101
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Zhang Y, Liu T, Yan P, Huang T, DeWille J. Identification and characterization of CCAAT/Enhancer Binding proteindelta (C/EBPdelta) target genes in G0 growth arrested mammary epithelial cells. BMC Mol Biol 2008; 9:83. [PMID: 18828910 PMCID: PMC2576343 DOI: 10.1186/1471-2199-9-83] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2008] [Accepted: 10/01/2008] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND CCAAT/Enhancer Binding Proteindelta (C/EBPdelta) is a member of the highly conserved C/EBP family of leucine zipper (bZIP) proteins. C/EBPdelta is highly expressed in G0 growth arrested mammary epithelial cells (MECs) and "loss of function" alterations in C/EBPdelta have been associated with impaired contact inhibition, increased genomic instability and increased cell migration. Reduced C/EBPdelta expression has also been reported in breast cancer and acute myeloid leukemia (AML). C/EBPdelta functions as a transcriptional activator, however, only a limited number of C/EBPdelta target genes have been reported. As a result, the role of C/EBPdelta in growth control and the potential mechanisms by which "loss of function" alterations in C/EBPdelta contribute to tumorigenesis are poorly understood. The goals of the present study were to identify C/EBPdelta target genes using Chromatin Immunoprecipitation coupled with a CpG Island (HCG12K) Array gene chip ("ChIP-chip") assay and to assess the expression and potential functional roles of C/EBPdelta target genes in growth control. RESULTS ChIP-chip assays identified approximately 100 C/EBPdelta target gene loci which were classified by gene ontology (GO) into cell adhesion, cell cycle regulation, apoptosis, signal transduction, intermediary metabolism, gene transcription, DNA repair and solute transport categories. Conventional ChIP assays validated the ChIP-chip results and demonstrated that 14/14 C/EBPdelta target loci were bound by C/EBPdelta in G0 growth arrested MCF-12A MECs. Gene-specific RT-PCR analysis also demonstrated C/EBPdelta-inducible expression of 14/14 C/EBPdelta target genes in G0 growth arrested MCF-12A MECs. Finally, expression of endogenous C/EBPdelta and selected C/EBPdelta target genes was also demonstrated in contact-inhibited G0 growth arrested nontransformed human MCF-10A MECs and in mouse HC11 MECs. The results demonstrate consistent activation and downstream function of C/EBPdelta in growth arrested human and murine MECs. CONCLUSION C/EBPdelta target genes were identified by a global gene array approach and classified into functional categories that are consistent with biological contexts in which C/EBPdelta is induced, such as contact-mediated G0 growth arrest, apoptosis, metabolism and inflammation. The identification and validation of C/EBPdelta target genes provides new insights into the mechanistic role of C/EBPdelta in mammary epithelial cell biology and sheds new light on the potential impact of "loss of function" alterations in C/EBPdelta in tumorigenesis.
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Affiliation(s)
- Yingjie Zhang
- Department of Veterinary Biosciences, Ohio State University, 1925 Coffey Road, Columbus, OH 43210, USA
| | - Tong Liu
- Department of Veterinary Biosciences, Ohio State University, 1925 Coffey Road, Columbus, OH 43210, USA
| | - Pearlly Yan
- Department of Molecular Virology, Immunology and Medical Genetics, Ohio State University, 1645 Neil Avenue, Columbus, OH 43210, USA
| | - Tim Huang
- Department of Molecular Virology, Immunology and Medical Genetics, Ohio State University, 1645 Neil Avenue, Columbus, OH 43210, USA
- Molecular Biology and Cancer Genetics Program, Ohio State University, Comprehensive Cancer Center, Columbus, OH, USA
| | - Jim DeWille
- Department of Veterinary Biosciences, Ohio State University, 1925 Coffey Road, Columbus, OH 43210, USA
- Molecular Biology and Cancer Genetics Program, Ohio State University, Comprehensive Cancer Center, Columbus, OH, USA
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102
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Shieh TM, Tu HF, Ku TH, Chang SS, Chang KW, Liu CJ. Association between lysyl oxidase polymorphisms and oral submucous fibrosis in older male areca chewers. J Oral Pathol Med 2008; 38:109-13. [PMID: 18764858 DOI: 10.1111/j.1600-0714.2008.00695.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVE Areca use is the major cause for oral squamous cell carcinoma and oral submucous fibrosis (OSF) in South Asians. Lysyl oxidase (LOX) is a copper-activated enzyme critical for collagen cross-linking and organization of extracellular matrix. The presence of a G to A polymorphism at nucleotide 473 caused a non-conservative Arg158Gln change in the LOX amino acid sequence. OSF is a precancerous lesions characterized by the accumulation of collagen in oral submucosa. The aim of this study was to investigate the relationship between LOX Arg158Gln polymorphism and the risk of OSF. METHOD PCR-restriction fragment length polymorphisms and direct sequencing was utilized to compare LOX polymorphic allelotype in male areca-chewing controls (n = 216) and OSF (n = 83) patients. RESULTS There was a borderline of statistically significant difference in Arg158Gln genotype lying between control and OSF patients. However, the G/A+A/A of LOX Arg158Gln in OSF patients older than 50 year was statistically significantly higher than controls older than 50 year (odd's ratio: 4.48; 95% CI = 1.58-12.67). CONCLUSION The elder OSF patients were increased in LOX Arg158Gln. Our findings may suggest a potential application in risk population selection using LOX polymorphism for preventive intervention of OSF genesis in a subset of areca chewers.
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Affiliation(s)
- Tzong-Ming Shieh
- Institute of Oral Biology, School of Dentistry, National Yang-Ming University, Taipei, Taiwan
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103
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Dependence of invadopodia function on collagen fiber spacing and cross-linking: computational modeling and experimental evidence. Biophys J 2008; 95:2203-18. [PMID: 18515372 DOI: 10.1529/biophysj.108.133199] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Invadopodia are subcellular organelles thought to be critical for extracellular matrix (ECM) degradation and the movement of cells through tissues. Here we examine invadopodia generation, turnover, and function in relation to two structural aspects of the ECM substrates they degrade: cross-linking and fiber density. We set up a cellular automaton computational model that simulates ECM penetration and degradation by invadopodia. Experiments with denatured collagen (gelatin) were used to calibrate the model and demonstrate the inhibitory effect of ECM cross-linking on invadopodia degradation and penetration. Incorporation of dynamic invadopodia behavior into the model amplified the effect of cross-linking on ECM degradation, and was used to model feedback from the ECM. When the model was parameterized with spatial fibrillar dimensions that closely matched the organization, in real life, of native ECM collagen into triple-helical monomers, microfibrils, and macrofibrils, little or no inhibition of invadopodia penetration was observed in simulations of sparse collagen gels, no matter how high the degree of cross-linking. Experimental validation, using live-cell imaging of invadopodia in cells plated on cross-linked gelatin, was consistent with simulations in which ECM cross-linking led to higher rates of both invadopodia retraction and formation. Analyses of invadopodia function from cells plated on cross-linked gelatin and collagen gels under standard concentrations were consistent with simulation results in which sparse collagen gels provided a weak barrier to invadopodia. These results suggest that the organization of collagen, as it may occur in stroma or in vitro collagen gels, forms gaps large enough so as to have little impact on invadopodia penetration/degradation. By contrast, dense ECM, such as gelatin or possibly basement membranes, is an effective obstacle to invadopodia penetration and degradation, particularly when cross-linked. These results provide a novel framework for further studies on ECM structure and modifications that affect invadopodia and tissue invasion by cells.
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104
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Lysyl oxidase (LOX) mRNA expression and genes of the differentiated osteoblastic phenotype are upregulated in human osteosarcoma cells by suramin. Cancer Lett 2008; 265:45-54. [PMID: 18374478 DOI: 10.1016/j.canlet.2008.02.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2007] [Revised: 01/31/2008] [Accepted: 02/03/2008] [Indexed: 12/12/2022]
Abstract
It is well known that suramin influences proliferation and differentiation of tumour cells. To study whether and how suramin effects osteosarcoma (OS) cells, proliferation, differentiation, LOX mRNA expression and telomerase activity (TA) was analysed in the human MG-63 and U-2 OS, and the rat UMR-106 OS cell lines. Data show that suramin inhibited proliferation in the human cell lines and upregulated alkaline phosphatase activity. TA was attenuated in the human cells while in UMR-106 it was not changed. In UMR-106 suramin had no influence on osteocalcin and LOX expression, in the human cells however, both genes were upregulated.
