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Sarker A, Aziz MA, Hossen MB, Mollah MMH, Al-Amin, Mollah MNH. Discovery of key molecular signatures for diagnosis and therapies of glioblastoma by combining supervised and unsupervised learning approaches. Sci Rep 2024; 14:27545. [PMID: 39528802 PMCID: PMC11554889 DOI: 10.1038/s41598-024-79391-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024] Open
Abstract
Glioblastoma (GBM) is the most malignant brain cancer and one of the leading causes of cancer-related death globally. So, identifying potential molecular signatures and associated drug molecules are crucial for diagnosis and therapies of GBM. This study suggested GBM-causing ten key genes (ASPM, CCNB2, CDK1, AURKA, TOP2A, CHEK1, CDCA8, SMC4, MCM10, and RAD51AP1) from nine transcriptomics datasets by combining supervised and unsupervised learning results. Differential expression patterns of key genes (KGs) between GBM and control samples were verified by different independent databases. Gene regulatory network (GRN) detected some important transcriptional and post-transcriptional regulators for KGs. The KGs-set enrichment analysis unveiled some crucial GBM-causing molecular functions, biological processes, cellular components, and pathways. The DNA methylation analysis detected some hypo-methylated CpG sites that might stimulate the GBM development. From the immune infiltration analysis, we found that almost all KGs are associated with different immune cell infiltration levels. Finally, we recommended KGs-guided four repurposable drug molecules (Fluoxetine, Vatalanib, TGX221 and RO3306) against GBM through molecular docking, drug likeness, ADMET analyses and molecular dynamics simulation studies. Thus, the discoveries of this study could serve as valuable resources for wet-lab experiments in order to take a proper treatment plan against GBM.
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Affiliation(s)
- Arnob Sarker
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6205, Bangladesh
- Bioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi, 6205, Bangladesh
| | - Md Abdul Aziz
- Department of Biochemistry and Molecular Biology, University of Rajshahi, Rajshahi, 6205, Bangladesh
| | - Md Bayazid Hossen
- Bioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi, 6205, Bangladesh
- Department of Agricultural and Applied Statistics, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Md Manir Hossain Mollah
- Department of Physical Sciences, Independent University, Bangladesh (IUB), Dhaka, Bangladesh
| | - Al-Amin
- Department of Zoology, University of Rajshahi, Rajshahi, 6205, Bangladesh
| | - Md Nurul Haque Mollah
- Bioinformatics Lab (Dry), Department of Statistics, University of Rajshahi, Rajshahi, 6205, Bangladesh.
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Dwivedi K, Rajpal A, Rajpal S, Kumar V, Agarwal M, Kumar N. Enlightening the path to NSCLC biomarkers: Utilizing the power of XAI-guided deep learning. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 243:107864. [PMID: 37866126 DOI: 10.1016/j.cmpb.2023.107864] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 10/07/2023] [Accepted: 10/11/2023] [Indexed: 10/24/2023]
Abstract
BACKGROUND AND OBJECTIVE The early diagnosis of Non-small cell lung cancer (NSCLC) is of prime importance to improve the patient's survivability and quality of life. Being a heterogeneous disease at the molecular and cellular level, the biomarkers responsible for the heterogeneity aid in distinguishing NSCLC into its prominent subtypes-adenocarcinoma and squamous cell carcinoma. Moreover, if identified, these biomarkers could pave the path to targeted therapy. Through this work, a novel explainable AI (XAI)-guided deep learning framework is proposed that assists in discovering a set of significant NSCLC-relevant biomarkers using methylation data. METHODS The proposed framework is divided into two blocks- the first block combines an autoencoder and a neural network to classify NSCLC instances. The second block utilizes various eXplainable AI (XAI) methods, namely IntegratedGradients, GradientSHAP, and DeepLIFT, to discover a set of seven significant biomarkers. RESULTS The classification performance of the biomarkers discovered using the proposed framework is evaluated by employing multiple machine learning algorithms, among which the Multilayer Perceptron (MLP) algorithm-based model outperforms others, yielding a 10-fold cross-validation accuracy of 91.53%. An improved accuracy of 96.37% is achieved by integrating RNA-Seq, CNV, and methylation data. On performing statistical analysis using the Friedman and Nemenyi tests, the MLP model is found to be significantly better than other machine learning-based models. Further, the clinical efficacy of the resultant biomarkers is established based on their potential druggability, the likelihood of predicting NSCLC patients' survival, gene-disease association, and biological pathways targeted by them. While the biomarkers C18orf18, CCNT2, THOP1, and TNPO2, are found potentially druggable, the biomarkers CCDC15, SNORA9, THOP1, and TNPO2 are found prognostically relevant. On further analysis, some of the discovered biomarkers are found to be associated with around 104 diseases. Moreover, five KEGG, ten Reactome, and three Wiki pathways are found to be triggered by the biomarkers discovered. CONCLUSION In summary, the proposed framework uncovers a set of clinically effective biomarkers that accurately classify NSCLC. As a future course of work, efforts would be made to combine a variety of omics data with histopathological data to unveil more precise biomarkers for devising personalized therapy.
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Affiliation(s)
- Kountay Dwivedi
- Department of Computer Science, University of Delhi, Delhi, India.
| | - Ankit Rajpal
- Department of Computer Science, University of Delhi, Delhi, India.
| | - Sheetal Rajpal
- Department of Computer Science, Dyal Singh College, Delhi, India.
| | - Virendra Kumar
- Department of Nuclear Magnetic Resonance, All India Institute of Medical Sciences, New Delhi, India.
| | - Manoj Agarwal
- Department of Computer Science, Hans Raj College, University of Delhi, Delhi, India.
| | - Naveen Kumar
- Department of Computer Science, University of Delhi, Delhi, India.
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Sun S, Dammann J, Lai P, Tian C. Thorough statistical analyses of breast cancer co-methylation patterns. BMC Genom Data 2022; 23:29. [PMID: 35428183 PMCID: PMC9011975 DOI: 10.1186/s12863-022-01046-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 04/01/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Breast cancer is one of the most commonly diagnosed cancers. It is associated with DNA methylation, an epigenetic event with a methyl group added to a cytosine paired with a guanine, i.e., a CG site. The methylation levels of different genes in a genome are correlated in certain ways that affect gene functions. This correlation pattern is known as co-methylation. It is still not clear how different genes co-methylate in the whole genome of breast cancer samples. Previous studies are conducted using relatively small datasets (Illumina 27K data). In this study, we analyze much larger datasets (Illumina 450K data).
Results
Our key findings are summarized below. First, normal samples have more highly correlated, or co-methylated, CG pairs than tumor samples. Both tumor and normal samples have more than 93% positive co-methylation, but normal samples have significantly more negatively correlated CG sites than tumor samples (6.6% vs. 2.8%). Second, both tumor and normal samples have about 94% of co-methylated CG pairs on different chromosomes, but normal samples have 470 million more CG pairs. Highly co-methylated pairs on the same chromosome tend to be close to each other. Third, a small proportion of CG sites’ co-methylation patterns change dramatically from normal to tumor. The percentage of differentially methylated (DM) sites among them is larger than the overall DM rate. Fourth, certain CG sites are highly correlated with many CG sites. The top 100 of such super-connector CG sites in tumor and normal samples have no overlaps. Fifth, both highly changing sites and super-connector sites’ locations are significantly different from the genome-wide CG sites’ locations. Sixth, chromosome X co-methylation patterns are very different from other chromosomes. Finally, the network analyses of genes associated with several sets of co-methylated CG sites identified above show that tumor and normal samples have different patterns.
Conclusions
Our findings will provide researchers with a new understanding of co-methylation patterns in breast cancer. Our ability to thoroughly analyze co-methylation of large datasets will allow researchers to study relationships and associations between different genes in breast cancer.
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Singh S, Geeta R, Das S. Comparative sequence analysis across Brassicaceae, regulatory diversity in KCS5 and KCS6 homologs from Arabidopsis thaliana and Brassica juncea, and intronic fragment as a negative transcriptional regulator. Gene Expr Patterns 2020; 38:119146. [PMID: 32947048 DOI: 10.1016/j.gep.2020.119146] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 08/26/2020] [Accepted: 09/08/2020] [Indexed: 11/26/2022]
Abstract
Intra- and epicuticular-waxes primarily comprising of very long chain aliphatic lipid (VLCFA), terpenoids and secondary metabolites such as sterol and flavonoids played a major role in successful colonization of terrestrial ecosystem by aquatic plants and are thus considered as a key evolutionary innovation. The key rate limiting step of Fatty Acid (FA) biosynthesis of condensation/elongation are catalyzed by the enzyme, β-ketoacyl coenzyme A synthase (KCS), part of FAE (Fatty Acid Elongase) complex. KCS6 has been shown to be responsible for elongation using C22 fatty acid as substrate and is considered essential for synthesis of VLCFA for cuticular waxes. Earlier studies have established KCS5 as a close paralog of KCS6 in Arabidopsis thaliana, albeit with non-redundant function. We subsequently established segmental duplication responsible for origin of KCS6-KCS5 paralogy which is exclusive to Brassicaceae. In the present study, we aim to understand impact of duplication on regulatory diversification and evolution, through sequence and functional analysis of cis-regulatory element of KCS5 and KCS6. High level of sequence variation leading to conservation of only the proximal end of the promoter corresponding to the core promoter was observed among Brassicaceae members; such high diversity was also revealed when sliding window analysis revealed only two to three phylogenetic footprints. Profiling of transcription factor binding sites (TFBS) across Brassicaceae shows presence of light, hormone and stress responsive motifs; a few motifs involved in tissue specific expression (Skn-1; endosperm) were also detected. Functional characterization using transcriptional fusion constructs revealed regulatory diversification when promoter activity of homologs from A. thaliana and Brassica juncea were compared. When subjected to 5-Azacytidine, altered promoter activity was observed, implying role of DNA methylation in transcriptional regulation. Finally, investigation of the role of an 87 bp fragment from first intron that is retained in a splice variant, revealed it to be a transcriptional repressor. This is a first report on comparative sequence and functional analysis of transcriptional regulation of KCS5 and KCS6; further studies are required before manipulation of cuticular waxes as a strategy for mitigating stress.
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Affiliation(s)
- Swati Singh
- Department of Botany, University of Delhi, Delhi, 110007, India
| | - R Geeta
- Department of Botany, University of Delhi, Delhi, 110007, India
| | - Sandip Das
- Department of Botany, University of Delhi, Delhi, 110007, India.
