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1.
Am J Respir Cell Mol Biol ; 50(5): 912-22, 2014 May.
Article in English | MEDLINE | ID: mdl-24298892

ABSTRACT

DNA methylation is an epigenetic modification that is highly disrupted in response to cigarette smoke and involved in a wide spectrum of malignant and nonmalignant diseases, but surprisingly not previously assessed in small airways of patients with chronic obstructive pulmonary disease (COPD). Small airways are the primary sites of airflow obstruction in COPD. We sought to determine whether DNA methylation patterns are disrupted in small airway epithelia of patients with COPD, and evaluate whether changes in gene expression are associated with these disruptions. Genome-wide methylation and gene expression analysis were performed on small airway epithelial DNA and RNA obtained from the same patient during bronchoscopy, using Illumina's Infinium HM27 and Affymetrix's Genechip Human Gene 1.0 ST arrays. To control for known effects of cigarette smoking on DNA methylation, methylation and gene expression profiles were compared between former smokers with and without COPD matched for age, pack-years, and years of smoking cessation. Our results indicate that aberrant DNA methylation is (1) a genome-wide phenomenon in small airways of patients with COPD, and (2) associated with altered expression of genes and pathways important to COPD, such as the NF-E2-related factor 2 oxidative response pathway. DNA methylation is likely an important mechanism contributing to modulation of genes important to COPD pathology. Because these methylation events may underlie disease-specific gene expression changes, their characterization is a critical first step toward the development of epigenetic markers and an opportunity for developing novel epigenetic therapeutic interventions for COPD.


Subject(s)
DNA Methylation , Pulmonary Disease, Chronic Obstructive/genetics , Aged , Bronchi/metabolism , DNA/genetics , Epithelium/metabolism , Female , Gene Expression , Humans , Male , Middle Aged , NF-E2-Related Factor 2/genetics , NF-E2-Related Factor 2/metabolism , Pulmonary Disease, Chronic Obstructive/metabolism , RNA/genetics , Smoking/genetics , Smoking/metabolism
2.
PLoS One ; 7(5): e37775, 2012.
Article in English | MEDLINE | ID: mdl-22629454

ABSTRACT

For therapeutic purposes, non-small cell lung cancer (NSCLC) has traditionally been regarded as a single disease. However, recent evidence suggest that the two major subtypes of NSCLC, adenocarcinoma (AC) and squamous cell carcinoma (SqCC) respond differently to both molecular targeted and new generation chemotherapies. Therefore, identifying the molecular differences between these tumor types may impact novel treatment strategy. We performed the first large-scale analysis of 261 primary NSCLC tumors (169 AC and 92 SqCC), integrating genome-wide DNA copy number, methylation and gene expression profiles to identify subtype-specific molecular alterations relevant to new agent design and choice of therapy. Comparison of AC and SqCC genomic and epigenomic landscapes revealed 778 altered genes with corresponding expression changes that are selected during tumor development in a subtype-specific manner. Analysis of >200 additional NSCLCs confirmed that these genes are responsible for driving the differential development and resulting phenotypes of AC and SqCC. Importantly, we identified key oncogenic pathways disrupted in each subtype that likely serve as the basis for their differential tumor biology and clinical outcomes. Downregulation of HNF4α target genes was the most common pathway specific to AC, while SqCC demonstrated disruption of numerous histone modifying enzymes as well as the transcription factor E2F1. In silico screening of candidate therapeutic compounds using subtype-specific pathway components identified HDAC and PI3K inhibitors as potential treatments tailored to lung SqCC. Together, our findings suggest that AC and SqCC develop through distinct pathogenetic pathways that have significant implication in our approach to the clinical management of NSCLC.


