Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Wei-Guo Zhu
- Division of Hematology/Oncology, Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Dominic J Smiraglia
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH
| | - Laura J Rush
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH
| | - Michael C Frühwald
- Westfälische Wilhelms-Universität Münster, Klinik und Poliklinik für Kinderheilkunde-Pädiatrische Hämatologie/Onkologie, Münster, Germany
| | - Romulo M Brena
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH
- Department of Molecular Genetics and the Comprehensive Cancer Center, The Ohio State University, Columbus, OH
| | - Bin Li
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH
| | - Fred A Wright
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH
| | - Patrick Ross
- Department of Clinical Surgery, The Ohio State University, Columbus, OH
| | - Gregory A Otterson
- Division of Hematology/Oncology, Department of Internal Medicine, The Ohio State University, Columbus, OH
| | - Christoph Plass
- Division of Human Cancer Genetics, Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University, Columbus, OH
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Abstract
DNA methylation is not just for basic scientists any more. There is a growing awareness in the medical field that having the correct pattern of genomic methylation is essential for healthy cells and organs. If methylation patterns are not properly established or maintained, disorders as diverse as mental retardation, immune deficiency, and sporadic or inherited cancers may follow. Through inappropriate silencing of growth regulating genes and simultaneous destabilisation of whole chromosomes, methylation defects help create a chaotic state from which cancer cells evolve. Methylation defects are present in cells before the onset of obvious malignancy and therefore cannot be explained simply as a consequence of a deregulated cancer cell. Researchers are now able to detect with exquisite sensitivity the cells harbouring methylation defects, sometimes months or years before the time when cancer is clinically detectable. Furthermore, aberrant methylation of specific genes has been directly linked with the tumour response to chemotherapy and patient survival. Advances in our ability to observe the methylation status of the entire cancer cell genome have led us to the unmistakable conclusion that methylation abnormalities are far more prevalent than expected. This methylomics approach permits the integration of an ever growing repertoire of methylation defects with the genetic alterations catalogued from tumours over the past two decades. Here we discuss the current knowledge of DNA methylation in normal cells and disease states, and how this relates directly to our current understanding of the mechanisms by which tumours arise.
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Affiliation(s)
- J F Costello
- The Brain Tumor Research Center and the Department of Neurological Surgery, University of California, 2340 Sutter, Room N261, San Francisco, San Francisco, CA 94143-0875, USA.
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Costello JF, Plass C, Cavenee WK. Aberrant methylation of genes in low-grade astrocytomas. Brain Tumor Pathol 2001; 17:49-56. [PMID: 11210171 DOI: 10.1007/bf02482735] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The underlying basis of the malignant progression of astrocytomas is a specific and cumulative series of genetic alterations, most of which are confined to high-grade tumors. In contrast, a proportion of low-grade astrocytomas have a relatively normal-appearing genome when examined with standard genetic screening methods. These methods do not detect epigenetic events such as aberrant methylation of CpG island, which result in transcriptional silencing of important cancer genes. To determine if aberrant methylation is involved in the early stages of astrocytoma development, we assessed the methylation status of 1,184 genes in each of 14 low-grade astrocytomas using restriction landmark genome scanning (RLGS). The results showed nonrandom and astrocytoma-specific patterns of aberrantly methylated genes. We estimate that an average of 1,544 CpG island-associated genes (range, 38 to 3,731) of the approximately 45,000 in the genome are aberrantly methylated in each tumor. Expression of a significant proportion of the genes could be reactivated by 5-aza-2-deoxycytidine-induced demethylation in cultured glioma cell lines. The data suggest that aberrant methylation of genes is more prevalent than genetic alterations and may have consequences for the development of low-grade astrocytomas.
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Affiliation(s)
- J F Costello
- University of California-San Francisco, The Brain Tumor Research Center, USA.
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50
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Frühwald MC, O'Dorisio MS, Rush LJ, Reiter JL, Smiraglia DJ, Wenger G, Costello JF, White PS, Krahe R, Brodeur GM, Plass C. Gene amplification in PNETs/medulloblastomas: mapping of a novel amplified gene within the MYCN amplicon. J Med Genet 2000; 37:501-9. [PMID: 10882752 PMCID: PMC1734623 DOI: 10.1136/jmg.37.7.501] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES The pathological entity of primitive neuroectodermal tumour/medulloblastoma (PNET/MB) comprises a very heterogeneous group of neoplasms on a clinical as well as on a molecular level. We evaluated the importance of DNA amplification in medulloblastomas and other primitive neuroectodermal tumours (PNETs) of the CNS. METHOD Restriction landmark genomic scanning (RLGS), a method that allows the detection of low level amplification, was used. RLGS provides direct access to DNA sequences circumventing positional cloning efforts. Furthermore, we analysed several samples by CGH. DESIGN Twenty primary medulloblastomas, five supratentorial PNETs, and five medulloblastoma cell lines were studied. RESULTS Although our analysis confirms that gene amplification is generally a rare event in childhood PNET/MB, we found a total of 17 DNA fragments that were amplified in seven different tumours. Cloning and sequencing of several of these fragments confirmed the previous finding of MYC amplification in the cell line D341 Med and identified novel DNA sequences amplified in PNET/MB. We describe for the first time amplification of the novel gene, NAG, in a subset of PNET/MB. Despite genomic amplification, NAG was not overexpressed in the tumours studied. We have determined that NAG maps less than 50 kb 5' of DDX1 and approximately 400 kb telomeric of MYCN on chromosome 2p24. CONCLUSION We found a similar but slightly higher frequency of amplification than previously reported. We present several DNA fragments that may belong to the CpG islands of novel genes amplified in a small subset of PNET/MB. As an example we describe for the first time the amplification of NAG in the MYCN amplicon in PNET/MB.
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MESH Headings
- Blotting, Northern
- Blotting, Southern
- Brain Neoplasms/genetics
- Brain Neoplasms/pathology
- Cerebellar Neoplasms/genetics
- Cerebellar Neoplasms/pathology
- Child
- Child, Preschool
- Chromosomes, Artificial, Yeast
- Contig Mapping
- CpG Islands
- DNA Mutational Analysis
- DNA, Neoplasm/analysis
- Expressed Sequence Tags
- Female
- Gene Amplification
- Genes, myc/genetics
- Humans
- Male
- Medulloblastoma/genetics
- Medulloblastoma/pathology
- Neoplasm Proteins/genetics
- Neuroectodermal Tumors, Primitive/genetics
- Organ Specificity
- Polymerase Chain Reaction
- Polymorphism, Genetic
- Tumor Cells, Cultured
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Affiliation(s)
- M C Frühwald
- Division of Pediatric Hematology and Oncology, The Ohio State University and the Comprehensive Cancer Center, Columbus 43210, USA.
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