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Tuoya AD, Wang DX, Xing YS, Liu RJ, Hu YX, Zhang MD, Bai TY, Lv XL, Li J, Chang FH. Relationship between Methylation of FHIT and CDH13 Gene Promoter Region and Liver Cancer. Curr Med Sci 2020; 40:502-509. [PMID: 32474857 DOI: 10.1007/s11596-020-2202-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 04/04/2020] [Indexed: 01/27/2023]
Abstract
In order to demonstrate the relationship between methylation of fragile histidine triad (FHIT) and T-cadherin/H-cadherin (CDH13) genes and liver cancer, the methylation status of FHIT and CDH13 was detected in healthy individuals and in Mongolian and Han patients with liver cancer. The phenol-chloroform method was used to extract genomic DNA. The methylation specific polymerase chain reaction method was applied to detect the methylation status of FHIT and CDH13. The relationship between smoking and alcohol consumption and gene (FHIT and CDH13) methylation was analyzed. There was significant difference in methylation rate of FHIT (72.67%, 34.67%) and CDH13 (72.0%, 28.0%) between liver cancer patients and healthy individuals of Mongolian descent (P<0.05), as well as that of FHIT (68%, 30.67%) and CDH13 (64%, 26%) between liver cancer patients and healthy individuals of Han individuals (P<0.05). There was also a relationship between smoking and drinking and the methylation of FHIT and CDH13 (P<0.05). Thus, the methylation of FHIT and CDH13 had a relationship with liver cancer incidence. Smoking and alcohol ingestion may promote the methylation of FHIT and CDH13.
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Affiliation(s)
- Ao-Dun Tuoya
- The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010010, China
| | - Dong-Xue Wang
- Department of Pharmacology of Pharmaceutical College, Inner Mongolia Medical University, Hohhot, 010010, China
| | - Yu-Shu Xing
- The Center for New Drug Safety Evaluation and Research of Inner Mongolia Medical University, Hohhot, 010010, China.,Inner Mongolia Research Center for Drug Screening, Hohhot, 010110, China
| | - Rui-Jun Liu
- The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010010, China
| | - Yu-Xia Hu
- The Center for New Drug Safety Evaluation and Research of Inner Mongolia Medical University, Hohhot, 010010, China.,Inner Mongolia Research Center for Drug Screening, Hohhot, 010110, China
| | - Meng-di Zhang
- Department of Pharmacology of Pharmaceutical College, Inner Mongolia Medical University, Hohhot, 010010, China.,Inner Mongolia Research Center for Drug Screening, Hohhot, 010110, China
| | - Tu-Ya Bai
- Department of Pharmacology of Pharmaceutical College, Inner Mongolia Medical University, Hohhot, 010010, China.,Inner Mongolia Research Center for Drug Screening, Hohhot, 010110, China
| | - Xiao-Li Lv
- Department of Pharmacology of Pharmaceutical College, Inner Mongolia Medical University, Hohhot, 010010, China.,Inner Mongolia Research Center for Drug Screening, Hohhot, 010110, China
| | - Jun Li
- Inner Mongolia Research Center for Drug Screening, Hohhot, 010110, China
| | - Fu-Hou Chang
- Department of Pharmacology of Pharmaceutical College, Inner Mongolia Medical University, Hohhot, 010010, China. .,The Center for New Drug Safety Evaluation and Research of Inner Mongolia Medical University, Hohhot, 010010, China. .,Inner Mongolia Research Center for Drug Screening, Hohhot, 010110, China.
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Ma K, Cheng Z, Sun L, Li H. Identification of potential therapeutic targets for gliomas by bioinformatics analysis. Oncol Lett 2017; 14:5203-5210. [PMID: 29113156 PMCID: PMC5652254 DOI: 10.3892/ol.2017.6850] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Accepted: 06/09/2017] [Indexed: 01/16/2023] Open
Abstract
Gliomas are primary tumors that originate in the brain or spinal cord and develop from supportive glial cells. The present study aimed to identify potential candidate molecular markers for the treatment of gliomas, and to explore the underlying mechanisms of this disease. The gene expression profile data GSE50021, which consisted of 10 specimens of normal brain tissues and 35 specimens of glioma tissues, was downloaded from Gene Expression Omnibus (GEO). The methylation microarray data GSE50022, consisting of 28 glioma specimens, was also downloaded from GEO. Differentially expressed genes (DEGs) between patients with glioma and normal individuals were identified, and key methylation sites were screened. Transcriptional regulatory networks were constructed, and target genes were selected. Survival analysis of key methylation sites and risk analysis of sub-pathways were performed, from which key genes and pathways were selected. A total of 79 DEGs and 179 key methylation sites were identified, of which 20 target genes and 36 transcription factors were included in the transcriptional regulatory network. Glutamate metabotropic receptor 2 (GRM2) was regulated by 8 transcription factors. Inositol-trisphosphate 3-kinase A (ITPKA) was a significantly enriched DEG, associated with the inositol phosphate metabolism pathway, Survival analysis revealed that the survival time of patients with lower methylation levels in cg00157228 was longer than patients with higher methylation levels. ITPKA was the closest located gene to cg00157228. In conclusion, GRM2 and enriched ITPKA, associated with the inositol phosphate metabolism pathway, may be key mechanisms in the development and progression of gliomas. Furthermore, the present study provided evidence for an additional mechanism of methylation-induced gliomas, in which methylation results in the dysregulation of specific transcripts. The results of the present study may provide a research direction for studying the mechanisms underlying the development and progression of gliomas.
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Affiliation(s)
- Ke Ma
- Department of Paediatric Emergency, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Zhihua Cheng
- Department of Vascular Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Liqun Sun
- Department of Paediatric Emergency, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - Haibo Li
- Department of Paediatric Emergency, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
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Association of LPS chemotype of Mannheimia (Pasteurella) haemolytica A1 with disease virulence in a model of ovine pneumonic pasteurellosis. ACTA ACUST UNITED AC 2016. [DOI: 10.1177/09680519030090010201] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Host responses during pneumonic pasteurellosis were compared in sheep infected with strains of Mannheimia (Pasteurella) haemolytica A1 differing in their O-antigen type. Nine-week-old, specific pathogen-free lambs were infected intratracheally with parainfluenza type 3 virus (108 TCID50) followed 7 days later by 5—6 . 107 CFU of M. haemolytica A1 possessing rough (group R, 6 lambs) or smooth (group S, 6 lambs) lipopolysaccharide, or saline (group C, 4 lambs). Group C lambs remained afebrile with no evidence of endotoxaemia or bacteraemia and biochemical parameters were normal. Group R and group S lambs became febrile within 2—3 h postinfection and the response was higher and more prolonged in group R lambs. Four group R and 2 group S lambs developed clinical pneumonic pasteurellosis within 24—48 h and the severity of disease correlated with episodes of endotoxaemia, bacteraemia and elevated eicosanoid concentrations. At postmortem, M. haemolytica (107—109 CFU/g) was isolated from the lungs of all 6 group R lambs but from only 1 group S lamb. The results indicate an association between the incidence and severity of ovine pneumonic pasteurellosis and LPS chemotype and suggest an important role for LPS chemotype in determining host-species susceptibility to lung infection.
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Sun S, Li P. HMPL: A Pipeline for Identifying Hemimethylation Patterns by Comparing Two Samples. Cancer Inform 2015; 14:235-45. [PMID: 26308520 PMCID: PMC4530977 DOI: 10.4137/cin.s17286] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Revised: 06/18/2015] [Accepted: 06/28/2015] [Indexed: 01/03/2023] Open
Abstract
DNA methylation (the addition of a methyl group to a cytosine) is an important epigenetic event in mammalian cells because it plays a key role in regulating gene expression. Most previous methylation studies assume that DNA methylation occurs on both positive and negative strands. However, a few studies have reported that in some genes, methylation occurs only on one strand (ie, hemimethylation) and has clustering patterns. These studies report that hemimethylation occurs on individual genes. It is unclear whether hemimethylation occurs genome-wide and whether there are hemimethylation differences between cancerous and noncancerous cells. To address these questions, we have developed the first-ever pipeline, named hemimethylation pipeline (HMPL), to identify hemimethylation patterns. Utilizing the available software and the newly developed Perl and R scripts, HMPL can identify hemimethylation patterns for a single sample and can also compare two different samples.
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Affiliation(s)
- Shuying Sun
- Department of Mathematics, Texas State University, San Marcos, TX, USA
| | - Peng Li
- Department of Electrical Engineering and Computer Sciences, Case Western Reserve University, Cleveland, OH, USA
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9
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Nicolia V, Lucarelli M, Fuso A. Environment, epigenetics and neurodegeneration: Focus on nutrition in Alzheimer's disease. Exp Gerontol 2015; 68:8-12. [DOI: 10.1016/j.exger.2014.10.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Revised: 10/07/2014] [Accepted: 10/10/2014] [Indexed: 12/24/2022]
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10
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Zhang Y, Lima CF, Rodrigues LR. Anticancer effects of lactoferrin: underlying mechanisms and future trends in cancer therapy. Nutr Rev 2014; 72:763-73. [PMID: 25406879 DOI: 10.1111/nure.12155] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Lactoferrin has been widely studied over the last 70 years, and its role in diverse biological functions is now well known and generally accepted by the scientific community. Usually, alterations of the lactoferrin gene in cells are associated with an increased incidence of cancer. Several studies suggest that exogenous treatment with lactoferrin and its derivatives can efficiently inhibit the growth of tumors and reduce susceptibility to cancer. None of these studies, however, reported a consistent outcome with regard to the mechanisms underlying the anticancer effects of lactoferrin. In this review, the association of lactoferrin with cancer is thoroughly discussed, from lactoferrin gene expression to the potential use of lactoferrin in cancer therapy. Lactoferrin cytotoxicity against several cancers is reported to occur in distinct ways under different conditions, namely by cell membrane disruption, apoptosis induction, cell cycle arrest, and cell immunoreaction. Based on these mechanisms, new strategies to improve the anticancer effects of the lactoferrin protein and/or its derivatives are proposed. The potential for lactoferrin in the field of cancer research (including as a chemotherapeutic agent in cancer therapy) is also discussed.
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Affiliation(s)
- Yunlei Zhang
- CEB - Centre of Biological Engineering, University of Minho, Braga, Portugal; College of Life Science, Hunan Provincial Key Laboratory of Microbial Molecular Biology - State Key Laboratory Breeding Base of Microbial Molecular Biology, Hunan Normal University, Changsha, China
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11
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Protective effect of (-)-epigallocatechin-3-gallate on capsaicin-induced DNA damage and oxidative stress in human erythrocyes and leucocytes in vitro. Cytotechnology 2014; 67:367-77. [PMID: 24728932 DOI: 10.1007/s10616-014-9695-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2013] [Accepted: 01/24/2014] [Indexed: 01/10/2023] Open
Abstract
The aim of this study is to show that protective effects of the main catechin (-)-epigallocatechin-3-gallate (EGCG) against capsaicin (CAP) induced oxidative stress and DNA damage in human blood in vitro. Superoxide dismutase, catalase, glutathione peroxidase and malondialdehyde (MDA) level were studied in erythrocytes and leucocytes with increased concentrations of CAP. DNA damage in leucocytes was measured by the comet assay. Human blood cells have been administered with doses between 0 and 200 μM of CAP and/or EGCG (20 μM) for an hour at 37 °C. Treatment with CAP alone has increased the levels of MDA and decreased antioxidant enzymes in human blood cells. A significant increase in tail DNA%, mean tail length and tail moment indicating DNA damage has been observed at the highest dose of CAP treatment when compared to controls. Treatment of cells with CAP plus EGCG prevented CAP-induced changes in antioxidant enzyme activities and MDA level and mean tail lenght indicating DNA damage. A significant increase in mean tail lenght was observed at high doses of CAP. These data suggest that EGCG can prevent toxicity to human erythrocytes and leucocytes caused by CAP, only at low doses.