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105
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Nakajima T, Enomoto S, Ushijima T. DNA methylation: a marker for carcinogen exposure and cancer risk. Environ Health Prev Med 2007. [PMID: 19568874 DOI: 10.1007/s12199-007-0005.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Cancers arise as a consequence of multiple genetic and epigenetic alterations. Many genes aberrantly methylated in cancers have been identified in recent years, and their use in cancer diagnosis and therapy is currently under investigation. During our genome-wide screening for a novel tumor-suppressor gene in gastric cancers, we found that only a small amount of aberrant methylation was present, even in non-cancerous gastric mucosae. A subsequent large-scale analysis of the gastric mucosae of healthy individuals and gastric cancer patients using quantitative methylation-specific PCR (qMSP) revealed that Helicobacter pylori infection potently induced aberrant DNA methylation in non-cancerous gastric mucosae and that these high methylation levels can decrease following cessation of the H. pylori infection. Helicobacter pylori infection induced the methylation of specific genes among 48 genes that can be methylated in gastric cancer cell lines. Most importantly, the methylation levels in the gastric mucosae of individuals without H. pylori infection correlated with their risk of gastric cancer. These findings show that a field for cancerization is formed by H. pylori infection and that this field can be measured using DNA methylation as a marker. The concept of an "epigenetic field for cancerization" has been also demonstrated for colon and breast cancers, and it is possibly present for other cancers and other diseases. Applied knowledge of epigenetic changes in human diseases has now started to make an impact on the prevention, diagnostics, and therapeutics of these diseases.
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Affiliation(s)
- Takeshi Nakajima
- Carcinogenesis Division, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
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106
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DNA methylation: a marker for carcinogen exposure and cancer risk. Environ Health Prev Med 2007; 13:8-15. [PMID: 19568874 DOI: 10.1007/s12199-007-0005-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2007] [Accepted: 08/24/2007] [Indexed: 12/27/2022] Open
Abstract
Cancers arise as a consequence of multiple genetic and epigenetic alterations. Many genes aberrantly methylated in cancers have been identified in recent years, and their use in cancer diagnosis and therapy is currently under investigation. During our genome-wide screening for a novel tumor-suppressor gene in gastric cancers, we found that only a small amount of aberrant methylation was present, even in non-cancerous gastric mucosae. A subsequent large-scale analysis of the gastric mucosae of healthy individuals and gastric cancer patients using quantitative methylation-specific PCR (qMSP) revealed that Helicobacter pylori infection potently induced aberrant DNA methylation in non-cancerous gastric mucosae and that these high methylation levels can decrease following cessation of the H. pylori infection. Helicobacter pylori infection induced the methylation of specific genes among 48 genes that can be methylated in gastric cancer cell lines. Most importantly, the methylation levels in the gastric mucosae of individuals without H. pylori infection correlated with their risk of gastric cancer. These findings show that a field for cancerization is formed by H. pylori infection and that this field can be measured using DNA methylation as a marker. The concept of an "epigenetic field for cancerization" has been also demonstrated for colon and breast cancers, and it is possibly present for other cancers and other diseases. Applied knowledge of epigenetic changes in human diseases has now started to make an impact on the prevention, diagnostics, and therapeutics of these diseases.
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107
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Enomoto S, Maekita T, Tsukamoto T, Nakajima T, Nakazawa K, Tatematsu M, Ichinose M, Ushijima T. Lack of association between CpG island methylator phenotype in human gastric cancers and methylation in their background non-cancerous gastric mucosae. Cancer Sci 2007; 98:1853-61. [PMID: 17900260 PMCID: PMC11158991 DOI: 10.1111/j.1349-7006.2007.00625.x] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2007] [Revised: 08/21/2007] [Accepted: 08/21/2007] [Indexed: 12/11/2022] Open
Abstract
The presence of high levels of aberrant DNA methylation in gastric mucosae correlates with risk of gastric cancer. Some gastric cancers are known to have methylation of multiple CpG islands (CGI), which is referred to as the CGI methylator phenotype (CIMP). In the present study, we aimed to clarify the possible association between the CIMP in cancers and high methylation levels in their background mucosae by accurate quantitative methylation analysis of 14 carefully selected promoter CGI. Methylation levels were measured in 66 cancers and their background mucosae, along with 19 normal mucosae of healthy volunteers. Methylation in cancers was classified as absent (methylation level = 0%) or positive. The number of methylated CGI in a cancer showed a continuous distribution, and cancers were classified as CIMP high (21 cases), CIMP low (30 cases), or CIMP negative (15 cases). CIMP-high gastric cancer patients had significantly better survival rates than CIMP-negative patients. Of the Epstein-Barr virus-positive gastric cancers studied, eight out of nine presented as CIMP high. Methylation in background mucosae showed a unimodal distribution, and was assessed by their degree. The gastric mucosae of cancer patients showed higher levels than normal gastric mucosae of healthy volunteers. Finally, the CIMP-high, CIMP-low, and CIMP-negative statuses in cancers were not associated with methylation levels of individual genes and their means in the background mucosae. These showed that the CIMP statuses in gastric cancers had no association with methylation levels in the background gastric mucosae.
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Affiliation(s)
- Shotaro Enomoto
- Carcinogenesis Division, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
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108
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Shieh TM, Lin SC, Liu CJ, Chang SS, Ku TH, Chang KW. Association of expression aberrances and genetic polymorphisms of lysyl oxidase with areca-associated oral tumorigenesis. Clin Cancer Res 2007; 13:4378-85. [PMID: 17671119 DOI: 10.1158/1078-0432.ccr-06-2685] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Areca nut use is the major cause of oral squamous cell carcinoma (OSCC) in Southern Asians. Areca nut contains a high level of free copper ions. Lysyl oxidase (LOX) is a copper-activated enzyme critical for extracellular matrix organization. Contradictory evidence has been put forward to suggest that LOX may be either an oncogenic or a suppressive element. This study investigated the oncogenic significance of LOX in areca-associated OSCC. EXPERIMENTAL DESIGN The expression assays and polymorphism analysis were done to know the clinicopathologic implications of LOX status in OSCC. Knockdown and overexpression experiments were conducted to know the phenotypic effects of LOX on OSCC cells. RESULTS Up-regulation of LOX mRNA and LOX protein expression in OSCCs relative to adjacent oral mucosa was found. Precancerous lesions had the highest LOX mRNA expression. Areca nut extract up-regulated LOX expression in oral epithelial cells. Knockdown of LOX induced cellular migration and invasion, but it reduced the anchorage-independent growth and xenographic tumorigenesis of OSCC cells. The reduction of migration and invasion by LOX overexpression was partially rescued by blockage of LOX activity. The Arg158Gln polymorphism was associated with earlier clinical stage of OSCC. Wild-type LOX overexpression induced anchorage-independent growth in OSCC cells, but this was not for LOXArg158Gln overexpression. CONCLUSION LOX exerts oncogenic roles in areca-associated OSCC. This potential could be affected by the existence of LOX propeptide domain or genetic polymorphism.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Animals
- Areca/chemistry
- Carcinoma, Squamous Cell/chemically induced
- Carcinoma, Squamous Cell/enzymology
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/prevention & control
- Cell Movement
- Cell Transformation, Neoplastic
- Gene Expression Regulation, Neoplastic
- Humans
- Keratinocytes/cytology
- Keratinocytes/drug effects
- Keratinocytes/metabolism
- Male
- Mice
- Mice, Nude
- Middle Aged
- Mouth Mucosa/drug effects
- Mouth Mucosa/metabolism
- Mouth Neoplasms/chemically induced
- Mouth Neoplasms/enzymology
- Mouth Neoplasms/genetics
- Mouth Neoplasms/prevention & control
- Neoplasm Invasiveness/pathology
- Plant Extracts/toxicity
- Polymorphism, Genetic
- Protein-Lysine 6-Oxidase/antagonists & inhibitors
- Protein-Lysine 6-Oxidase/genetics
- Protein-Lysine 6-Oxidase/metabolism
- RNA, Messenger/metabolism
- RNA, Small Interfering/pharmacology
- Tissue Array Analysis
- Transplantation, Heterologous
- Tumor Cells, Cultured
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Affiliation(s)
- Tzong-Ming Shieh
- Institute of Oral Biology, School of Dentistry, National Yang-Ming University, Taipei, Taiwan
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109
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Calvisi DF, Ladu S, Gorden A, Farina M, Lee JS, Conner EA, Schroeder I, Factor VM, Thorgeirsson SS. Mechanistic and prognostic significance of aberrant methylation in the molecular pathogenesis of human hepatocellular carcinoma. J Clin Invest 2007. [PMID: 17717605 DOI: 10.1172/jci31457ds1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide, accounting for an estimated 600,000 deaths annually. Aberrant methylation, consisting of DNA hypomethylation and/or promoter gene CpG hypermethylation, is implicated in the development of a variety of solid tumors, including HCC. We analyzed the global levels of DNA methylation as well as the methylation status of 105 putative tumor suppressor genes and found that the extent of genome-wide hypomethylation and CpG hypermethylation correlates with biological features and clinical outcome of HCC patients. We identified activation of Ras and downstream Ras effectors (ERK, AKT, and RAL) due to epigenetic silencing of inhibitors of the Ras pathway in all HCC. Further, selective inactivation of SPRY1 and -2, DAB2, and SOCS4 and -5 genes and inhibitors of angiogenesis (BNIP3, BNIP3L, IGFBP3, and EGLN2) was associated with poor prognosis. Importantly, several epigenetically silenced putative tumor suppressor genes found in HCC were also inactivated in the nontumorous liver. Our results assign both therapeutic and chemopreventive significance to methylation patterns in human HCC and open the possibility of using molecular targets, including those identified in this study, to effectively inhibit HCC development and progression.
