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1.
PLoS One ; 5(9)2010 Sep 29.
Artigo em Inglês | MEDLINE | ID: mdl-20927367

RESUMO

BACKGROUND: Follicular lymphoma (FL) is a form of non-Hodgkin's lymphoma (NHL) that arises from germinal center (GC) B-cells. Despite the significant advances in immunotherapy, FL is still not curable. Beyond transcriptional profiling and genomics datasets, there currently is no epigenome-scale dataset or integrative biology approach that can adequately model this disease and therefore identify novel mechanisms and targets for successful prevention and treatment of FL. METHODOLOGY/PRINCIPAL FINDINGS: We performed methylation-enriched genome-wide bisulfite sequencing of FL cells and normal CD19(+) B-cells using 454 sequencing technology. The methylated DNA fragments were enriched with methyl-binding proteins, treated with bisulfite, and sequenced using the Roche-454 GS FLX sequencer. The total number of bases covered in the human genome was 18.2 and 49.3 million including 726,003 and 1.3 million CpGs in FL and CD19(+) B-cells, respectively. 11,971 and 7,882 methylated regions of interest (MRIs) were identified respectively. The genome-wide distribution of these MRIs displayed significant differences between FL and normal B-cells. A reverse trend in the distribution of MRIs between the promoter and the gene body was observed in FL and CD19(+) B-cells. The MRIs identified in FL cells also correlated well with transcriptomic data and ChIP-on-Chip analyses of genome-wide histone modifications such as tri-methyl-H3K27, and tri-methyl-H3K4, indicating a concerted epigenetic alteration in FL cells. CONCLUSIONS/SIGNIFICANCE: This study is the first to provide a large scale and comprehensive analysis of the DNA methylation sequence composition and distribution in the FL epigenome. These integrated approaches have led to the discovery of novel and frequent targets of aberrant epigenetic alterations. The genome-wide bisulfite sequencing approach developed here can be a useful tool for profiling DNA methylation in clinical samples.


Assuntos
Metilação de DNA , Genoma Humano , Estudo de Associação Genômica Ampla , Linfoma Folicular/genética , Análise de Sequência de DNA/métodos , Linfócitos B/metabolismo , Humanos , Linfoma Folicular/metabolismo , Regiões Promotoras Genéticas , Sulfitos/química
2.
Genes Chromosomes Cancer ; 48(9): 828-41, 2009 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-19530241

RESUMO

High-throughput microarray technologies were used to study DNA methylation accompanied by transcriptional changes in follicular lymphoma (FL). Using Methylated CpG Island Amplification with Microarrays to study CpG Island DNA methylation in FL, we discovered widespread hypermethylation of homeobox genes and previously identified targets of polycomb repressive complex 2 (PRC2) in cell lines and primary tumors, but not in benign follicular hyperplasia (BFH). DNA methylation for HOXA11, HOXD10, HOXB7, HOXC12, PAX6, LHX9, SFMBT2, EN2, and PAX7 was independently validated in the RL cell line and HOXA11, HOXD10, PAX6, and EN2 in primary tumors. Combined Bisulfite Restriction Analysis (COBRA) also established DNA methylation for the previously identified PRC2 targets DCC, DES, GAD2, AQP5, GPR61, GRIA4, GJD2, and AMPH in FL but not in BFH. Gene expression analyses revealed 411 genes that were hypermethylated and transcriptionally repressed in RL, 74% of which were reactivated by the demethylating agent 5-aza-2'-deoxycytidine (5-azaD) plus or minus the histone deacetylase inhibitor trichostatin A (TSA). Forty genes were also downregulated in primary FL. Our results suggest that extensive hypermethylation in promoters of polycomb target genes is a characteristic of FL and that loss of expression of certain SUZ12 target genes could be functionally relevant for lymphomagenesis.