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Banji D, Banji OJF, Reddy M, Annamalai AR. Impact of zinc, selenium and lycopene on capsaicin induced mutagenicity and oxidative damage in mice. J Trace Elem Med Biol 2013; 27:230-5. [PMID: 23380154 DOI: 10.1016/j.jtemb.2013.01.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Revised: 12/13/2012] [Accepted: 01/05/2013] [Indexed: 11/17/2022]
Abstract
Capsaicin is employed as a condiment and colorant in the cosmetic and pharmaceutical industries. Metabolism of capsaicin produces reactive phenoxy radicals, which inflict damage to DNA. Micronutrients such as zinc and selenium facilitate the expression of tissue repair factors, and lycopene has natural antioxidant action. The current study investigated the possible protective role of zinc, selenium and lycopene singly and in combination in ameliorating capsaicin induced mutagenicity. Fifty four Swiss albino mice received the vehicle, zinc (10 mg/kg), selenium (2 mg/kg), lycopene (2 mg/kg) alone, capsaicin alone (2 mg/kg), and capsaicin along with zinc (10mg/kg), selenium (2 mg/kg) and lycopene (2 mg/kg) in combination by the oral route for 32 days. Animals were killed 24 h after the last treatment, and micronuclei formation in bone marrow and peripheral blood were assessed. Antioxidant status in plasma, the total protein, nucleic acids, and DNA fragmentation was assessed in the liver homogenate. Capsaicin substantially damaged nuclear material and increased oxidative stress. Individual therapy with lycopene was most effective in reducing micronuclei formation, lipid peroxidation, and in augmenting ferric reducing ability of plasma. This was closely followed by zinc and selenium. Zinc protected against DNA fragmentation followed by lycopene and selenium. The combination therapy was effective over individual treatment against DNA fragmentation, micronuclei and malondialdehyde formation. The combination did not exert a substantial benefit over individual therapy in enhancing the total antioxidant ability of plasma. The risk of capsaicin induced mutagenicity was lowered with the combination by reducing the generation of free radicals and by enhancing tissue repair.
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Affiliation(s)
- David Banji
- Department of Pharmacology and Toxicology, Nalanda College of Pharmacy, Cherlapally, Nalgonda 508001, A.P., India.
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DNA methylation in the malignant transformation of meningiomas. PLoS One 2013; 8:e54114. [PMID: 23349797 PMCID: PMC3551961 DOI: 10.1371/journal.pone.0054114] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Accepted: 12/10/2012] [Indexed: 11/19/2022] Open
Abstract
Meningiomas are central nervous system tumors that originate from the meningeal coverings of the brain and spinal cord. Most meningiomas are pathologically benign or atypical, but 3-5% display malignant features. Despite previous studies on benign and atypical meningiomas, the key molecular pathways involved in malignant transformation remain to be determined, as does the extent of epigenetic alteration in malignant meningiomas. In this study, we explored the landscape of DNA methylation in ten benign, five atypical and four malignant meningiomas. Compared to the benign tumors, the atypical and malignant meningiomas demonstrate increased global DNA hypomethylation. Clustering analysis readily separates malignant from atypical and benign tumors, implicating that DNA methylation patterns may serve as diagnostic biomarkers for malignancy. Genes with hypermethylated CpG islands in malignant meningiomas (such as HOXA6 and HOXA9) tend to coincide with the binding sites of polycomb repressive complexes (PRC) in early developmental stages. Most genes with hypermethylated CpG islands at promoters are suppressed in malignant and benign meningiomas, suggesting the switching of gene silencing machinery from PRC binding to DNA methylation in malignant meningiomas. One exception is the MAL2 gene that is highly expressed in benign group and silenced in malignant group, representing de novo gene silencing induced by DNA methylation. In summary, our results suggest that malignant meningiomas have distinct DNA methylation patterns compared to their benign and atypical counterparts, and that the differentially methylated genes may serve as diagnostic biomarkers or candidate causal genes for malignant transformation.
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Lurie G, Wilkens LR, Shvetsov YB, Ollberding NJ, Franke AA, Henderson BE, Kolonel LN, Goodman MT. Prediagnostic plasma pyridoxal 5'-phosphate (vitamin b6) levels and invasive breast carcinoma risk: the multiethnic cohort. Cancer Epidemiol Biomarkers Prev 2012; 21:1942-8. [PMID: 22879204 DOI: 10.1158/1055-9965.epi-12-0717-t] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Evidence from experimental and epidemiologic studies suggests that vitamin B6 may reduce the risk of breast cancer. METHODS We examined the association of prediagnostic plasma concentrations of pyridoxal-5'-phosphate (PLP), an active form of vitamin B6, with postmenopausal breast cancer risk in a case-control study nested in the multiethnic cohort in Hawaii and Southern California, including 706 cases and 706 controls matched on date of birth, ethnicity, study site, date of blood draw, time of blood draw, hours of fasting before blood draw, and use of menopausal hormones. OR and 95% confidence intervals (CI) were calculated using conditional logistic regression models. RESULTS Women with plasma PLP concentrations in the highest quartile had a 30% reduced risk of invasive breast cancer (CI: 0.50-0.98) as compared with the women in the lowest PLP quartile (P for trend = 0.02). The association seemed to be limited in cases with hormone receptor-positive tumors (P for heterogeneity = 0.04); and remained unchanged in the analysis restricted to women with blood samples collected more than one year before cancer diagnosis (OR = 0.69; CI: 0.48-0.99; P for trend = 0.03). CONCLUSIONS These data suggest that higher circulating levels of vitamin B6 are associated with a reduced risk of invasive postmenopausal breast cancer. IMPACT These results, in combination with information from two other prospective studies, suggest a role for vitamin B6 in the prevention of postmenopausal breast cancer. Additional studies are needed to further investigate potential heterogeneity of the vitamin B6 association with breast cancer risk by tumor hormone receptor status.
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Affiliation(s)
- Galina Lurie
- University of Hawaii Cancer Center, Honolulu, HI 96813, USA.
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Konkankit VV, Kim W, Koya RC, Eskin A, Dam MA, Nelson S, Ribas A, Liau LM, Prins RM. Decitabine immunosensitizes human gliomas to NY-ESO-1 specific T lymphocyte targeting through the Fas/Fas ligand pathway. J Transl Med 2011; 9:192. [PMID: 22060015 PMCID: PMC3229551 DOI: 10.1186/1479-5876-9-192] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2011] [Accepted: 11/07/2011] [Indexed: 12/16/2022] Open
Abstract
Background The lack of effective treatments for gliomas makes them a significant health problem and highlights the need for the development of novel and innovative treatment approaches. Immunotherapy is an appealing strategy because of the potential ability for immune cells to traffic to and destroy infiltrating tumor cells. However, the absence of well-characterized, highly immunogenic tumor-rejection antigens (TRA) in gliomas has limited the implementation of targeted immune-based therapies. Methods We hypothesized that treatment with the demethylating agent, decitabine, would upregulate the expression of TRA on tumor cells, thereby facilitating enhanced surveillance by TRA-specific T cells. Results and Discussion Treatment of human glioma cells with decitabine increased the expression of NY-ESO-1 and other well characterized cancer testes antigens. The upregulation of NY-ESO-1 made these tumors susceptible to NY-ESO-1-specific T-cell recognition and lysis. Interestingly, decitabine treatment of T98 glioma cells also sensitized them to Fas-dependent apoptosis with an agonistic antibody, while a Fas blocking antibody could largely prevent the enhanced functional recognition by NY-ESO-1 specific T cells. Thus, decitabine treatment transformed a non-immunogenic glioma cell into an immunogenic target that was efficiently recognized by NY-ESO-1--specific T cells. Conclusions Such data supports the hypothesis that agents which alter epigenetic cellular processes may "immunosensitize" tumor cells to tumor-specific T cell-mediated lysis.
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Affiliation(s)
- Veerauo V Konkankit
- Graduate Program in Physiological Sciences, David Geffen School of Medicine at UCLA, University of California Los Angeles, Los Angeles, California, 90095, USA.
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Yang SY, Yang XL, Yao LF, Wang HB, Sun CK. Effect of CpG methylation on DNA binding protein: molecular dynamics simulations of the homeodomain PITX2 bound to the methylated DNA. J Mol Graph Model 2011; 29:920-7. [PMID: 21498098 DOI: 10.1016/j.jmgm.2011.03.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2010] [Revised: 03/02/2011] [Accepted: 03/03/2011] [Indexed: 10/18/2022]
Abstract
A large number of studies have argued that aberrant CpG methylation is associated with some human cancers. One possible mechanism of the cancer caused by CpG methylation is the gene repression, which is a binding-inhibition of the sequence-specific transcription factors bound to specific DNA-binding sites. Exploring the effects of CpG methylation on the structure and the thermodynamic property of DNA-binding transcription factors will help to gain an insight into how CpG methylation affects the repression of gene transcription in cancer. We have performed molecular dynamics (MD) simulations and free energy calculations of the protein bound to the native or the methylated DNA, in which the solution structure of the K50-class homeodomain PITX2 bound to DNA was used as a template. The simulation results indicate that the methylated CpG located at the DNA major groove can enhance the protein-DNA interactions, and the residue side-chains near the methylated CpG pair appear to have an unusually high affinity with DNA. The structural analysis and calculated energy values demonstrate that the binding-induced structural changes were further encouraged as the CpG methylation upon the complexation. Moreover, the CpG methylation may reduce the unfavorable effect of the conformational entropy and increase the electrostatic contribution to the binding free energy of DNA-PITX2. The changes in specific binding sites and the excessive affinity between DNA and protein caused by the CpG methylation could affect the gene transcriptional activity.
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Affiliation(s)
- Si-Ya Yang
- School of Chemistry and Chemical Engineering, Qujing Normal University, Sanjiang Road, Qinig District, Qujing City 655011, Yunnan Province, PR China.
