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1.
Mol Cancer Ther ; 15(10): 2498-2507, 2016 10.
Article in English | MEDLINE | ID: mdl-27507853

ABSTRACT

Understanding the genomic landscape of malignant mesothelioma may identify novel molecular drivers of this ultra-rare disease, which can lead to an expanded roster of targeted therapies and clinical trial options for patients with mesothelioma. We examined the molecular profiles of 42 patients with malignant mesothelioma (including pleural, peritoneal, and pericardial) that were referred by clinicians to be tested in a Clinical Laboratory Improvement Amendments (CLIA) laboratory using next-generation sequencing (NGS; 182 or 236 genes). Among 42 patients, there were 116 alterations, with 92 being distinct. The number of genomic alterations per patient ranged from 1 to 5 (median = 3). No two patients had identical molecular portfolios. The most common aberrations were in BAP1 (BRCA1-associated protein 1; 47.6% [20/42]), NF2 (38.1% [16/42]), and CDKN2A/B (loss) (35.7% [15/42]). BAP1 alterations and CDKN2A/B loss were associated with pleural mesothelioma (OR 3.4, P = 0.059 [BAP1] [trend]; OR 5.8, P = 0.01 [CDKN2A/B]). All 42 patients had a molecular abnormality that was potentially actionable (median = three actionable alterations per patient; range, 1 to 5), and, in 40 patients (95.2%), a drug approved by the FDA was applicable. In conclusion, each individual with malignant mesothelioma harbored a unique set of genomic aberrations, suggesting that NGS-based profiling of patients will be needed if patients are to be optimally matched to cognate treatments. All 42 patients had at least one alteration that was, in theory, pharmacologically tractable. Mol Cancer Ther; 15(10); 2498-507. ©2016 AACR.


Subject(s)
Genetic Variation , Genomics , Lung Neoplasms/genetics , Mesothelioma/genetics , Biomarkers, Tumor , Cluster Analysis , Gene Expression Profiling , Genetic Predisposition to Disease , Genomics/methods , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/drug therapy , Lung Neoplasms/mortality , Mesothelioma/diagnosis , Mesothelioma/drug therapy , Mesothelioma/mortality , Mesothelioma, Malignant , Molecular Targeted Therapy , Mutation , Neoplasm Staging
2.
Mol Cancer Ther ; 15(7): 1682-90, 2016 07.
Article in English | MEDLINE | ID: mdl-27196769

ABSTRACT

Alterations in the cyclin-dependent kinase (CDK)-retinoblastoma (RB) machinery disrupt cell-cycle regulation and are being targeted in drug development. To understand the cancer types impacted by this pathway, we analyzed frequency of abnormalities in key cell-cycle genes across 4,864 tumors using next-generation sequencing (182 or 236 genes; Clinical Laboratory Improvement Amendments laboratory). Aberrations in the cell-cycle pathway were identified in 39% of cancers, making this pathway one of the most commonly altered in cancer. The frequency of aberrations was as follows: CDKN2A/B (20.1% of all patients), RB1 (7.6%), CCND1 (6.1%), CCNE1 (3.6%), CDK4 (3.2%), CCND3 (1.8%), CCND2 (1.7%), and CDK6 (1.7%). Rates and types of aberrant cell-cycle pathway genes differed between cancer types and within histologies. Analysis of coexisting and mutually exclusive genetic aberrations showed that CCND1, CCND2, and CCND3 aberrations were all positively associated with CDK6 aberrations [OR and P values, multivariate analysis: CCND1 and CDK6 (OR = 3.5; P < 0.0001), CCND2 and CDK6 (OR = 4.3; P = 0.003), CCND3 and CDK6 (OR = 3.6; P = 0.007)]. In contrast, RB1 alterations were negatively associated with multiple gene anomalies in the cell-cycle pathway, including CCND1 (OR = 0.25; P = 0.003), CKD4 (OR = 0.10; P = 0.001), and CDKN2A/B (OR = 0.21; P < 0.0001). In conclusion, aberrations in the cell-cycle pathway were very common in diverse cancers (39% of 4,864 neoplasms). The frequencies and types of alterations differed between and within tumor types and will be informative for drug development strategies. Mol Cancer Ther; 15(7); 1682-90. ©2016 AACR.