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Affiliation(s)
- Diego F Calvisi
- Laboratory of Experimental Carcinogenesis, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland 20892-4262, USA
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110
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Calvisi DF, Ladu S, Gorden A, Farina M, Lee JS, Conner EA, Schroeder I, Factor VM, Thorgeirsson SS. Mechanistic and prognostic significance of aberrant methylation in the molecular pathogenesis of human hepatocellular carcinoma. J Clin Invest 2007; 117:2713-22. [PMID: 17717605 PMCID: PMC1950459 DOI: 10.1172/jci31457] [Citation(s) in RCA: 305] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2007] [Accepted: 06/12/2007] [Indexed: 12/13/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide, accounting for an estimated 600,000 deaths annually. Aberrant methylation, consisting of DNA hypomethylation and/or promoter gene CpG hypermethylation, is implicated in the development of a variety of solid tumors, including HCC. We analyzed the global levels of DNA methylation as well as the methylation status of 105 putative tumor suppressor genes and found that the extent of genome-wide hypomethylation and CpG hypermethylation correlates with biological features and clinical outcome of HCC patients. We identified activation of Ras and downstream Ras effectors (ERK, AKT, and RAL) due to epigenetic silencing of inhibitors of the Ras pathway in all HCC. Further, selective inactivation of SPRY1 and -2, DAB2, and SOCS4 and -5 genes and inhibitors of angiogenesis (BNIP3, BNIP3L, IGFBP3, and EGLN2) was associated with poor prognosis. Importantly, several epigenetically silenced putative tumor suppressor genes found in HCC were also inactivated in the nontumorous liver. Our results assign both therapeutic and chemopreventive significance to methylation patterns in human HCC and open the possibility of using molecular targets, including those identified in this study, to effectively inhibit HCC development and progression.
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Affiliation(s)
- Diego F. Calvisi
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Sara Ladu
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Alexis Gorden
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Miriam Farina
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Ju-Seog Lee
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Elizabeth A. Conner
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Insa Schroeder
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Valentina M. Factor
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
| | - Snorri S. Thorgeirsson
- Laboratory of Experimental Carcinogenesis, Center for Cancer
Research, National Cancer Institute, NIH, Bethesda, Maryland, USA.
Department of Biomedical Sciences, Division of Experimental
Pathology and Oncology, University of Sassari, Sassari, Italy
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111
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Napieralski R, Ott K, Kremer M, Becker K, Boulesteix AL, Lordick F, Siewert JR, Höfler H, Keller G. Methylation of tumor-related genes in neoadjuvant-treated gastric cancer: relation to therapy response and clinicopathologic and molecular features. Clin Cancer Res 2007; 13:5095-102. [PMID: 17785563 DOI: 10.1158/1078-0432.ccr-07-0241] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
PURPOSE The objective of this study was to analyze the hypermethylation of tumor-related gene promoters for an association with therapy response and clinicopathologic features of neoadjuvant-treated gastric cancer patients. Furthermore, we analyzed the relationship of promoter hypermethylation with microsatellite instability and loss of heterozygosity (LOH) of the tumors. EXPERIMENTAL DESIGN Pretherapeutic biopsies of 61 patients, subsequently treated with cisplatin and 5-fluorouracil, were studied. Methylation analysis of six gene promoters was done using MethyLight technology. Microsatellite analysis was mainly done in previous studies. RESULTS The methylation frequencies for the analyzed genes were MGMT, 44%; LOX, 53%; p16, 46%, E-cadherin, 30%; 14-3-3sigma, 69%; and HPP1, 82%. Concordant methylation of more than three genes was found in 46% of the tumors and was inversely correlated with the LOH rate (P = 9 x 10(-5)) and associated with female gender (P = 0.049), nonintestinal type tumors (P = 0.04), and a nonproximal tumor location (P = 0.003). No statistically significant association between the methylation of a single gene or the concordant methylation of multiple genes was found with response or survival. However, patients with none or only one methylated gene showed a trend for an increase in survival (5-year survival rate, 83% versus 35%; P = 0.067). CONCLUSION The highly significant inverse correlation of promoter methylation and LOH rate reflects major alternative molecular pathways in gastric carcinogenesis. Methylation was not statistically significantly associated with the response to cisplatin/5-fluorouracil-based therapy. However, a concordant methylation of more than three genes defines subgroups of gastric cancer with distinct biological and genetic characteristics.
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Affiliation(s)
- Rudolf Napieralski
- Department of Pathology, Technische Universität München, Munich, Germany
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112
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Liu S, Ren S, Howell P, Fodstad O, Riker AI. Identification of novel epigenetically modified genes in human melanoma via promoter methylation gene profiling. Pigment Cell Melanoma Res 2007; 21:545-58. [PMID: 18627528 DOI: 10.1111/j.1755-148x.2008.00484.x] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The inactivation of tumor-related genes through the aberrant methylation of promoter CpG islands is thought to contribute to tumor initiation and progression. We therefore investigated promoter methylation events involved in cutaneous melanoma by screening 30 genes of interest for evidence of promoter hypermethylation, examining 20 melanoma cell lines and 40 freshly procured melanoma samples. Utilizing quantitative methylation-specific PCR, we identified five genes (SOCS1, SOCS2, RAR-beta 2, TNFSF10C, and TNFSF10D) with hypermethylation frequencies ranging from 50% to 80% in melanoma cell lines as well as freshly procured tissue samples. Eighteen genes (LOX, RASSF1A, WFDC1, TM, APC, TFPI2, TNFSF10A, CDKN2A, MGMT, TIMP3, ASC, TPM1, IRF8, CIITA-PIV, CDH1, SYK, HOXB13, and DAPK1) were methylated at lower frequencies (2-30%). Two genes (CDKN1B and PTEN), previously reported as methylated in melanoma, and five other genes (RECK, IRF7, PAWR, TNFSF10B, and Rb) were not methylated in the samples screened here. Daughter melanoma cell lines showed identical methylation patterns when compared with original samples from which they were derived, as did synchronous metastatic lesions from the same patient. We identified four genes (TNFSF10C, TNFSF10D, LOX, and TPM1) that have never before been identified as hypermethylated in melanoma, with an overall methylation frequency of 60, 80, 50, and 10%, respectively, hypothesizing that these genes may play an important role in melanoma progression.
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Affiliation(s)
- Suhu Liu
- Mitchell Cancer Institute, University of South Alabama, Mobile, AL, USA
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113
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Wu G, Guo Z, Chang X, Kim MS, Nagpal JK, Liu J, Maki JM, Kivirikko KI, Ethier SP, Trink B, Sidransky D. LOXL1 and LOXL4 are epigenetically silenced and can inhibit ras/extracellular signal-regulated kinase signaling pathway in human bladder cancer. Cancer Res 2007; 67:4123-9. [PMID: 17456585 DOI: 10.1158/0008-5472.can-07-0012] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Promoter hypermethylation is one of the common mechanisms leading to gene silencing in various human cancers. Using a combination of pharmacologic unmasking and microarray techniques, we identified 59 candidate hypermethylated genes, including LOXL1, a lysyl oxidase-like gene, in human bladder cancer cells. We further showed that LOXL1 and LOXL4 are commonly silenced genes in human bladder cancer cells, and this silence is predominantly related to promoter methylation. We also found LOXL1 and LOXL4 gene methylation and loss of expression in primary bladder tumors. In addition, somatic mutations were identified in LOXL4, but not in LOXL1 in bladder cancer. Moreover, reintroduction of LOXL1 and LOXL4 genes into human bladder cancer cells leads to a decrease of colony formation ability. Further studies indicated that the overexpression of LOXL1 and LOXL4 could antagonize Ras in activating the extracellular signal-regulated kinase (ERK) signaling pathway. Thus, our current study suggests for the first time that lysyl oxidase-like genes can act as tumor suppressor genes and exert their functions through the inhibition of the Ras/ERK signaling pathway in human bladder cancer.