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Epigenetic silencing of CRABP2 and MX1 in head and neck tumors. Neoplasia 2010; 11:1329-39. [PMID: 20019841 DOI: 10.1593/neo.91110] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2009] [Revised: 08/05/2009] [Accepted: 08/07/2009] [Indexed: 11/18/2022] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is a heterogeneous disease affecting the epithelium of the oral cavity, pharynx and larynx. Conditions of most patients are diagnosed at late stages of the disease, and no sensitive and specific predictors of aggressive behavior have been identified yet. Therefore, early detection and prognostic biomarkers are highly desirable for a more rational management of the disease. Hypermethylation of CpG islands is one of the most important epigenetic mechanisms that leads to gene silencing in tumors and has been extensively used for the identification of biomarkers. In this study, we combined rapid subtractive hybridization and microarray analysis in a hierarchical manner to select genes that are putatively reactivated by the demethylating agent 5-aza-2'-deoxycytidine (5Aza-dC) in HNSCC cell lines (FaDu, UM-SCC-14A, UM-SCC-17A, UM-SCC-38A). This combined analysis identified 78 genes, 35 of which were reactivated in at least 2 cell lines and harbored a CpG island at their 5' region. Reactivation of 3 of these 35 genes (CRABP2, MX1, and SLC15A3) was confirmed by quantitative real-time polymerase chain reaction (PCR; fold change, >or=3). Bisulfite sequencing of their CpG islands revealed that they are indeed differentially methylated in the HNSCC cell lines. Using methylation-specific PCR, we detected a higher frequency of CRABP2 (58.1% for region 1) and MX1 (46.3%) hypermethylation in primary HNSCC when compared with lymphocytes from healthy individuals. Finally, absence of the CRABP2 protein was associated with decreased disease-free survival rates, supporting a potential use of CRABP2 expression as a prognostic biomarker for HNSCC patients.
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Eussen SJPM, Vollset SE, Hustad S, Midttun Ø, Meyer K, Fredriksen A, Ueland PM, Jenab M, Slimani N, Ferrari P, Agudo A, Sala N, Capellá G, Del Giudice G, Palli D, Boeing H, Weikert C, Bueno-de-Mesquita HB, Büchner FL, Carneiro F, Berrino F, Vineis P, Tumino R, Panico S, Berglund G, Manjer J, Stenling R, Hallmans G, Martínez C, Arrizola L, Barricarte A, Navarro C, Rodriguez L, Bingham S, Linseisen J, Kaaks R, Overvad K, Tjønneland A, Peeters PHM, Numans ME, Clavel-Chapelon F, Boutron-Ruault MC, Morois S, Trichopoulou A, Lund E, Plebani M, Riboli E, González CA. Vitamins B2 and B6 and genetic polymorphisms related to one-carbon metabolism as risk factors for gastric adenocarcinoma in the European prospective investigation into cancer and nutrition. Cancer Epidemiol Biomarkers Prev 2010; 19:28-38. [PMID: 20056620 DOI: 10.1158/1055-9965.epi-08-1096] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
B vitamins and polymorphisms in genes coding for enzymes involved in one-carbon metabolism may affect DNA synthesis and methylation and thereby be implicated in carcinogenesis. Previous data on vitamins B2 and B6 and genetic polymorphisms other than those involving MTHFR as risk factors for gastric cancer (GC) are sparse and inconsistent. In this case-control study nested within the European Prospective Investigation into Cancer and Nutrition cohort, cases (n = 235) and controls (n = 601) were matched for study center, age, sex, and time of blood sampling. B2 and B6 species were measured in plasma, and the sum of riboflavin and flavin mononucleotide was used as the main exposure variable for vitamin B2 status, whereas the sum of pyridoxal 5'-phosphate, pyridoxal, and 4-pyridoxic acid was used to define vitamin B6 status. In addition, we determined eight polymorphisms related to one-carbon metabolism. Relative risks for GC risk were calculated with conditional logistic regression, adjusted for Helicobacter pylori infection status and smoking status. Adjusted relative risks per quartile (95% confidence interval, P(trend)) were 0.85 (0.72-1.01, 0.06) for vitamin B2 and 0.78 (0.65-0.93, <0.01) for vitamin B6. Both relations were stronger in individuals with severe chronic atrophic gastritis. The polymorphisms were not associated with GC risk and did not modify the observed vitamin-cancer associations. In summary, results from this large European cohort study showed an inverse association between vitamin B2 and GC risk, which is borderline significant, and a significant inverse association between vitamin B6 and GC risk.
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Affiliation(s)
- Simone J P M Eussen
- LOCUS for homocysteine and related vitamins, Department of Pharmacology, Institute of Medicine, University of Bergen, and Haukeland University Hospital, Bergen, Norway.
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Guo W, Dong Z, Guo Y, Kuang G, Yang Z, Chen Z. Detection of promoter hypermethylation of the CpG island of E-cadherin in gastric cardiac adenocarcinoma. Eur J Med Res 2009; 14:453-8. [PMID: 19748854 PMCID: PMC3352230 DOI: 10.1186/2047-783x-14-10-453] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
AIM Abnormal hypermethylation of CpG islands associated with tumor suppressor genes can lead to transcriptional silencing in neoplasia. The aim of this study was to investigate the promoter methylation and expression of E-cadherin gene in gastric cardiac adenocarcinoma (GCA). METHODS A nested MSP approach, immunohistochemistry method and RT-PCR were used respectively to examine the methylation status of the 5' CpG island of E-cadherin, its protein expression and mRNA expression in tumors and corresponding normal tissues. RESULTS E-cadherin was methylated in 63 of 92 (68.5%) tumor specimens, which was significantly higher than that in corresponding normal tissues (P<0.001). Methylation frequencies of stage III and IV tumor tissues was significantly higher than that in stage I and II tumor tissues (P = 0.01). Methylation status of poor differentiation group was significantly higher than moderate and poor-moderate differentiation groups (P<0.01). By immunostaining 51 of 92 tumor tissues demonstrated heterogeneous, positive immunostaining of tumor tissues (44.6%), significantly different from matched normal tissues (P<0.001). Positive immunostaining of stage III and IV tumor tissues was significantly lower than stage I and II tumor tissues (P<0.01). Poor differentiation group was also significantly lower than moderate and poor-moderate differentiation groups (P<0.05). 80 percent of tumor tissues with E-cadherin gene methylated showed inactivated mRNA expression. CONCLUSIONS High methylation status of the 5' CpG island of E-cadherin gene may be one of the mechanisms in the development of gastric cardiac adenocarcinoma.
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Affiliation(s)
- W Guo
- Department of Laboratory of Pathology, Hebei Cancer Institute, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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20
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Jiang T, Huang Z, Chan JY, Zhang DD. Nrf2 protects against As(III)-induced damage in mouse liver and bladder. Toxicol Appl Pharmacol 2009; 240:8-14. [PMID: 19538980 DOI: 10.1016/j.taap.2009.06.010] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2009] [Revised: 06/08/2009] [Accepted: 06/10/2009] [Indexed: 02/07/2023]
Abstract
Arsenic compounds are classified as toxicants and human carcinogens. Environmental exposure to arsenic imposes a big health issue worldwide. Arsenic elicits its toxic efforts through many mechanisms, including generation of reactive oxygen species (ROS). Nrf2 is the primary transcription factor that controls expression of a main cellular antioxidant response, which is required for neutralizing ROS and thus defending cells from exogenous insults. Previously, we demonstrated a protective role of Nrf2 against arsenic-induced toxicity using a cell culture model. In this report, we present evidence that Nrf2 protects against liver and bladder injury in response to six weeks of arsenic exposure in a mouse model. Nrf2(-/-) mice displayed more severe pathological changes in the liver and bladder, compared to Nrf2(+/+) mice. Furthermore, Nrf2(-/-) mice were more sensitive to arsenic-induced DNA hypomethylation, oxidative DNA damage, and apoptotic cell death. These results indicate a protective role of Nrf2 against arsenic toxicity in vivo. Hence, this work demonstrates the feasibility of using dietary compounds that target activation of the Nrf2 signaling pathway to alleviate arsenic-induced damage.
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Affiliation(s)
- Tao Jiang
- Department of Pharmacology and Toxicology, University of Arizona, 1703 E. Mabel St., Tucson, AZ 85721, USA
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21
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Guo W, Dong Z, Chen Z, Yang Z, Wen D, Kuang G, Guo Y, Shan B. Aberrant CpG island hypermethylation of RASSF1A in gastric cardia adenocarcinoma. Cancer Invest 2009; 27:459-65. [PMID: 19160099 DOI: 10.1080/07357900802620828] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Ras-association domain family 1A (RASSF1A) gene, a candidate tumor suppressor gene, is inactivated in several human tumors, usually by hypermethylation of its promoter region. RASSF1A induces cell cycle arrest through inhibition of cyclin D1 accumulation. In this work, the promoter methylation status of the RASSF1A in 92 gastric cardia adenocarcinoma (GCA) and corresponding normal tissues were investigated using Methylation-specific PCR (MSP) approach, immunohistochemistry method and RT-PCR were used respectively to examine the protein expression and mRNA expression of RASSF1A in tumors and corresponding normal tissues. Cyclin D1 expression was examined by immunohistochemistry. RASSF1A was methylated in 54/92 (58.7%) tumor specimens, which was significantly higher than that in corresponding normal tissues (p <.001). Methylation frequencies of stage III and IV tumor tissues were significantly higher than that in stage I and II tumor tissues (p <.05). By immunostaining, 43/92 (46.7%) tumor tissues demonstrated heterogeneous, positive immunostaining of tumor tissues was significantly reduced with comparison to matched normal tissues (p <.001). mRNA expressions of RASSF1A in GCA tumor tissues were reduced significantly with comparison to the corresponding normal tissues (OD value: 0.2376 +/- 0.2315 vs 0.6874 +/- 0.2668, p <.001). RASSF1A mRNA expression in methylation group of GCA was significantly different from that in unmethylation group (p <.001). Cyclin D1 hyper-expression was found in 72/92 (78.3%) cases and correlated with RASSF1A methylation (p <.05). Our data suggested that epigenetic silencing of RASSF1A gene expression by promoter hypermethylation may play an important role in GCA.
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Affiliation(s)
- Wei Guo
- Department of Research Center, Hebei Cancer Institute, the Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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Moriichi K, Watari J, Das KM, Tanabe H, Fujiya M, Ashida T, Kohgo Y. Effects of Helicobacter pylori infection on genetic instability, the aberrant CpG island methylation status and the cellular phenotype in Barrett's esophagus in a Japanese population. Int J Cancer 2009; 124:1263-9. [PMID: 19048617 DOI: 10.1002/ijc.24092] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Genetic or epigenetic alterations in Barrett's esophagus (BE) with/without Helicobacter pylori (H. pylori) infection remain unclear. We examined the effects of H. pylori infection on genetic instability (GIN), the CpG island methylation status and a biomarker related to BE carcinogenesis. We analyzed 113 Japanese individuals with endoscopically suspected BE. The patients included, Group CLE (n = 25): no specialized intestinal metaplasia (SIM) in a columnar lined epithelium (control); Group BE (n = 88): all had SIM. Microsatellite instability and a loss of heterozygosity as GIN, the methylation status at hMLH1, E-cadherin, p16 and APC, and immunoreactivity using a monoclonal antibody (mAb) Das-1, which specifically reacts with BE, were evaluated. Nine additional patients with BE were prospectively followed up for 2 years after successful H. pylori eradication. The frequency of GIN, methylation at E-cadherin and APC, and mAb Das-1 reactivity in Group BE was significantly higher than that in Group CLE (p < 0.0001, p < 0.0001 and p < 0.005, and p < 0.0001, respectively). Furthermore, GIN, E-cadherin methylation and mAb Das-1 reactivity showed a significantly higher incidence in patients with H.pylori infection than in those without H. pylori infection (p < 0.01, p < 0.005, and p < 0.01, respectively). Interestingly, the patients from Group BE were observed to change to a stable state of molecular alterations in 60% for GIN, 42.9% for E-cadherin methylation and 55.6% for APC methylation, or a reduction of mAb Das-1 reactivity was noted in 25% following eradication. H. pylori infection may therefore affect these molecular alterations associated with the pathogenesis of BE, to some degree, in the Japanese population.