Subject(s)
Cell Cycle/genetics , Gene Expression Regulation, Neoplastic , Genetic Variation , High-Throughput Nucleotide Sequencing , Neoplasms/genetics , Cell Cycle/drug effects , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Computational Biology/methods , DNA Mutational Analysis , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/drug effects , Genomics/methods , Humans , Male , Molecular Targeted Therapy , Mutation , Neoplasms/drug therapy , Neoplasms/metabolism
3.
PLoS One ; 9(9): e107088, 2014.
Article in English | MEDLINE | ID: mdl-25210770

ABSTRACT

Accurate cervical intra-epithelial neoplasia (CIN) lesion grading is needed for effective patient management. We applied computer-assisted scanning and analytic approaches to immuno-stained CIN lesion sections to more accurately delineate disease states and decipher cell proliferation impacts from HPV and smoking within individual epithelial layers. A patient cohort undergoing cervical screening was identified (n = 196) and biopsies of varying disease grades and with intact basement membranes and epithelial layers were obtained (n = 261). Specimens were sectioned, stained (Mib1), and scanned using a high-resolution imaging system. We achieved semi-automated delineation of proliferation status and epithelial cell layers using Otsu segmentation, manual image review, Voronoi tessellation, and immuno-staining. Data were interrogated against known status for HPV infection, smoking, and disease grade. We observed increased cell proliferation and decreased epithelial thickness with increased disease grade (when analyzing the epithelium at full thickness). Analysis within individual cell layers showed a ≥50% increase in cell proliferation for CIN2 vs. CIN1 lesions in higher epithelial layers (with minimal differences seen in basal/parabasal layers). Higher rates of proliferation for HPV-positive vs. -negative cases were seen in epithelial layers beyond the basal/parabasal layers in normal and CIN1 tissues. Comparing smokers vs. non-smokers, we observed increased cell proliferation in parabasal (low and high grade lesions) and basal layers (high grade only). In sum, we report CIN grade-specific differences in cell proliferation within individual epithelial layers. We also show HPV and smoking impacts on cell layer-specific proliferation. Our findings yield insight into CIN progression biology and demonstrate that rigorous, semi-automated imaging of histopathological specimens may be applied to improve disease grading accuracy.


Subject(s)
Basement Membrane/pathology , Cell Proliferation , Papillomaviridae/isolation & purification , Uterine Cervical Neoplasms/diagnosis , Adolescent , Adult , Aged , Biomarkers, Tumor , Biopsy , Epithelium/pathology , Female , Humans , Ki-67 Antigen/biosynthesis , Middle Aged , Neoplasm Grading , Papillomaviridae/genetics , Papillomaviridae/pathogenicity , Smoking/pathology , Uterine Cervical Neoplasms/pathology , Uterine Cervical Neoplasms/virology
4.
Anal Quant Cytol Histol ; 34(3): 120-38, 2012 Jun.
Article in English | MEDLINE | ID: mdl-23016458

ABSTRACT

OBJECTIVE: Deregulated cell proliferation is a hallmark of cancer, and Ki67 immunostaining can be used to identify proliferating cells. Evaluation of cell proliferation may have utility as a biomarker of epithelial malignant transformation risk. To date, most analyses of Ki67 staining have been restricted to semiquantitative estimations of the degree of staining or the measurement of the fraction of Ki67-positive cells within the epithelium. We sought to develop a robust, objective means of quantitatively evaluating Ki67 immunostaining for lung precancerous lesions. STUDY DESIGN: We quantified the spatial distribution of Ki67-expressing cells within the epithelium by means of (1) a cell-based Voronoi tessellation and (2) a basement membrane-referenced distance transform. This was undertaken in a large cohort of 613 lung biopsy sections representing normal, hyperplasia, squamous metaplasia and mild, moderate and severe dysplasia. For each section 21 features quantifying different aspects of the Ki67 staining were calculated. Intraobserver and inter-observer variation were recorded for a subset of the biopsy sections. We examined the behavior of each feature with respect to histopathological grade. RESULTS: These measures demonstrated that proliferation is generally limited to layers 2, 3 and 4 of the epithelium (layer 1 being the basal layer). The proliferation in the basal layer is limited and does not increase with increasing grade of dysplasia. Interobserver and intraobserver effects on these features were assessed, and several were more robust with respect to measuring Ki67 expression pattern than the commonly used fraction of Ki67-positive cells. CONCLUSION: Many of these quantitative features showed associations with histological grade that were as strong as the association that exists based on the fraction of Ki67-positive cells while being much more robust to interobserver- and intraobserver-associated variations. The measured spatial distribution of proliferating cells statistically demonstrated asymmetric cell division behavior in cells in the basal layer, a pattern attributed to stem cells giving rise to transient amplifying cells.