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Affiliation(s)
- Guojun Wu
- Department of Otolaryngology-Head and Neck Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, USA.
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114
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Abstract
Epigenetic alterations, represented by aberrant DNA methylation, are deeply involved in human cancers. In gastric cancers, tumor-suppressor genes are inactivated more frequently by promoter methylation than by mutations. We recently showed that H. pylori infection, a potent gastric carcinogenic factor, induces methylation of specific genes in the gastric mucosae. When the methylation levels were analyzed in the gastric mucosae of healthy volunteers, cases with a single gastric cancer, and cases with multiple gastric cancers, who have increasing levels of risks for gastric cancers, there was a significant increasing trend in the methylation levels among the individuals without current H. pylori infection. This finding unequivocally showed the presence of an epigenetic field for cancerization. The degree of the field defect was measured more conveniently using methylation levels of marker genes than using those of tumor-suppressor genes. The presence of an epigenetic field for cancerization has been indicated for liver, colon, Barrett's esophageal, lung, breast, and renal cancers. Since decreased transcription is involved in the specificity of methylated genes, it is likely that specific genes are methylated according to carcinogenic factors. These findings emphasize the usefulness of DNA methylation as a marker for past exposure to carcinogens and future risk of cancer development.
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Affiliation(s)
- Toshikazu Ushijima
- Carcinogenesis Division, National Cancer Center Research, Institute 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
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115
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Min C, Kirsch KH, Zhao Y, Jeay S, Palamakumbura AH, Trackman PC, Sonenshein GE. The Tumor Suppressor Activity of the Lysyl Oxidase Propeptide Reverses the Invasive Phenotype of Her-2/neu–Driven Breast Cancer. Cancer Res 2007; 67:1105-12. [PMID: 17283144 DOI: 10.1158/0008-5472.can-06-3867] [Citation(s) in RCA: 90] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Expression of the lysyl oxidase gene (LOX) was found to inhibit the transforming activity of the ras oncogene in NIH 3T3 fibroblasts and was hence named the ras recision gene (rrg). Lysyl oxidase (LOX) is synthesized and secreted as a 50-kDa inactive proenzyme (Pro-LOX), which is processed by proteolytic cleavage to a functional 32-kDa enzyme and an 18-kDa propeptide (LOX-PP). Recently, the ras recision activity of the LOX gene in NIH 3T3 cells was mapped to its propeptide region. Here, we show for the first time that LOX-PP inhibits transformation of breast cancer cells driven by Her-2/neu, an upstream activator of Ras. LOX-PP expression in Her-2/neu-driven breast cancer cells in culture suppressed Akt, extracellular signal-regulated kinase, and nuclear factor-kappaB activation. Her-2/neu-induced epithelial to mesenchymal transition was reverted by LOX-PP, as judged by reduced levels of Snail and vimentin; up-regulation of E-cadherin, gamma-catenin, and estrogen receptor alpha; and decreased ability to migrate or to form branching colonies in Matrigel. Furthermore, LOX-PP inhibited Her-2/neu tumor formation in a nude mouse xenograft model. Thus, LOX-PP inhibits signaling cascades induced by Her-2/neu that promote a more invasive phenotype and may provide a novel avenue for treatment of Her-2/neu-driven breast carcinomas.
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Affiliation(s)
- Chengyin Min
- Department of Biochemistry, Boston University School of Medicine, 715 Albany Street, Boston, MA 02118, USA
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116
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Payne SL, Hendrix MJC, Kirschmann DA. Paradoxical roles for lysyl oxidases in cancer—A prospect. J Cell Biochem 2007; 101:1338-54. [PMID: 17471532 DOI: 10.1002/jcb.21371] [Citation(s) in RCA: 177] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Lysyl oxidase (LOX) is an extracellular matrix (ECM) enzyme that catalyzes the cross-linking of collagens or elastin in the extracellular compartment, thereby regulating the tensile strength of tissues. However, recent reports have demonstrated novel roles for LOX, including the ability to regulate gene transcription, motility/migration, and cell adhesion. These diverse functions have led researchers to hypothesize that LOX may have multiple roles affecting both extra- and intracellular cell function(s). Particularly noteworthy is aberrant LOX expression and activity that have been observed in various cancerous tissues and neoplastic cell lines. Both down and upregulation of LOX in tumor tissues and cancer cell lines have been described, suggesting a dual role for LOX as a tumor suppressor, as well as a metastasis promoter gene--creating a conundrum within the LOX research field. Here, we review the body of evidence on LOX gene expression, regulation, and function(s) in various cancer cell types and tissues, as well as stromal-tumor cell interactions. Lastly, we will examine putative mechanisms in which LOX facilitates breast cancer invasion and metastasis. Taken together, the literature demonstrates the increasingly important role(s) that LOX may play in regulating tumor progression and the necessity to elucidate its myriad mechanisms of action in order to identify potentially novel therapeutics.
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Affiliation(s)
- Stacey L Payne
- Children's Memorial Research Center, Division of Cancer Biology and Epigenomics, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine at Northwestern University, Chicago, IL 60614, USA
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117
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Fong SFT, Dietzsch E, Fong KSK, Hollosi P, Asuncion L, He Q, Parker MI, Csiszar K. Lysyl oxidase-like 2 expression is increased in colon and esophageal tumors and associated with less differentiated colon tumors. Genes Chromosomes Cancer 2007; 46:644-55. [PMID: 17394133 DOI: 10.1002/gcc.20444] [Citation(s) in RCA: 92] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Lysyl oxidase-like 2 (LOXL2) belongs to an amine oxidase family whose members have been implicated in crosslink formation in stromal collagens and elastin, cell motility, and tumor development and progression. We previously demonstrated the association between increased LOXL2 expression and invasive/metastatic behavior in human breast cancer cells and mouse squamous and spindle cell carcinomas, interaction between LOXL2 and SNAIL in epithelial-mesenchymal transition, and localization of the LOXL2 gene to 8p21.2-21.3, within a minimally deleted region in several cancers, including colon and esophagus. In the present study, we analyzed LOXL2 expression in colon and esophageal tumors, and explored methylation as a regulator of LOXL2 expression. Immunohistochemistry using normal tissues demonstrated intracellular localization of LOXL2 in colonic enteroendocrine cells and esophageal squamous cells at the luminal surface, but not in mitotically active cells. Tissue array analysis of 52 colon adenocarcinomas and 50 esophageal squamous cell carcinomas revealed presence of LOXL2 expression in 83 and 92% of the samples, respectively, and a significant association between increased number of LOXL2-expressing cells and less-differentiated colon carcinomas. We determined that the methylation status of the 1150 bp 5' CpG island may contribute to the regulation of the gene. Loss of heterozygosity studies, using a microsatellite within intron 4 of the LOXL2 gene, revealed that loss of LOXL2 was unlikely to play a major role in either colon or esophageal tumors. These results suggest that increased LOXL2 expression in colon and esophageal cancer may contribute to tumor progression.
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Affiliation(s)
- Sheri F T Fong
- Cardiovascular Research Center, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI 96822, USA.
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118
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Abstract
Hypoxic cancer cells pose a great challenge to the oncologist because they are especially aggressive, metastatic, and resistant to therapy. Recently, we showed that elevation of the extracellular matrix protein lysyl oxidase (LOX) correlates with metastatic disease and is essential for hypoxia-induced metastasis. In an orthotopic rodent model of breast cancer, a small-molecule or antibody inhibitor of LOX abolished metastasis, offering preclinical validation of this enzyme as a therapeutic target.