Assuntos
Metilação de DNA , Linfoma Folicular/genética , Proteínas de Transporte/genética , Linhagem Celular Tumoral , Análise por Conglomerados , Ilhas de CpG , Ciclina D1/genética , Epigênese Genética , Feminino , Genes Homeobox , Proteínas de Homeodomínio/genética , Humanos , Hiperplasia/genética , Linfonodos/patologia , Masculino , Pessoa de Meia-Idade , Proteínas de Neoplasias , Proteínas Nucleares/genética , Análise de Sequência com Séries de Oligonucleotídeos , Complexo Repressor Polycomb 2 , Proteínas do Grupo Polycomb , Regiões Promotoras Genéticas , Proteínas Repressoras/genética , Reprodutibilidade dos Testes , Fatores de Transcrição , Transcrição Gênica
3.
Bioinformatics ; 24(17): 1837-42, 2008 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-18579568

RESUMO

MOTIVATION: DNA methylation plays important roles in biological processes and human diseases, especially cancers. High-throughput bisulfite genomic sequencing based on new generation of sequencers, such as the 454-sequencing system provides an efficient method for analyzing DNA methylation patterns. The successful implementation of this approach depends on the use of primer design software capable of performing genome-wide scan for optimal primers from in silico bisulfite-treated genome sequences. We have developed a method, which fulfills this requirement and conduct primer design for sequences including regions of given promoter CpG islands. RESULTS: The developed method has been implemented using the C and JAVA programming languages. The primer design results were tested in the PCR experiments of 96 selected human DNA sequences containing CpG islands in the promoter regions. The results indicate that this method is efficient and reliable for designing sequence-specific primers. AVAILABILITY: The sequence-specific primer design for DNA meth-ylated sequences including CpG islands has been integrated into the second version of PRIMEGENS as one of the primer design features. The software is freely available for academic use at http://digbio.missouri.edu/primegens/.


Assuntos
Algoritmos , Mapeamento Cromossômico/métodos , Ilhas de CpG/genética , Metilação de DNA , Primers do DNA/química , Primers do DNA/genética , Regiões Promotoras Genéticas/genética , Análise de Sequência de DNA/métodos , Sequência de Bases , Dados de Sequência Molecular , Software
4.
Cancer Res ; 67(18): 8511-8, 2007 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-17875690

RESUMO

We developed a novel approach for conducting multisample, multigene, ultradeep bisulfite sequencing analysis of DNA methylation patterns in clinical samples. A massively parallel sequencing-by-synthesis method (454 sequencing) was used to directly sequence >100 bisulfite PCR products in a single sequencing run without subcloning. We showed the utility, robustness, and superiority of this approach by analyzing methylation in 25 gene-related CpG rich regions from >40 cases of primary cells, including normal peripheral blood lymphocytes, acute lymphoblastic leukemia (ALL), chronic lymphocytic leukemia (CLL), follicular lymphoma (FL), and mantle cell lymphoma (MCL). A total of 294,631 sequences was generated with an average read length of 131 bp. On average, >1,600 individual sequences were generated for each PCR amplicon far beyond the few clones (<20) typically analyzed by traditional bisulfite sequencing. Comprehensive analysis of CpG methylation patterns at a single DNA molecule level using clustering algorithms revealed differential methylation patterns between diseases. A significant increase in methylation was detected in ALL and FL samples compared with CLL and MCL. Furthermore, a progressive spreading of methylation was detected from the periphery toward the center of select CpG islands in the ALL and FL samples. The ultradeep sequencing also allowed simultaneous analysis of genetic and epigenetic data and revealed an association between a single nucleotide polymorphism and the methylation present in the LRP1B promoter. This new generation of methylome sequencing will provide digital profiles of aberrant DNA methylation for individual human cancers and offers a robust method for the epigenetic classification of tumor subtypes.