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Affiliation(s)
- Kentaro Moriichi
- Department of Medicine, Division of Gastroenterology and Hematology/Oncology, Asahikawa Medical College, Asahikawa, Japan
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Hinshelwood RA, Clark SJ. Breast cancer epigenetics: normal human mammary epithelial cells as a model system. J Mol Med (Berl) 2008; 86:1315-28. [PMID: 18716754 DOI: 10.1007/s00109-008-0386-3] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2008] [Revised: 06/17/2008] [Accepted: 06/25/2008] [Indexed: 12/23/2022]
Abstract
DNA hypermethylation and histone modifications are two critical players involved in epigenetic regulation and together play an important role in silencing tumor-suppressor genes in all cancers, including breast cancer. One of the major challenges facing breast cancer researchers is the problem of how to identify critical genes that are epigenetically silenced early in cancer initiation as these genes provide potential early diagnostic and/or therapeutic targets for breast cancer management. This review will focus on compelling evidence that normal Human Mammary Epithelial Cells (HMECs) that escape senescence in culture mimic genetic and epigenetic events occurring in early breast cancer, and provide a valuable system to delineate the early steps in epigenetic deregulation that often occur during transition of a normal breast cell to a premalignant cell. In particular, this model system has been used to investigate the relationship between gene silencing, DNA methylation, histone modifications, and polycomb association that may occur early in oncogenic transformation.
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Affiliation(s)
- Rebecca A Hinshelwood
- The Garvan Institute of Medical Research, 384 Victoria St, Darlinghurst, NSW 2010, Australia
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Byun HM, Choi SH, Laird PW, Trinh B, Siddiqui MA, Marquez VE, Yang AS. 2'-Deoxy-N4-[2-(4-nitrophenyl)ethoxycarbonyl]-5-azacytidine: a novel inhibitor of DNA methyltransferase that requires activation by human carboxylesterase 1. Cancer Lett 2008; 266:238-48. [PMID: 18499340 DOI: 10.1016/j.canlet.2008.02.069] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2007] [Revised: 02/25/2008] [Accepted: 02/26/2008] [Indexed: 11/30/2022]
Abstract
2'-Deoxy-N4-[2-(4-nitrophenyl)ethoxycarbonyl]-5-azacytidine (NPEOC-DAC), decitabine with a modification of the N4 position of the azacitidine ring can be used to inhibit DNA methyltransferase. This modification protects the azacitidine ring and can be cleaved by carboxylesterase to release decitabine. NPEOC-DAC was 23-fold less potent at low doses (<10microM) than decitabine at inhibiting DNA methylation, and was also associated with a 3-day delay in its effect. However, at doses > or = 10microM NPEOC-DAC was more effective at inhibiting DNA methylation. Theses differences between decitabine and NPEOC-DAC are dependent on the cleavage of the carboxylester bond, and could be potentially exploited pharmacologically.
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Affiliation(s)
- Hyang-Min Byun
- Division of Hematology, University of Southern California/Norris Comprehensive Cancer Center, 1441 Eastlake Avenue, Room 6428, Los Angeles, CA, USA
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Clark SJ. Action at a distance: epigenetic silencing of large chromosomal regions in carcinogenesis. Hum Mol Genet 2007; 16 Spec No 1:R88-95. [PMID: 17613553 DOI: 10.1093/hmg/ddm051] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Despite the completion of the Human Genome Project, we are still far from understanding the molecular events underlying epigenetic change in cancer. Cancer is a disease of the DNA with both genetic and epigenetic changes contributing to changes in gene expression. Epigenetics involves the interplay between DNA methylation, histone modifications and expression of non-coding RNAs in the regulation of gene transcription. We now know that tumour suppressor genes, with CpG island-associated promoters, are commonly hypermethylated and silenced in cancer, but we do not understood what triggers this process or when it occurs during carcinogenesis. Epigenetic gene silencing has always been envisaged as a local event silencing discrete genes, but recent data now indicates that large regions of chromosomes can be co-coordinately suppressed; a process termed long range epigenetic silencing (LRES). LRES can span megabases of DNA and involves broad heterochromatin formation accompanied by hypermethylation of clusters of contiguous CpG islands within the region. It is not clear if LRES is initiated by one critical gene target that spreads and conscripts innocent bystanders, analogous to large genetic deletions or if coordinate silencing of multiple genes is important in carcinogenesis? Over the next decade with the exciting new genomic approaches to epigenome analysis and the initiation of a Human Epigenome Project, we will understand more about the interplay between DNA methylation and chromatin modifications and the expression of non-coding RNAs, promising a new range of molecular diagnostic cancer markers and molecular targets for cancer epigenetic therapy.
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Affiliation(s)
- Susan J Clark
- Cancer Program, Garvan Institute of Medical Research, Darlinghurst Sydney, 2010 NSW, Australia.
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Hypermethylation status of E-cadherin and p16INK4a in gastrointestinal stromal tumor. Chin J Cancer Res 2006. [DOI: 10.1007/s11670-006-0270-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Chan AOO, Huang C, Hui WM, Cho CH, Yuen MF, Lam SK, Rashid A, Wong BCY. Stability of E-cadherin methylation status in gastric mucosa associated with histology changes. Aliment Pharmacol Ther 2006; 24:831-6. [PMID: 16918887 DOI: 10.1111/j.1365-2036.2006.03032.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND We have previously shown reversal of E-cadherin methylation in gastric mucosa from patients with dyspepsia at week 6 after Helicobacter pylori-eradication therapy. But the long-term methylation status of these patients was unknown. AIM To investigate the methylation status at E-cadherin at year 3 after H. pylori-eradication therapy. METHODS 35 patients (25 with and 10 without H. pylori eradicated) enrolled in our previous study were recruited into the present study (year 3 analysis). Methylation at E-cadherin was evaluated by methylation-specific polymerase chain reaction method. RESULTS There was no difference in age and sex distribution in the two groups. Methylation at E-cadherin in patients with H. pylori eradicated at weeks 0, 6 and year 3 were 52%, 20% and 20%, respectively. Concordant methylation status at week 6 and year 3 was 92%. Methylation at E-cadherin in patients without H. pylori at weeks 0, 6 and year 3 were 50%, 60% and 60%, respectively. Concordant methylation status between week 6 and year 3 was 90%. Stability of E-cadherin methylation status was associated with histological changes. No association between E-cadherin methylation status and age was observed. CONCLUSION The methylation pattern is stable for a long period, thus suggesting the effect of environment on methylation.
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Affiliation(s)
- A O O Chan
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Hong Kong, Queen Mary Hospital, Hong Kong.
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Hoffman AR, Hu JF. Directing DNA methylation to inhibit gene expression. Cell Mol Neurobiol 2006; 26:425-38. [PMID: 16710755 PMCID: PMC11881860 DOI: 10.1007/s10571-006-9057-5] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2005] [Accepted: 03/15/2006] [Indexed: 10/24/2022]
Abstract
: 1. DNA methylation is a critical epigenetic modification that silences gene transcription, participates in X-chromosome inactivation in females, and regulates genomic imprinting. 2. We have devised a method to inhibit transcriptional initiation by constructing short methylated oligonucleotides which induce DNA methylation at specific loci. 3. The methodology by which we devise these oligonucleotides is described, using oligonucleotides directed against the oncogene, Bcl-2.4. The human Bcl-2 gene contains two promoters, each of which contains a CpG island in its core region. Oligonucleotides are designed which can inhibit Bcl-2 transcription and lead to decreased mRNA and protein in vitro. When compared to standard anti-sense oligonucleotide action, these methylated oligonucleotides are far more sensitive and potentially, longer acting. 5. In principle, using this methodology, it should be possible to design methylated oligonucleotides that can methylate CpG islands and thereby downregulate any gene.
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Affiliation(s)
- Andrew R Hoffman
- Department of Medicine, Stanford University, Medical Service, VA Palo Alto Health Care System, Miranda Ave., Palo Alto, California 94304, USA.
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Estécio MRH, Youssef EM, Rahal P, Fukuyama EE, Góis-Filho JF, Maniglia JV, Goloni-Bertollo EM, Issa JPJ, Tajara EH. LHX6 is a sensitive methylation marker in head and neck carcinomas. Oncogene 2006; 25:5018-26. [PMID: 16732332 DOI: 10.1038/sj.onc.1209509] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Head and neck cancer remains a morbid and often fatal disease and at the present time few effective molecular markers have been identified. The purpose of the present work was to identify new molecular markers for head and neck squamous cell carcinoma (HNSCC). We applied methylation-sensitive arbitrarily primed PCR (MS/AP-PCR) to isolate sequences differentially methylated in HNSCC. The most frequently hypermethylated fragment we found maps close to a cytosine guanine dinucleotide (CpG) island on chromosome 9q33.2, and hypermethylation of this CpG island was associated with transcriptional silencing of an alternative transcript of the LHX6 gene. Using combined bisulfite restriction analysis (COBRA), hypermethylation of this fragment was detected in 13 of 14 (92.8%) HNSCC cell lines studied and 21 of 32 (65.6%) primary tumors, whereas little or no methylation was seen in 10 normal oral mucosa samples. We extended this investigation to other cancer cell lines and methylation was found in those derived from colon, breast, leukemia and lung, and methylation was also found in 12/14 primary colon tumors. These findings suggest that differentially methylated (DIME)-6 hypermethylation is a good cancer marker in HNSCC as well as in other kinds of neoplasias and confirm the importance of searching for markers of epigenetic dysregulation in cancer.
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Affiliation(s)
- M R H Estécio
- Department of Leukemia, UT MD Anderson Cancer Center, Houston, TX, USA
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Couillard J, Demers M, Lavoie G, St-Pierre Y. The role of DNA hypomethylation in the control of stromelysin gene expression. Biochem Biophys Res Commun 2006; 342:1233-9. [PMID: 16516860 DOI: 10.1016/j.bbrc.2006.02.068] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2006] [Accepted: 02/14/2006] [Indexed: 10/25/2022]
Abstract
Genome-wide DNA hypomethylation is a critical mechanism underlying neoplastic transformation. Thus, genes that are suppressed in normal tissues or in specific cell types may become aberrantly expressed in neoplasia. To determine whether DNA methylation can modulate matrix metalloproteinase (mmp) gene expression, we have used a genetically engineered cell line in which both key DNA methyltransferase genes, Dnmt-1 and Dnmt-3b, were removed by homologous recombination. We found that cells bearing a dual knock-out of both Dnmt-1 and Dnmt-3b genes induced de novo expression of mmp-3 gene, but not that of mmp-1 and mmp-2. Furthermore, treatment of the wild-type cells with DNA methylase inhibitors 5-aza-dC and zebularine also induced mmp-3 gene expression. On the other hand, in vitro methylation of the mmp-3 promoter suppressed its transcriptional activity. Finally, we found that induction of mmp-3 and mmp-10 gene expression by hypomethylation was cell-specific, suggesting that epigenetic changes may predispose cells to express stromelysin genes.