Subject(s)
Adenocarcinoma/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/genetics , Cell Transformation, Neoplastic/genetics , Lung Neoplasms/genetics , Adenocarcinoma/classification , Adenocarcinoma/pathology , Carcinoma, Non-Small-Cell Lung/classification , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Squamous Cell/classification , Carcinoma, Squamous Cell/pathology , Cell Transformation, Neoplastic/pathology , Disease Progression , Epigenesis, Genetic , Genome , Humans , Lung Neoplasms/classification , Lung Neoplasms/pathology , Transcriptome
3.
J Thorac Oncol ; 6(9): 1521-9, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21795997

ABSTRACT

INTRODUCTION: Inhibitor of kappa light polypeptide gene enhancer in B-cells, kinase beta (IKBKB) (IKK-ß/IKK-2), which activates NF-κB, is a substrate of the KEAP1-CUL3-RBX1 E3-ubiquitin ligase complex, implicating this complex in NF-κB pathway regulation. We investigated complex component gene disruption as a novel genetic mechanism of NF-κB activation in non-small cell lung cancer. METHODS: A total of 644 tumor- and 90 cell-line genomes were analyzed for gene dosage status of the individual complex components and IKBKB. Gene expression of these genes and NF-κB target genes were analyzed in 48 tumors. IKBKB protein levels were assessed in tumors with and without complex or IKBKB genetic disruption. Complex component knockdown was performed to assess effects of the E3-ligase complex on IKBKB and NF-κB levels, and phenotypic importance of IKBKB expression was measured by pharmacological inhibition. RESULTS: We observed strikingly frequent genetic disruption (42%) and aberrant expression (63%) of the E3-ligase complex and IKBKB in the samples examined. Although both adenocarcinomas and squamous cell carcinomas showed complex disruption, the patterns of gene disruption differed. IKBKB levels were elevated with complex disruption, knockdown of complex components increased activated forms of IKBKB and NF-κB proteins, and IKBKB inhibition detriments cell viability, highlighting the biological significance of complex disruption. NF-κB target genes were overexpressed in samples with complex disruption, further demonstrating the effect of complex disruption on NF-κB activity. CONCLUSIONS: Gene dosage alteration is a prominent mechanism that disrupts each component of the KEAP1-CUL3-RBX1 complex and its NF-κB stimulating substrate, IKBKB. Herein, we show that, multiple component disruption of this complex represents a novel mechanism of NF-κB activation in non-small cell lung cancer.


Subject(s)
Biomarkers, Tumor/genetics , Carrier Proteins/genetics , Cullin Proteins/genetics , I-kappa B Kinase/genetics , Intracellular Signaling Peptides and Proteins/genetics , Lung Neoplasms/genetics , NF-kappa B/genetics , Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Blotting, Western , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/pathology , Carrier Proteins/antagonists & inhibitors , Carrier Proteins/metabolism , Cullin Proteins/antagonists & inhibitors , Cullin Proteins/metabolism , Gene Dosage , Gene Expression Profiling , Humans , I-kappa B Kinase/antagonists & inhibitors , I-kappa B Kinase/metabolism , Intracellular Signaling Peptides and Proteins/antagonists & inhibitors , Intracellular Signaling Peptides and Proteins/metabolism , Kelch-Like ECH-Associated Protein 1 , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , NF-kappa B/antagonists & inhibitors , NF-kappa B/metabolism , Neoplasm Staging , Oligonucleotide Array Sequence Analysis , Prognosis , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Reverse Transcriptase Polymerase Chain Reaction , Survival Rate , Tumor Cells, Cultured
4.
Hum Genet ; 130(2): 187-201, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21597963