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Affiliation(s)
- Janine T Erler
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California 94305, USA
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119
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Shames DS, Girard L, Gao B, Sato M, Lewis CM, Shivapurkar N, Jiang A, Perou CM, Kim YH, Pollack JR, Fong KM, Lam CL, Wong M, Shyr Y, Nanda R, Olopade OI, Gerald W, Euhus DM, Shay JW, Gazdar AF, Minna JD. A genome-wide screen for promoter methylation in lung cancer identifies novel methylation markers for multiple malignancies. PLoS Med 2006; 3:e486. [PMID: 17194187 PMCID: PMC1716188 DOI: 10.1371/journal.pmed.0030486] [Citation(s) in RCA: 183] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2006] [Accepted: 09/26/2006] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Promoter hypermethylation coupled with loss of heterozygosity at the same locus results in loss of gene function in many tumor cells. The "rules" governing which genes are methylated during the pathogenesis of individual cancers, how specific methylation profiles are initially established, or what determines tumor type-specific methylation are unknown. However, DNA methylation markers that are highly specific and sensitive for common tumors would be useful for the early detection of cancer, and those required for the malignant phenotype would identify pathways important as therapeutic targets. METHODS AND FINDINGS In an effort to identify new cancer-specific methylation markers, we employed a high-throughput global expression profiling approach in lung cancer cells. We identified 132 genes that have 5' CpG islands, are induced from undetectable levels by 5-aza-2'-deoxycytidine in multiple non-small cell lung cancer cell lines, and are expressed in immortalized human bronchial epithelial cells. As expected, these genes were also expressed in normal lung, but often not in companion primary lung cancers. Methylation analysis of a subset (45/132) of these promoter regions in primary lung cancer (n = 20) and adjacent nonmalignant tissue (n = 20) showed that 31 genes had acquired methylation in the tumors, but did not show methylation in normal lung or peripheral blood cells. We studied the eight most frequently and specifically methylated genes from our lung cancer dataset in breast cancer (n = 37), colon cancer (n = 24), and prostate cancer (n = 24) along with counterpart nonmalignant tissues. We found that seven loci were frequently methylated in both breast and lung cancers, with four showing extensive methylation in all four epithelial tumors. CONCLUSIONS By using a systematic biological screen we identified multiple genes that are methylated with high penetrance in primary lung, breast, colon, and prostate cancers. The cross-tumor methylation pattern we observed for these novel markers suggests that we have identified a partial promoter hypermethylation signature for these common malignancies. These data suggest that while tumors in different tissues vary substantially with respect to gene expression, there may be commonalities in their promoter methylation profiles that represent targets for early detection screening or therapeutic intervention.
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Affiliation(s)
- David S Shames
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Pharmacology, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Luc Girard
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Pharmacology, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Boning Gao
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Pharmacology, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Mitsuo Sato
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Cheryl M Lewis
- Department of Surgery, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Narayan Shivapurkar
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Pathology, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Aixiang Jiang
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Charles M Perou
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- Department of Pathology and Laboratory Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Young H Kim
- Department of Pathology, Stanford University, Stanford, California, United States of America
| | - Jonathan R Pollack
- Department of Pathology, Stanford University, Stanford, California, United States of America
| | - Kwun M Fong
- Department of Thoracic Medicine, The Prince Charles Hospital, University of Queensland, Brisbane, Australia
| | - Chi-Leung Lam
- University Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Maria Wong
- University Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Yu Shyr
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Rita Nanda
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Olufunmilayo I Olopade
- Section of Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - William Gerald
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, New York, United States of America
| | - David M Euhus
- Department of Surgery, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Jerry W Shay
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Cell Biology, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - Adi F Gazdar
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Pathology, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
| | - John D Minna
- Hamon Center for Therapeutic Oncology Research, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Pharmacology, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- Department of Internal Medicine, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, United States of America
- * To whom correspondence should be addressed. E-mail:
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120
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So K, Tamura G, Honda T, Homma N, Waki T, Togawa N, Nishizuka S, Motoyama T. Multiple tumor suppressor genes are increasingly methylated with age in non-neoplastic gastric epithelia. Cancer Sci 2006; 97:1155-8. [PMID: 16952303 PMCID: PMC11158171 DOI: 10.1111/j.1349-7006.2006.00302.x] [Citation(s) in RCA: 103] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
A number of tumor suppressor and tumor-related genes are silenced by promoter hypermethylation in gastric cancer. Hypermethylation is not restricted to cancer cells, but is also present in non-neoplastic cells during aging. Such age-related methylation in non-neoplastic gastric epithelia is postulated to constitute a field defect that increases the risk for development of gastric cancer. To quantitatively evaluate age-related methylation in non-neoplastic gastric epithelia, we used a fiber-type DNA microarray on which methylated and unmethylated sequence probes were mounted. After bisulfite modification, a part of the promoter CpG island of four tumor suppressor genes, lysyl oxidase (LOX), p16, RUNX3 and tazarotene-induced gene 1 (TIG1), were amplified by PCR using Cy5 end labeled primers. Methylation rates (MRs) were calculated as the ratio of the fluorescence intensity of a methylated sequence probe to the total fluorescence intensity of methylated and unmethylated probes. Non-neoplastic gastric mucosa was obtained from 24 non-cancer-bearing stomachs at autopsy. MRs ranged from 0.0% to 77.2% (mean, 15.8%) for LOX, 0.0% to 45.8% (mean, 10.0%) for p16, 0.0% to 83.8% (mean, 9.0%) for RUNX3, and 0.0% to 46.1% (mean, 6.6%) for TIG1, and significantly correlated with aging (P < 0.01). The regression curves were: y = 0.013x(2) - 0.6184x + 4.0512, R(2) = 0.5728 (P < 0.001) for LOX; y = 0.0107x(2) - 0.6055x + 5.2943, R(2) = 0.7891 (P < 0.00001) for p16; y = 0.0182x(2) - 1.2234x + 11.566, R(2) = 0.5595 (P < 0.001) for RUNX3; and y = 0.0068 x(2) - 0.3586 x + 2.4306, R(2) = 0.4670 (P < 0.01) for TIG1. Thus, our present results are consistent with the notion that age-related methylation is associated with cancer susceptibility in the elderly. Quantitative analysis of DNA methylation using DNA microarrays is a promising method for risk assessment in the development of gastric cancer.
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Affiliation(s)
- Kanji So
- Department of Pathology, Yamagata University School of Medicine, 2-2-2 Iida-nishi, Yamagata 990-9585, Japan
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121
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Rivera E, Flores I, Rivera E, Appleyard CB. Molecular profiling of a rat model of colitis: validation of known inflammatory genes and identification of novel disease-associated targets. Inflamm Bowel Dis 2006; 12:950-66. [PMID: 17012966 DOI: 10.1097/01.mib.0000231575.11678.8c] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
Abstract
BACKGROUND Inflammatory bowel disease (IBD) is a disease of unknown etiology characterized by acute and chronic relapsing inflammation. The most suitable animal model for studying this disease is still under debate. Microarray transcript profiling has the potential to illuminate the molecular processes that are involved in both the human condition and animal models. AIM To identify differentially expressed genes in the 2,4,6-trinitrobenzene sulfonic acid (TNBS) model of experimental colitis and compare gene expression profiles with that reported in patients. METHODS Colitis was induced by TNBS administration (30 mg in 50% ethanol) in female Sprague-Dawley rats. Controls received the vehicle. Seventy-two hours later, the animals were killed, the colons were removed and scored for damage, and total RNA was isolated. Gene expression levels were analyzed after hybridizing experimental and control cDNA to PIQOR Toxicology Rat Microarrays containing 1,252 genes. Genes with 2-fold or more higher or 0.5-fold or less lower expression levels were selected as significantly differentially expressed. Results were validated using real-time reverse-transcription polymerase chain reaction (RT-PCR). RESULTS We observed increased expression of genes that have previously been shown to be up-regulated in IBD patients, including chemokines/cytokines, extracellular matrix/remodeling genes, transcription factors and tumor necrosis factor family members. Using real-time RT-PCR, we validated 9 of 10 critical genes identified by DNA microarray. Fibulin 2 and lysyl oxidase are among some of the novel genes not previously associated with IBD that could potentially be related to the pathogenesis of this condition. CONCLUSION We provide evidence supporting the TNBS colitis model as an appropriate tool to study the pathology of IBD and identify molecular targets with clinical relevance.
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Affiliation(s)
- Edelmarie Rivera
- Departments of Physiology and Pharmacology, Ponce School of Medicine, Ponce, Puerto Rico
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122
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Payne SL, Hendrix MJC, Kirschmann DA. Lysyl oxidase regulates actin filament formation through the p130(Cas)/Crk/DOCK180 signaling complex. J Cell Biochem 2006; 98:827-37. [PMID: 16440329 DOI: 10.1002/jcb.20792] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
We have previously demonstrated that lysyl oxidase (LOX) is expressed in invasive breast cancer cells compared to poorly invasive cells. Additionally, we have recently shown that LOX regulates cell migration, a key step in the invasion process, through a hydrogen peroxide-dependent mechanism involving the focal adhesion kinase (FAK)/Src signaling complex. Here we further elucidate the role of LOX in cell motility/migration by examining the role of LOX in actin filament polymerization. We demonstrate that inhibition of LOX leads to an increase in phalloidin staining, directly associated with an increase in actin stress fiber formation. This increase in staining was confirmed by activity assays showing an increase in Rho activity with decreased LOX activity. Additionally, Rac and Cdc42 activity decreased with the reduction in LOX activity. Taken together, these data demonstrate a loss of a motogenic phenotype with decreased LOX activity. Finally, in order to elucidate the mechanism by which LOX regulates actin polymerization, we have demonstrated that LOX facilitates p130(Cas) phosphorylation, which allows for the binding to CAS related kinase (Crk) and formation of the p130(Cas)/Crk/DOCK180 signaling complex. Formation of this complex leads to an increase in Rac-GTP, which decreases actin stress fiber formation and increases formation of lamellipodium. These data demonstrate that LOX regulates cell motility/migration through changes in actin filament polymerization, which involve the regulation of the p130(Cas)/Crk/DOCK180 signaling pathway. Elucidating the role of LOX in the regulation of cell motility will allow the development of more effective therapeutic strategies to treat invasive/metastatic breast cancer.