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Affiliation(s)
- Julie Couillard
- Institut National de la Recherche Scientifique, INRS-Institut Armand-Frappier, University of Quebec, Laval, Que., Canada
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Jones TD, Eble JN, Wang M, Maclennan GT, Jain S, Cheng L. Clonal divergence and genetic heterogeneity in clear cell renal cell carcinomas with sarcomatoid transformation. Cancer 2005; 104:1195-203. [PMID: 16047350 DOI: 10.1002/cncr.21288] [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] [Indexed: 01/10/2023]
Abstract
BACKGROUND Approximately 5% of clear cell renal cell carcinomas contain components with sarcomatoid differentiation. It has been suggested that the sarcomatoid elements arise from the clear cell tumors as a consequence of clonal expansions of neoplastic cells with progressively more genetic alterations. Analysis of the pattern of allelic loss and X-chromosome inactivation in both the clear cell and sarcomatoid components of the same tumor allows assessment of the genetic relationship of these tumor elements. METHODS The authors of the current study examined the pattern of allelic loss in clear cell and sarcomatoid components of renal cell carcinomas from 22 patients who had tumors with both components. DNA samples were prepared from formalin-fixed, paraffin-embedded renal tissue sections using laser-capture microdissection. Five microsatellite polymorphic markers for putative tumor suppressor genes on 5 different chromosomes were analyzed. These included D3S1300 (3p14), D7S522 (7q31), D8S261 (8p21), D9S171 (9p21), and TP53 (17p13). In addition, X-chromosome inactivation analysis was performed in 14 tumors from female patients. RESULTS The clear cell components showed loss of heterozygosity (LOH) at the D3S1300, D7S522, D8S261, D9S171, and TP53 loci in 18% (4/22), 18% (4/22), 50% (10/20), 15% (3/20), and 20% (4/20) of informative cases, respectively. LOH in the sarcomatoid components was seen at the D3S1300, D7S522, D8S261, D9S171, and TP53 loci in 18% (4/22), 41% (9/22), 70% (14/20), 35% (7/20), and 20% (4/20) of informative cases, respectively. Six cases demonstrated an LOH pattern in the clear cell component that was not seen in the sarcomatoid component. Different patterns of allelic loss were seen in the clear cell and sarcomatoid components in 15 cases. Clonality analysis showed the same pattern of nonrandom X-chromosome inactivation in both clear cell and sarcomatoid components in 13 of the 14 cases studied. One case showed a random pattern of X-chromosome inactivation. CONCLUSION X-chromosome inactivation analysis data suggest that both clear cell and sarcomatoid components of renal cell carcinomas are derived from the same progenitor cell. Different patterns of allelic loss in multiple chromosomal regions were observed in clear cell and sarcomatoid components from the same patient. This genetic heterogeneity indicates genetic divergence during the clonal evolution of renal cell carcinoma.
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Affiliation(s)
- Timothy D Jones
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, 46202, USA
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Missiaglia E, Donadelli M, Palmieri M, Crnogorac-Jurcevic T, Scarpa A, Lemoine NR. Growth delay of human pancreatic cancer cells by methylase inhibitor 5-aza-2'-deoxycytidine treatment is associated with activation of the interferon signalling pathway. Oncogene 2005; 24:199-211. [PMID: 15637593 DOI: 10.1038/sj.onc.1208018] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Alteration of methylation status has been recognized as a possible epigenetic mechanism of selection during tumorigenesis in pancreatic cancer. This type of cancer is characterized by poor prognosis partly due to resistance to conventional drug treatments. We have used microarray technology to investigate the changes in global gene expression observed after treatment of different pancreatic cancer cell lines with the methylase inhibitor 5-aza-2'-deoxycytidine (5-aza-CdR). We have observed that this agent is able to inhibit to various degrees the growth of three pancreatic cancer cell lines. In particular, this inhibition was associated with induction of interferon (IFN)-related genes, as observed in other tumour types. Thus, expression of STAT1 seems to play a key role in the cellular response to treatment with the cytosine analogue. Moreover, we found increased p21(WAF1) and gadd45A expression to be associated with the efficacy of the treatment; this induction may correlate with activation of the IFN signalling pathway. Expression of the p16(INK) protein was also linked to the ability of cells to respond to 5-aza-CdR. Finally, genome-wide demethylation induced sensitization that significantly increased response to further treatment with various chemotherapy agents.
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Affiliation(s)
- Edoardo Missiaglia
- Cancer Research UK, Molecular Oncology Unit, Imperial College School of Medicine at Hammersmith Campus, London, UK
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Muñoz-Guerra MF, Marazuela EG, Fernández-Contreras ME, Gamallo C. P-cadherin expression reduced in squamous cell carcinoma of the oral cavity. Cancer 2005; 103:960-9. [PMID: 15685613 DOI: 10.1002/cncr.20858] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND The loss of cadherin expression has been shown to correlate to the invasion and metastasis of many types of carcinomas. The purpose of the current study was to evaluate whether the impaired expression of E-cadherin (E-cad) and P-cadherin (P-cad) correlated with the clinical evolution and prognosis of oral squamous cell carcinoma (OSCC). METHODS The authors used immunohistochemical methods to analyze the expression pattern of E-cad and P-cad in healthy oral mucosa, in oral carcinoma in situ (CIS), and in surgical samples of 50 patients with the early stages (Stages I-II) of OSCC. RESULTS E-cad showed weak expression in the basal layer of the healthy oral mucosa and reduced expression in patients with oral CIS. P-cad expression was conserved on the basal and suprabasal layers of the healthy mucosa and, also, in the CIS. In the group of patients with OSCC, univariate analysis demonstrated that reduced expression of E-cad or P-cad correlated significantly with locoregional disease recurrence in the follow-up (P=0.03 and P=0.01, respectively). However, only the reduction in the expression of P-cad emerged as an independent prognostic marker in the multivariate analysis (P=0.04, hazard ratio =8.06). CONCLUSIONS These findings suggested that a decrease in E-cad and/or P-cad expression may contribute to the invasive potential of early OSCC. According to the current data, P-cad expression may be a potential independent prognostic factor in patients with OSCC.
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Affiliation(s)
- Mario Fernando Muñoz-Guerra
- Department of Oral and Maxillofacial Surgery, Hospital de la Princesa, Universidad Autónoma de Madrid, Madrid, Spain
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Vis EH, Geerse GJ, Klaassens ES, van Boekel MAJS, Alink GM. Possible Mechanisms Behind the Differential Effects of Soy Protein and Casein Feedings on Colon Cancer Biomarkers in the Rat. Nutr Cancer 2005; 51:37-44. [PMID: 15749628 DOI: 10.1207/s15327914nc5101_6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
In the present studies, several hypotheses were tested to explain previously reported differential effects of soy and casein on colon cancer biomarkers like cell proliferation, fecal fat, fecal bile acid, alkaline phosphatase, and magnesium excretion in rats. In Study 1, the effect of methionine, a limiting amino acid in soy protein and an amino acid that is thought to have a marked effect on colonic cell proliferation, was tested. It was concluded that methionine up to 1% in the diet had no effect on cell proliferation, using the 3H-thymidine assay. The same study revealed that fecal alkaline phosphatase excretion is a good marker for colonic epithelial damage and fecal magnesium excretion is not. In Study 2, the hypothesis was tested that soy fractions enriched with isoflavones and saponins may increase fat excretion and so influence colonic cell proliferation in rats. It was indeed shown that soy protein isolate and an ethanolic extract from soy protein isolate slightly increased fecal fat excretion (up to 1.7-fold). However, fecal water bile acid and free fatty acid concentrations were decreased after feeding soy protein-based diets compared with casein, and no difference in fecal alkaline phosphatase excretion was observed. In Study 3, the lytic potential of soy saponins and the interaction between saponins and some lytic bile acids were tested in vitro. Data suggest a protective effect from soy saponins by reducing lytic activity of cholic acid. The overall conclusion is that soy protein compared with casein influences several colon cancer risk parameters, indicating a more protective rather than a stimulating effect on colon cancer risk.
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Affiliation(s)
- Eric H Vis
- Department of Agrotechnology and Food Sciences, Wageningen University, 6700 EA, Wageningen, The Netherlands
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Valinluck V, Tsai HH, Rogstad DK, Burdzy A, Bird A, Sowers LC. Oxidative damage to methyl-CpG sequences inhibits the binding of the methyl-CpG binding domain (MBD) of methyl-CpG binding protein 2 (MeCP2). Nucleic Acids Res 2004; 32:4100-8. [PMID: 15302911 PMCID: PMC514367 DOI: 10.1093/nar/gkh739] [Citation(s) in RCA: 564] [Impact Index Per Article: 26.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Cytosine methylation in CpG dinucleotides is believed to be important in gene regulation, and is generally associated with reduced levels of transcription. Methylation-mediated gene silencing involves a series of DNA-protein and protein-protein interactions that begins with the binding of methyl-CpG binding proteins (MBPs) followed by the recruitment of histone-modifying enzymes that together promote chromatin condensation and inactivation. It is widely known that alterations in methylation patterns, and associated gene activities, are often found in human tumors. However, the mechanisms by which methylation patterns are altered are not currently understood. In this paper, we investigate the impact of oxidative damage to a methyl-CpG site on MBP binding by the selective placement of 8-oxoguanine (8-oxoG) and 5-hydroxymethylcytosine (HmC) in a MBP recognition sequence. Duplexes containing these specific modifications were assayed for binding to the methyl-CpG binding domain (MBD) of one member of the MBP family, methyl-CpG binding protein 2 (MeCP2). Our results reveal that oxidation of either a single guanine to 8-oxoG or of a single 5mC to HmC, significantly inhibits binding of the MBD to the oligonucleotide duplex, reducing the binding affinity by at least an order of magnitude. Oxidative damage to DNA could therefore result in heritable, epigenetic changes in chromatin organization.