ABSTRACT

X-chromosome inactivation (XCI) results in the differential marking of the active and inactive X with epigenetic modifications including DNA methylation. Consistent with the previous studies showing that CpG island-containing promoters of genes subject to XCI are approximately 50% methylated in females and unmethylated in males while genes which escape XCI are unmethylated in both sexes; our chromosome-wide (Methylated DNA ImmunoPrecipitation) and promoter-targeted methylation analyses (Illumina Infinium HumanMethylation27 array) showed the largest methylation difference (D = 0.12, p < 2.2 E-16) between male and female blood at X-linked CpG islands promoters. We used the methylation differences between males and females to predict XCI statuses in blood and found that 81% had the same XCI status as previously determined using expression data. Most genes (83%) showed the same XCI status across tissues (blood, fetal: muscle, kidney and nerual); however, the methylation of a subset of genes predicted different XCI statuses in different tissues. Using previously published expression data the effect of transcription on gene-body methylation was investigated and while X-linked introns of highly expressed genes were more methylated than the introns of lowly expressed genes, exonic methylation did not differ based on expression level. We conclude that the XCI status predicted using methylation of X-linked promoters with CpG islands was usually the same as determined by expression analysis and that 12% of X-linked genes examined show tissue-specific XCI whereby a gene has a different XCI status in at least one of the four tissues examined.


Subject(s)
CpG Islands/genetics , DNA Methylation/genetics , Organ Specificity/genetics , X Chromosome Inactivation/physiology , Computational Biology , Decision Trees , Female , Humans , Immunoprecipitation , Male , Polymerase Chain Reaction , Promoter Regions, Genetic/genetics , Sex Factors , Statistics, Nonparametric , X Chromosome Inactivation/genetics
5.
PLoS One ; 5(2): e9162, 2010 Feb 11.
Article in English | MEDLINE | ID: mdl-20161782

ABSTRACT

BACKGROUND: Non-small cell lung cancer (NSCLC) presents as a progressive disease spanning precancerous, preinvasive, locally invasive, and metastatic lesions. Identification of biological pathways reflective of these progressive stages, and aberrantly expressed genes associated with these pathways, would conceivably enhance therapeutic approaches to this devastating disease. METHODOLOGY/PRINCIPAL FINDINGS: Through the construction and analysis of SAGE libraries, we have determined transcriptome profiles for preinvasive carcinoma-in-situ (CIS) and invasive squamous cell carcinoma (SCC) of the lung, and compared these with expression profiles generated from both bronchial epithelium, and precancerous metaplastic and dysplastic lesions using Ingenuity Pathway Analysis. Expression of genes associated with epidermal development, and loss of expression of genes associated with mucociliary biology, are predominant features of CIS, largely shared with precancerous lesions. Additionally, expression of genes associated with xenobiotic metabolism/detoxification is a notable feature of CIS, and is largely maintained in invasive cancer. Genes related to tissue fibrosis and acute phase immune response are characteristic of the invasive SCC phenotype. Moreover, the data presented here suggests that tissue remodeling/fibrosis is initiated at the early stages of CIS. Additionally, this study indicates that alteration in copy-number status represents a plausible mechanism for differential gene expression in CIS and invasive SCC. CONCLUSIONS/SIGNIFICANCE: This study is the first report of large-scale expression profiling of CIS of the lung. Unbiased expression profiling of these preinvasive and invasive lesions provides a platform for further investigations into the molecular genetic events relevant to early stages of squamous NSCLC development. Additionally, up-regulated genes detected at extreme differences between CIS and invasive cancer may have potential to serve as biomarkers for early detection.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Lung Neoplasms/genetics , Oligonucleotide Array Sequence Analysis/methods , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Lung/metabolism , Lung/pathology , Lung Neoplasms/pathology , Male , Middle Aged , Precancerous Conditions/genetics , Precancerous Conditions/pathology , Reverse Transcriptase Polymerase Chain Reaction
6.
Cancer Metastasis Rev ; 29(1): 73-93, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20108112