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Affiliation(s)
- Stacey L Payne
- Children's Memorial Research Center, Cancer Biology and Epigenomics Program, Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine at Northwestern University, Chicago, Illinois 60614, USA
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123
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Chang MS, Uozaki H, Chong JM, Ushiku T, Sakuma K, Ishikawa S, Hino R, Barua RR, Iwasaki Y, Arai K, Fujii H, Nagai H, Fukayama M. CpG island methylation status in gastric carcinoma with and without infection of Epstein-Barr virus. Clin Cancer Res 2006; 12:2995-3002. [PMID: 16707594 DOI: 10.1158/1078-0432.ccr-05-1601] [Citation(s) in RCA: 154] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
PURPOSE EBV-associated gastric carcinoma shows global CpG island methylation of the promoter region of various cancer-related genes. To further clarify the significance of CpG island methylator phenotype (CIMP) status in gastric carcinoma, we investigated methylation profile and clinicopathologic features including overall survival in four subgroups defined by EBV infection and CIMP status: EBV-associated gastric carcinoma and EBV-negative/CIMP-high (H), EBV-intermediate (I), and EBV-negative (N) gastric carcinoma. EXPERIMENTAL DESIGN Methylation-specific PCR was applied to 106 gastric carcinoma cases. CIMP-N, CIMP-I, and CIMP-H status was determined by the number (0, 1-3, and 4-5, respectively) of methylated marker genes (LOX, HRASLS, FLNc, HAND1, and TM), that were newly identified as highly methylated in gastric cancer cell lines. The methylation status of 10 other cancer-related genes (p14, p15, p16, p73, TIMP-3, E-cadherin, DAPK, GSTP1, hMLH1, and MGMT) was also evaluated. RESULTS Nearly all (14 of 15) of EBV-associated gastric carcinoma exhibited CIMP-H, constituting a homogenous group (14%). EBV-negative gastric carcinoma consisted of CIMP-H (24%), CIMP-I (38%), and CIMP-N (24%). EBV-associated gastric carcinoma showed significantly higher frequencies of methylation of cancer-related genes (mean number +/- SD = 6.9 +/- 1.5) even if compared with EBV-negative/CIMP-H gastric carcinoma (3.5 +/- 1.8). Among EBV-negative gastric carcinoma subgroups, CIMP-H gastric carcinoma showed comparatively higher frequency of methylation than CIMP-I or CIMP-N, especially of p16 and hMLH1. CIMP-N gastric carcinoma predominantly consisted of advanced carcinoma with significantly higher frequency of lymph node metastasis. The prognosis of the patients of CIMP-N was significantly worse compared with other groups overall by univariate analysis (P = 0.0313). CONCLUSION The methylation profile of five representative genes is useful to stratify gastric carcinomas into biologically different subgroups. EBV-associated gastric carcinoma showed global CpG island methylation, comprising a pathogenetically distinct subgroup in CIMP-H gastric carcinoma.
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Affiliation(s)
- Moon-Sung Chang
- Department of Pathology, Graduate School of Medicine and Genome Science Division, Research Center for Advanced Science and Technology, University of Tokyo, Bunkyo, Tokyo, Japan
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Erler JT, Bennewith KL, Nicolau M, Dornhöfer N, Kong C, Le QT, Chi JTA, Jeffrey SS, Giaccia AJ. Lysyl oxidase is essential for hypoxia-induced metastasis. Nature 2006; 440:1222-6. [PMID: 16642001 DOI: 10.1038/nature04695] [Citation(s) in RCA: 1037] [Impact Index Per Article: 57.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2006] [Accepted: 03/02/2006] [Indexed: 11/08/2022]
Abstract
Metastasis is a multistep process responsible for most cancer deaths, and it can be influenced by both the immediate microenvironment (cell-cell or cell-matrix interactions) and the extended tumour microenvironment (for example vascularization). Hypoxia (low oxygen) is clinically associated with metastasis and poor patient outcome, although the underlying processes remain unclear. Microarray studies have shown the expression of lysyl oxidase (LOX) to be elevated in hypoxic human tumour cells. Paradoxically, LOX expression is associated with both tumour suppression and tumour progression, and its role in tumorigenesis seems dependent on cellular location, cell type and transformation status. Here we show that LOX expression is regulated by hypoxia-inducible factor (HIF) and is associated with hypoxia in human breast and head and neck tumours. Patients with high LOX-expressing tumours have poor distant metastasis-free and overall survivals. Inhibition of LOX eliminates metastasis in mice with orthotopically grown breast cancer tumours. Mechanistically, secreted LOX is responsible for the invasive properties of hypoxic human cancer cells through focal adhesion kinase activity and cell to matrix adhesion. Furthermore, LOX may be required to create a niche permissive for metastatic growth. Our findings indicate that LOX is essential for hypoxia-induced metastasis and is a good therapeutic target for preventing and treating metastases.
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Affiliation(s)
- Janine T Erler
- Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California 94305, USA
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125
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Bouez C, Reynaud C, Noblesse E, Thépot A, Gleyzal C, Kanitakis J, Perrier E, Damour O, Sommer P. The lysyl oxidase LOX is absent in basal and squamous cell carcinomas and its knockdown induces an invading phenotype in a skin equivalent model. Clin Cancer Res 2006; 12:1463-9. [PMID: 16533769 DOI: 10.1158/1078-0432.ccr-05-1456] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Lysyl oxidase initiates the enzymatic stage of collagen and elastin cross-linking. Among five isoforms comprising the lysyl oxidase family, LOX is the better studied. LOX is associated to an antitumor activity in ras-transformed fibroblasts, and its expression is down-regulated in many carcinomas. The aim of this work was to shed light on LOX functions within the epidermis by studying its expression in human basal and squamous cell carcinomas and analyzing the effect of its enzymatic activity inhibition and protein absence on human keratinocytes behavior in a skin equivalent. In both carcinomas, LOX expression by epidermal tumor cells was lacking, while it was up-regulated around invading tumor cells in association with the stromal reaction. Lysyl oxidase activity inhibition using beta-aminoproprionitrile in a skin equivalent model prepared with both primary human keratinocytes and HaCaT cell line affected keratin 10 and filaggrin expression and disorganized the collagen network and the basement membrane. In spite of all these changes, no invasion phenotype was observed. Modelization of the invasive phenotype was only noticed in the skin equivalent developed with LOX antisense HaCaT cell line, where the protein LOX is specifically absent. Our results clearly indicate that lysyl oxidase enzymatic activity is essential not only for the integrity maintenance of the dermis but also for the homeostasis of the epidermis. Moreover, LOX protein plays a role in the skin carcinomas and invasion but not through its enzymatic activity.
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Affiliation(s)
- Charbel Bouez
- Laboratoire des Substituts Cutanés and Clinique dermatologique, Hôpital E. Herriot, Lyon cedex, France
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126
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Ushijima T, Nakajima T, Maekita T. DNA methylation as a marker for the past and future. J Gastroenterol 2006; 41:401-7. [PMID: 16799880 DOI: 10.1007/s00535-006-1846-6] [Citation(s) in RCA: 119] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2006] [Accepted: 05/09/2006] [Indexed: 02/04/2023]
Abstract
Aberrant methylation of CpG islands in promoter regions can permanently inactivate tumor-suppressor genes, as mutations and chromosomal abnormalities do. In gastric cancers, CDKN2A, CDH1, and MLH1 are inactivated more frequently by aberrant methylation than by mutations, and novel tumor-suppressor genes inactivated by promoter methylation are being identified. We recently found that Helicobacter pylori (HP), a potent gastric carcinogen, induces aberrant methylation in gastric mucosae. When a panel of CpG islands was examined, some CpG islands were consistently methylated in gastric mucosae of individuals with HP infection, while others were resistant. The amount of methylated DNA molecules in the gastric mucosae (methylation level) fluctuated while active HP infection was present, but decreased after it was no longer present. Among individuals without active HP infection, methylation levels in the gastric mucosae were higher in individuals with gastric cancers than in those without. DNA methylation is emerging as a promising marker for past exposure to carcinogens and future risk of cancers.