Subject(s)
Biomarkers, Tumor/analysis , Bronchial Neoplasms/diagnosis , Epithelial Cells/chemistry , Ki-67 Antigen/analysis , Precancerous Conditions/diagnosis , Bronchial Neoplasms/chemistry , Bronchial Neoplasms/metabolism , Epithelial Cells/metabolism , Humans , Immunohistochemistry , Observer Variation , Precancerous Conditions/chemistry , Precancerous Conditions/metabolism
5.
J Biomed Opt ; 17(4): 047002, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22559693

ABSTRACT

Optical spectroscopy has been proposed as an accurate and low-cost alternative for detection of cervical intraepithelial neoplasia. We previously published an algorithm using optical spectroscopy as an adjunct to colposcopy and found good accuracy (sensitivity=1.00 [95% confidence interval (CI)=0.92 to 1.00], specificity=0.71 [95% CI=0.62 to 0.79]). Those results used measurements taken by expert colposcopists as well as the colposcopy diagnosis. In this study, we trained and tested an algorithm for the detection of cervical intraepithelial neoplasia (i.e., identifying those patients who had histology reading CIN 2 or worse) that did not include the colposcopic diagnosis. Furthermore, we explored the interaction between spectroscopy and colposcopy, examining the importance of probe placement expertise. The colposcopic diagnosis-independent spectroscopy algorithm had a sensitivity of 0.98 (95% CI=0.89 to 1.00) and a specificity of 0.62 (95% CI=0.52 to 0.71). The difference in the partial area under the ROC curves between spectroscopy with and without the colposcopic diagnosis was statistically significant at the patient level (p=0.05) but not the site level (p=0.13). The results suggest that the device has high accuracy over a wide range of provider accuracy and hence could plausibly be implemented by providers with limited training.


Subject(s)
Spectrum Analysis/methods , Uterine Cervical Dysplasia/diagnosis , Uterine Cervical Neoplasms/diagnosis , Algorithms , Colposcopy , Female , Fiber Optic Technology , Histocytochemistry , Humans , Logistic Models , ROC Curve , Sensitivity and Specificity , Uterine Cervical Neoplasms/pathology , Uterine Cervical Dysplasia/pathology
6.
Gend Med ; 9(1 Suppl): S7-24, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21944317

ABSTRACT

There is an urgent global need for effective and affordable approaches to cervical cancer screening and diagnosis. In developing nations, cervical malignancies remain the leading cause of cancer-related deaths in women. This reality may be difficult to accept given that these deaths are largely preventable; where cervical screening programs have been implemented, cervical cancer-related deaths have decreased dramatically. In developed countries, the challenges of cervical disease stem from high costs and overtreatment. The National Cancer Institute-funded Program Project is evaluating the applicability of optical technologies in cervical cancer. The mandate of the project is to create tools for disease detection and diagnosis that are inexpensive, require minimal expertise, are more accurate than existing modalities, and can be feasibly implemented in a variety of clinical settings. This article presents the status and long-term goals of the project.