ABSTRACT

Advances in high-throughput, genome-wide profiling technologies have allowed for an unprecedented view of the cancer genome landscape. Specifically, high-density microarrays and sequencing-based strategies have been widely utilized to identify genetic (such as gene dosage, allelic status, and mutations in gene sequence) and epigenetic (such as DNA methylation, histone modification, and microRNA) aberrations in cancer. Although the application of these profiling technologies in unidimensional analyses has been instrumental in cancer gene discovery, genes affected by low-frequency events are often overlooked. The integrative approach of analyzing parallel dimensions has enabled the identification of (a) genes that are often disrupted by multiple mechanisms but at low frequencies by any one mechanism and (b) pathways that are often disrupted at multiple components but at low frequencies at individual components. These benefits of using an integrative approach illustrate the concept that the whole is greater than the sum of its parts. As efforts have now turned toward parallel and integrative multidimensional approaches for studying the cancer genome landscape in hopes of obtaining a more insightful understanding of the key genes and pathways driving cancer cells, this review describes key findings disseminating from such high-throughput, integrative analyses, including contributions to our understanding of causative genetic events in cancer cell biology.


Subject(s)
Epigenesis, Genetic/physiology , Genomics/methods , Neoplasms/genetics , Systems Integration , Animals , Epigenesis, Genetic/genetics , Gene Expression Profiling/methods , Genomics/trends , High-Throughput Screening Assays/methods , Humans , Models, Biological , Oligonucleotide Array Sequence Analysis/methods , Signal Transduction/genetics
8.
Methods Mol Biol ; 556: 141-53, 2009.
Article in English | MEDLINE | ID: mdl-19488876

ABSTRACT

Alteration in epigenetic regulation of gene expression is a common event in human cancer and developmental disease. CpG island hypermethylation and consequent gene silencing is observed for many genes involved in a diverse range of functions and pathways that become deregulated in the disease state. Comparative profiling of the methylome is therefore useful in disease gene discovery. The ability to identify epigenetic alterations on a global scale is imperative to understanding the patterns of gene silencing that parallel disease progression. Methylated DNA immunoprecipitation (MeDIP) is a technique that isolates methylated DNA fragments by immunoprecipitating with 5'-methylcytosine-specific antibodies. The enriched methylated DNA can then be analyzed in a locus-specific manner using PCR assay or in a genome-wide fashion by comparative genomic hybridization against a sample without MeDIP enrichment. This article describes the detailed protocol for MeDIP and hybridization of MeDIP DNA to a whole-genome tiling path BAC array.


Subject(s)
DNA Methylation , DNA/analysis , Immunoprecipitation/methods , Comparative Genomic Hybridization/instrumentation , Comparative Genomic Hybridization/methods , CpG Islands , Epigenesis, Genetic , Humans , Immunoprecipitation/instrumentation , Neoplasms/genetics , Reproducibility of Results
9.
J Vis Exp ; (23)2009.
Article in English | MEDLINE | ID: mdl-19241501

ABSTRACT

The identification of DNA methylation patterns is a common procedure in the study of epigenetics, as methylation is known to have significant effects on gene expression, and is involved with normal development as well as disease. Thus, the ability to discriminate between methylated DNA and non-methylated DNA is essential for generating methylation profiles for such studies. Methylated DNA immunoprecipitation (MeDIP) is an efficient technique for the extraction of methylated DNA from a sample of interest. A sample of as little as 200 ng of DNA is sufficient for the antibody, or immunoprecipitation (IP), reaction. DNA is sonicated into fragments ranging in size from 300-1000 bp, and is divided into immunoprecipitated (IP) and input (IN) portions. IP DNA is subsequently heat denatured and then incubated with anti-5'mC, allowing the monoclonal antibody to bind methylated DNA. After this, magnetic beads containing a secondary antibody with affinity for the primary antibody are added, and incubated. These bead-linked antibodies will bind the monoclonal antibody used in the first step. DNA bound to the antibody complex (methylated DNA) is separated from the rest of the DNA by using a magnet to pull the complexes out of solution. Several washes using IP buffer are then performed to remove the unbound, non-methylated DNA. The methylated DNA/antibody complexes are then digested with Proteinase K to digest the antibodies leaving only the methylated DNA intact. The enriched DNA is purified by phenol:chloroform extraction to remove the protein matter and then precipitated and resuspended in water for later use. PCR techniques can be used to validate the efficiency of the MeDIP procedure by analyzing the amplification products of IP and IN DNA for regions known to lack and known to contain methylated sequences. The purified methylated DNA can then be used for locus-specific (PCR) or genome-wide (microarray and sequencing) methylation studies, and is particularly useful when applied in conjunction with other research tools such as gene expression profiling and array comparative genome hybridization (CGH). Further investigation into DNA methylation will lead to the discovery of new epigenetic targets, which in turn, may be useful in developing new therapeutic or prognostic research tools for diseases such as cancer that are characterized by aberrantly methylated DNA.