Assuntos
Metilação de DNA , Leucemia Linfocítica Crônica de Células B/genética , Linfoma não Hodgkin/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Análise de Sequência de DNA/métodos , Ilhas de CpG , Genoma Humano , Humanos , Polimorfismo de Nucleotídeo Único , Regiões Promotoras Genéticas , Sulfitos/química
5.
Carcinogenesis ; 28(1): 60-70, 2007 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-16774933

RESUMO

Non-Hodgkin's lymphoma (NHL) is a group of malignancies with heterogeneous genetic and epigenetic alterations. Discovery of molecular markers that better define NHL should improve diagnosis, prognosis and understanding of the biology. We developed a CpG island DNA microarray for discovery of aberrant methylation targets in cancer, and now apply this method to examine NHL cell lines and primary tumors. This methylation profiling revealed differential patterns in six cell lines originating from different subtypes of NHL. We identified 30 hypermethylated genes in these cell lines and independently confirmed 10 of them. Methylation of 6 of these genes was then further examined in 75 primary NHL specimens composed of four subtypes representing different stages of maturation. Each gene (DLC-1, PCDHGB7, CYP27B1, EFNA5, CCND1 and RARbeta2) was frequently hypermethylated in these NHLs (87, 78, 61, 53, 40 and 38%, respectively), but not in benign follicular hyperplasia. Although some genes such as DLC-1 and PCDHGB7 were methylated in the vast majority of NHLs, others were differentially methylated in specific subtypes. The methylation of the candidate tumor suppressor gene DLC-1 was detected in a high proportion of primary tumor and plasma DNA samples by using quantitative methylation-specific PCR analysis. This promoter hypermethylation inversely correlated with DLC-1 gene expression in primary NHL samples. Thus, this CpG island microarray is a powerful discovery tool to identify novel methylated genes for further studies of their relevant molecular pathways in NHLs and identification of potential epigenetic biomarkers of disease.


Assuntos
Biomarcadores Tumorais/genética , Metilação de DNA , Epigênese Genética , Regulação Neoplásica da Expressão Gênica , Linfoma não Hodgkin/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/metabolismo , Western Blotting , Ilhas de CpG , Proteínas Ativadoras de GTPase , Perfilação da Expressão Gênica , Genoma Humano , Humanos , Leucemia Linfocítica Crônica de Células B/genética , Leucemia Linfocítica Crônica de Células B/metabolismo , Leucemia Linfocítica Crônica de Células B/patologia , Linfoma de Células B/genética , Linfoma de Células B/metabolismo , Linfoma de Células B/patologia , Linfoma Difuso de Grandes Células B/genética , Linfoma Difuso de Grandes Células B/metabolismo , Linfoma Difuso de Grandes Células B/patologia , Linfoma não Hodgkin/metabolismo , Linfoma não Hodgkin/patologia , Análise em Microsséries , Pessoa de Meia-Idade , Regiões Promotoras Genéticas , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo
6.
Am J Clin Pathol ; 124(3): 430-9, 2005 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-16191512

RESUMO

Improved care of patients with small B-cell lymphomas (SBCLs) is likely to result from the ongoing discovery of molecular markers that better define these malignant neoplasms. We identified multiple gene loci whose DNA methylation patterns differed between 3 types of SBCL: B-cell chronic lymphocytic leukemia/small lymphocytic lymphoma, mantle cell lymphoma, and grades I and II follicular lymphoma. This analysis was performed using an oligonucleotide microarray that allowed determination of the DNA methylation status of 156 loci in 38 genes. Combined bisulfite restriction analysis and methylation-specific polymerase chain reaction were used to validate the differential methylation of 6 of these genes. By using non-Hodgkin lymphoma cell lines as models, these genes were examined further for methylation and gene expression relationships. This study illustrates nonrandom epigenetic alterations in SBCLs that seem to preferentially involve lymphomas of germinal center derivation.