Subject(s)
Uterine Cervical Neoplasms/diagnosis , Colposcopy/instrumentation , Colposcopy/methods , Equipment Design , Female , Humans , Mass Screening , Microscopy, Interference , Spectrometry, Fluorescence/methods , Spectrum Analysis , Uterine Cervical Neoplasms/prevention & control
7.
PLoS Med ; 7(7): e1000315, 2010 Jul 27.
Article in English | MEDLINE | ID: mdl-20668658

ABSTRACT

BACKGROUND: Traditionally, non-small cell lung cancer is treated as a single disease entity in terms of systemic therapy. Emerging evidence suggests the major subtypes--adenocarcinoma (AC) and squamous cell carcinoma (SqCC)--respond differently to therapy. Identification of the molecular differences between these tumor types will have a significant impact in designing novel therapies that can improve the treatment outcome. METHODS AND FINDINGS: We used an integrative genomics approach, combing high-resolution comparative genomic hybridization and gene expression microarray profiles, to compare AC and SqCC tumors in order to uncover alterations at the DNA level, with corresponding gene transcription changes, which are selected for during development of lung cancer subtypes. Through the analysis of multiple independent cohorts of clinical tumor samples (>330), normal lung tissues and bronchial epithelial cells obtained by bronchial brushing in smokers without lung cancer, we identified the overexpression of BRF2, a gene on Chromosome 8p12, which is specific for development of SqCC of lung. Genetic activation of BRF2, which encodes a RNA polymerase III (Pol III) transcription initiation factor, was found to be associated with increased expression of small nuclear RNAs (snRNAs) that are involved in processes essential for cell growth, such as RNA splicing. Ectopic expression of BRF2 in human bronchial epithelial cells induced a transformed phenotype and demonstrates downstream oncogenic effects, whereas RNA interference (RNAi)-mediated knockdown suppressed growth and colony formation of SqCC cells overexpressing BRF2, but not AC cells. Frequent activation of BRF2 in >35% preinvasive bronchial carcinoma in situ, as well as in dysplastic lesions, provides evidence that BRF2 expression is an early event in cancer development of this cell lineage. CONCLUSIONS: This is the first study, to our knowledge, to show that the focal amplification of a gene in Chromosome 8p12, plays a key role in squamous cell lineage specificity of the disease. Our data suggest that genetic activation of BRF2 represents a unique mechanism of SqCC lung tumorigenesis through the increase of Pol III-mediated transcription. It can serve as a marker for lung SqCC and may provide a novel target for therapy. Please see later in the article for the Editors' Summary.


Subject(s)
Carcinoma, Squamous Cell/genetics , Lung Neoplasms/genetics , Transcription Factor TFIIIB/genetics , Transcription Factor TFIIIB/physiology , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Biomarkers, Tumor/genetics , Biomarkers, Tumor/physiology , Carcinoma, Squamous Cell/pathology , Cell Lineage/genetics , Comparative Genomic Hybridization , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genomics/methods , Humans , Lung Neoplasms/pathology , Male , Oligonucleotide Array Sequence Analysis , Oncogenes/physiology , Organ Specificity/genetics , Systems Integration , Tumor Cells, Cultured
8.
Mol Cancer ; 8: 50, 2009 Jul 23.
Article in English | MEDLINE | ID: mdl-19627613

ABSTRACT

Oral cancer develops through a series of histopathological stages: through mild (low grade), moderate, and severe (high grade) dysplasia to carcinoma in situ and then invasive disease. Early detection of those oral premalignant lesions (OPLs) that will develop into invasive tumors is necessary to improve the poor prognosis of oral cancer. Because no tools exist for delineating progression risk in low grade oral lesions, we cannot determine which of these cases require aggressive intervention. We undertook whole genome analysis by tiling-path array comparative genomic hybridization for a rare panel of early and late stage OPLs (n = 62), all of which had extensive longitudinal follow up (>10 years). Genome profiles for oral squamous cell carcinomas (n = 24) were generated for comparison. Parallel analysis of genome alterations and clinical parameters was performed to identify features associated with disease progression. Genome alterations in low grade dysplasias progressing to invasive disease more closely resembled those observed for later stage disease than they did those observed for non-progressing low grade dysplasias. This was despite the histopathological similarity between progressing and non-progressing cases. Strikingly, unbiased computational analysis of genomic alteration data correctly classified nearly all progressing low grade dysplasia cases. Our data demonstrate that high resolution genomic analysis can be used to evaluate progression risk in low grade OPLs, a marked improvement over present histopathological approaches which cannot delineate progression risk. Taken together, our data suggest that whole genome technologies could be used in management strategies for patients presenting with precancerous oral lesions.