Subject(s)
DNA Methylation , DNA/analysis , Immunoprecipitation/methods , Animals , DNA/genetics , DNA/isolation & purification , Humans , Polymerase Chain Reaction/methods
10.
BMC Bioinformatics ; 9: 422, 2008 Oct 07.
Article in English | MEDLINE | ID: mdl-18840289

ABSTRACT

BACKGROUND: High throughput microarray technologies have afforded the investigation of genomes, epigenomes, and transcriptomes at unprecedented resolution. However, software packages to handle, analyze, and visualize data from these multiple 'omics disciplines have not been adequately developed. RESULTS: Here, we present SIGMA2, a system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes. Multi-dimensional datasets can be simultaneously visualized and analyzed with respect to each dimension, allowing combinatorial integration of the different assays belonging to the different 'omics. CONCLUSION: The identification of genes altered at multiple levels such as copy number, loss of heterozygosity (LOH), DNA methylation and the detection of consequential changes in gene expression can be concertedly performed, establishing SIGMA2 as a novel tool to facilitate the high throughput systems biology analysis of cancer.


Subject(s)
DNA, Neoplasm/genetics , Epigenesis, Genetic/genetics , Gene Expression Profiling/methods , Neoplasms/genetics , Software , Transcription Factors/genetics , User-Computer Interface , Algorithms , Animals , Computer Graphics , Gene Expression Regulation, Neoplastic/genetics , Genomics/methods , Humans , Systems Integration
11.
Mol Cancer Ther ; 7(4): 749-58, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18375822

ABSTRACT

Molecular mechanisms responsible for lymphoma resistance to apoptosis often involve the bcl-2 pathway. In this study, we investigated the cell signaling pathways activated in bcl-2-overexpressing human mantle cell lymphoma cell lines (JVM-2 and Z-138) that have been treated with oblimersen, a molecular gene silencing strategy that effectively suppresses bcl-2 in vitro and in vivo. Z-138 cells expressed higher levels of bcl-2 and were more sensitive to the effects of bcl-2 silencing, mediated by oblimersen or bcl-2 small interfering RNA, in vitro. Tumors derived following injection of Z-138 cells were sensitive to oblimersen as judged by decreases in tumor growth rate and decreases in cell proliferation (as measured by Ki-67). Immunohistochemistry and Western blot analysis of oblimersen-treated Z-138 tumors revealed a dose-dependent decrease in bcl-2 levels and an associated increase in the proapoptotic proteins caspase-3 and caspase-9. Silencing bcl-2 in Z-138 xenografts revealed an associated dose-dependent suppression of bax, a decrease in nuclear factor-kappaB and phospho-nuclear factor-kappaB, and transient loss of p53 levels. Coimmunoprecipitation studies suggest that the latter observation is mediated by an association between bcl-2 and phospho-mdm2. Bcl-2 silencing also led to p27 down-regulation and coimmunoprecipitation studies point to a role for bcl-2 in regulation of p27 localization/degradation. Bcl-2 silencing was also correlated with loss of cyclin D1a protein levels but not cyclin D1b levels. Coimmunoprecipitation studies indicate that bcl-2 may mediate its effects on cyclin D1a via interaction with p38 mitogen-activated protein kinase as well as a previously unreported interaction between bcl-2 and cyclin D1a.