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Affiliation(s)
- Toshikazu Ushijima
- Carcinogenesis Division, National Cancer Center Research Institute, Chuo-ku, Tokyo, Japan
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127
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Tamura G. Alterations of tumor suppressor and tumor-related genes in the development and progression of gastric cancer. World J Gastroenterol 2006; 12:192-8. [PMID: 16482617 PMCID: PMC4066026 DOI: 10.3748/wjg.v12.i2.192] [Citation(s) in RCA: 155] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The development and progression of gastric cancer involves a number of genetic and epigenetic alterations of tumor suppressor and tumor-related genes. The majority of differentiated carcinomas arise from intestinal metaplastic mucosa and exhibit structurally altered tumor suppressor genes, typified by p53, which is inactivated via the classic two-hit mechanism, i.e. loss of heterozygosity (LOH) and mutation of the remaining allele. LOH at certain chromosomal loci accumulates during tumor progression. Approximately 20% of differentiated carcinomas show evidence of mutator pathway tumorigenesis due to hMLH1 inactivation via hypermethylation of promoter CpG islands, and exhibit high-frequency microsatellite instability. In contrast, undifferentiated carcinomas rarely exhibit structurally altered tumor suppressor genes. For instance, while methylation of E-cadherin is often observed in undifferentiated carcinomas, mutation of this gene is generally associated with the progression from differentiated to undifferentiated carcinomas. Hypermethylation of tumor suppressor and tumor-related genes, including APC, CHFR, DAP-kinase, DCC, E-cadherin, GSTP1, hMLH1, p16, PTEN, RASSF1A, RUNX3, and TSLC1, can be detected in both differentiated and undifferentiated carcinomas at varying frequencies. However, the significance of the hypermethylation varies according to the analyzed genomic region, and hypermethylation of these genes can also be present in non-neoplastic gastric epithelia. Promoter demethylation of specific genes, such as MAGE and synuclein γ, can occur during the progressive stages of both histological types, and is associated with patient prognosis. Thus, while the molecular pathways of gastric carcinogenesis are dependent on histological background, specific genetic alterations can still be used for risk assessment, diagnosis, and prognosis.
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Affiliation(s)
- Gen Tamura
- Department of Pathology, Yamagata University School of Medicine, 2-2-2 Iida-nishi, Yamagata 990-9585, Japan.
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128
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Reese BE, Krissinger D, Yun JK, Billingsley ML. Elucidation of stannin function using microarray analysis: implications for cell cycle control. Gene Expr 2006; 13:41-52. [PMID: 16572589 PMCID: PMC6032450 DOI: 10.3727/000000006783991944] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Stannin (Snn) is a highly conserved, vertebrate protein whose cellular function is unclear. We have recently demonstrated in human umbilical vein endothelial cells (HUVECs) that Snn gene expression is significantly induced by tumor necrosis factor-alpha (TNF-alpha) in a protein kinase C-epsilon (PKC-epsilon)-dependent manner. In HUVEC, TNF-alpha stimulation of HUVECs results in altered gene expression, and a slowing or halting of cell growth. An initial set of experiments established that Snn knockdown via siRNA, prior to TNF-alpha treatment, resulted in a significant inhibition of HUVEC growth compared to TNF-alpha treatment alone. In order to assess how Snn may be involved in TNF-alpha signaling in HUVEC growth arrest, we performed microarray analysis of TNF-alpha-stimulated HUVECs with and without Snn knockdown via siRNA. The primary comparison made was between TNF-alpha-stimulated HUVECs and TNF-alpha-exposed HUVECs that had Snn knocked down via Snn-specific siRNAs. Ninety-six genes were differentially expressed between these two conditions. Of particular interest was the significant upregulation of several genes associated with control of cell growth and/or the cell cycle, including interleukin-4, p29, WT1/PRKC, HRas-like suppressor, and MDM4. These genes act upon cyclin D1 and/or p53, both of which are key regulators of the G1 phase of the cell cycle. Functional studies further supported the role of Snn in cell growth, as cell cycle analysis using flow cytometry shows a significant increase of G1 cell cycle arrest in HUVECs with Snn knockdown in response to TNF-alpha treatment. Together these studies suggest a functional role of Snn in regulation of TNF-alpha-induced signaling associated with HUVEC growth arrest.
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Affiliation(s)
- Brian E Reese
- Department of Pharmacology, Penn State College of Medicine, Hershey, PA 17033, USA
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129
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Yamashita S, Tsujino Y, Moriguchi K, Tatematsu M, Ushijima T. Chemical genomic screening for methylation-silenced genes in gastric cancer cell lines using 5-aza-2'-deoxycytidine treatment and oligonucleotide microarray. Cancer Sci 2006; 97:64-71. [PMID: 16367923 PMCID: PMC11159443 DOI: 10.1111/j.1349-7006.2006.00136.x] [Citation(s) in RCA: 201] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
To identify novel methylation-silenced genes in gastric cancers, we carried out a chemical genomic screening, a genome-wide search for genes upregulated by treatment with a demethylating agent, 5-aza-2'-deoxycytidine (5-aza-dC). After 5-aza-dC treatment of a gastric cancer cell line (AGS) 579 genes were upregulated 16-fold or more, using an oligonucleotide microarray with 39,000 genes. From these genes, we selected 44 known genes on autosomes whose silencing in gastric cancer has not been reported. Thirty-two of these had CpG islands (CGI) in their putative promoter regions, and all of the CGI were methylated in AGS, giving an estimated number of 421+/-75 (95% confidence interval) methylation-silenced genes. Additionally, we analyzed the methylation status of 16 potential tumor-related genes with promoter CGI that were upregulated four-fold or more, and 14 of these were methylated in AGS. Methylation status of the 32 randomly selected and 16 potential tumor-related genes was analyzed in 10 primary gastric cancers, and 42 genes (ABHD9, ADFP, ALDH1A3, ANXA5, AREG, BDNF, BMP7, CAV1, CDH2, CLDN3, CTSL, EEF1A2, F2R, FADS1, FSD1, FST, FYN, GPR54, GREM1, IGFBP3, IGFBP7, IRS2, KISS1, MARK1, MLF1, MSX1, MTSS1, NT5E, PAX6, PLAGL1, PLAU, PPIC, RBP4, RORA, SCRN1, TBX3, TFAP2C, TNFSF9, ULBP2, WIF1, ZNF177 and ZNF559) were methylated in at least one primary gastric cancer. A metastasis suppressor gene, MTSS1, was located in a genomic region with frequent loss of heterozygosity (8q22), and was expressed abundantly in the normal gastric mucosa, suggesting its role in gastric carcinogenesis. (Cancer Sci 2006; 97: 64 -71).
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Affiliation(s)
- Satoshi Yamashita
- Carcinogenesis Division, National Cancer Center Research Institute, 1-1 Tsukiji 5-chome, Chuo-ku, Tokyo 104-0045, Japan
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130
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Abstract
Copper stimulates the proliferation and migration of endothelial cells and is required for the secretion of several angiogenic factors by tumour cells. Copper chelation decreases the secretion of many of these factors. Serum copper levels are upregulated in many human tumours and correlate with tumour burden and prognosis. Copper chelators reduce tumour growth and microvascular density in animal models. New orally active copper chelators have enabled clinical trials to be undertaken, and there are several studies ongoing. A unifying mechanism of action by which copper chelation inhibits endothelial cell proliferation and tumour secretion of angiogenic factors remains to be elucidated, but possible targets include copper-dependent enzymes, chaperones, and transporters.
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Affiliation(s)
- Sarah A Lowndes
- Cancer Research UK Medical Oncology Unit, The Churchill Hospital, Oxford OX3 7LJ, UK.
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131
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Miyamoto K, Fukutomi T, Akashi-Tanaka S, Hasegawa T, Asahara T, Sugimura T, Ushijima T. Identification of 20 genes aberrantly methylated in human breast cancers. Int J Cancer 2005; 116:407-14. [PMID: 15818620 DOI: 10.1002/ijc.21054] [Citation(s) in RCA: 118] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Aberrant methylation of CpG islands (CGI) not only plays a role in gene silencing, but is also a potential cancer biomarker. To identify more CGI aberrantly methylated in human breast cancers, we carried out a genome-wide search for aberrant methylation, using methylation-sensitive-representational difference analysis. CGI in 5' upstream regions of 20 genes, TSPAN-2, AK5, LOC284999, HOXD11, FLJ25161, XT3, PCDH10, PCDHGB6, SIM1, LOC346978, COE2, TDH (FLJ25033), LOC346419, FLJ33790, GJB2, AMN, LOC201164, DLX4, DCC and FOXA2, were found to be methylated in at least one of 8 breast cancer cell lines. Fifteen of the 20 genes were methylated in more than one of 21 primary breast cancers in Stages I or II, and especially, those of LOC346978, HOXD11, SIM1, PCDHGB6 and FLJ25161 were methylated in more than 10 cancers. All the breast cancers had some aberrant methylation. Among the 13 genes whose CGI were completely methylated in one or more cell lines, FOXA2 and XT3 were expressed in normal human mammary epithelial cells (HMEC) and were not expressed in cancer cell lines with complete methylation. The other 11 genes examined were barely expressed, or not expressed even in HMEC. Our results showed that breast cancer cells accumulate aberrant methylation of the CGI identified here. This may serve as markers for early-stage breast cancers and suggests that aberrant methylation targets transcriptionally inactive genes in vivo.