Subject(s)
Mouth Neoplasms/genetics , Precancerous Conditions/genetics , Chromosome Aberrations , Comparative Genomic Hybridization , Disease Progression , Genetic Predisposition to Disease , Genome, Human , Humans , Mouth Neoplasms/pathology , Precancerous Conditions/pathology , Risk Factors
9.
J Thorac Oncol ; 4(2): 227-39, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19179901

ABSTRACT

In the rare case of a male patient presenting with a combined small cell lung carcinoma (SCLC), large cell neuroendocrine carcinoma and adenocarcinoma, we used whole genome analysis by tiling-path array comparative genomic hybridization to evaluate the clonal relationship between nodules. In two areas of SCLC distinguishable by divergent neuroendocrine marker expression (CD56 and chromogranin-A), the presence of identical genomic breakpoints and rearrangements indicated a common origin, with the presence of additional distinct genomic alterations in these two components indicating diverging clonal evolution. The absence of shared genome alteration features for the adenocarcinoma and large cell neuroendocrine carcinoma components suggested that these tumors evolved independently from the SCLC. Taken together, the array comparative genomic hybridization data demonstrate the development and evolution of three independent primary lung cancers in close proximity to each other to form a combined carcinoma. Application of whole genome analysis shows the potential utility of high resolution molecular tools in resolving the origin and delineating the clonal relationships of a tumor that contains heterogeneous histologic components leading to an ambiguous histogenesis.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Chromosome Aberrations , Genome, Human , Lung Neoplasms/genetics , Neoplasms, Multiple Primary/genetics , Small Cell Lung Carcinoma/genetics , Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Biomarkers, Tumor/metabolism , Carcinoma, Large Cell/genetics , Carcinoma, Large Cell/metabolism , Carcinoma, Large Cell/pathology , Carcinoma, Neuroendocrine/genetics , Carcinoma, Neuroendocrine/metabolism , Carcinoma, Neuroendocrine/pathology , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Comparative Genomic Hybridization , Humans , Immunophenotyping , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Male , Microarray Analysis , Middle Aged , Neoplasms, Multiple Primary/pathology , Small Cell Lung Carcinoma/metabolism , Small Cell Lung Carcinoma/pathology
10.
Genome ; 51(12): 1032-9, 2008 Dec.
Article in English | MEDLINE | ID: mdl-19088816

ABSTRACT

Lung cancer accounts for over a quarter of cancer deaths, with non-small cell lung cancer (NSCLC) accounting for approximately 80% of cases. Several genome studies have been undertaken in both cell models of NSCLC and clinical samples to identify alterations underlying disease behaviour, and many have identified recurring aberrations of chromosome 7. The presence of recurring chromosome 7 alterations that do not span the well-studied oncogenes EGFR (at 7p11.2) and MET (at 7q31.2) has raised the hypothesis of additional genes on this chromosome that contribute to tumourigenesis. In this study, we demonstrated that multiple loci on chromosome 7 are indeed amplified in NSCLC, and through integrative analysis of gene dosage alterations and parallel gene expression changes, we identified new lung cancer oncogene candidates, including FTSJ2, NUDT1, TAF6, and POLR2J. Activation of these key genes was confirmed in panels of clinical lung tumour tissue as compared with matched normal lung tissue. The detection of gene activation in multiple cohorts of samples strongly supports the presence of key genes involved in lung cancer that are distinct from the EGFR and MET loci on chromosome 7.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Chromosomes, Human, Pair 7 , Lung Neoplasms/genetics , Oncogenes , Cell Line, Tumor , Gene Amplification , Gene Dosage , Gene Expression Profiling , Genomics/methods , Humans , Oligonucleotide Array Sequence Analysis , Oncogenes/physiology , Quantitative Trait Loci
11.
Breast Cancer Res ; 9(5): R61, 2007.
Article in English | MEDLINE | ID: mdl-17875215