Subject(s)
DNA-Binding Proteins/genetics , Disease Models, Animal , Gene Silencing , Lymphoma, Mantle-Cell/genetics , Neoplasm Proteins/metabolism , Proto-Oncogene Proteins c-bcl-2/genetics , Animals , Apoptosis/physiology , Blotting, Western , Cell Proliferation , Cyclin D , Cyclin-Dependent Kinase Inhibitor p27/genetics , Cyclin-Dependent Kinase Inhibitor p27/metabolism , Cyclins/genetics , Cyclins/metabolism , DNA-Binding Proteins/physiology , Humans , Immunoenzyme Techniques , Immunoprecipitation , Lymphoma, Mantle-Cell/metabolism , Lymphoma, Mantle-Cell/prevention & control , Male , Mice , Mice, Knockout , Mice, Transgenic , NF-kappa B/genetics , NF-kappa B/metabolism , Neoplasm Proteins/genetics , Oligonucleotides, Antisense/pharmacology , Phosphorylation , Proto-Oncogene Proteins c-bcl-2/antagonists & inhibitors , Proto-Oncogene Proteins c-bcl-2/metabolism , Proto-Oncogene Proteins c-mdm2/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Thionucleotides/pharmacology , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism , Xenograft Model Antitumor Assays , bcl-2-Associated X Protein/genetics , bcl-2-Associated X Protein/metabolism
12.
Cell Cycle ; 5(2): 155-8, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16397413

ABSTRACT

DNA methylation is integral to normal development and disease processes. However, the genomic distribution of methylated sequences--the methylome--is poorly understood. We have recently developed a platform technology for rapid assessment of methylation status throughout the human genome in a high-resolution, high-throughput manner. This is achieved by coupling a methylated DNA immunoprecipitation (MeDIP) method for isolating methyl cytosine rich fragments with array-based comparative genomic hybridization (array CGH). Using a combination of whole genome tiling path BAC arrays and CpG island microarrays, DNA methylation profiles are obtained simultaneously at both genome-wide and locus-specific levels. A comparison between male and female DNA using MeDIP-array CGH revealed unexpected hypomethylation of the inactive x-chromosome in gene-poor regions. Furthermore, comparisons between cancer and noncancer cell types yielded differential methylation patterns that link genetic and epigenetic instability offering a new approach to decipher misregulation in cancer. Finally, we provide new data showing epigenomic instability in lung cancer cells with concurrent regions of genetic and epigenetic alterations harboring known oncogenes.


Subject(s)
DNA Methylation , Epigenesis, Genetic , Genomics , Chromatin Immunoprecipitation , DNA, Neoplasm/genetics , Humans , Lung Neoplasms/genetics , Oligonucleotide Array Sequence Analysis
13.
Chromosome Res ; 13(3): 237-48, 2005.
Article in English | MEDLINE | ID: mdl-15868418

ABSTRACT

Cancer is a disease characterized by genomic instability. Comparative genomic hybridization (CGH) is a technique designed for detecting segmental genomic alterations. Recent advances in array-based CGH technology have enabled examination of chromosomal regions in unprecedented detail, revolutionizing our understanding of tumour genomes. A number of array-based technologies have been developed, aiming to improve the resolution of CGH, enabling researchers to refine and define regions in the genome that may be causal to cancer, and facilitating gene discovery at a rapid rate. This article reviews the various array CGH platforms and their use in the study of cancer genomes. In addition, the need for high-resolution analysis is discussed as well as the importance of studying early-stage disease to discover genetic alterations that may be causal to cancer progression and aetiology.


Subject(s)
Neoplasms/genetics , Nucleic Acid Hybridization , Chromosomes, Human/genetics , Disease Progression , Humans
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