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Affiliation(s)
- Victoria Valinluck
- Department of Biochemistry and Microbiology, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA
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36
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Assavacheep P, Persson M, Luengyosluechakul S, Watanaphansak S, Laohasinnarong D, Pungkhun P, Wallgren P. Actinobacillus pleuropneumoniae in Thai Pig Herds. Prevalence of Serum Antibodies and Relation to Performance. ACTA ACUST UNITED AC 2003; 50:390-5. [PMID: 14633209 DOI: 10.1046/j.1439-0450.2003.00688.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The aim of the study was to investigate the prevalence of Actinobacillus pleuropneumoniae infections in market weight pigs in Thailand. ELISA systems employing purified lipopolysaccharide antigens were used to detect antibodies in 549 serum samples collected from pigs of 22 herds. Relevant cut-off values were established from three herds defined seronegative. Serum antibodies were detected to all serotypes except serotype 10. Almost 60% of the samples were seropositive to at least one serotype and 45% of the pigs were seropositive to more than one serotype. Antibodies to the cross-reacting serotypes 1, 9 or 11 were found in 29% of the pigs. Other common serotypes included the cross-reacting serotypes 3, 6 or 8 (26% seropositive pigs) and serotype 5a (also 26%). Antibodies to serotypes 2, 5b and 12 were low in prevalence (<10%). Three herds were regarded to be seronegative and six to have a low pathogen load with respect to the prevalence of seropositive pigs. The remaining 13 herds had a high incidence of pigs with antibodies to A. pleuropneumoniae, dominated by serotypes 1-9-11 and 5a (n = 6), serotypes 3-6-8, and 5a (n = 4) or 1-9-11, 3-6-8, 5a and 4-7 (n = 3). A low pathogen load with respect to A. pleuropneumoniae, as well as small herd size and age-segregated rearing, tended to improve the performance of growers.
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Affiliation(s)
- P Assavacheep
- Department of Ruminant and Porcine Diseases, National Veterinary Institute, SVA, SE-751 89 Uppsala, Sweden
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Matsubara K, Komatsu SI, Oka T, Kato N. Vitamin B6-mediated suppression of colon tumorigenesis, cell proliferation, and angiogenesis (review). J Nutr Biochem 2003; 14:246-50. [PMID: 12832027 DOI: 10.1016/s0955-2863(03)00009-3] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This review describes current research on the preventive effect of dietary vitamin B(6) against colon tumorigenesis and its possible mechanisms. Studies in cell culture have demonstrated that high levels of vitamin B(6) suppress growth of some cancer cells. From these studies it has been considered that supraphysiological doses of vitamin B(6) suppress tumor growth and metastasis. However, recent rodent study has indicated that azoxymethane-induced colon tumorigenesis in mice is suppressed by moderate doses of dietary vitamin B(6.) Epidemiological studies also support an inverse relationship between vitamin B(6) intake and colon cancer risk. Potential mechanisms underlying the preventive effect of dietary vitamin B(6) have been suggested to include the suppression of cell proliferation, oxidative stress, nitric oxide (NO) synthesis, and angiogenesis.
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Affiliation(s)
- Kiminori Matsubara
- Faculty of Health and Welfare Science, Okayama Prefectual University, Okayama, Japan
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Abstract
I argue that carcinogenic insults injure many cells rather than mutate a few. This results from evidence that such insults convert too many cells to a precancerous state and that too many of the converted cells then revert to plausibly involve mutation and its repair; from evidence that the delays between such insults and chemically demonstrable mutations are long enough to easily allow nonmutational mechanisms to work; from evidence that even ionizing radiation first acts on the cytoplasm and mainly affects cells unhit by it; from the fact that such insults induce proto-oncogene expression far too quickly to do so by mutation; and from the fact that fusions of various cells and cell parts show that the tumorous or nontumorous nature of the product depends on its cytoplasmic rather than its nuclear component. I further argue that reduced DNA methylation, modifications of the histone code, and tissue disorganization are the three main mechanisms of epigenetic cancer initiation. Hypomethylation would result from DNA excision repair. Moreover, a methyl-deficient diet is carcinogenic and demethylation is also known to be carcinogenic via the histone code. Finally, I strongly argue for tissue disorganization as a mechanism of cancer initiation. This results from evidence that skin carcinogens disrupt the dermal/epidermal connection and from the fact that tumorigens swiftly disrupt gap junctions, as well as from evidence that such disruption is tumorigenic.
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Affiliation(s)
- Lionel F Jaffe
- Marine Biological Laboratory, Woods Hole, Massachusetts 02543, USA
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Burdzy A, Noyes KT, Valinluck V, Sowers LC. Synthesis of stable-isotope enriched 5-methylpyrimidines and their use as probes of base reactivity in DNA. Nucleic Acids Res 2002; 30:4068-74. [PMID: 12235391 PMCID: PMC137105 DOI: 10.1093/nar/gkf520] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2002] [Revised: 07/24/2002] [Accepted: 07/24/2002] [Indexed: 11/13/2022] Open
Abstract
A specific and efficient method is presented for the conversion of 2'-deoxyuridine to thymidine via formation and reduction of the intermediate 5-hydroxymethyl derivative. The method has been used to generate both thymidine and 5-methyl-2'-deoxycytidine containing the stable isotopes 2H, 13C and 15N. Oligodeoxyribonucleotides have been constructed with these mass-tagged bases to investigate sequence-selectivity in hydroxyl radical reactions of pyrimidine methyl groups monitored by mass spectrometry. Studying the reactivity of 5-methylcytosine (5mC) is difficult as the reaction products can deaminate to the corresponding thymine derivatives, making the origin of the reaction products ambiguous. The method reported here can distinguish products derived from 5mC and thymine as well as investigate differences in reactivity for either base in different sequence contexts. The efficiency of formation of 5-hydroxymethyluracil from thymine is observed to be similar in magnitude in two different sequence contexts and when present in a mispair with guanine. The oxidation of 5mC proceeds slightly more efficiently than that of thymine and generates both 5-hydroxymethylcytosine and 5-formylcytosine but not the deaminated products. Thymine glycol is generated by both thymine and 5mC, although with reduced efficiency for 5mC. The method presented here should be widely applicable, enabling the examination of the reactivity of selected bases in DNA.
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Affiliation(s)
- Artur Burdzy
- Department of Biochemistry and Microbiology, Loma Linda University School of Medicine, Loma Linda, CA 92350, USA
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Hafner C, Knuechel R, Stoehr R, Hartmann A. Clonality of multifocal urothelial carcinomas: 10 years of molecular genetic studies. Int J Cancer 2002; 101:1-6. [PMID: 12209580 DOI: 10.1002/ijc.10544] [Citation(s) in RCA: 147] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Multifocal occurrence and frequent recurrence are characteristic features of urothelial carcinomas of both the urinary bladder and the upper urinary tract. To describe the clonal nature of these tumors, 2 theories have been proposed. The monoclonality hypothesis describes the multiple tumors as descendants of a single genetically transformed cell spreading throughout the urothelium. In contrast, field cancerization caused by carcinogen exposure of the urothelium may lead to independent development of synchronous or metachronous nonrelated tumors at different sites of the urothelial tract. In the last 10 years, a multitude of molecular genetic studies have investigated the clonality of multifocal urothelial carcinomas. The majority of studies revealed a monoclonal origin of the multiple tumors. However, most of these studies investigated advanced invasive carcinomas. A small but significant proportion of multifocal urothelial carcinomas appear to arise from different clones, supporting the field-cancerization hypothesis. Oligoclonal tumors might be more common in precursor lesions and early tumor stages. The frequent monoclonality found in patients with advanced tumors could be due to outgrowth of 1 tumor cell clone with specific genetic alterations. Two important mechanisms appear to be important for the spread of malignant cells: intraluminal seeding and intraepithelial migration. Investigation of the entire urothelial lining in patients with urothelial tumors should provide further insight into the development of multifocal urothelial carcinomas.
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Poirier LA. The effects of diet, genetics and chemicals on toxicity and aberrant DNA methylation: an introduction. J Nutr 2002; 132:2336S-2339S. [PMID: 12163688 DOI: 10.1093/jn/132.8.2336s] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In the early 1930s, the group of Banting and Best showed that the choline moiety of lecithin was responsible for the prevention of the fatty livers produced in pancreatectomized dogs treated with insulin. This was the first study linking abnormal methyl metabolism with disease. Since then, deficiencies of each of the four essential dietary sources of methyl groups (choline, methionine, vitamin B-12 and folic acid) have been associated with increased risk of a number of diseases. Choline-deficient diets were shown to enhance liver tumor formation in rats, and such diets frequently were found to lead to atherosclerosis. Although methionine deficiency per se was not extensively studied in vivo, its metabolic antagonist ethionine did cause liver cancer and pancreatic toxicity in rodents. Deficiencies of vitamin B-12 and of folic acid have long been shown to cause neurological disturbances and birth defects both in humans and in experimental animals. In 1969 inborn errors of metabolism leading to the accumulation of the demethylated metabolite of methionine, homocysteine, were proposed as contributing to the early onset of atherosclerosis. Before 1990, numerous studies described the abnormal methylation of DNA in tumors and transformed cells. Less frequently investigated, however, were the exogenous and endogenous agents leading to such abnormal methylation. These included genetic variants among rodent strains and the methyl-deficient diets that caused liver cancer. In addition, several chemicals, particularly carcinogens, were shown to alter DNA methylation. The possible links between chemically induced alterations in DNA methylation and development of other diseases were little explored. However, by 1990, a chain of causality had been established in experimental carcinogenesis linking dietary methyl deficiency with methyl insufficiency in vivo, as well as with the abnormal methylation of DNA and of specific genes. Also during this period, the diminished activity of the enzyme methylenetetrahydrofolate reductase (EC 1.5.1.20), which is responsible for the actual de novo synthesis of methyl groups, was shown to be associated with increased risk of developing atherosclerosis, neurological disorders and birth defects. The exponential rise in studies on methyl metabolism and DNA methylation since then enables us to examine here the extent to which the mechanisms by which abnormal methylation processes seem to exert their toxic effects in one disease may be applicable to other pathologies.
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Affiliation(s)
- Lionel A Poirier
- National Center for Toxicological Research, Food and Drug Administration, Jefferson, AR 72079, USA.
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Ge R, Tao L, Kramer PM, Cunningham ML, Pereira MA. Effect of peroxisome proliferators on the methylation and protein level of the c-myc protooncogene in B6C3F1 mice liver. J Biochem Mol Toxicol 2002; 16:41-7. [PMID: 11857776 DOI: 10.1002/jbt.10019] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Peroxisome proliferators in general are nongenotoxic mouse liver carcinogens for which DNA hypomethylation and altered gene expression are proposed mechanisms. Therefore, the peroxisome proliferators 2,4-dichlorophenoxyacetic acid (2,4-D), dibutyl phthalate (DBP), gemfibrozil, and Wy-14,643 were evaluated for the ability to alter the methylation and expression of the c-myc protooncogene. Male B6C3F1 mice were administered for 6 days in their diet Wy-14,643 (5-500 ppm), 2,4-D (1,680 ppm), DBP (20,000 ppm), or gemfibrozil (8,000 ppm). All four peroxisome proliferators caused hypomethylation of the c-myc gene in the liver. Wy-14,643 appeared to be the most efficacious with a threshold between 10 and 50 ppm. The level of the c-myc protein was increased by Wy-14,643, but not the other peroxisome proliferators. When female B6C3F1 mice received a two-thirds partially hepatectomy and 16 h later were administered 50 mg/kg Wy-14,643 by gavage, hypomethylation of the gene occurred 24 h later. Hypomethylation was not found in mice that received Wy-14,643 following a sham operation. Hypomethylation of the c-myc gene within 24 h of administering Wy-14,643 after a partial hepatectomy but not after a sham operation supports the hypothesis that the peroxisome proliferators prevent methylation of hemimethylated sites formed by DNA replication.