ABSTRACT

INTRODUCTION: Basal-like breast cancers (BLBCs) are very aggressive, and present serious clinical challenges as there are currently no targeted therapies available. We determined the regulatory role of Y-box binding protein-1 (YB-1) on epidermal growth factor receptor (EGFR) overexpression in BLBC, and the therapeutic potential of inhibiting EGFR. We pursued this in light of our recent work showing that YB-1 induces the expression of EGFR, a new BLBC marker. METHODS: Primary tumour tissues were evaluated for YB1 protein expression by immunostaining tissue microarrays, while copy number changes were assessed by comparative genomic hybridization (CGH). The ability of YB-1 to regulate EGFR was evaluated using luciferase reporter, chromatin immunoprecipitation (ChIP) and gel shift assays. The impact of Iressa on monolayer cell growth was measured using an ArrayScan VTI high-throughput analyser to count cell number, and colony formation in soft agar was used to measure anchorage-independent growth. RESULTS: YB-1 (27/37 or 73% of cases, P = 3.899 x 10(-4)) and EGFR (20/37 or 57.1% of cases, P = 9.206 x 10(-12)) are expressed in most cases of BLBC. However, they are not typically amplified in primary BLBC, suggesting overexpression owing to transcriptional activation. In support of this, we demonstrate that YB-1 promotes EGFR reporter activity. YB-1 specifically binds the EGFR promoter at two different YB-1-responsive elements (YREs) located at -940 and -968 using ChIP and gel shift assays in a manner that is dependent on the phosphorylation of S102 on YB-1. Inhibiting EGFR with Iressa suppressed the growth of SUM149 cells by approximately 40% in monolayer, independent of mutations in the receptor. More importantly anchorage-independent growth of BLBC cell lines was inhibited with combinations of Iressa and YB-1 suppression. CONCLUSION: We have identified for the first time a causal link for the expression of EGFR in BLBC through the induction by YB-1 where it binds specifically to two distinguished YREs. Finally, inhibition of EGFR in combination with suppression of YB-1 presents a potential opportunity for therapy in BLBC.


Subject(s)
Antineoplastic Agents/pharmacology , Breast Neoplasms/drug therapy , ErbB Receptors/genetics , Gene Expression Regulation, Neoplastic , Quinazolines/pharmacology , Y-Box-Binding Protein 1/pharmacology , Cell Differentiation , Cell Line, Tumor/drug effects , Cell Line, Tumor/metabolism , Cell Proliferation , Chromatin Immunoprecipitation , Electrophoretic Mobility Shift Assay , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Female , Gefitinib , Humans , Luciferases/metabolism , Nucleic Acid Hybridization , Phosphorylation , Receptor, ErbB-2/metabolism , Tissue Array Analysis
12.
Genes Chromosomes Cancer ; 46(12): 1069-79, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17726699

ABSTRACT

The multidrug resistant (MDR) phenotype is often attributed to the activity of ATP-binding cassette (ABC) transporters such as P-glycoprotein (ABCB1). Previous work has suggested that modulation of MDR may not necessarily be a single gene trait. To identify factors that contribute to the emergence of MDR, we undertook integrative genomics analysis of the ovarian carcinoma cell line SKOV3 and a series of MDR derivatives of this line (SKVCRs). As resistance increased, comparative analysis of gene expression showed conspicuous activation of a network of genes in addition to ABCB1. Functional annotation and pathway analysis revealed that many of these genes were associated with the extracellular matrix and had previously been implicated in tumor invasion and cell proliferation. Further investigation by whole genome tiling-path array CGH suggested that changes in gene dosage were key to the activation of several of these overexpressed genes. Remarkably, alignment of whole genome profiles for SKVCR lines revealed the emergence and decline of specific segmental DNA alterations. The most prominent alteration was a novel amplicon residing at 16p13 that encompassed the ABC transporter genes ABCC1 and ABCC6. Loss of this amplicon in highly resistant SKVCR lines coincided with the emergence of a different amplicon at 7q21.12, which harbors ABCB1. Integrative analysis suggests that multiple genes are activated during escalation of drug resistance, including a succession of ABC transporter genes and genes that may act synergistically with ABCB1. These results suggest that evolution of the MDR phenotype is a dynamic, multi-genic process in the genomes of cancer cells.