Assuntos
Metilação de DNA , Leucemia Linfocítica Crônica de Células B/genética , Linfoma de Células B/genética , Regiões Promotoras Genéticas , Humanos , Leucemia Linfocítica Crônica de Células B/patologia , Linfoma de Células B/patologia , Análise de Sequência com Séries de Oligonucleotídeos
7.
J Nutr ; 135(5): 1239-42, 2005 May.
Artigo em Inglês | MEDLINE | ID: mdl-15867311

RESUMO

Soybeans have long been recognized as an excellent source of high-quality protein. The soybean also contains a wide variety of chemical compounds that have potent bioactivity. Among these compounds are the isoflavones and the saponins. The goal of our research was to quantify isoflavone and saponin concentrations in elite soybean cultivars grown in different environments and to identify a naturally occurring high and low variety that could be used in animal studies of colon cancer. We observed significant environment x genotype interactions for the cultivars and selected 2 that provided the range of concentration for isoflavones and saponins. These were grown in an adequate quantity for animal studies, which are ongoing. We explored the influence of isoflavones and saponins on human colon tumor cells in culture, Caco-2, to determine potential mechanisms through which these compounds influence the carcinogenic process. We observed the inhibition of Caco-2 cell proliferation by isoflavones and saponins, suggesting a protective effect of these compounds in colon cancer. Using purified soy saponins, we found no negative effects on mouse growth, organ weights, or intestinal morphology when the diet contained up to 3% saponins by weight. Hence, soy isoflavones and saponins are likely to be protective of colon cancer and to be well tolerated. Continuing studies will explore the cancer-protective effects of these compounds in animal models.


Assuntos
Anticarcinógenos/análise , Glycine max/química , Isoflavonas/análise , Saponinas/análise , Animais , Anticarcinógenos/farmacologia , Peso Corporal/efeitos dos fármacos , Divisão Celular/efeitos dos fármacos , Linhagem Celular Tumoral , Meio Ambiente , Humanos , Isoflavonas/farmacologia , Camundongos , Tamanho do Órgão/efeitos dos fármacos , Saponinas/farmacologia , Proteínas de Soja
8.
J Nutr ; 134(1): 179-82, 2004 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-14704314

RESUMO

Consumption of soy foods has been weakly associated with reduced colon cancer risk. Colon cancer risk is influenced by estrogen exposure, although the mechanism through which this occurs is not defined. Conversion of estradiol (E2) to estrone (E1) may be protective in the colon. We hypothesized that dietary phytoestrogens, or E1, would reduce colon tumorigenesis via an estrogen receptor (ER)-dependent mechanism. Ovariectomized ERalphaKO or wild-type (WT) female mice were fed diets containing casein (Casein), soy protein without isoflavones (Soy-IF), soy protein + genistein (Soy+Gen), soy protein + NovaSoy (Soy+NSoy) or soy protein + estrone (Soy+E1) from weaning. Colon tumors were induced with azoxymethane. Tumor incidence was affected by diet but not genotype. Colon tumor incidence was lower in ERalphaKO and WT mice fed the Soy+E1 diet compared with those fed the casein or Soy-IF diets. Mice fed Soy+NSoy had a lower tumor incidence than mice fed casein, but not Soy-IF. Genistein did not affect tumor incidence. Soy protein, independently of phytoestrogens or E1, significantly reduced relative colon weight, tumor burden and multiplicity. Relative colon weight was lower (P=0.008) in mice fed Soy+E1 than in the other soy-fed groups. Tumor incidence in this group was lower than in the casein and soy-IF-fed groups and tended to be lower than in the others (P=0.020). Hence, soy protein and NSoy protect mice from colon cancer, and E1 further reduces colon tumorigenesis in mice, independently of ERalpha.


Assuntos
Neoplasias do Colo/prevenção & controle , Dieta , Estrona/administração & dosagem , Glycine max/química , Isoflavonas/administração & dosagem , Ovariectomia , Receptores de Estrogênio/deficiência , Animais , Azoximetano , Carcinógenos , Caseínas/administração & dosagem , Neoplasias do Colo/induzido quimicamente , Receptor alfa de Estrogênio , Genisteína/administração & dosagem , Camundongos , Camundongos Knockout , Receptores de Estrogênio/fisiologia , Proteínas de Soja/administração & dosagem
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