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Affiliation(s)
- Rongrong Ge
- Department of Pathology, Medical College of Ohio, Toledo, OH 43614-5806, USA
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Abstract
This review focuses on the role that DNA methylation plays in the regulation of normal and aberrant gene expression and on how, in a hypothesis-driven fashion, altered DNA methylation may be viewed as a secondary mechanism involved in carcinogenesis. Research aimed at discerning the mechanisms by which chemicals can transform normal cells into frank carcinomas has both theoretical and practical implications. Through an increased understanding of the mechanisms by which chemicals affect the carcinogenic process, we learn more about basic biology while, at the same time, providing the type of information required to make more rational safety assessment decisions concerning their actual potential to cause cancer under particular conditions of exposure. One key question is: does the mechanism of action of the chemical in question involve a secondary mechanism and, if so, what dose may be below its threshold?
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Affiliation(s)
- Jay I Goodman
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan 48824, USA.
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Chu DC, Chuang CK, Fu JB, Huang HS, Tseng CP, Sun CF. The Use Of Real-Time Quantitative Polymerase Chain Reaction To Detect Hypermethylation Of The Cpg Islands In The Promoter Region Flanking The Gstp1 Gene To Diagnose Prostate Carcinoma. J Urol 2002. [DOI: 10.1016/s0022-5347(05)65248-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Da-Chang Chu
- From the Departments of Clinical Pathology and Division of Urology, Department of Surgery, Chang Gung Memorial Hospital and School of Medical Technology, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
| | - Cheng-Keng Chuang
- From the Departments of Clinical Pathology and Division of Urology, Department of Surgery, Chang Gung Memorial Hospital and School of Medical Technology, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
| | - Jin-Bao Fu
- From the Departments of Clinical Pathology and Division of Urology, Department of Surgery, Chang Gung Memorial Hospital and School of Medical Technology, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
| | - Hsien-Siang Huang
- From the Departments of Clinical Pathology and Division of Urology, Department of Surgery, Chang Gung Memorial Hospital and School of Medical Technology, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
| | - Ching-Ping Tseng
- From the Departments of Clinical Pathology and Division of Urology, Department of Surgery, Chang Gung Memorial Hospital and School of Medical Technology, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
| | - Chien-Feng Sun
- From the Departments of Clinical Pathology and Division of Urology, Department of Surgery, Chang Gung Memorial Hospital and School of Medical Technology, Chang Gung University, Tao-Yuan, Taiwan, Republic of China
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The Use Of Real-Time Quantitative Polymerase Chain Reaction To Detect Hypermethylation Of The Cpg Islands In The Promoter Region Flanking The Gstp1 Gene To Diagnose Prostate Carcinoma. J Urol 2002. [DOI: 10.1097/00005392-200204000-00094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Abstract
Malignant transformation is now known to require a series of molecular alterations that disrupt a limited number of pathways including autocrine and paracrine responses to growth factors, cell-cycle control, senescence, motility, and invasion. Studies on hereditary cancers have established genetic changes as the primary driving force for these molecular alterations. Recently, however, it has been recognized that epigenetic changes, defined as clonal changes in gene expression without accompanying changes in primary DNA coding sequence, can also be a driving force in neoplastic transformation, for selected genes, and in specific tumors. DNA methylation within gene promoters and associated alterations in histone acetylation appear primary mediators of epigenetic inheritance in cancer cells. In the large intestine, aberrant DNA methylation arises very early, initially in normal-appearing mucosa, and may be part of the age-related field defect observed in sporadic colorectal neoplasia. Aberrant methylation also contributes to later stages of colon cancer formation and progression through a hypermethylator phenotype termed cytosine phosphoguanosine (CpG) island methylator phenotype (CIMP), which appears to be a defining event in approximately half of all sporadic tumors. In sporadic colon cancer, CIMP has distinct epidemiologic and clinical features and is responsible for most cases of microsatellite instability related to hMLH1 inactivation. The recognition of epigenetic changes as a driving force in colorectal neoplasia opens new areas of research in disease epidemiology, risk assessment, screening, and treatment.
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Affiliation(s)
- Lanlan Shen
- The University of Texas at MD Anderson Cancer Center, Houston, Texas 77030, USA
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Bretó MP, Ruiz C, Pina JA, Asíns MJ. The diversification of Citrus clementina Hort. ex Tan., a vegetatively propagated crop species. Mol Phylogenet Evol 2001; 21:285-93. [PMID: 11697922 DOI: 10.1006/mpev.2001.1008] [Citation(s) in RCA: 103] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Clementines, due to their high quality, are one of the most important cultivated citrus mandarins. As in the case of sweet orange and satsuma mandarins, genetic variability within this species is minimal when analyzed by molecular markers, because the existing varieties have not been obtained through hybridization, but through the selection of spontaneous mutations affecting traits of agronomic interest. This would explain, at least in part, the greater diversity for agronomic traits when compared to the variability for molecular markers. Another possible (nonexclusive) reason is that the types of molecular marker used are not focused on the kind of molecular change mainly involved in the origination of new clementine cultivars; i.e., are all sources of variation equally involved in the diversification of these plants? To answer this question, different kinds of markers based on primers of random sequence, simple sequence repeats, and retrotransposon sequences that may reveal point mutations, and somatic recombination and transposon activity, respectively, were used to compare the level of variability among 24 clementine varieties. Their ISSR, RAPD, and AFLP analysis provided only two polymorphic bands, distinguishing just two varieties. No variability was found by SSRs, i.e., no new allele arising through somatic recombination was detected. Instead, the amplification of sequences adjacent to retrotransposons yielded a higher number of polymorphisms (14.6 vs 2.4% for the previous mentioned marker types). Two geographical distant groups, one from North Africa and the other from Spain, have evolved in agreement with polymorphisms based on IRAP markers anchored to, at least, two different Copia-like retrotransposon sequences. Therefore, this study suggests that the DNA of this type of mobile elements is evolving faster than the DNA of other markers in this clonal lineage.
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Affiliation(s)
- M P Bretó
- Instituto Valenciano de Investigaciones Agrarias, Ctra. Moncada-Náquera, Km 4.5, 46113 Moncada, Valencia, Spain
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Li VS, Tang MS, Kohn H. The effect of C(5) cytosine methylation at CpG sequences on mitomycin-DNA bonding profiles. Bioorg Med Chem 2001; 9:863-73. [PMID: 11354669 DOI: 10.1016/s0968-0896(00)00301-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Recent studies have documented that cytosine C(5) methylation of CpG sequences enhances mitomycin C (1) adduction. The reports differ on the extent and uniformity of 1 modification at the nucleotide level. We have determined the bonding profiles for mitomycin monoalkylation in two DNA restriction fragments where the CpG sequences were methylated. Three mitomycin substrates were used and two different enzymatic assays employed to monitor the extent of drug modification at the individual base sites. Drug DNA modification was accomplished with I and 10-decarbamoylmitomycin C (2) under reductive (Na2S2O4) condilions and with N-methyl-7-methoxyaziridinomitosene (3) under nonreductive conditions. The UvrABC incision assay permitted us to quantitate the sites of drug adduction, and the lambda-exonuclease stop assay provided a qualitative estimation of drug-DNA modification consistent with the UvrABC data. We learned that C(5) cytosine methylation (m5C) enhanced the extent of overall DNA modification. Using the UvrABC endonuclease assay, we found that modification by 1 increased 2.0 and 7.4 times for the two DNA restriction fragments. Analysis of the modification sites at the nucleotide sequence level revealed that guanine (G) was the only base modified and that the overall increased level of DNA adduction was due to enhanced modification of select m5CpG* (G* = mitomycin (mitosene) adduction sites) loci compared with CpG* sites: the largest differences reached two orders of magnitude. Significantly, not all CpG* sites underwent increased drug adduction upon C(5) cytosine methylation. The effect of C(5) cytosine methylation on the drug adduction profiles was less pronounced for G* sites located within dinucleotide sequences other than CpG*. We observed that DNA methylation often led to slightly diminished adduction levels at these sites. The different m5CpG* adduction patterns provided distinctive sequence-selective bonding profiles for 1-3. We have attributed the large differences in guanine reactivity to DNA structural factors created, in part, by C(5) cytosine methylation. The significance of these findings in cancer chemotherapy is briefly discussed.
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Affiliation(s)
- V S Li
- Department of Chemistry, University of Houston, TX 77204-5641, USA
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Cheng L, Gu J, Eble JN, Bostwick DG, Younger C, MacLennan GT, Abdul-Karim FW, Geary WA, Koch MO, Zhang S, Ulbright TM. Molecular genetic evidence for different clonal origin of components of human renal angiomyolipomas. Am J Surg Pathol 2001; 25:1231-6. [PMID: 11688456 DOI: 10.1097/00000478-200110000-00002] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Renal angiomyolipoma is a benign neoplasm composed of variable proportions of blood vessels, smooth muscle, and adipose tissue. Smooth muscle, adipose tissue, blood vessels, and adjacent normal kidney tissue were separately microdissected from sections prepared from formalin-fixed, paraffin-processed tissues from angiomyolipomas from 18 women. X chromosome inactivation analysis using the methylation pattern at exon 1 of the human androgen receptor gene on chromosome Xq11-12 was used to study the clonal origin of each component. Nonrandom inactivation of X chromosomes was found in six of the 15 informative tumors. The smooth muscle and adipose tissue showed differing patterns of nonrandom inactivation of X chromosomes in five angiomyolipomas and the same pattern of nonrandom inactivation of X chromosomes in one. Samples from the blood vessels showed random inactivation of X chromosomes in all informative cases. Our data showed that the adipose tissue and smooth muscle cells of renal angiomyolipoma are both monoclonal but may arise independently. The coexistence of tumor subclones with morphologic heterogeneity can lead to the formation of a clinically detectable tumor.
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Affiliation(s)
- L Cheng
- Department of Pathology, Indiana University School of Medicine, Indianapolis 46202, USA.
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50
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Abstract
It is believed and hoped that clonality assignment of tumours predicts long-term behaviour, narrows the search for the putative pathogenic event or events, identifies the extent of involvement of surrounding and distant tissues and assesses the completeness of surgical clearance. It should define optimal therapeutic strategies, such as gene therapy, and the most fruitful directions for research. Because the histological characteristics that are central to establishing prognosis in most neoplasms are of limited value in endocrine tumours, the benefits of interpretation of clonality are potentially even more valuable and far-reaching in these tissues. So, can clonality be accurately defined and, if it can, can the distinction between a polyclonal expansion of cells that are simply 'obeying orders' and the presumed progeny of a single anarchic mutant be usefully made? This review comes to the conclusion that the answer is 'probably not'.
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Affiliation(s)
- A Levy
- University Research Centre for Neuroendocrinology, Bristol Royal Infirmary, Marlborough Street, BS2 8HW, Bristol, UK.
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