Subject(s)
Drug Resistance, Neoplasm/genetics , Gene Expression Regulation, Neoplastic , Multidrug Resistance-Associated Proteins/genetics , Ovarian Neoplasms/genetics , ATP Binding Cassette Transporter, Subfamily B , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , ATP Binding Cassette Transporter, Subfamily B, Member 1/metabolism , Cell Line, Tumor , Drug Resistance, Multiple/genetics , Evolution, Molecular , Female , Gene Expression Profiling , Gene Regulatory Networks , Genomics , Humans , Ovarian Neoplasms/metabolism , Phenotype
13.
Cancer Inform ; 3: 379-97, 2007 Dec 12.
Article in English | MEDLINE | ID: mdl-19455256

ABSTRACT

The study of pathway disruption is key to understanding cancer biology. Advances in high throughput technologies have led to the rapid accumulation of genomic data. The explosion in available data has generated opportunities for investigation of concerted changes that disrupt biological functions, this in turns created a need for computational tools for pathway analysis. In this review, we discuss approaches to the analysis of genomic data and describe the publicly available resources for studying biological pathways.

14.
Oncogene ; 24(30): 4806-12, 2005 Jul 14.
Article in English | MEDLINE | ID: mdl-15870700

ABSTRACT

Lung cancer is the most widely diagnosed malignancy in the world. Understanding early-stage disease will give insight into its pathogenesis. Despite the fact that pre-invasive lesions are challenging to isolate, and often yield insufficient DNA for the analysis of multiple loci, genomic profiling of such lesions will lead to the discovery of causal genetic alterations, which may be otherwise masked by the gross instability associated with tumors. In this study, we report the identification of multiple early genetic events on chromosome 5p in lung cancer progression. Using a high-resolution 5p-specific genomic array, which contains a tiling path of DNA segments for comparative genomic hybridization, nine novel minimal regions of loss and gain were discovered in bronchial carcinoma in situ (CIS) specimens. Within these regions we identified two candidate genes novel to lung cancer. The 0.27 Mbp region at 5p15.2 contains a single gene, Triple Functional Domain, which we determined to be differentially expressed in tumors. The 0.34 Mbp region at 5p13.2 contains Glial Cell Line-Derived Neurotrophic Factor (GDNF), which is a ligand for the RET oncogene product and is normally expressed during lung development (but absent in adult lung tissue). Our data showed not only that GDNF is overexpressed at the transcript level in squamous non-small-cell lung carcinoma, but also that the GDNF protein is present in early-stage lesions. Reactivation of the fetal lung expressed GDNF in early lesions and its amplification in CIS suggests an early role in tumorigenesis. These results highlight the value of examining the genomes of pre-invasive stages of cancer at tiling resolution.


Subject(s)
Chromosomes, Human, Pair 5/genetics , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Nerve Growth Factors/genetics , Nerve Growth Factors/metabolism , Chromosome Deletion , Disease Progression , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genome, Human , Glial Cell Line-Derived Neurotrophic Factor , Humans , Immunohistochemistry , Lung Neoplasms/metabolism , Neoplasm Staging , Nucleic Acid Hybridization , Physical Chromosome Mapping
15.
Mol Cancer ; 3: 9, 2004 Mar 22.
Article in English | MEDLINE | ID: mdl-15035667

ABSTRACT

Cancer progresses through a series of histopathological stages. Progression is thought to be driven by the accumulation of genetic alterations and consequently gene expression pattern changes. The identification of genes and pathways involved will not only enhance our understanding of the biology of this process, it will also provide new targets for early diagnosis and facilitate treatment design. Genomic approaches have proven to be effective in detecting chromosomal alterations and identifying genes disrupted in cancer. Gene expression profiling has led to the subclassification of tumors. In this article, we will describe the current technologies used in cancer gene discovery, the model systems used to validate the significance of the genes and pathways, and some of the genes and pathways implicated in the progression of preneoplastic and early stage cancer.


Subject(s)
Gene Expression Regulation, Neoplastic/genetics , Mutation/genetics , Neoplasms/genetics , Neoplasms/pathology , Animals , Disease Models, Animal , Gene Expression Profiling/methods , Genes, Neoplasm/genetics , Humans , Neoplasms/classification
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