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Affiliation(s)
- Kazuaki Miyamoto
- Carcinogenesis Division, National Cancer Center Research Institute, Chuo-ku, Tokyo, Japan
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132
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Chu W, Ghahramani Z, Falciani F, Wild DL. Biomarker discovery in microarray gene expression data with Gaussian processes. Bioinformatics 2005; 21:3385-93. [PMID: 15937031 DOI: 10.1093/bioinformatics/bti526] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
MOTIVATION In clinical practice, pathological phenotypes are often labelled with ordinal scales rather than binary, e.g. the Gleason grading system for tumour cell differentiation. However, in the literature of microarray analysis, these ordinal labels have been rarely treated in a principled way. This paper describes a gene selection algorithm based on Gaussian processes to discover consistent gene expression patterns associated with ordinal clinical phenotypes. The technique of automatic relevance determination is applied to represent the significance level of the genes in a Bayesian inference framework. RESULTS The usefulness of the proposed algorithm for ordinal labels is demonstrated by the gene expression signature associated with the Gleason score for prostate cancer data. Our results demonstrate how multi-gene markers that may be initially developed with a diagnostic or prognostic application in mind are also useful as an investigative tool to reveal associations between specific molecular and cellular events and features of tumour physiology. Our algorithm can also be applied to microarray data with binary labels with results comparable to other methods in the literature.
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Affiliation(s)
- Wei Chu
- Gatsby Computational Neuroscience Unit, University College London, UK
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133
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Abstract
Epigenetic alterations, such as abnormal DNA-methylation patterns, are associated with many human tumour types. New techniques have been developed to perform genome-wide screening for alterations in DNA-methylation patterns, not only to identify tumour-suppressor genes, but also to find patterns that can be used in diagnosis and prognosis. However, interpretation of differential methylation has proven difficult because the significance of methylation alterations depends on the genomic region, and functions of CpG islands at specific sites have not been fully clarified. What techniques can be used to identify new tumour suppressors and diagnostic markers?
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Affiliation(s)
- Toshikazu Ushijima
- Carcinogenesis Division, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan.
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134
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Shutoh M, Oue N, Aung PP, Noguchi T, Kuraoka K, Nakayama H, Kawahara K, Yasui W. DNA methylation of genes linked with retinoid signaling in gastric carcinoma. Cancer 2005; 104:1609-19. [PMID: 16134180 DOI: 10.1002/cncr.21392] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Hypermethylation of CpG islands has been associated with silencing of various tumor suppressor genes, and the retinoid acid receptor beta (RARbeta), cellular retinol-binding protein 1 (CRBP1), and tazarotene-induced gene 1 (TIG1) genes have been associated with retinoic acid signaling. To the authors' knowledge, little is known regarding the involvement of these three genes in gastric carcinoma (GC). In this study, the authors investigated the methylation status of these genes and analyzed the role of their DNA methylation in GC. METHODS DNA methylation of 3 retinoic acid-associated genes was analyzed in 42 samples of GC from 42 patients and in 8 GC cell lines by methylation-specific polymerase chain reaction (PCR) analysis. The mRNA expression levels for these three genes were measured by quantitative reverse transcription-PCR. RESULTS In 7 of 8 GC cell lines, the CRBP1 gene was hypermethylated, and CRBP1 transcription was inactive. In 6 of 8 GC cell lines, the TIG1 gene was hypermethylated, and TIG1 transcription was inactive. Treatment with demethylating agent 5-aza-2'-deoxycytidine restored both CRBP1 and TIG1 transcription. DNA methylation of the RARbeta, CRBP1, and TIG1 genes was detected in 15 of 42 GC samples (36%), 14 of 42 GC samples (33%), and 4 of 42 GC samples (10%), respectively, and in 6 of 30 samples (20%), 0 of 30 samples (0%), and 1 of 30 samples (3%) of corresponding nonneoplastic mucosa. None of the 10 normal gastric mucosa samples from young, healthy individuals demonstrated hypermethylation of any of these genes. DNA methylation of each gene was associated significantly with low mRNA expression of the respective gene. Twenty-four of 42 GC samples (57%) demonstrated hypermethylation of at least 1 of the 3 genes. However, no significant, concordant hypermethylation of these genes was observed. CONCLUSIONS The results suggested that gastric carcinogenesis involves transcriptional inactivation by aberrant DNA methylation of genes related to retinoid signaling.
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MESH Headings
- Adenocarcinoma/genetics
- Adenocarcinoma/pathology
- Adult
- Aged
- Aged, 80 and over
- Azacitidine/pharmacology
- Carcinoma, Adenosquamous/genetics
- Carcinoma, Adenosquamous/pathology
- DNA Methylation
- Female
- Gastric Mucosa/metabolism
- Gastric Mucosa/pathology
- Gene Expression Regulation, Neoplastic
- Gene Silencing
- Genes, Tumor Suppressor
- Humans
- Intestinal Neoplasms/genetics
- Intestinal Neoplasms/pathology
- Male
- Membrane Proteins/genetics
- Membrane Proteins/metabolism
- Metaplasia/genetics
- Metaplasia/pathology
- Middle Aged
- Promoter Regions, Genetic/genetics
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Receptors, Retinoic Acid/genetics
- Receptors, Retinoic Acid/metabolism
- Retinoids/pharmacology
- Retinol-Binding Proteins/genetics
- Retinol-Binding Proteins/metabolism
- Retinol-Binding Proteins, Cellular
- Reverse Transcriptase Polymerase Chain Reaction
- Signal Transduction
- Stomach Neoplasms/genetics
- Stomach Neoplasms/pathology
- Transcription, Genetic
- Tumor Cells, Cultured
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Affiliation(s)
- Mariko Shutoh
- Department of Molecular Pathology, Hiroshima University Graduate School of Biomedical Sciences, Kasumi, Hiroshima, Japan
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135
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Furuta J, Umebayashi Y, Miyamoto K, Kikuchi K, Otsuka F, Sugimura T, Ushijima T. Promoter methylation profiling of 30 genes in human malignant melanoma. Cancer Sci 2004; 95:962-8. [PMID: 15596045 PMCID: PMC11160084 DOI: 10.1111/j.1349-7006.2004.tb03184.x] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2004] [Revised: 10/14/2004] [Accepted: 10/15/2004] [Indexed: 11/28/2022] Open
Abstract
Aberrant methylation and demethylation of promoter CpG islands lead to silencing of tumor-suppressor genes and abnormal expression of normally methylated genes, respectively. Here, we analyzed human melanomas for their methylation and demethylation profiles. Methylation status of core regions in promoter CpG islands was examined for 20 (candidate) tumor-suppressor genes, 4 genes that are not considered as tumor-suppressors, but are frequently silenced in human cancers, and 6 normally methylated melanoma antigen genes (MAGEs). Analysis of 13 melanoma cell lines and 2 cultured normal human epidermal melanocytes (HEMs) showed that 9 tumor-suppressor genes and all 4 non-tumor-suppressor genes were methylated in at least 1 cell line, but never in HEMs, and that all 6 MAGE genes were demethylated in 3 to 13 cell lines. Interestingly, we detected no methylation of MGMT, PTEN, MTAP and p27, which were previously reported as silenced in melanomas. Furthermore, 3 genes that were frequently methylated in the cell lines and 6 MAGE genes were analyzed in 25 surgical melanoma samples. RARB, RASSF1A and 3-OST-2 were methylated in 5 (20%), 9 (36%) and 14 (56%) samples, respectively. MAGE-A1, A2, A3, B2, C1 and C2 were demethylated in 9 (36%), 22 (88%), 20 (80%), 7 (28%), 21 (84%) and 16 (64%) samples, respectively. At least 1 gene was methylated in 18 (72%) samples and at least 1 was demethylated in 24 (96%) samples. No correlation between frequent methylation and frequent demethylation was observed. These profiles showed that both aberrant methylation and demethylation occur widely in human melanomas.
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Affiliation(s)
- Junichi Furuta
- Carcinogenesis Division, National Cancer Center Research Institute, Tokyo 104-0045, Japan
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